Abstract
Epigenetic regulation of transcription is a collective term that refers to mechanisms known to regulate gene transcription without changing the underlying DNA sequence. These mechanisms include DNA methylation and histone tail modifications which influence chromatin accessibility, and microRNAs that act through post-transcriptional gene silencing. Epigenetics is known to regulate a variety of biological processes, and the role of epigtenetics in immunity and immune-mediated diseases is becoming increasingly recognized. While DNA methylation is the most widely studied, each of these systems play an important role in the development and maintenance of appropriate immune responses. There is clear evidence that epigenetic mechanisms contribute to developmental stage-specific immune responses in a cell-specific manner. There is also mounting evidence that prenatal exposures alter epigenetic profiles and subsequent immune function in exposed offspring. Early life exposures that are associated with poor long-term health outcomes also appear to impact immune specific epigenetic patterning. Finally, each of these epigenetic mechanisms contribute to the pathogenesis of a wide variety of diseases that manifest during childhood. This review will discuss each of these areas in detail.
Impact
-
Epigenetics, including DNA methylation, histone tail modifications, and microRNA expression, dictate immune cell phenotypes.
-
Epigenetics influence immune development and subsequent immune health.
-
Prenatal, perinatal, and postnatal exposures alter immune cell epigenetic profiles and subsequent immune function.
-
Numerous pediatric-onset diseases have an epigenetic component.
-
Several successful strategies for childhood diseases target epigenetic mechanisms.
Similar content being viewed by others
Introduction
Epigenetics refers to heritable changes in phenotype that do not alter the underlying genetic code. Classical epigenetics refers to DNA methylation and histone tail modifications, both of which influence chromatin accessibility and determine whether transcription factors are able to access gene promoters and initiate transcription. Nonclassical epigenetics typically refers to microRNAs, which are involved in post-transcriptional regulation of gene expression. DNA methylation involves methylation of the fifth carbon of cytosines (5-methylcytosine), which are principally located in CpG dinucleotides.1 DNA methylation is associated with transcriptional repression and is necessary for embryonic development, genomic imprinting, and X chromosome inactivation.2 In contrast to DNA methylation, which modifies the chemistry of nucleic acids, histone tail modifications alter the conformation of the proteins that enable DNA to fit inside the nucleus. DNA wraps around histones to form secondary and tertiary structures that pack the DNA into the classical chromosome shapes observed in karyotyping assays. Post-translational modification of histone tails determines whether the surrounding DNA is compact or open. This is a critical function as active gene transcription requires an open chromatin state.3 Histone tail modifications include methylation, acetylation, phosphorylation, ubiquitylation, SUMOylation, glycosylation, and ADP-ribosylation, although methylation and acetylation are the two most commonly studied.4 Histone tail modifications are crucial for basic cell function during embryonic development and following birth.4
The production of microRNAs is a separate process cells employ for transcriptional regulation. MicroRNAs are small non-coding RNAs that range from 19 to 25 nucleotides in length.5 The sequence of these RNAs is usually the reverse complement of a messenger RNA (mRNA) that is actively transcribed by the cell. When a microRNA binds to its target mRNA, the post-transcriptional processing of that mRNA is altered. The majority of microRNAs suppress expression of their target mRNA and target it for degradation, although there are reports of microRNAs facilitating increased mRNA expression.6,7 MicroRNAs are associated with many developmental processes and have been proposed as biomarkers in many disease states.8,9 Figure 1 provides a visual representation of these different epigenetic mechanisms.
The study of epigenetics has increased dramatically over the past 20 years. DNA methylation, histone tail modifications, and microRNA expression often work in concert to regulate gene expression, but are often studied separately. Each of these epigenetic mechanisms have been shown to regulate gene expression in a wide variety of biological processes, including embryonic development, cancer, metabolism, and immunity.2,4,10,11,12 In this review we will summarize the current literature on the role of these different epigenetic processes in pediatric and neonatal immunity and immune-mediated diseases. An outline of the topics covered in this review article is provided in Fig. 2.
Development
Prematurity
Premature neonates have an increased risk of infection compared to term neonates, and this is often attributed to immune system immaturity.13,14 Umbilical cord blood cells from preterm neonates demonstrate differential DNA methylation compared to term neonates, and these differentially methylated sites are enriched in pathways involved in fetal development and immune responses.15,16,17,18,19,20,21,22 DNA methylation patterns in whole umbilical cord blood correspond well to ultrasound-predicted gestational age, and have been suggested as a reliable method of estimating gestational age when dating is uncertain.23 While most of these studies compare either whole umbilical cord blood or isolated cord blood mononuclear cells, many differences appear to be cell specific.18 Nucleated red blood cells, which comprise up to 10% of umbilical cord blood, demonstrate the most differentially methylated sites between preterm and term neonates (9258 sites).18,24 The majority of these sites are hypomethylated in term neonates.18 Umbilical cord blood immune subsets have significantly less differential methylation, with under 1000 differentially methylated sites noted in T cells, monocytes, and granulocytes between preterm and term neonates.18 Compared to preterm neonates, global hypermethylation is noted in term T cells, with global hypomethylation in term monocytes and granulocytes.18 The methylation patterns in term immune cell subsets are consistent with terminally differentiated and functional immune cells.25,26,27 Many of the gestational-age associated differences in DNA methylation persist during early childhood but resolve by adolescence.16,19,20 Very little is known about histone tail modifications and microRNA expression in preterm neonates. One study found that umbilical cord blood mononuclear cells from term neonates have more of the activating histone modification H3K4me3 at promoter sites of the pro-inflammatory cytokines IL1B, IL6, IL12B, and TNF compared to preterm neonates.28 No differences were observed in the repressive modification H3K27me3 at these same sites.28 Taken together, these results suggest that term immune cells have greater epigenetic “maturity” than preterm cells, which may play a role in infection susceptibility.
Lifespan
Immune responses and infection risk differ across the lifespan. Neonates and infants have altered inflammatory responses and an increased risk of invasive bacterial infection, many of which are easily cleared by older children and adults.29 Evidence is accumulating that epigenetics contributes to these differences. Whole blood demonstrates developmental-stage-specific differences in DNA methylation. Umbilical cord blood is hypermethylated compared to peripheral blood from infants, children, and adolescents.16,30,31,32,33 Over 50% of the methylated CpG sites present in umbilical cord blood demonstrate change over time, with most of these locations undergoing demethylation as age advances.33 Sites that become hypomethylated (more accessible) with age are enriched in immune and inflammatory pathways, while sites that gain methylation (less accessible) with age are enriched in developmental pathways.16,30,31,32,33 Interestingly, low birth weight term neonates have differential umbilical cord blood DNA methylation compared to normal birth weight term neonates.34 These differences are present in immune-related pathways, and may contribute to the altered immune function seen in small for gestational age neonates.35 Isolated mononuclear cells also undergo age-related changes in DNA methylation.36,37,38,39,40 Studies are conflicting about whether neonatal mononuclear cells demonstrate global hypermethylation,37,38 hypomethylation,40 or equivalent methylation39 compared to other age groups. The studies do agree that mononuclear cells lose methylation in immune pathways while they gain methylation in developmental pathways as age progresses, similar to whole blood.36,37,39 Puberty is a period of accelerated sex-specific DNA methylation changes in mononuclear cells.41 Many of the differentially methylated sites in post-pubertal females map to immune and reproductive hormone signaling pathways, while those in post-pubertal males map to adrenaline biosynthesis pathways. These results may contribute to sex-specific differences in immune-mediated diseases seen in adulthood.41 Neonatal mononuclear cells also have differential expression of immunomodulatory microRNAs compared to cells from 7-year-old children. The majority of these microRNAs are downregulated in neonatal mononuclear cells (let-7e-5p, miR-19a-3p, miR-200a, miR-142-5p, miR-146a-5p, let-7c-5p, miR-301a-3p, and let-7d-5p).42 miR-150-5p is the lone upregulated microRNA in neonatal mononuclear cells.42 Additionally, there is a gain of the activating histone modification H3K4me3 and the repressive histone modification H3K9me3 at the promoter sites of the pro-inflammatory cytokines IL1B, IL6, and TNF over the first 6 weeks of life in neonatal mononuclear cells.43 These results provide convincing evidence that immune cells undergo age-related epigenetic changes that contribute to developmental stage-specific immune responses.
Similar to findings in preterm neonates, immune cell subpopulations demonstrate global but disparate age-related changes in DNA methylation, histone tail modifications, and microRNA expression.44,45,46,47,48,49 DNA methylation at several immunologically relevant genes, including TNF, KIR2DL4, IFNG, IL4, and IL8, varies significantly between total mononuclear cells and immune cell subpopulations.38 This suggests that unsorted mononuclear cells are not a good representative model for DNA methylation patterns in immune cell subpopulations. Age-related epigenetic changes for different immune subpopulations will be discussed next.
Monocytes
Monocytes are the precursor of several innate immune cell populations, including macrophages and dendritic cells. Each of these cell types perform critical immune functions in both neonates and adults, including cytokine production, antigen processing and presentation and bacterial elimination. Neonatal monocytes are less inflammatory than their adult counterparts, and epigenetics is thought to contribute to this. Neonatal monocytes and fetal placental macrophages show DNA hypermethylation near several immune response genes compared to monocytes and decidual macrophages from the mother, including ADA, PGLYRP1, TRAF1, IL1B, PTGDR, LAG3, and CD79A.50 These findings are proposed to contribute to the anti-inflammatory phenotype of monocytes and macrophages at the feto-maternal interface. Additionally, monocytes from children demonstrate global DNA hypomethylation compared to adult monocytes.45 Many differentially methylated sites include immune genes, and these differences are associated with increased expression of IL-8, IL-10, and IL-12p70 in adult monocytes following TLR4 or TLR1/2 stimulation.45 Neonatal monocytes also have differential expression of several microRNAs compared to adult monocytes following lipopolysaccharide (LPS) stimulation.48,51,52 Neonatal monocytes have enhanced LPS-induced expression of miR-146a, miR-18a, and miR-155 compared to adults, and this is thought to negatively regulate TLR4 signaling and contribute to decreased inflammatory responses in neonatal monocytes.49,51 Somewhat contrary to this, neonatal monocytes have more pronounced downregulation of miR-103, miR-125b, miR-130a, miR-454-3p, and miR-542-3p compared to adults following LPS-stimulation, which is thought to contribute to increased neonatal monocyte tumor necrosis factor-α (TNF-α) expression.52 Genome-wide histone tail modification profiling reveals that neonatal monocytes have a global increase in the enhancer modification H3K4me1, a global decrease in the activating modification H3K4me3 and no difference in the enhancer modification H3K27ac, the activating modification H3K36me3 or the repressive modifications H3K9me3 and H3K27me3 compared to adults.28 The age-related gain in H3K4me3 is primarily in promoter locations, and several immune-related genes show increased promoter-site H3K4me3 in adult monocytes. Increased H3K4me3 at the promoter sites of IL1B, TNF, CCR2, CD300C, and ILF2 are associated with increased IL-1β, TNF-α, CCR2, CD300C, and ILF2 expression in adult monocytes.28 These studies suggest that epigenetics contributes to developmental stage-specific differences in monocyte responses.
Neutrophils
Neutrophils are short-lived innate immune cell that are important for the elimination of bacteria and fungi. As with monocytes, neonatal neutrophils are less inflammatory than those found in adults. Neonatal neutrophils have decreased LPS-induced miR-142 and let-7g expression compared to adults.53 Both miR-142 and let-7g repress IL-6 expression, and lower expression in neonatal neutrophils is associated with increased IL-6 expression compared to adults.53 Cows also demonstrate an age-related increase in neutrophil miR-125b, miR-146a, miR-155, and miR-9 expression, which is associated with a more robust pro-inflammatory response over time.54 Additionally, neutrophils from neonatal foals have a reduction in the activating histone tail modification H3K4me3 without a difference in the repressive modification H3K27me3 at immunologically relevant promoters compared to older foals.55 These differences are related to deficient neonatal neutrophil responses, including poor reactive oxygen species generation and diminished IFN-γ expression.55
Dendritic cells
Very little is known about age-related epigenetic changes in dendritic cells. There is a single study showing that neonatal plasmacytoid dendritic cells have increased miR-146a and miR-155 expression compared to adults.56 These findings are thought to contribute to dampened TLR9-induced IFN-α production and a less inflammatory phenotype in neonatal dendritic cells.56
CD4+ T cells
CD4+ T cells are adaptive immune cells that work with other cell types, including macrophages, B cells, and CD8+ T cells, to generate long-lasting immunity. Seminal studies regarding age-related DNA methylation changes in CD4+ T cells were performed in mice. Hypomethylation of the Th2 locus (CNS-1, IL13, IL4, CIRE) and hypermethylation of the Treg locus FOXP3 and Th1 locus IFNG was noted in neonatal CD4+ T cells.57,58 These differences were associated with increased expression of the Th2 cytokines IL-4 and IL-13 in neonatal cells, leading to a Th2 rather than a Th1 phenotype.58 Some of these findings have been replicated in human studies. Human neonatal CD4+ T cells demonstrate differences in global DNA methylation compared to cells from children and adults.44,59 Neonatal cells show global hypomethylation compared to cells from 12-month-old infants59 but global hypermethylation compared to cells from adults.44 Human neonatal CD4+ T cells have hypermethylation of the Th1 locus IFNG, the Th17 locus IL17, and the Treg locus FOXP3 compared to cells from infants, children, and adults.60,61 However, human neonatal cells show either hypermethylation (IL13) or equivalent methylation (IL4) at Th2 loci compared to infants, children, and adults.60,61 Differences in microRNA expression also contribute to the Th2 bias seen in neonatal CD4+ T cells.44,48,62,63 Neonatal cells have increased miR-184 and miR-34c-5p and decreased let-7b-5p and let-7c expression compared to adults.48,49,62 These findings are associated with decreased IL-2 expression and increased IL-10 and IL-13 expression in neonatal cells.48,49,62 Neonatal CD4+ T cells also have higher miR-181a expression compared to adult cells, which contributes to increased activation-induced calcium flux in the neonatal cells.63 These findings do not translate to increased neonatal cytokine expression, as calcium flux is decoupled from downstream NFAT/AP-1 induction in neonatal cells, which is required for activation-induced cytokine expression.63 Neonatal CD4+ T cells demonstrate an increase in the repressive histone tail modification H3K27me3 with equivalent levels of the activating modifications H3K4me3 and H3 global acetylation at the promoter site of the Th9 transcription factor PU.I compared to adult cells.64 These differences relate to a failure of neonatal cells to differentiate into Th9 cells under conventional Th9-inducing conditions.64 Taken together, these findings provide mechanistic insight into the maintenance of age-related CD4+ T cell phenotypes.
CD8+ T cells
CD8+ T cells are important for the elimination of viruses and intracellular bacterial infections. Neonatal and adult CD8+ T cells express equivalent levels of IFN-γ, and this is associated with the similar levels of DNA methylation at the IFNG promoter.61 Neonatal CD8+ T cells have lower expression of the microRNAs let-7b-5p and let-7c compared to adult cells.48 This is thought to explain the increased proliferative capacity of neonatal CD8+ T cells, as decreased let-7 expression enhances clonal CD8+ T cell expansion.65,66 Similarly, neonatal CD8+ T cells have decreased miR-29 expression compared to adults.67 This is proposed to contribute to the reduced ability of neonatal cells to generate memory cells during infection as decreased miR-29 is associated with a bias toward cell activation and differentiation into effector cells rather than generation of memory cells.67 Neonatal and adult CD8+ T cells also exhibit global differences in histone modifications. Adult cells demonstrate an increase in the activating modification H3K4me3 and the enhancer modification H3K27ac and a decrease in the repressive modification H3K27me3 at loci of highly expressed genes compared to neonatal cells.68 These findings are associated with reduced cytotoxicity in neonatal cells.68
γδ T cells
Gamma–delta T cells (γδ T cells) comprise a small subset of T cells in humans with a limited T cell repertoire. They are important in many aspects of mucosal immunity, including gut immune homeostasis. PD1 is a negative regulator of T cell receptor signaling, and plays an important role in maintaining immune tolerance at the feto-maternal interface during pregnancy.69,70,71 Neonatal Vδ2T lymphocytes, a subset of γδ T lymphocytes, demonstrate decreased DNA methylation at the PD1 locus and increased PD1 expression compared to adults.72 This suggests that neonatal Vδ2 T lymphocytes play a key role in gestational immune tolerance.
B cells
The generation of high-affinity, class-switched antibodies is essential for effective adaptive immunity. Neonatal B cells have increased miR-181b expression compared to adult cells, which is associated with impaired class-switch recombination of IgG and IgA. A murine model of miR-181b deficiency is associated with improved class-switch recombination, demonstrating the importance of miR-181b in this process.73
Both innate and adaptive immune cells demonstrate marked differences in both global and site-specific DNA methylation and histone tail modifications over the course of development from preterm neonate to adult (Fig. 3). This is accompanied by differences in microRNA expression based on the stage of development. Each of these epigenetic mechanisms contribute to developmental stage-specific differences in immune cell function and a heightened risk of infection during the neonatal and infant periods.
Prenatal exposures
Prenatal exposures can result in long-term alterations in the epigenetic profiles of offspring. This is well demonstrated in the case of in utero famine exposure, where whole blood DNA methylation patterns in adults differ based on whether or not their mother experienced famine during the pregnancy.74,75 In this section, we will focus on the impact of various prenatal exposures on immune cell epigenetic changes in the offspring.
Toxins and pollutants
Tobacco
Maternal smoking during pregnancy is associated with low birth weight infants, childhood adiposity, neuropsychiatric disorders, and persistent wheezing and asthma in offspring.22,76,77,78 Numerous large clinical cohort studies demonstrate that smoking during pregnancy results in differential DNA methylation in neonatal umbilical cord blood.22,79,80,81,82,83 Maternal smoking is associated with hypomethylation of the AHRR, GFI1, and CNTNAP2 loci and hypermethylation of the MYO1G and CYP1A1 loci in neonatal umbilical cord blood, and these findings have been reproduced in multiple studies.22,80,81,82 AHRR and CYP1A1 are part of the aryl-hydrocarbon receptor pathway and regulate the response to cigarette hydrocarbons.84 MYO1G and GFI1 are involved in hematopoiesis, while CNTNAP2 is involved in nervous system development.85,86,87 All of these pathways likely contribute to the negative health consequences related to maternal smoking, and mediation analysis shows that methylation changes at these sites mediates the association between maternal smoking and low birth weight.22,80 In addition, these differentially methylated sites persist through childhood and adolescence.79,81,82 Maternal smoking is also associated with differential methylation of the TSLP locus in neonatal mononuclear cells, which is associated with the development of childhood atopic dermatitis.83 Paternal smoking has also been associated with offspring epigenetic changes. Paternal smoking results in altered neonatal DNA methylation, with increased methylation of the LMO2 and IL10 loci in umbilical cord blood.88 These methylation changes persist until age 6 and correlate with increased childhood asthma risk.88 Tobacco use during pregnancy results in increased miR-223 expression in umbilical cord blood, which has implications for offspring myeloid cell development and function.89 There is strong evidence that tobacco exposure during pregnancy has significant and long-lasting effects on the epigenetic profile of neonatal immune cells, and it is likely this contributes to poor offspring health.
Heavy metals
Mercury and arsenic are known developmental toxicants, and in utero exposure is associated with poor cognitive development in offspring.90,91,92 Elevated maternal levels of mercury and arsenic are associated with differential DNA methylation in umbilical cord blood.93,94 Differentially methylated sites map to pathways involved in antigen processing and presentation, TGF-β signaling, leukocyte migration, and natural killer cell cytotoxicity.94 In utero arsenic exposure is also associated with increased expression of several immunomodulatory microRNAs, including let-7a, miR-126, miR-16, miR-17, miR-20a, miR-20b, miR-96, and miR-98, in umbilical cord blood of offspring.95
Organic compounds
Per- and polyfluoroalkyl substances are man-made endocrine-disrupting compounds commonly used in manufacturing. In utero exposure to these compounds is associated with altered vaccine responses, altered lipid profiles, and increased adiposity in offspring.96,97 Elevated maternal serum per- and polyfluoroalkyl substance concentrations during pregnancy are associated with differential DNA methylation in offspring mononuclear cells.98 Genes demonstrating differential DNA methylation are important for growth (RPTOR), lipid homeostasis (PON1, PON3, CIDEB, NR1H2), and immune function (RASL11B, RNF39).98 Polybrominated diphenyl ether (PBDE) is an organic compound with endocrine-disrupting properties that is found in flame retardants and is known to leach into the environment.99,100 Maternal exposure to PBDE during pregnancy is associated with cognitive delay in offspring.100 Elevated maternal levels of PBDE during pregnancy is associated with decreased methylation of the TNF locus and increased TNF-α levels in offspring umbilical cord blood.101
Air pollution
Air pollution is associated with an increased risk of developing asthma.102 Nitrogen dioxide is a surrogate marker for air pollution. A meta-analysis of several exposure cohorts found that nitrogen dioxide exposure during pregnancy is associated with differential methylation of the antioxidant genes CAT and TPO in whole umbilical cord blood.103 Maternal exposure to the traffic-derived air pollutant polycyclic aromatic hydrocarbon during pregnancy is associated with increased methylation of the IFNG and ACSL3 loci in offspring mononuclear cells and increased asthma symptoms prior to age 5.104,105
These studies show that in utero exposure to toxins and pollutants remodels fetal immune cell epigenetic profiles, and that this remodeling is associated with poor offspring immune health.
Maternal nutrition
Vitamin D
It has recently been recognized that vitamin D impacts DNA methylation.106 A rat model of gestational vitamin D deficiency demonstrates increased serum DNA methyltransferase activity, increased methylation of the IFNG locus, and decreased IFN-γ expression in whole blood of offspring born to vitamin D-deficient mothers.107 In humans, mononuclear cells from 4- to 6-week-old breastfed infants show differential DNA methylation based on whether their mothers were receiving extra vitamin D3 supplementation (3800 IU daily starting in late second trimester) or standard of care (400 IU daily).108 These differentially methylated genes were primarily involved in collagen metabolism and cellular apoptosis.108
Folate
Folate acts as a methyl donor in one-carbon metabolism, and sufficient folate levels are necessary for DNA methylation to occur.109 A mouse model of folate supplementation during pregnancy shows decreased methylation of the PPARA locus in offspring colonic tissue compared to offspring of unsupplemented mothers.110 This is associated with increased susceptibility to experimentally induced colitis in folate-supplemented offspring.110 Human neonatal CD4+ T cells and myeloid cells demonstrate differential DNA methylation based on maternal folate levels during the third trimester as well.111 Maternal folate levels are also associated with changes in offspring histone tail modifications. Neonatal CD4+ T cells born to mothers with high gestational folate levels show increased H3 and H4 acetylation at the GATA3 and IL9 promoters (associated with Th2 phenotype) compared to neonates born to mothers with low folate levels.112 This suggests that high maternal folate levels increase chromatin accessibility at key Th2 loci in offspring, which has major implications for subsequent immune and allergic responses.112
Fatty acids
Adequate intake of omega-3 polyunsaturated fatty acids is critical for adult immunity. Offspring born to mothers with high fatty fish intake during pregnancy (rich in omega-3 polyunsaturated fatty acids) have a decreased risk of developing allergic diseases during childhood.113,114 Omega-3 polyunsaturated fatty acids have been shown to influence DNA methylation, which may explain this association.115 Maternal intake of omega-3 polyunsaturated fatty acids during pregnancy is associated with differential DNA methylation in immune-related pathways in neonatal umbilical cord blood.116,117,118 There are no differences in neonatal CD4+ T cell DNA methylation based on gestational omega-3 polyunsaturated fatty acid intake, which suggests that the differences observed in other studies involve other immune subpopulations.119 Gestational omega-3 polyunsaturated fatty acid supplementation also influences offspring histone tail modifications. CD4+ T cells from neonates born to mothers supplemented with fish oil during pregnancy have increased histone H3 acetylation at the PRKCZ promoter (the gene encoding PKCζ, a T cell protein kinase C), decreased histone H3 acetylation at the TBX21 promoter (Th1 transcription factor) and decreased histone H3/H4 acetylation at the IL13 promoter (Th2 cytokine) compared to unsupplemented mothers.120 These findings are associated with a more Th1 phenotype, and could be a plausible explanation for differences in offspring allergy risk.120
Maternal health and lifestyle
Maternal obesity and gestational diabetes
Maternal obesity has long-term health consequences for offspring, including an increased risk of obesity, metabolic syndrome, and asthma.121 Many of these risks are thought to be immune-mediated, and mounting evidence suggests that epigenetics may be involved. Most studies show that maternal pre-pregnancy obesity (defined as BMI > 30) is associated with differential umbilical cord blood immune cell DNA methylation compared to offspring from mothers with a normal pre-pregnancy weight.40,122,123,124 This differential methylation persists at least until age 3.40 Interestingly, only accelerated gestational weight gain during the first 18 weeks of pregnancy is associated with differences in offspring DNA methylation.15,122,125 This suggests that maternal fat content and deposition are the main driver of these DNA methylation changes.126 Monocytes from neonates born to obese mothers demonstrate differential DNA methylation compared to neonates born to lean mothers.127,128,129 The differential DNA methylation is seen in immune pathways, including myeloid cell migration and adhesion, defense response, and the ability of innate immune cells to activate T cells.127,128,129 This is associated with differences in inflammatory gene expression, including decreased IL1B expression in monocytes from neonates of obese mothers.127,128 These findings suggest that DNA methylation contributes to maternal obesity-related neonatal monocyte hypo-responsiveness.127 Gestational diabetes also influences umbilical cord blood DNA methylation.130 Offspring from gestational diabetics have hypermethylation of genes involved in antigen processing and presentation with hypomethylation of genes involved in development.130 This is likely to influence offspring immune responses and metabolic reprogramming. Maternal obesity-related changes in offspring epigenetic profiles may or may not involve microRNA expression. One study shows decreased serum miR-155, miR-181a, and miR-221 levels in neonates born to obese mothers131 while another finds no difference in serum microRNA levels between neonates born to obese or lean mothers.132 A gestational low glycemic index dietary intervention altered neonatal umbilical cord blood DNA methylation, with a large impact on DNA methylation in immune-related genes.133 Similarly, mononuclear DNA methylation patterns differed between siblings born before and after maternal bariatric surgery.134 These DNA methylation differences included multiple immune pathways, and were associated with lower BMI, fasting insulin levels, blood pressure, and CRP in children born following the bariatric surgery.134 These results are encouraging, and suggest that active treatment or resolution of maternal obesity prior to or during pregnancy can alter offspring epigenetics and subsequent health outcomes.
Maternal type 1 diabetes
Offspring born to mothers with type 1 diabetes are protected against the development of autoantibodies against (pro)insulin, and this is associated with a lower risk of developing type 1 diabetes during childhood.135 As an explanation of these findings, neonates born to mothers with Type 1 diabetes have hypomethylation of the INS (insulin) gene with reduced CD4+ T cell responses to insulin compared to neonates born to nondiabetic mothers.135
Gestational hypertension
Neonates born to mothers with gestational hypertension demonstrate early life endothelial dysfunction and have an increased risk of hypertension in adulthood.136,137 Neonates born to hypertensive mothers have increased miR-146a expression in umbilical vein endothelial cells compared to neonates with normotensive mothers.138 Elevated miR-146a expression reduced in vitro vascular tube formation, but miR-146a inhibition was able to rescue appropriate tube formation.138 This suggests that miR-146a links maternal hypertension to offspring vascular development and function.
Psychiatric and socioeconomic factors
CD3+ T cells from neonates born to mothers with symptomatic depression during pregnancy have differential DNA methylation compared to neonates born to mothers without depression.139 These differentially methylated sites cluster in immune pathways, including leukocyte activation, migration and differentiation, and T cell signaling. Several of these differentially methylated sites are present in the hippocampus of adults born to mothers with depression, suggesting that maternal depression results in life-long epigenetic alterations in offspring.139 Prenatal stress, defined as maternal bereavement, natural disaster, or traumatic experience, is associated with increased BMI and risk of overweight/obesity in offspring.140,141,142 Prenatal stress is associated with increased methylation of the IL6 locus in umbilical cord blood, and this is associated with increased offspring adiposity at age 4–6.143 Women who experienced childhood maltreatment demonstrate differences in mononuclear cell DNA methylation at selected stress-response-associated genes.144 Mononuclear cells from neonates born to mothers with childhood maltreatment showed no difference in DNA methylation at any of these sites, suggesting that these epigenetic patterns are not transmitted to the next generation.144
Farming exposure
Maternal exposure to farming decreases the risk of allergic disease in offspring.145,146 Neonates born to mothers with farm milk exposure have hypomethylation of the FOXP3 promoter in mononuclear cells.147 This is associated with an increased number of neonatal Tregs and improved Treg function, which is thought to contribute to this decreased allergy risk.147
Infection and inflammation
Maternal inflammation and chorioamnionitis
Chorioamnionitis is infection and/or inflammation of the chorion, amnion, and placenta. Chorioamnionitis is associated with altered neonatal immune responses and the development of persistent wheezing and asthma during childhood.148,149,150 This suggests that early life inflammatory exposures have pervasive effects on the developing immune system and there is evidence that epigenetics plays a role in this process. Higher levels of circulating maternal cytokines during the first trimester are associated with decreased methylation of the MEG3 locus in neonatal mononuclear cells.151 MEG3 is a long non-coding RNA that mediates the transition from epithelial to mesenchymal cells and acts as a tumor suppressor, and it is plausible it could contribute to maternal inflammation-induced lung dysfunction.152 Mononuclear cells from chorioamnionitis-exposed neonates demonstrate differential DNA methylation at multiple genes involved in asthma development, immune regulation, and inflammation.153 Fetuses exposed to acute chorioamnionitis demonstrate increased miR-223 in the thymus, lung, and liver compared to unexposed fetuses.154 miR-223 has immunomodulatory effects, and is known to regulate myeloid cell proliferation and differentiation.155 Chorioamnionitis exposure has also been shown to cause a global gain in the activating histone tail modification H3K4me3 in neonatal monocytes.148 This gain is primarily in introns and intergenic regions rather than promoters, and chorioamnionitis-exposed monocytes actually experience a loss of promoter-site H3K4me3. These changes are associated with alterations in gene transcription and decreased pro-inflammatory cytokine expression in chorioamnionitis-exposed monocytes, including IL-1β, IL-6, and IL-8.148 These studies provide compelling evidence that epigenetic mechanisms contribute to chorioamnionitis-induced neonatal immune dysfunction.
Congenital infection
Perinatally acquired human immunodeficiency virus (HIV) has persistent effects on long-term health outcomes, including cognitive deficits, metabolic abnormalities, and renal complications, even when antiretroviral therapy is started early.156,157,158 Peripheral blood from 4- to 9-year-old children with perinatally acquired HIV demonstrate differential DNA methylation compared to uninfected controls.159 Differentially methylated genes are in pathways important for adaptive immunity, and these differences may contribute to some of the long-term health effects experienced by children with perinatally acquired HIV.159 Congenital Zika virus infection is associated with severe microcephaly and poor neurocognitive outcomes.160 Toddlers with congenital Zika virus infection and microcephaly have differential whole blood DNA methylation compared to unexposed normocephalic children.161 This includes hypomethylation of RABGAP1L, MX1 and ISG15.161 RABGAP1L is involved in brain development and MX1 and ISG15 are involved in viral host immunity and work to inhibit Zika virus replication.162,163,164 These studies suggest that congenital infections alter the offspring epigenome, which may contribute to the long-term health consequences of perinatally acquired infections.
Gestational probiotics
Supplementation with the probiotic Lactobacillus reuteri decreases allergen responsiveness during infancy.165 CD4+ T cells from neonates born to Lactobacillus reuteri supplemented mothers demonstrate global DNA hypomethylation compared to neonates born to unsupplemented mothers.60 These hypomethylated areas are enriched in immune-related pathways, including chemotaxis, PI3K-Akt, MAPK, and TGF-β signaling, which likely influences later allergy development.60
Glucocorticoid exposure
Prenatal dexamethasone treatment is used to reduce virilization in female fetuses with suspected or confirmed congenital adrenal hyperplasia and prenatal administration of betamethasone is the standard of care for women at risk for preterm delivery.166 Prenatal glucocorticoid exposure also poses potential risks to the offspring, with prenatal dexamethasone exposure being associated with an altered immune phenotype during adolescence.167 CD4+ T cells from adolescents with first-trimester dexamethasone exposure demonstrate differential DNA methylation compared to unexposed adolescents.166 Differentially methylated genes are involved in immune pathways, including IL-1 production and secretion, T cell receptor complex, macrophage activation, and granulocyte activation.166 Complementary studies in rats show that in utero dexamethasone exposure alters histone tail modifications in the spleens of adult offspring. There is a decrease in the activating modifications H3K9ac and H3K36me3 at the IFNG locus and a decrease in the activating modifications H3 lysine acetylation, H3K9/14ac, H3K4me1, H3K4me3, and H3K36me3 at the TNF locus in adult offspring with in utero dexamethasone exposure.168,169 These findings are associated with impaired IFN-γ and TNF-α expression, suggesting that prenatal dexamethasone exposure has a long-lasting impact on offspring immune function by altering immune cell epigenetic profiles.168,169
It is clear that prenatal exposures alter offspring epigenetic profiles and influence subsequent immune responses. The impact of prenatal exposures on offspring epigenetics is summarized in Fig. 4.
Early life exposures
Early life exposures have a major impact on the long-term health of an individual. Early life exposures are linked to adult asthma, cardiovascular disease, metabolic syndrome, and cancer risk.170,171,172 In this section, we will discuss the impact of early life exposures, including nutrition, infection, environment, and socioeconomic factors, on immune epigenetic reprogramming.
Mode of delivery
Mode of delivery (vaginal or cesarean section) does not have a convincing impact on neonatal immune cell DNA methylation.173,174,175 The only study that demonstrates DNA methylation changes based on mode of delivery also shows that these methylation changes resolve by 5 days of age.174 This rapid resolution calls into question the biological significance of these changes.
Nutrition
Breastfeeding
Breastfeeding has numerous well known benefits to the offspring, including improved neurodevelopmental outcomes and a decreased risk of childhood allergic diseases, including asthma.176,177 Breastfeeding for greater than 6 months is associated with differences in peripheral blood DNA methylation at 10 years of age, including hypermethylation of SNX25.178 SNX25 regulates TGF-β signaling, which is involved in allergy development. These methylation differences are not present at birth and do not persist at 18 or 26 years of age.178 This suggests that breastfeeding drives these postnatal DNA methylation changes during a time period crucial for allergy development. The effect of breastfeeding on offspring microRNA expression and histone tail modifications has not been studied, but the role of breastmilk microRNAs in neonatal and infant immune system development has recently been comprehensively reviewed.179,180
Fatty acids
As previously described, omega-3 polyunsaturated fatty acids influence DNA methylation and gestational intake is associated with altered offspring DNA methylation.115,116,117,118 However, supplementing infants with omega-3 polyunsaturated fatty acids in the form of fish oil for 9 months is not associated with differences in mononuclear cell DNA methylation.181 This suggests that gestation is a critical time window in which fatty acids can reprogram offspring epigenetics, but that this window closes following birth.
Vitamin D
Elevated umbilical cord blood vitamin D levels are associated with a decrease in the repressive histone tail modifications H3K9me3 and H3K27me3 at the TSLP promoter and adjacent enhancer regions.182 This is associated with enhanced TSLP expression and an increased incidence of wheezing in the first 3 years of life compared to neonates with low vitamin D levels at birth.182 Vitamin D not only influences epigenetics during gestation and early life but also during adolescence.108,183 Adolescents with severe vitamin D deficiency demonstrate differential mononuclear cell DNA methylation compared to vitamin D sufficient adolescents.183
Malnutrition
Undernutrition affects nearly 25% of children worldwide, and is associated with vaccine failure and cognitive impairment.184 Children with undernutrition at 1 year of age have global remodeling of the activating histone modification H3K4me3 in mononuclear cells compared to well-nourished children.185 This remodeling is associated with decreased promoter-site H3K4me3 with global redistribution to other genomic sites. Pathways containing remodeled H3K4me3 include cytokine signaling and adaptive immunity, which may contribute to insufficient vaccine responses in undernourished children.185
Infection and inflammation
Sepsis
Preterm neonates diagnosed with clinical sepsis have differential mononuclear cell DNA methylation compared to healthy preterm neonates.186 Hypomethylated genes are enriched in pathways involved in neutrophil activation and degranulation, leukocyte migration, and cytokine production. Conversely, hypermethylated genes are enriched in pathways involved in T cell activation and differentiation, T cell receptor signaling, and cytokine production. TREM1 has been proposed as an early biomarker of neonatal sepsis, and hypomethylation of the TREM1 locus is noted in septic preterm neonates.186,187,188 S100A8 is an alarmin known to prevent expansion of inflammatory monocyte populations in neonatal sepsis, and hypomethylation of the S100A8 locus is detected in septic preterm neonates.186,189 Differential microRNA expression has also been described in neonatal sepsis, and appears to differ based on the organism causing sepsis.190,191,192,193 Multiple studies demonstrate decreased miR-26a expression in septic neonates.190,192 IL-6, which is a validated biomarker for the early diagnosis of neonatal sepsis, is a direct target of miR-26a and sepsis-induced downregulation of miR-26a may contribute to elevated IL-6 levels.190,194 A detailed list of microRNA expression in neonatal sepsis can be found in Table 1. These studies suggest that sepsis-induced changes in DNA methylation and microRNA expression contribute to phenotypes described in neonatal sepsis, and are attractive therapeutic targets.
Viral respiratory infections
Early life viral respiratory infections are associated with long-term health consequences, including persistent wheezing and asthma.195,196,197 Children who develop two or more lower respiratory tract infections within the first year of life have increased methylation of the PRF1 locus (involved in immunity and cytolysis) in umbilical cord blood mononuclear cells compared to children with no infections.198 This suggests that susceptibility to early life lower respiratory tract viral infections may be influenced by DNA methylation changes at birth. Interestingly, 3–4 year old children who were hospitalized for severe respiratory syncytial virus (RSV) infection prior to age 2 demonstrate hypomethylation of the PRF1 loci in whole blood.199 It is unclear what the methylation status of the PRF1 locus was in these children at birth, but it is plausible that the methylation status of PRF1 was altered during the severe RSV infection as an explanation for the difference in these findings. Rhinovirus also results in differential DNA methylation in children with asthma, which is thought to link this early life respiratory infection to asthma development and exacerbation.200,201 Acute RSV infection is also associated with alterations in immunomodulatory microRNA expression.202,203,204,205,206,207,208 These findings are highlighted in Table 2. Multiple studies demonstrate upregulation of miR-155 in nasal mucosa from RSV infected children, and demonstrate that higher miR-155 levels are associated with reduced disease severity.203,208 miR-155 is known to regulate myeloid cell activation, T cell responses and cytokine signaling.155,209 None of the additional differentially expressed microRNAs have been demonstrated in more than one study.202,203,204,205,206,207,208 Similar to RSV, children with rhinovirus infection have increased miR-155 in nasal secretions compared to healthy controls.208,210 However, nasal mucosa demonstrates differential expression of multiple other immunomodulatory microRNAs between children with rhinovirus and RSV infections.211 This suggests that each of these respiratory viruses have a unique impact on host epigenetics, but that these changes impact similar mechanisms in the development of childhood asthma.
Hepatitis B
Children with the hepatitis B e antigen (HBeAg), which is associated with active infection, have increased plasma miR-28-5p, miR-30a-5p, miR-30e-3p, miR-378a-3p, miR-574-3p, and let-7c and decreased miR-654-3p compared to antigen negative controls. These microRNAs target liver-specific genes, and may contribute to the higher risk of hepatocellular carcinoma and cirrhosis seen in patients with chronic hepatitis B infection.212 Different plasma microRNA profiles are also observed during different stages of chronic pediatric hepatitis B infection.213 Immune tolerant children (HBeAg positive, >20,000 IU/mL viral DNA, normal liver function) demonstrate the highest levels of miR-99a-5p, miR-100-5p, miR-122-5p, miR-122-3p, miR-125b-5p, miR-192-5p, miR-192-3p, miR-193b-3p, miR-194-5p, miR-215, miR-365a-3p, miR-455-5p, miR-483-3p and 885-5p. Immune active children (HBeAg positive, >20,000 IU/mL viral DNA, elevated liver function tests) have intermediate levels and immune inactive children (HBeAg negative, <2000 IU/mL viral DNA, normal liver function) have the lowest levels of these microRNAs. This demonstrates that microRNA levels are inversely correlated with immunologic control of chronic pediatric hepatitis B infection.213
Tuberculosis
Children with the active contagious form of tuberculosis (TB) have global peripheral blood DNA hypomethylation compared to uninfected controls.214 This was proposed as a potentially useful biomarker to monitor disease progression and treatment efficacy. Pediatric patients with active TB also demonstrate differential microRNA expression compared to healthy controls.215,216 There are increased levels of miR-21, miR-29a, miR-31, miR-155, and decreased levels of miR-146a in plasma from pediatric patients with active TB.216 It is unclear what impact active TB has on miR-31 expression, as one study demonstrates increased miR-31 in patients with active TB216 while another demonstrates decreased expression.215 MicroRNA expression has been proposed as a potential diagnostic biomarker for pediatric TB, but further validation of microRNA levels in active TB is required before this can be put into practice.
Parasites
Parasitic infections are common in developing countries and result in altered immunity and poor vaccine responses.217,218 CD4+ T cells from children with active Schistosoma haematobium and/or Ascaris lumbricoides infection have differential DNA methylation compared to age-matched uninfected controls.219 Hypermethylated genes included numerous transcription factors and other immunologically important genes, including IFNGR1, TNFS11, RELT, IL12RB2, and IL12B. These findings are associated with downregulation of IFN-γ inducible genes in infected individuals, which may explain the poor vaccine responses seen in helminth-infected children. These findings persist for at least 6 months after deworming is complete, which could impact future vaccination strategies.219
Vaccines
Differences in DNA methylation are associated with the strength of the immune response to the 13-valent pneumococcal conjugate vaccine.32 Infants who are high responders to the vaccine (based on IgG response) have hypomethylation of the HLA-DPB1 locus and hypermethylation of the IL6 locus in peripheral blood compared to low responders.32 These findings suggest that epigenetics influences vaccine responses, and has the potential to inform vaccine dosing and administration schedules.
Pollutants
Pollution appears to alter the chromatin landscape in both innate and adaptive immune cells. Children exposed to secondhand smoke and ambient air pollution have hypermethylation of the IFNG locus in effector T cells and hypermethylation of the FOXP3 locus in Tregs. This hypermethylation is associated with decreased expression of both of these genes in a cell-specific manner, resulting in a Th2 phenotype.220 Additionally, children with either high polycyclic aromatic hydrocarbon or ambient air pollution exposure have increased FOXP3 methylation with associated Treg dysfunction.221,222 Alveolar macrophages from children with severe asthma and passive smoke exposure have significantly lower expression of the histone deacetylase HDAC2 with an associated decrease in dexamethasone-induced inhibition of inflammation compared to children with severe asthma without passive smoke exposure.223 These findings are thought to contribute to the adverse health consequences of these environmental exposures, including the development and exacerbation of asthma symptoms.
Socioeconomic factors
Socioeconomic status is one of the strongest predictors of physical and mental health, and is known to influence immune responses.224,225 Family income, parental education, and family psychosocial adversity are associated with differential DNA methylation in buccal epithelial cells of kindergarten-aged children. Differentially methylated genes are involved in immune processes, including T cell responses and immunoglobulin function.226 This provides some mechanistic insight into social determinants of health outcomes.
These findings make a strong case that early life exposures have a marked impact on immune epigenetics and subsequent health outcomes. The impact of early life exposures on epigenetic reprogramming is summarized in Fig. 5.
Disease states
Epigenetics are implicated in a wide variety of disease processes, including cancer, autoimmune disease, neuropsychiatric conditions, and asthma, among many others.227,228 In this section we will review the contribution of epigenetics to pediatric diseases with a known immune component.
Genetic syndromes
Missense variants in the DNA methyltransferase gene DNMT3B results in immunodeficiency, centromeric instability, facial anomalies syndrome (ICF1). Patients with ICF1 have hypomethylation of pericentric regions of chromosomes 1, 9, and 16 in mitogen-stimulated lymphocytes, which is associated with hypogammaglobulinemia, intrinsic T cell defects, and a heightened risk of opportunistic infections.229,230 Missense or nonsense variants in the TET2 gene, which promotes DNA methylation, results in whole peripheral blood DNA hypermethylation. This is associated with abnormal T and B cell function, childhood immunodeficiency, and lymphoma development.231 Kabuki syndrome is a rare disease caused by pathogenic variants in either the H3K4 methyltransferase KMT2D (MLL2) or the lysine-specific demethylase KDM6A. Kabuki syndrome is characterized by distinctive facial features, intellectual disability, short stature, skeletal anomalies, and the persistence of fetal fingertip pads. Kabuki syndrome is associated with recurrent ear, nose, and throat infections, abnormal immunoglobulin secretion, and poor vaccine responses.232,233
Atopic diseases
Th2 immune responses, characterized by IL-4, IL-5, IL-9, and IL-13 expression, play a crucial role in the pathogenesis of asthma and atopy.234 Allergen exposure also stimulates Th2 cytokine expression, which amplifies Th2 responses in atopic individuals and leads to disease exacerbations.235 Th1 and Treg responses are downregulated in asthma and other atopic diseases.236 Many studies have evaluated epigenetic mechanisms in asthma and atopy with inconsistent results.228,237,238 Here we will focus on the role of epigenetics in pediatric asthma and other atopic diseases.
General atopy
IgE is a central mediator of atopic (allergic) inflammation. High IgE levels are associated with hypomethylation of numerous gene loci, including the Th2-associated loci IL5RA and IL4, in immune cells of atopic children and young adults.239,240 DNA methylation also serves as a molecular marker for biologic aging, and DNA methylation age acceleration during early childhood is associated with higher serum total IgE and an increased risk of atopic sensitization.241,242
Asthma
Umbilical cord blood demonstrates differential DNA methylation between children who do and do not develop asthma during childhood.243,244,245,246,247 This includes hypermethylation of the known asthma-associated genes SMAD3 and ORDML3 and the cytokine IL2 in children who subsequently develop asthma.244,246,247 These findings suggest that DNA methylation patterns at birth contribute to asthma susceptibility during childhood. Differential DNA methylation patterns are also noted in immune cells after the development of asthma.245,248,249,250,251 This includes hypomethylation of the asthma-associated gene ORDML3 and the Th2-associated genes IL13 and IL5RA, with hypermethylation of the Treg-associated gene FOXP3 and the Th1-associated gene IFNG.245,248,250,251 Respiratory and buccal epithelial cells from children with asthma also demonstrate differential methylation at genes with a known role in epithelial barrier function or asthma pathogenesis compared to non-asthmatic children.245,249,252,253,254,255,256,257,258 This includes hypermethylation of the IFNG locus in asthmatic children.258 Allergen-specific immunotherapy is a highly effective treatment for children with allergic asthma.259 Dust mite allergen-specific immunotherapy increases methylation of the IL4 locus in mononuclear cells from children with asthma, which is associated with decreased IL-4 expression and decreased sensitivity to dust mite allergen.260 Taken together, these findings demonstrate that DNA methylation plays a critical role in the pathogenesis of childhood asthma and that targeting immune cell DNA methylation leads to an improvement in symptoms.
MicroRNA expression and histone tail modifications may also contribute to the pathogenesis of childhood asthma. An association study found that polymorphisms of the miR-146a locus are associated with the development of asthma.261 Numerous studies also demonstrate differential microRNA expression between asthmatic children and non-asthmatic controls.256,262,263,264,265,266,267,268,269 These differences are outlined in Table 3. Elevated levels of the immunomodulatory microRNAs miR-146a, miR-21, and miR-221 have been found in the peripheral blood of asthmatic children in multiple studies.262,264,265,266,267 CD4+ T cells from children with asthma have increased H3 and H4 acetylation at the Th2 locus IL13 and increased H3 acetylation at the Treg locus FOXP3 compared to healthy controls.270 Alveolar epithelial cells from children and young adults with asthma have an increase in the activating histone tail modification H3K18ac at the promoter sites of TP63, EGRF1 and STAT6.271 These genes are important for epithelial repair and tissue maintenance, and increased H3K18ac near their promoters may explain the elevated levels of these genes found in asthmatic airway epithelium.272,273,274,275,276 These findings implicate epigenetics in the development of asthma, and suggest that several microRNAs may be useful biomarkers of disease.
Allergic rhinitis
Little is known about epigenetics in allergic rhinitis, but two studies show that respiratory epithelial cells from children with allergic rhinitis have differential DNA methylation compared to non-allergic children.277,278 These differentially methylated sites are enriched in pathways involved in IL-2 signaling, T cell receptor signaling, and bacterial invasion of epithelial cells.277,278
Atopic dermatitis
Children with atopic dermatitis do not have global DNA methylation differences in whole blood, T cells, or B cells compared to healthy controls.279 However, increased expression of the atopic dermatitis associated gene FCER1G in children and young adults with atopic dermatitis is associated with hypomethylation of the FCER1G promoter in monocytes.280,281 Additionally, epidermal lesions from pediatric patients with atopic dermatitis demonstrate differential DNA methylation compared to non-atopic children.279,282 This includes hypomethylation of the atopy associated gene TSLP in children with atopic dermatitis.282 Differential microRNA expression has also been shown in children with atopic dermatitis.283,284 Elevated serum levels of miR-203 and miR-483-5p, decreased urine miR-203, and elevated miR-155 in skin lesions are found in children with active disease.283,284 These findings indicate that epigenetics may contribute to the pathogenesis of atopic dermatitis, but more research is needed.
Eosinophilic esophagitis
Almost nothing is known about epigenetic changes in eosinophilic esophagitis. There is a single study showing increased miR-21 in esophageal tissue and serum from pediatric patients with eosinophilic esophagitis compared to healthy controls.266
Food allergy
Similar to asthma, umbilical cord blood demonstrates differential DNA methylation between children who do and do not develop food allergy during childhood.285,286 Many of these differentially methylated sites remain at 12 months of age, suggesting that this predisposing epigenetic landscape remains stable during early life.286 Children with IgE-mediated food allergy, including cow’s milk allergy and peanut allergy, demonstrate differential immune cell DNA methylation compared to non-allergic children.287,288,289,290,291 Food allergic children demonstrate hypomethylation of the Th2-associated genes IL5RA and IL4 and hypermethylation of the Th1 associated gene IFNG and the Treg associated gene FOXP3.288,289,290,292 DNA methylation patterns also vary by reaction severity amongst patients with peanut allergy.293 These DNA methylation differences have been used to develop a prediction tool for childhood food allergy, which outperforms traditional allergen-specific IgE and skin prick testing.294 Effective treatments for childhood food allergy have also been shown to impact epigenetics. Young children with IgE-mediated cow’s milk allergy who receive 12 months of an extensively hydrolyzed casein formula containing the probiotic Lactobacillus rhamnosus GG have hypomethylation of the FOXP3 and IFNG loci and hypermethylation of the IL4 and IL5 loci in CD4+ T cells compared to infants fed a soy-based formula.292 These differences are associated with improved immune tolerance in the children fed the extensively hydrolyzed formula.292 Similarly, children with peanut allergy who receive oral immunotherapy and subsequently develop immune tolerance have hypomethylation of the FOXP3 locus compared to children performing allergen avoidance.295 These studies provide compelling evidence that DNA methylation plays an important role in the development of food allergy, and that therapies that alter DNA methylation result in improved immune tolerance.
Obesity
Childhood obesity is associated with a pro-inflammatory state. This is linked to poor health outcomes, including the development of non-atopic asthma.296,297 Immune cells from obese children demonstrate differential DNA methylation compared to non-obese children, and many of these differentially methylated genes are involved in immune pathways.298,299,300 Obesity-associated asthma is a non-atopic Th1 polarized disease that is distinct from typical Th2 polarized atopic asthma.301 Obese asthmatic children have hypomethylation of genes involved in T cell signaling and macrophage activation, including CCL5, IL27, STAT1, IFNG, IL2RA, TBX21, and TGFB1, in mononuclear cells compared to obese non-asthmatic children.297 These findings are suggested to contribute to the non-atopic inflammation seen in obesity-associated asthma. Obesity and its related comorbidities are also associated with differences in microRNA expression.302,303,304 Obese children have increased mononuclear cell miR-33a and miR-33b expression (involved in antiviral immunity) compared to non-obese children.304 Obese adolescents with insulin resistance have increased peripheral blood miR-190b expression compared to obese adolescents without insulin resistance.303 Additionally, obese children with endothelial dysfunction have increased plasma miR-365b-3p and decreased miR-125a-3p and miR-342-3p compared to obese children without endothelial dysfunction.302 Childhood obesity alters immune cell epigenetic profiles, and these alterations are thought to contribute to obesity-related immune dysfunction and poor health outcomes.
Gastrointestinal diseases
Inflammatory bowel disease
Inflammatory bowel disease, including Crohn’s disease and ulcerative colitis, develops in the context of disordered inflammation and a Th17 predominant phenotype.305 Colonic tissue from pediatric patients with newly diagnosed ulcerative colitis demonstrates differential DNA methylation compared to tissue from healthy controls.306 Several of these differentially methylated genes are associated with mucosal immunity and defense responses.306 Numerous studies demonstrate differential microRNA expression in serum or intestinal tissue from pediatric patients with inflammatory bowel disease.307,308,309,310,311,312,313,314 These differences are detailed in Table 4. Only a few of these microRNAs have been validated in multiple studies, and these include increased miR-142-3p, miR-146a, miR-21, miR-223, and miR-155 and decreased miR-124 in intestinal mucosa and increased miR-192 and miR-21 in serum from subjects with inflammatory bowel disease.307,308,309,310,311,312,314 Commonly used treatment regimens for inflammatory bowel disease, including glucocorticoids and infliximab, alter microRNA expression, highlighting their role in disease pathogenesis.315,316
Celiac disease
Celiac disease is an autoimmune disease triggered by gluten ingestion that results in significant intestinal inflammation.317 Pediatric patients with untreated celiac disease have increased serum miR-21 and decreased serum miR-31 compared to patients with treated celiac disease and healthy controls.318 This points to a possible role for epigenetics in celiac disease symptomatology.
Intestinal failure/dysfunction
Environmental enteric dysfunction is an intestinal malfunction syndrome present in impoverished tropical areas that results in growth failure and is caused by T cell-mediated mucosal inflammation.319 Duodenal tissue from children with environmental enteric dysfunction has DNA hypermethylation at genes involved in epithelial metabolism and barrier function (TNXB, SERPINB5) and hypomethylation of genes involved in immune responses and cell proliferation (IFITM, PARP9) compared to unaffected children.319 Intestinal macrophages from children with other forms of intestinal failure have decreased miR-124 compared to children without intestinal failure.320 miR-124 regulates intestinal macrophage activation, and may play a role in intestinal inflammation that is a hallmark of intestinal failure.320
Biliary atresia
Biliary atresia involves abnormal development of the liver bile ducts. Inflammation and scarring of the ducts are thought to contribute to disease development, but the exact etiology has yet to be determined.321 Tregs from infants with biliary atresia have increased methylation of the FOXP3 promoter compared to age-matched controls.322 This is thought to contribute to impaired Treg suppressive function and exacerbate bile duct inflammation. Liver tissue from pediatric subjects with biliary atresia demonstrate increased miR-181 and miR-155 and decreased miR-29, miR-483, and miR-200 compared to healthy controls.323,324 Downregulation of miR-155 reduces the incidence of biliary atresia in a rhesus monkey model, highlighting the role of epigenetics in disease development.323
Type 1 diabetes
Type 1 diabetes is caused by immune-mediated destruction of pancreatic beta cells, which results in insulin deficiency.325 T cells, B cells, and monocytes from monozygotic twins with Type 1 diabetes demonstrate differential DNA methylation compared to their unaffected twin.326,327 These differentially methylated sites involve immune and defense response genes, including several genes known to be associated with Type 1 diabetes (HLA, INS, IL2RB, CD226).326 This differential methylation is not present in umbilical cord blood, suggesting that these DNA methylation changes are driven by postnatal environmental factors.327 CD4+ T cells and Tregs from adolescents and young adults at risk for developing Type 1 diabetes (first-degree relative with type 1 diabetes, autoantibodies to at least two islet antigens) have differential microRNA expression compared to healthy controls.328 This includes increased miR-181a and decreased miR-99b, miR-126, miR-33a, miR-194, and miR-340 in CD4+ T cells and increased miR-15a and decreased let-7c in Tregs.328 These microRNAs have been proposed as useful biomarkers to identify disease risk. At the time of Type 1 diabetes diagnosis, several microRNAs are differentially expressed compared to nondiabetic children.329,330,331,332,333 The only three microRNAs that have been validated in multiple studies are miR-24, miR-27a, and miR-27b, all of which are upregulated in peripheral blood of children with newly diagnosed Type 1 diabetes.330,331,333 Different microRNA profiles have also been described based on severity of disease at the time of onset and time since disease diagnosis.331,332,333,334,335,336 Table 5 highlights these differences. These studies demonstrate that immune cell epigenetic profiles are fluid during the progression of Type 1 diabetes and that different epigenetic mechanisms may play a role at different stages of the disease.
Rheumatologic diseases
Juvenile idiopathic arthritis
Juvenile idiopathic arthritis (JIA) is an immune-mediated disease that results in joint inflammation and damage.337 Mononuclear cells from children with JIA have decreased expression of the DNA methyltransferases DNMT1, DNMT3A, and DNMT3B compared to healthy controls.338 This suggests that DNA methylation may play a role in disease pathogenesis. Additionally, pediatric patients with JIA have increased plasma miR-155 and decreased plasma miR-204 compared to unaffected children.339,340 These studies provide limited evidence that epigenetics contributes to JIA-associated pathology.
Juvenile systemic lupus erythematosus
Systemic lupus erythematosus (SLE) is chronic autoimmune disease that affects nearly every organ. Pediatric patients with SLE demonstrate differential DNA methylation in whole blood, CD4+ T cells, CD8+ T cells, B cells, and neutrophils compared to unaffected children.341 Fifteen genes demonstrate hypomethylation in whole blood and across all purified cell lineages and are proposed as an SLE-specific DNA methylation signature. The hypomethylated genes include IFI44L, MX1, PARP9, DTX3L, EPSTI1, IFI44, IFIT1, CMPK2, PLSCR1, DDX60, DDX58, USP18, RABGAP1L, FKBP5, and ISG15.341 Hypermethylation of the Treg locus FOXP3 is also noted in whole blood from pediatric subjects with SLE, which may contribute to the autoimmune phenotype of the disease.342 Pediatric patients with SLE also have decreased peripheral blood miR-155 and miR-181a compared to control children.340,343 From these studies, it appears that epigenetic mechanisms contribute to autoimmunity that is a hallmark of SLE.
IgA vasculitis
IgA vasculitis is an immune-mediated vasculitis characterized by nonthrombocytopenic purpura, abdominal pain, and arthritis.344 Children with active IgA vasculitis have significantly increased plasma levels of miR-33 and miR-34 and significantly decreased levels of miR-122 and miR-204 compared to children with inactive disease and healthy control children.345 This suggests that microRNAs participate in active disease in IgA vasculitis.
Kawasaki disease
Kawasaki disease (KD) is a pediatric acute systemic vasculitis with an unclear etiology, although genetic and infectious factors are thought to contribute to disease development.346 Subjects with KD demonstrate differential peripheral blood DNA methylation compared to healthy subjects and febrile non-KD subjects.347,348,349,350,351,352,353 This includes hypomethylation of the HAMP, FCGR2A, MMP-2, MMP-9, MMP-14, MMP-15, MMP-16, TLR1, TLR2, TLR4, TLR6, TLR8, and TLR9 loci in subjects with KD.348,349,351,352,353 Administration of intravenous immunoglobulin (IVIG) is the standard of care for KD, and each of these gene loci demonstrate increased methylation following IVIG administration.348,349,351,352,353 This is thought to be at least one mechanism by which IVIG dampens immune responses in patients with KD. Subjects with KD also demonstrate elevated serum miR-200c and miR-371-5p and altered Treg microRNA expression (increased miR-31, decreased miR-155 and miR-21) compared to healthy controls.354,355 Interestingly, IVIG treatment also affects microRNA expression, and patients with KD demonstrate decreased Treg miR-31 and increased Treg miR-155 and miR-21 following IVIG administration.355 Although the etiology of KD has yet to be clearly identified, epigenetics seems to at least be involved in the response to IVIG therapy.
Immune-mediated thrombocytopenia
Immune-mediated thrombocytopenia is characterized by isolated thrombocytopenia without alterations in other hematopoietic cell lines and is attributed to immune-mediated destruction of platelets and platelet precursors.356 Polymorphism of the DNA methyltransferase gene DNMT3B is associated with an increased risk of childhood chronic immune thrombocytopenia.357 It has also been demonstrated that children with primary immune thrombocytopenia have hypermethylation of the Treg locus FOXP3 compared to unaffected children.358 These studies link differential DNA methylation to disease pathogenesis in childhood immune thrombocytopenia. Pediatric patients with acute immune thrombocytopenia also have increased peripheral blood miR-302c-3p, miR-483-5p, miR-223-3p, miR-597 and decreased miR-544a compared to healthy controls and increased miR-302c-3p compared to pediatric patients with chronic immune thrombocytopenia.359 This suggests that microRNAs may play a role in the pathogenesis of pediatric immune thrombocytopenia and may play a different role in acute and chronic forms of the disease.
Pulmonary diseases
Cystic fibrosis
Cystic fibrosis is a disease characterized by chronic respiratory infection and progressive respiratory insufficiency.360 Children and young adults with a cystic fibrosis exacerbation have increased sputum miR-451a, miR-486-5p, and miR-17~92 cluster and decreased miR-19b, miR-223, and miR-27b-3p compared to patients without an exacerbation.361,362 Many of these levels negatively correlate with lung function parameters, and could serve as useful biomarkers of respiratory status in patients with cystic fibrosis.
Bronchopulmonary dysplasia
Bronchopulmonary dysplasia (BPD) is a chronic lung disease related to prematurity. The causes of BPD are multifactorial and include oxygen toxicity, inflammation, and mechanical ventilation-induced lung damage.363 Lung tissue from preterm infants with BPD demonstrate differential DNA methylation compared to preterm infants without BPD.364 Differentially methylated genes are enriched in pathways involved in ErbB and nitric oxide signaling, both of which are associated with the development of BPD.364
From this section it is clear that epigenetics is involved in the pathogenesis of many childhood onset diseases. The contributions of DNA methylation and histone tail modifications to immune responses in childhood onset diseases are summarized in Fig. 6.
Conclusion
There is clear and compelling evidence that epigenetic mechanisms are involved in a broad array of biological processes related to immune development and immune health during childhood. Appropriate maturation of neonatal and pediatric immune responses is driven by epigenetic mechanisms, and a variety of prenatal, perinatal and postnatal exposures disrupt these epigenetic processes and contribute to poor health outcomes. Numerous pediatric-onset diseases also have an epigenetic component, and some commonly used treatment strategies influence immune epigenetic profiles and result in improvement or resolution of disease symptoms. The recent interest in the epigenetic regulation of pediatric immunity and immune-mediated diseases is encouraging, as this will likely lead to the identification of novel therapies and to significant improvements in health and quality of life at all stages of human development.
References
Zemach, A., McDaniel, I. E., Silva, P. & Zilberman, D. Genome-wide evolutionary analysis of eukaryotic DNA methylation. Science 328, 916–919 (2010).
Greenberg, M. V. C. & Bourc’his, D. The diverse roles of DNA methylation in mammalian development and disease. Nat. Rev. Mol. Cell Biol. 20, 590–607 (2019).
Sawan, C. & Herceg, Z. Histone modifications and cancer. Adv. Genet. 70, 57–85 (2010).
Ramazi, S., Allahverdi, A. & Zahiri, J. Evaluation of post-translational modifications in histone proteins: a review on histone modification defects in developmental and neurological disorders. J. Biosci. 45, 135 (2020).
Anglicheau, D., Muthukumar, T. & Suthanthiran, M. MicroRNAs: small RNAs with big effects. Transplantation 90, 105–112 (2010).
Ha, M. & Kim, V. N. Regulation of microRNA biogenesis. Nat. Rev. Mol. Cell Biol. 15, 509–524 (2014).
Vasudevan, S. Posttranscriptional upregulation by microRNAs. Wiley Interdiscip. Rev. RNA 3, 311–330 (2012).
Paul, P. et al. Interplay between miRNAs and human diseases. J. Cell. Physiol. 233, 2007–2018 (2018).
Condrat, C. E. et al. miRNAs as biomarkers in disease: latest findings regarding their role in diagnosis and prognosis. Cells 9, 276 (2020).
Tzika, E., Dreker, T. & Imhof, A. Epigenetics and metabolism in health and disease. Front. Genet. 9, 361 (2018).
Sharma, S., Kelly, T. K. & Jones, P. A. Epigenetics in cancer. Carcinogenesis 31, 27–36 (2010).
Busslinger, M. & Tarakhovsky, A. Epigenetic control of immunity. Cold Spring Harb. Perspect. Biol. 6, a019307 (2014).
Simonsen, K. A., Anderson-Berry, A. L., Delair, S. F. & Davies, H. D. Early-onset neonatal sepsis. Clin. Microbiol. Rev. 27, 21–47 (2014).
Tatad, A. M. et al. Cytokine expression in response to bacterial antigens in preterm and term infant cord blood monocytes. Neonatology 94, 8–15 (2008).
Michels, K. B., Harris, H. R. & Barault, L. Birthweight, maternal weight trajectories and global DNA methylation of LINE-1 repetitive elements. PLoS ONE 6, e25254 (2011).
Cruickshank, M. N. et al. Analysis of epigenetic changes in survivors of preterm birth reveals the effect of gestational age and evidence for a long term legacy. Genome Med. 5, 96 (2013).
Wu, Y. et al. Analysis of two birth tissues provides new insights into the epigenetic landscape of neonates born preterm. Clin. Epigenetics 11, 26 (2019).
de Goede, O. M., Lavoie, P. M. & Robinson, W. P. Cord blood hematopoietic cells from preterm infants display altered DNA methylation patterns. Clin. Epigenetics 9, 39 (2017).
Merid, S. K. et al. Epigenome-wide meta-analysis of blood DNA methylation in newborns and children identifies numerous loci related to gestational age. Genome Med. 12, 25 (2020).
Simpkin, A. J. et al. Longitudinal analysis of DNA methylation associated with birth weight and gestational age. Hum. Mol. Genet. 24, 3752–3763 (2015).
Spada, E. et al. Epigenome wide association and stochastic epigenetic mutation analysis on cord blood of preterm birth. Int. J. Mol. Sci. 21, 5044 (2020).
Hannon, E. et al. Variable DNA methylation in neonates mediates the association between prenatal smoking and birth weight. Philos. Trans. R. Soc. Lond. B Biol. Sci. 374, 20180120 (2019).
Bohlin, J. et al. Prediction of gestational age based on genome-wide differentially methylated regions. Genome Biol. 17, 207 (2016).
McCarthy, J. M. et al. Umbilical cord nucleated red blood cell counts: normal values and the effect of labor. J. Perinatol. 26, 89–92 (2006).
Ji, H. et al. Comprehensive methylome map of lineage commitment from haematopoietic progenitors. Nature 467, 338–342 (2010).
Álvarez-Errico, D., Vento-Tormo, R., Sieweke, M. & Ballestar, E. Epigenetic control of myeloid cell differentiation, identity and function. Nat. Rev. Immunol. 15, 7–17 (2015).
Yu, Y. et al. High resolution methylome analysis reveals widespread functional hypomethylation during adult human erythropoiesis. J. Biol. Chem. 288, 8805–8814 (2013).
Bermick, J. R. et al. Neonatal monocytes exhibit a unique histone modification landscape. Clin. Epigenetics 8, 99 (2016).
Zea-Vera, A. & Ochoa, T. J. Challenges in the diagnosis and management of neonatal sepsis. J. Trop. Pediatr. 61, 1–13 (2015).
Alisch, R. S. et al. Age-associated DNA methylation in pediatric populations. Genome Res. 22, 623–632 (2012).
Urdinguio, R. G. et al. Longitudinal study of DNA methylation during the first 5 years of life. J. Transl. Med. 14, 160 (2016).
Pischedda, S. et al. Changes in epigenetic profiles throughout early childhood and their relationship to the response to pneumococcal vaccination. Clin. Epigenetics 13, 29 (2021).
Mulder, R. H. et al. Epigenome-wide change and variation in DNA methylation in childhood: trajectories from birth to late adolescence. Hum. Mol. Genet. 30, 119–134 (2021).
Hayashi, I. et al. Full-term low birth weight infants have differentially hypermethylated DNA related to immune system and organ growth: a comparison with full-term normal birth weight infants. BMC Res. Notes 13, 199 (2020).
Li, J. et al. Impaired NK cell antiviral cytokine response against influenza virus in small-for-gestational-age neonates. Cell. Mol. Immunol. 10, 437–443 (2013).
Acevedo, N. et al. Age-associated DNA methylation changes in immune genes, histone modifiers and chromatin remodeling factors within 5 years after birth in human blood leukocytes. Clin. Epigenetics 7, 34 (2015).
Gutierrez, M. J., Nino, G., Hong, X. & Wang, X. Epigenetic dynamics of the infant immune system reveals a tumor necrosis factor superfamily signature in early human life. Epigenomes 4, 12 (2020).
Jacoby, M. et al. Interindividual variability and co-regulation of DNA methylation differ among blood cell populations. Epigenetics 7, 1421–1434 (2012).
Martino, D. J. et al. Evidence for age-related and individual-specific changes in DNA methylation profile of mononuclear cells during early immune development in humans. Epigenetics 6, 1085–1094 (2011).
Herbstman, J. B. et al. Predictors and consequences of global DNA methylation in cord blood and at three years. PLoS ONE 8, e72824 (2013).
Thompson, E. E. et al. Global DNA methylation changes spanning puberty are near predicted estrogen-responsive genes and enriched for genes involved in endocrine and immune processes. Clin. Epigenetics 10, 62 (2018).
Huen, K. et al. Age-related differences in miRNA expression in Mexican-American newborns and children. Int. J. Environ. Res. Public Health. 16, 524 (2019).
Prentice, S. et al. BCG-induced non-specific effects on heterologous infectious disease in Ugandan neonates: an investigator-blind randomised controlled trial. Lancet Infect. Dis. 21, 993–1003 (2021).
Zhao, M. et al. Distinct epigenomes in CD4(+) T cells of newborns, middle-ages and centenarians. Sci. Rep. 6, 38411 (2016).
Dobbs, K. R. et al. Age-related differences in monocyte DNA methylation and immune function in healthy Kenyan adults and children. Immun. Ageing 18, 11 (2021).
Cheung, P. et al. Single-cell chromatin modification profiling reveals increased epigenetic variations with aging. Cell 173, 1385–1397. e1314 (2018).
Merkerova, M., Vasikova, A., Belickova, M. & Bruchova, H. MicroRNA expression profiles in umbilical cord blood cell lineages. Stem Cells Dev. 19, 17–26 (2010).
Yu, H. R. et al. Comparison of the functional microRNA expression in immune cell subsets of neonates and adults. Front. Immunol. 7, 615 (2016).
Takahashi, N., Nakaoka, T. & Yamashita, N. Profiling of immune-related microRNA expression in human cord blood and adult peripheral blood cells upon proinflammatory stimulation. Eur. J. Haematol. 88, 31–38 (2012).
Kim, S. Y. et al. Methylome of fetal and maternal monocytes and macrophages at the feto-maternal interface. Am. J. Reprod. Immunol. 68, 8–27 (2012).
Lederhuber, H. et al. MicroRNA-146: tiny player in neonatal innate immunity? Neonatology 99, 51–56 (2011).
Huang, H. C. et al. miRNA-125b regulates TNF-α production in CD14+ neonatal monocytes via post-transcriptional regulation. J. Leukoc. Biol. 92, 171–182 (2012).
Huang, H. C. et al. MicroRNA-142-3p and let-7g negatively regulates augmented IL-6 production in neonatal polymorphonuclear leukocytes. Int. J. Biol. Sci. 13, 690–700 (2017).
Jacometo, C. B. et al. Maternal supply of methionine during late pregnancy is associated with changes in immune function and abundance of microRNA and mRNA in Holstein calf polymorphonuclear leukocytes. J. Dairy Sci. 101, 8146–8158 (2018).
Dindot, S. V. et al. Postnatal changes in epigenetic modifications of neutrophils of foals are associated with increased ROS function and regulation of neutrophil function. Dev. Comp. Immunol. 87, 182–187 (2018).
Charrier, E. et al. Post-transcriptional down-regulation of Toll-like receptor signaling pathway in umbilical cord blood plasmacytoid dendritic cells. Cell. Immunol. 276, 114–121 (2012).
Yoshimoto, M., Yoder, M. C., Guevara, P. & Adkins, B. The murine Th2 locus undergoes epigenetic modification in the thymus during fetal and postnatal ontogeny. PLoS ONE 8, e51587 (2013).
Rose, S., Lichtenheld, M., Foote, M. R. & Adkins, B. Murine neonatal CD4 + cells are poised for rapid Th2 effector-like function. J. Immunol. 178, 2667–2678 (2007).
Martino, D. et al. Genome-scale profiling reveals a subset of genes regulated by DNA methylation that program somatic T-cell phenotypes in humans. Genes Immun. 13, 388–398 (2012).
Forsberg, A. et al. Pre- and postnatal Lactobacillus reuteri treatment alters DNA methylation of infant T helper cells. Pediatr. Allergy Immunol. 31, 544–553 (2020).
White, G. P., Watt, P. M., Holt, B. J. & Holt, P. G. Differential patterns of methylation of the IFN-gamma promoter at CpG and non-CpG sites underlie differences in IFN-gamma gene expression between human neonatal and adult CD45RO- T cells. J. Immunol. 168, 2820–2827 (2002).
Weitzel, R. P. et al. microRNA 184 regulates expression of NFAT1 in umbilical cord blood CD4+ T cells. Blood 113, 6648–6657 (2009).
Palin, A. C., Ramachandran, V., Acharya, S. & Lewis, D. B. Human neonatal naive CD4+ T cells have enhanced activation-dependent signaling regulated by the microRNA miR-181a. J. Immunol. 190, 2682–2691 (2013).
Ramming, A. et al. Maturation-related histone modifications in the PU.1 promoter regulate Th9-cell development. Blood 119, 4665–4674 (2012).
Smith, N. L. et al. Developmental origin governs CD8(+) T cell fate decisions during infection. Cell 174, 117–130.e114 (2018).
Wells, A. C. et al. Modulation of let-7 miRNAs controls the differentiation of effector CD8 T cells. Elife. 6, 326398 (2017).
Wissink, E. M. et al. MicroRNAs and their targets are differentially regulated in adult and neonatal mouse CD8+ T cells. Genetics 201, 1017–1030 (2015).
Galindo-Albarrán, A. O. et al. CD8(+) T cells from human neonates are biased toward an innate immune response. Cell Rep. 17, 2151–2160 (2016).
D’Addio, F. et al. The link between the PDL1 costimulatory pathway and Th17 in fetomaternal tolerance. J. Immunol. 187, 4530–4541 (2011).
Guleria, I. et al. A critical role for the programmed death ligand 1 in fetomaternal tolerance. J. Exp. Med. 202, 231–237 (2005).
Habicht, A. et al. A link between PDL1 and T regulatory cells in fetomaternal tolerance. J. Immunol. 179, 5211–5219 (2007).
Hsu, H. et al. Prolonged PD1 expression on neonatal Vδ2 lymphocytes dampens proinflammatory responses: role of epigenetic regulation. J. Immunol. 197, 1884–1892 (2016).
Glaesener, S. et al. Decreased production of class-switched antibodies in neonatal B cells is associated with increased expression of miR-181b. PLoS ONE 13, e0192230 (2018).
Heijmans, B. T. et al. Persistent epigenetic differences associated with prenatal exposure to famine in humans. Proc. Natl Acad. Sci. USA 105, 17046–17049 (2008).
He, Y. et al. DNA methylation changes related to nutritional deprivation: a genome-wide analysis of population and in vitro data. Clin. Epigenetics 11, 80 (2019).
Robinson, S. M. et al. Modifiable early-life risk factors for childhood adiposity and overweight: an analysis of their combined impact and potential for prevention. Am. J. Clin. Nutr. 101, 368–375 (2015).
McEvoy, C. T. & Spindel, E. R. Pulmonary effects of maternal smoking on the fetus and child: effects on lung development, respiratory morbidities, and life long lung health. Paediatr. Respir. Rev. 21, 27–33 (2017).
Huang, L. et al. Maternal smoking and attention-deficit/hyperactivity disorder in offspring: a meta-analysis. Pediatrics 141, e20172465 (2018).
Joubert, B. R. et al. DNA methylation in newborns and maternal smoking in pregnancy: genome-wide consortium meta-analysis. Am. J. Hum. Genet. 98, 680–696 (2016).
Küpers, L. K. et al. DNA methylation mediates the effect of maternal smoking during pregnancy on birthweight of the offspring. Int. J. Epidemiol. 44, 1224–1237 (2015).
Richmond, R. C. et al. Prenatal exposure to maternal smoking and offspring DNA methylation across the lifecourse: findings from the Avon Longitudinal Study of Parents and Children (ALSPAC). Hum. Mol. Genet. 24, 2201–2217 (2015).
Ladd-Acosta, C. et al. Presence of an epigenetic signature of prenatal cigarette smoke exposure in childhood. Environ. Res. 144, 139–148 (2016).
Wang, I. J. et al. Prenatal smoke exposure, DNA methylation, and childhood atopic dermatitis. Clin. Exp. Allergy 43, 535–543 (2013).
Venkatakrishnan, K., Von Moltke, L. L. & Greenblatt, D. J. Human drug metabolism and the cytochromes P450: application and relevance of in vitro models. J. Clin. Pharmacol. 41, 1149–1179 (2001).
Olety, B. et al. Myosin 1G (Myo1G) is a haematopoietic specific myosin that localises to the plasma membrane and regulates cell elasticity. FEBS Lett. 584, 493–499 (2010).
Phelan, J. D. et al. Gfi1-cells and circuits: unraveling transcriptional networks of development and disease. Curr. Opin. Hematol. 17, 300–307 (2010).
Shimoda, Y. & Watanabe, K. Contactins: emerging key roles in the development and function of the nervous system. Cell Adh. Migr. 3, 64–70 (2009).
Wu, C. C. et al. Paternal tobacco smoke correlated to offspring asthma and prenatal epigenetic programming. Front. Genet. 10, 471 (2019).
Herberth, G. et al. Maternal and cord blood miR-223 expression associates with prenatal tobacco smoke exposure and low regulatory T-cell numbers. J. Allergy Clin. Immunol. 133, 543–550 (2014).
Grandjean, P. et al. Cognitive deficit in 7-year-old children with prenatal exposure to methylmercury. Neurotoxicol. Teratol. 19, 417–428 (1997).
Sagiv, S. K. et al. Prenatal exposure to mercury and fish consumption during pregnancy and attention-deficit/hyperactivity disorder-related behavior in children. Arch. Pediatr. Adolesc. Med. 166, 1123–1131 (2012).
Tolins, M., Ruchirawat, M. & Landrigan, P. The developmental neurotoxicity of arsenic: cognitive and behavioral consequences of early life exposure. Ann. Glob. Health 80, 303–314 (2014).
Cardenas, A. et al. Differential DNA methylation in umbilical cord blood of infants exposed to mercury and arsenic in utero. Epigenetics 10, 508–515 (2015).
Kile, M. L. et al. Effect of prenatal arsenic exposure on DNA methylation and leukocyte subpopulations in cord blood. Epigenetics 9, 774–782 (2014).
Rager, J. E. et al. Prenatal arsenic exposure and the epigenome: altered microRNAs associated with innate and adaptive immune signaling in newborn cord blood. Environ. Mol. Mutagen. 55, 196–208 (2014).
Starling, A. P. et al. Prenatal exposure to per- and polyfluoroalkyl substances and infant growth and adiposity: the Healthy Start Study. Environ. Int. 131, 104983 (2019).
Ait Bamai, Y. et al. Effect of prenatal exposure to per- and polyfluoroalkyl substances on childhood allergies and common infectious diseases in children up to age 7 years: The Hokkaido study on environment and children’s health. Environ. Int. 143, 105979 (2020).
Starling, A. P. et al. Prenatal exposure to per- and polyfluoroalkyl substances, umbilical cord blood DNA methylation, and cardio-metabolic indicators in newborns: The Healthy Start Study. Environ. Health Perspect. 128, 127014 (2020).
Woods, R. et al. Long-lived epigenetic interactions between perinatal PBDE exposure and Mecp2308 mutation. Hum. Mol. Genet. 21, 2399–2411 (2012).
Ta, T. A. et al. Bioaccumulation and behavioral effects of 2,2′,4,4′-tetrabromodiphenyl ether (BDE-47) in perinatally exposed mice. Neurotoxicol. Teratol. 33, 393–404 (2011).
Dao, T., Hong, X., Wang, X. & Tang, W. Y. Aberrant 5’-CpG methylation of cord blood TNFα associated with maternal exposure to polybrominated diphenyl ethers. PLoS ONE 10, e0138815 (2015).
Guarnieri, M. & Balmes, J. R. Outdoor air pollution and asthma. Lancet 383, 1581–1592 (2014).
Gruzieva, O. et al. Epigenome-wide meta-analysis of methylation in children related to prenatal NO2 air pollution exposure. Environ. Health Perspect. 125, 104–110 (2017).
Tang, W. Y. et al. Maternal exposure to polycyclic aromatic hydrocarbons and 5’-CpG methylation of interferon-γ in cord white blood cells. Environ. Health Perspect. 120, 1195–1200 (2012).
Perera, F. et al. Relation of DNA methylation of 5’-CpG island of ACSL3 to transplacental exposure to airborne polycyclic aromatic hydrocarbons and childhood asthma. PLoS ONE 4, e4488 (2009).
Fetahu, I. S., Höbaus, J. & Kállay, E. Vitamin D and the epigenome. Front. Physiol. 5, 164 (2014).
Jiao, X. et al. Vitamin D deficiency during pregnancy affects the function of Th1/Th2 cells and methylation of IFN-γ gene in offspring rats. Immunol. Lett. 212, 98–105 (2019).
Anderson, C. M. et al. Effects of maternal vitamin D supplementation on the maternal and infant epigenome. Breastfeed. Med. 13, 371–380 (2018).
Irwin, R. E. et al. The interplay between DNA methylation, folate and neurocognitive development. Epigenomics 8, 863–879 (2016).
Schaible, T. D. et al. Maternal methyl-donor supplementation induces prolonged murine offspring colitis susceptibility in association with mucosal epigenetic and microbiomic changes. Hum. Mol. Genet. 20, 1687–1696 (2011).
Amarasekera, M. et al. Genome-wide DNA methylation profiling identifies a folate-sensitive region of differential methylation upstream of ZFP57-imprinting regulator in humans. FASEB J. 28, 4068–4076 (2014).
Harb, H. et al. Epigenetic regulation in early childhood: a miniaturized and validated method to assess histone acetylation. Int. Arch. Allergy Immunol. 168, 173–181 (2015).
D’Vaz, N. et al. Fish oil supplementation in early infancy modulates developing infant immune responses. Clin. Exp. Allergy 42, 1206–1216 (2012).
Dunstan, J. A. et al. Fish oil supplementation in pregnancy modifies neonatal allergen-specific immune responses and clinical outcomes in infants at high risk of atopy: a randomized, controlled trial. J. Allergy Clin. Immunol. 112, 1178–1184 (2003).
Tremblay, B. L. et al. Epigenetic changes in blood leukocytes following an omega-3 fatty acid supplementation. Clin. Epigenetics 9, 43 (2017).
Losol, P. et al. Effect of gestational oily fish intake on the risk of allergy in children may be influenced by FADS1/2, ELOVL5 expression and DNA methylation. Genes Nutr. 14, 20 (2019).
Bianchi, M. et al. Maternal intake of n-3 polyunsaturated fatty acids during pregnancy is associated with differential methylation profiles in cord blood white cells. Front. Genet. 10, 1050 (2019).
van Dijk, S. J. et al. Effect of prenatal DHA supplementation on the infant epigenome: results from a randomized controlled trial. Clin. Epigenetics 8, 114 (2016).
Amarasekera, M. et al. Epigenome-wide analysis of neonatal CD4(+) T-cell DNA methylation sites potentially affected by maternal fish oil supplementation. Epigenetics 9, 1570–1576 (2014).
Harb, H. et al. The role of PKCζ in cord blood T-cell maturation towards Th1 cytokine profile and its epigenetic regulation by fish oil. Biosci. Rep. 37, BSR20160485 (2017).
Godfrey, K. M. et al. Influence of maternal obesity on the long-term health of offspring. Lancet Diabetes Endocrinol. 5, 53–64 (2017).
Sharp, G. C. et al. Maternal pre-pregnancy BMI and gestational weight gain, offspring DNA methylation and later offspring adiposity: findings from the Avon Longitudinal Study of Parents and Children. Int. J. Epidemiol. 44, 1288–1304 (2015).
Liu, X. et al. Maternal preconception body mass index and offspring cord blood DNA methylation: exploration of early life origins of disease. Environ. Mol. Mutagen. 55, 223–230 (2014).
Burris, H. H. et al. Offspring DNA methylation of the aryl-hydrocarbon receptor repressor gene is associated with maternal BMI, gestational age, and birth weight. Epigenetics 10, 913–921 (2015).
Morales, E., Groom, A., Lawlor, D. A. & Relton, C. L. DNA methylation signatures in cord blood associated with maternal gestational weight gain: results from the ALSPAC cohort. BMC Res. Notes 7, 278 (2014).
Lawlor, D. A., Relton, C., Sattar, N. & Nelson, S. M. Maternal adiposity—a determinant of perinatal and offspring outcomes? Nat. Rev. Endocrinol. 8, 679–688 (2012).
Sureshchandra, S. et al. Maternal pregravid obesity remodels the DNA methylation landscape of cord blood monocytes disrupting their inflammatory program. J. Immunol. 199, 2729–2744 (2017).
Cifuentes-Zúñiga, F. et al. IL-10 expression in macrophages from neonates born from obese mothers is suppressed by IL-4 and LPS/INFγ. J. Cell. Physiol. 232, 3693–3701 (2017).
Vega-Tapia, F. et al. Maternal obesity is associated with a sex-specific epigenetic programming in human neonatal monocytes. Epigenomics 12, 1999–2018 (2020).
Weng, X. et al. Genome-wide DNA methylation profiling in infants born to gestational diabetes mellitus. Diabetes Res. Clin. Pract. 142, 10–18 (2018).
Méndez-Mancilla, A. et al. Differential expression profiles of circulating microRNAs in newborns associated to maternal pregestational overweight and obesity. Pediatr. Obes. 13, 168–174 (2018).
Ghaffari, N., Parry, S., Elovitz, M. A. & Durnwald, C. P. The Effect of an obesogenic maternal environment on expression of fetal umbilical cord blood miRNA. Reprod. Sci. 22, 860–864 (2015).
Geraghty, A. A. et al. A low glycaemic index diet in pregnancy induces dna methylation variation in blood of newborns: results from the ROLO Randomised Controlled Trial. Nutrients 10, 455 (2018).
Guénard, F. et al. Methylation and expression of immune and inflammatory genes in the offspring of bariatric bypass surgery patients. J. Obes. 2013, 492170 (2013).
Knoop, J. et al. Maternal Type 1 diabetes reduces autoantigen-responsive CD4(+) T cells in offspring. Diabetes 69, 661–669 (2020).
Lazdam, M. et al. Elevated blood pressure in offspring born premature to hypertensive pregnancy: is endothelial dysfunction the underlying vascular mechanism? Hypertension 56, 159–165 (2010).
Davis, E. F. et al. Clinical cardiovascular risk during young adulthood in offspring of hypertensive pregnancies: insights from a 20-year prospective follow-up birth cohort. BMJ Open 5, e008136 (2015).
Yu, G. Z. et al. Neonatal micro-RNA profile determines endothelial function in offspring of hypertensive pregnancies. Hypertension 72, 937–945 (2018).
Nemoda, Z. et al. Maternal depression is associated with DNA methylation changes in cord blood T lymphocytes and adult hippocampi. Transl. Psychiatry 5, e545 (2015).
Cao-Lei, L. et al. DNA methylation mediates the impact of exposure to prenatal maternal stress on BMI and central adiposity in children at age 13½ years: Project Ice Storm. Epigenetics 10, 749–761 (2015).
Dancause, K. N. et al. Prenatal stress due to a natural disaster predicts adiposity in childhood: the Iowa Flood Study. J. Obes. 2015, 570541 (2015).
Li, J. et al. Prenatal stress exposure related to maternal bereavement and risk of childhood overweight. PLoS ONE 5, e11896 (2010).
Wu, S. et al. Prenatal stress, methylation in inflammation-related genes, and adiposity measures in early childhood: the Programming Research in Obesity, Growth Environment and Social Stress Cohort Study. Psychosom. Med. 80, 34–41 (2018).
Ramo-Fernández, L. et al. The effects of childhood maltreatment on epigenetic regulation of stress-response associated genes: an intergenerational approach. Sci. Rep. 9, 983 (2019).
Ege, M. J. et al. Prenatal farm exposure is related to the expression of receptors of the innate immunity and to atopic sensitization in school-age children. J. Allergy Clin. Immunol. 117, 817–823 (2006).
Braun-Fahrländer, C. et al. Environmental exposure to endotoxin and its relation to asthma in school-age children. N. Engl. J. Med. 347, 869–877 (2002).
Schaub, B. et al. Maternal farm exposure modulates neonatal immune mechanisms through regulatory T cells. J. Allergy Clin. Immunol. 123, 774–782. e775 (2009).
Bermick, J. et al. Chorioamnionitis exposure remodels the unique histone modification landscape of neonatal monocytes and alters the expression of immune pathway genes. FEBS J. 286, 82–109 (2019).
Kumar, R. et al. Prematurity, chorioamnionitis, and the development of recurrent wheezing: a prospective birth cohort study. J. Allergy Clin. Immunol. 121, 878–884.e876 (2008) .
Garcia-Munoz Rodrigo, F., Galan Henriquez, G., Figueras Aloy, J. & Garcia-Alix Perez, A. Outcomes of very-low-birth-weight infants exposed to maternal clinical chorioamnionitis: a multicentre study. Neonatology 106, 229–234 (2014).
McCullough, L. E. et al. Maternal inflammatory diet and adverse pregnancy outcomes: circulating cytokines and genomic imprinting as potential regulators? Epigenetics 12, 688–697 (2017).
Al-Rugeebah, A., Alanazi, M. & Parine, N. R. MEG3: an oncogenic long non-coding RNA in different cancers. Pathol. Oncol. Res. 25, 859–874 (2019).
Fong, G. et al. DNA methylation profile in human cord blood mononuclear leukocytes from term neonates: effects of histological chorioamnionitis. Front. Pediatr. 8, 437 (2020).
Lee, J. et al. Increased miR-223 expression in foetal organs is a signature of acute chorioamnionitis with systemic consequences. J. Cell. Mol. Med. 22, 1179–1189 (2018).
Tsitsiou, E. & Lindsay, M. A. microRNAs and the immune response. Curr. Opin. Pharmacol. 9, 514–520 (2009).
Phillips, N. et al. HIV-associated cognitive impairment in perinatally infected children: a meta-analysis. Pediatrics. 138, e20160893 (2016).
Aldrovandi, G. M. et al. Morphologic and metabolic abnormalities in vertically HIV-infected children and youth. AIDS 23, 661–672 (2009).
Unsal, A. B. et al. Effect of antiretroviral therapy on bone and renal health in young adults infected with HIV in early life. J. Clin. Endocrinol. Metab. 102, 2896–2904 (2017).
Shiau, S. et al. Distinct epigenetic profiles in children with perinatally-acquired HIV on antiretroviral therapy. Sci. Rep. 9, 10495 (2019).
Wheeler, A. C. Development of infants with congenital Zika syndrome: what do we know and what can we expect? Pediatrics 141, S154–S160 (2018).
Anderson, D. et al. Zika virus changes methylation of genes involved in immune response and neural development in Brazilian babies born with congenital microcephaly. J. Infect. Dis. 223, 435–440 (2021).
Qu, F. et al. Ankyrin-B is a PI3P effector that promotes polarized α5β1-integrin recycling via recruiting RabGAP1L to early endosomes. Elife. 5, e20417 (2016).
Chen, J. et al. Outcomes of congenital Zika disease depend on timing of infection and maternal-fetal interferon action. Cell Rep. 21, 1588–1599 (2017).
Singh, P. K., Singh, S., Farr, D. & Kumar, A. Interferon-stimulated gene 15 (ISG15) restricts Zika virus replication in primary human corneal epithelial cells. Ocul. Surf. 17, 551–559 (2019).
Forsberg, A., Abrahamsson, T. R., Björkstén, B. & Jenmalm, M. C. Pre- and post-natal Lactobacillus reuteri supplementation decreases allergen responsiveness in infancy. Clin. Exp. Allergy 43, 434–442 (2013).
Karlsson, L. et al. Epigenetic alterations associated with early prenatal dexamethasone treatment. J. Endocr. Soc. 3, 250–263 (2019).
Veru, F. et al. Prenatal maternal stress predicts reductions in CD4+ lymphocytes, increases in innate-derived cytokines, and a Th2 shift in adolescents: Project Ice Storm. Physiol. Behav. 144, 137–145 (2015).
Yu, H. R. et al. Prenatal dexamethasone and postnatal high-fat diet decrease interferon gamma production through an age-dependent histone modification in male Sprague-Dawley Rats. Int. J. Mol. Sci. 17, 1610 (2016).
Yu, H. R. et al. Prenatal dexamethasone exposure in rats results in long-term epigenetic histone modifications and tumour necrosis factor-α production decrease. Immunology 143, 651–660 (2014).
Kuo, C. H. et al. Early life exposure to antibiotics and the risk of childhood allergic diseases: an update from the perspective of the hygiene hypothesis. J. Microbiol. Immunol. Infect. 46, 320–329 (2013).
Clarke, M. A. & Joshu, C. E. Early life exposures and adult cancer risk. Epidemiol. Rev. 39, 11–27 (2017).
McEniry, M., Palloni, A., Dávila, A. L. & Gurucharri, A. G. Early life exposure to poor nutrition and infectious diseases and its effects on the health of older Puerto Rican adults. J. Gerontol. B Psychol. Sci. Soc. Sci. 63, S337–348 (2008).
Franz, M. B. et al. Global and single gene DNA methylation in umbilical cord blood cells after elective caesarean: a pilot study. Eur, J. Obstet. Gynecol. Reprod. Biol. 179, 121–124 (2014).
Schlinzig, T. et al. Epigenetic modulation at birth—altered DNA-methylation in white blood cells after Caesarean section. Acta Paediatr. 98, 1096–1099 (2009).
Virani, S. et al. Delivery type not associated with global methylation at birth. Clin. Epigenetics 4, 8 (2012).
Oddy, W. H. Breastfeeding, childhood asthma, and allergic disease. Ann. Nutr. Metab. 70(Suppl. 2), 26–36 (2017).
Horta, B. L., de Sousa, B. A. & de Mola, C. L. Breastfeeding and neurodevelopmental outcomes. Curr. Opin. Clin. Nutr. Metab. Care. 21, 174–178 (2018).
Sherwood, W. B. et al. Epigenome-wide association study reveals duration of breastfeeding is associated with epigenetic differences in children. Int. J. Environ. Res. Public Health. 17, 3569 (2020).
Alsaweed, M., Hartmann, P. E., Geddes, D. T. & Kakulas, F. MicroRNAs in breastmilk and the lactating breast: potential immunoprotectors and developmental regulators for the infant and the mother. Int. J. Environ. Res. Public Health 12, 13981–14020 (2015).
Carr, L. E. et al. Role of human milk bioactives on infants’ gut and immune health. Front. Immunol. 12, 604080 (2021).
Lind, M. V. et al. Genome-wide identification of mononuclear cell DNA methylation sites potentially affected by fish oil supplementation in young infants: a pilot study. Prostaglandins Leukot. Essent. Fat. Acids 101, 1–7 (2015).
Junge, K. M. et al. Increased vitamin D levels at birth and in early infancy increase offspring allergy risk-evidence for involvement of epigenetic mechanisms. J. Allergy Clin. Immunol. 137, 610–613 (2016).
Zhu, H. et al. A genome-wide methylation study of severe vitamin D deficiency in African American adolescents. J. Pediatr. 162, 1004–1009. e1001 (2013) .
Prendergast, A. J. Malnutrition and vaccination in developing countries. Philos. Trans. R. Soc. Lond. B Biol. Sci. 370, 20140141 (2015).
Uchiyama, R. et al. Histone H3 lysine 4 methylation signature associated with human undernutrition. Proc. Natl Acad. Sci. USA 115, E11264–e11273 (2018).
Lorente-Pozo, S. et al. DNA methylation analysis to unravel altered genetic pathways underlying early onset and late onset neonatal sepsis. a pilot study. Front. Immunol. 12, 622599 (2021).
Bellos, I. et al. Soluble TREM-1 as a predictive factor of neonatal sepsis: a meta-analysis. Inflamm. Res. 67, 571–578 (2018).
Patoulias, D., Kalogirou, M. S. & Patoulias, I. Triggering Receptor Expressed on Myeloid Cells-1 (TREM-1) and its soluble in the plasma form (sTREM-1) as a diagnostic biomarker in neonatal sepsis. Folia Med. Cracov. 58, 15–19 (2018).
Heinemann, A. S. et al. In neonates S100A8/S100A9 alarmins prevent the expansion of a specific inflammatory monocyte population promoting septic shock. FASEB J. 31, 1153–1164 (2017).
Cheng, Q., Tang, L. & Wang, Y. Regulatory role of miRNA-26a in neonatal sepsis. Exp. Ther. Med. 16, 4836–4842 (2018).
Dhas, B. B., Dirisala, V. R. & Bhat, B. V. Expression levels of candidate circulating microRNAs in early-onset neonatal sepsis compared with healthy newborns. Genomics Insights 11, 1178631018797079 (2018).
Chen, J., Jiang, S., Cao, Y. & Yang, Y. Altered miRNAs expression profiles and modulation of immune response genes and proteins during neonatal sepsis. J. Clin. Immunol. 34, 340–348 (2014).
Wang, X. et al. miR-15a/16 are upreuglated in the serum of neonatal sepsis patients and inhibit the LPS-induced inflammatory pathway. Int. J. Clin. Exp. Med. 8, 5683–5690 (2015).
Mirzarahimi, M., Barak, M., Eslami, A. & Enteshari-Moghaddam, A. The role of interleukin-6 in the early diagnosis of sepsis in premature infants. Pediatr. Rep. 9, 7305 (2017).
Wu, P. & Hartert, T. V. Evidence for a causal relationship between respiratory syncytial virus infection and asthma. Expert Rev. Anti Infect. Ther. 9, 731–745 (2011).
Jackson, D. J. et al. Wheezing rhinovirus illnesses in early life predict asthma development in high-risk children. Am. J. Respir. Crit. Care Med. 178, 667–672 (2008).
Bergroth, E. et al. Rhinovirus type in severe bronchiolitis and the development of asthma. J. Allergy Clin. Immunol. Pract. 8, 588–595 (2020). e584.
Elgizouli, M. et al. Cord blood PRF1 methylation patterns and risk of lower respiratory tract infections in infants: findings from the Ulm Birth Cohort. Medicine (Baltimore) 94, e332 (2015).
Elgizouli, M. et al. Reduced PRF1 enhancer methylation in children with a history of severe RSV bronchiolitis in infancy: an association study. BMC Pediatr. 17, 65 (2017).
Lund, R. J. et al. Atopic asthma after rhinovirus-induced wheezing is associated with DNA methylation change in the SMAD3 gene promoter. Allergy 73, 1735–1740 (2018).
Pech, M. et al. Rhinovirus infections change DNA methylation and mRNA expression in children with asthma. PLoS ONE 13, e0205275 (2018).
Leahy, T. R. et al. Interleukin-15 is associated with disease severity in viral bronchiolitis. Eur. Respir. J. 47, 212–222 (2016).
Inchley, C. S., Sonerud, T., Fjærli, H. O. & Nakstad, B. Nasal mucosal microRNA expression in children with respiratory syncytial virus infection. BMC Infect. Dis. 15, 150 (2015).
Zhang, X. et al. Identification of miRNA-mRNA crosstalk in respiratory syncytial virus- (RSV-) associated pediatric pneumonia through integrated miRNAome and transcriptome analysis. Mediators Inflamm. 2020, 8919534 (2020).
Wang, S. et al. Peripheral blood microRNAs expression is associated with infant respiratory syncytial virus infection. Oncotarget 8, 96627–96635 (2017).
Zhang, Y. & Shao, L. Decreased microRNA-140-5p contributes to respiratory syncytial virus disease through targeting Toll-like receptor 4. Exp. Ther. Med. 16, 993–999 (2018).
Liu, S., Gao, L., Wang, X. & Xing, Y. Respiratory syncytial virus infection inhibits TLR4 signaling via up-regulation of miR-26b. Cell Biol. Int. 39, 1376–1383 (2015).
Arroyo, M. et al. Airway mir-155 responses are associated with TH1 cytokine polarization in young children with viral respiratory infections. PLoS ONE 15, e0233352 (2020).
O’Connell, R. M., Rao, D. S., Chaudhuri, A. A. & Baltimore, D. Physiological and pathological roles for microRNAs in the immune system. Nat. Rev. Immunol. 10, 111–122 (2010).
Gutierrez, M. J. et al. Airway secretory microRNAome changes during rhinovirus infection in early childhood. PLoS ONE 11, e0162244 (2016).
Hasegawa, K. et al. RSV vs. rhinovirus bronchiolitis: difference in nasal airway microRNA profiles and NFκB signaling. Pediatr. Res. 83, 606–614 (2018).
Winther, T. N. et al. Circulating MicroRNAs in plasma of hepatitis B e antigen positive children reveal liver-specific target genes. Int. J. Hepatol. 2014, 791045 (2014).
Winther, T. N. et al. Hepatitis B surface antigen quantity positively correlates with plasma levels of microRNAs differentially expressed in immunological phases of chronic hepatitis B in children. PLoS ONE 8, e80384 (2013).
Maruthai, K. et al. Assessment of global DNA methylation in children with tuberculosis disease. Int J. Mycobacteriol. 7, 338–342 (2018).
Wang, J. X. et al. Diagnostic values of microRNA-31 in peripheral blood mononuclear cells for pediatric pulmonary tuberculosis in Chinese patients. Genet. Mol. Res. 14, 17235–17243 (2015).
M, K., S, S. & S, M. Expression levels of candidate circulating microRNAs in pediatric tuberculosis. Pathog. Glob. Health 114, 262–270 (2020).
Malhotra, I. et al. Helminth- and Bacillus Calmette-Guérin-induced immunity in children sensitized in utero to filariasis and schistosomiasis. J. Immunol. 162, 6843–6848 (1999).
Sabin, E. A., Araujo, M. I., Carvalho, E. M. & Pearce, E. J. Impairment of tetanus toxoid-specific Th1-like immune responses in humans infected with Schistosoma mansoni. J. Infect. Dis. 173, 269–272 (1996).
DiNardo, A. R. et al. Schistosomiasis induces persistent DNA methylation and tuberculosis-specific immune changes. J. Immunol. 201, 124–133 (2018).
Kohli, A. et al. Secondhand smoke in combination with ambient air pollution exposure is associated with increasedx CpG methylation and decreased expression of IFN-γ in T effector cells and Foxp3 in T regulatory cells in children. Clin. Epigenetics 4, 17 (2012).
Hew, K. M. et al. Childhood exposure to ambient polycyclic aromatic hydrocarbons is linked to epigenetic modifications and impaired systemic immunity in T cells. Clin. Exp. Allergy 45, 238–248 (2015).
Nadeau, K. et al. Ambient air pollution impairs regulatory T-cell function in asthma. J. Allergy Clin. Immunol. 126, 845–852 (2010). e810.
Kobayashi, Y. et al. Passive smoking impairs histone deacetylase-2 in children with severe asthma. Chest 145, 305–312 (2014).
Adler, N. E. & Stewart, J. Health disparities across the lifespan: meaning, methods, and mechanisms. Ann. N Y Acad. Sci. 1186, 5–23 (2010).
Miller, G. E. et al. Low early-life social class leaves a biological residue manifested by decreased glucocorticoid and increased proinflammatory signaling. Proc. Natl Acad. Sci. USA 106, 14716–14721 (2009).
Bush, N. R. et al. The biological embedding of early-life socioeconomic status and family adversity in children’s genome-wide DNA methylation. Epigenomics 10, 1445–1461 (2018).
Moosavi, A. & Motevalizadeh Ardekani, A. Role of epigenetics in biology and human diseases. Iran Biomed J 20, 246–258 (2016).
DeVries, A. & Vercelli, D. Epigenetic mechanisms in asthma. Ann Am Thorac Soc 13(Suppl. 1), S48–50 (2016).
Kellner, E. S. et al. The value of chromosome analysis to interrogate variants in DNMT3B causing immunodeficiency, centromeric instability, and facial anomaly syndrome Type I (ICF1). J. Clin. Immunol. 39, 857–859 (2019).
Ehrlich, M. et al. ICF, an immunodeficiency syndrome: DNA methyltransferase 3B involvement, chromosome anomalies, and gene dysregulation. Autoimmunity 41, 253–271 (2008).
Stremenova Spegarova, J. et al. Germline TET2 loss of function causes childhood immunodeficiency and lymphoma. Blood 136, 1055–1066 (2020).
Margot, H. et al. Immunopathological manifestations in Kabuki syndrome: a registry study of 177 individuals. Genet. Med. 22, 181–188 (2020).
Lin, J. L. et al. Immunologic assessment and KMT2D mutation detection in Kabuki syndrome. Clin. Genet. 88, 255–260 (2015).
Caminati, M., Pham, D. L., Bagnasco, D. & Canonica, G. W. Type 2 immunity in asthma. World Allergy Organ. J. 11, 13 (2018).
Wynn, T. A. Type 2 cytokines: mechanisms and therapeutic strategies. Nat. Rev. Immunol. 15, 271–282 (2015).
Zhao, S. T. & Wang, C. Z. Regulatory T cells and asthma. J. Zhejiang Univ. Sci. B 19, 663–673 (2018).
DeVries, A. & Vercelli, D. Early predictors of asthma and allergy in children: the role of epigenetics. Curr. Opin. Allergy Clin. Immunol. 15, 435–439 (2015).
Perry, M. M., Adcock, I. M. & Chung, K. F. Role of microRNAs in allergic asthma: present and future. Curr. Opin. Allergy Clin. Immunol. 15, 156–162 (2015).
Liang, L. et al. An epigenome-wide association study of total serum immunoglobulin E concentration. Nature 520, 670–674 (2015).
Everson, T. M. et al. DNA methylation loci associated with atopy and high serum IgE: a genome-wide application of recursive Random Forest feature selection. Genome Med. 7, 89 (2015).
Horvath, S. DNA methylation age of human tissues and cell types. Genome Biol. 14, R115 (2013).
Peng, C. et al. Epigenetic age acceleration is associated with allergy and asthma in children in Project Viva. J. Allergy Clin. Immunol. 143, 2263–2270 (2019). e2214.
Wlasiuk, G. et al. Neonatal epigenetic predictors of childhood asthma map to immunoregulatory and pro-inflammatory pathways. B59. Asthma-Like Phenotype: Emergence of (Epi)Genetics and Targeted Transgenesis. Thematic Poster Session, A3524.
DeVries, A. et al. Epigenome-wide analysis links SMAD3 methylation at birth to asthma in children of asthmatic mothers. J. Allergy Clin. Immunol. 140, 534–542 (2017).
Reese, S. E. et al. Epigenome-wide meta-analysis of DNA methylation and childhood asthma. J. Allergy Clin. Immunol. 143, 2062–2074 (2019).
Michel, S. et al. Farm exposure and time trends in early childhood may influence DNA methylation in genes related to asthma and allergy. Allergy 68, 355–364 (2013).
Curtin, J. A. et al. Methylation of IL-2 promoter at birth alters the risk of asthma exacerbations during childhood. Clin. Exp. Allergy 43, 304–311 (2013).
Yang, I. V. et al. DNA methylation and childhood asthma in the inner city. J. Allergy Clin. Immunol. 136, 69–80 (2015).
Xu, C. J. et al. DNA methylation in childhood asthma: an epigenome-wide meta-analysis. Lancet Respir. Med. 6, 379–388 (2018).
Runyon, R. S. et al. Asthma discordance in twins is linked to epigenetic modifications of T cells. PLoS ONE 7, e48796 (2012).
Acevedo, N. et al. Risk of childhood asthma is associated with CpG-site polymorphisms, regional DNA methylation and mRNA levels at the GSDMB/ORMDL3 locus. Hum. Mol. Genet. 24, 875–890 (2015).
Zhu, J., Cote-Sierra, J., Guo, L. & Paul, W. E. Stat5 activation plays a critical role in Th2 differentiation. Immunity 19, 739–748 (2003).
Yang, I. V. et al. The nasal methylome and childhood atopic asthma. J. Allergy Clin. Immunol. 139, 1478–1488 (2017).
Forno, E. et al. DNA methylation in nasal epithelium, atopy, and atopic asthma in children: a genome-wide study. Lancet Respir. Med. 7, 336–346 (2019).
Kim, S. et al. Expression quantitative trait methylation analysis reveals methylomic associations with gene expression in childhood asthma. Chest 158, 1841–1856 (2020).
Shi, K., Ge, M. N. & Chen, X. Q. Coordinated DNA methylation and gene expression data for identification of the critical genes associated with childhood atopic asthma. J. Comput. Biol. 27, 109–120 (2020).
Breton, C. V. et al. DNA methylation in the arginase-nitric oxide synthase pathway is associated with exhaled nitric oxide in children with asthma. Am. J. Respir. Crit. Care Med. 184, 191–197 (2011).
Lovinsky-Desir, S. et al. DNA methylation of the allergy regulatory gene interferon gamma varies by age, sex, and tissue type in asthmatics. Clin. Epigenetics 6, 9 (2014).
Hui, Y. et al. Efficacy analysis of three-year subcutaneous SQ-standardized specific immunotherapy in house dust mite-allergic children with asthma. Exp. Ther. Med. 7, 630–634 (2014).
Wang, C. M. et al. Dust mite allergen-specific immunotherapy increases IL4 DNA methylation and induces Der p-specific T cell tolerance in children with allergic asthma. Cell. Mol. Immunol. 15, 963–972 (2018).
Jiménez-Morales, S. et al. MiR-146a polymorphism is associated with asthma but not with systemic lupus erythematosus and juvenile rheumatoid arthritis in Mexican patients. Tissue Antigens 80, 317–321 (2012).
Elnady, H. G. et al. Aberrant expression of immune-related MicroRNAs in pediatric patients with asthma. Int. J. Mol. Cell Med. 9, 246–255 (2020).
Tian, M. et al. Changes in circulating microRNA-126 levels are associated with immune imbalance in children with acute asthma. Int. J. Immunopathol. Pharmacol. 32, 2058738418779243 (2018).
Hammad Mahmoud Hammad, R. et al. Plasma microRNA-21, microRNA-146a and IL-13 expression in asthmatic children. Innate Immun. 24, 171–179 (2018).
Liu, F. et al. Profiling of miRNAs in pediatric asthma: upregulation of miRNA-221 and miRNA-485-3p. Mol. Med. Rep. 6, 1178–1182 (2012).
Sawant, D. V. et al. Serum MicroRNA-21 as a biomarker for allergic inflammatory disease in children. MicroRNA 4, 36–40 (2015).
Qin, H. B. et al. Inhibition of miRNA-221 suppresses the airway inflammation in asthma. Inflammation 35, 1595–1599 (2012).
Dong, X. et al. Regulation of CBL and ESR1 expression by microRNA-22‑3p, 513a-5p and 625-5p may impact the pathogenesis of dust mite-induced pediatric asthma. Int. J. Mol. Med. 38, 446–456 (2016).
Midyat, L. et al. MicroRNA expression profiling in children with different asthma phenotypes. Pediatr. Pulmonol. 51, 582–587 (2016).
Harb, H. et al. Childhood allergic asthma is associated with increased IL-13 and FOXP3 histone acetylation. J. Allergy Clin. Immunol. 136, 200–202 (2015).
Stefanowicz, D. et al. Elevated H3K18 acetylation in airway epithelial cells of asthmatic subjects. Respir. Res. 16, 95 (2015).
Puddicombe, S. M. et al. Involvement of the epidermal growth factor receptor in epithelial repair in asthma. FASEB J. 14, 1362–1374 (2000).
Amishima, M. et al. Expression of epidermal growth factor and epidermal growth factor receptor immunoreactivity in the asthmatic human airway. Am. J. Respir. Crit. Care Med. 157, 1907–1912 (1998).
Hackett, T. L. et al. Induction of epithelial-mesenchymal transition in primary airway epithelial cells from patients with asthma by transforming growth factor-beta1. Am. J. Respir. Crit. Care Med. 180, 122–133 (2009).
Mullings, R. E. et al. Signal transducer and activator of transcription 6 (STAT-6) expression and function in asthmatic bronchial epithelium. J. Allergy Clin. Immunol. 108, 832–838 (2001).
Tomita, K. et al. STAT6 expression in T cells, alveolar macrophages and bronchial biopsies of normal and asthmatic subjects. J. Inflamm. (Lond.) 9, 5 (2012).
Morin, A. et al. Epigenetic landscape links upper airway microbiota in infancy with allergic rhinitis at 6 years of age. J. Allergy Clin. Immunol. 146, 1358–1366 (2020).
Qi, C. et al. Nasal DNA methylation profiling of asthma and rhinitis. J. Allergy Clin. Immunol. 145, 1655–1663 (2020).
Rodríguez, E. et al. An integrated epigenetic and transcriptomic analysis reveals distinct tissue-specific patterns of DNA methylation associated with atopic dermatitis. J. Invest. Dermatol. 134, 1873–1883 (2014).
Novak, N., Allam, P., Geiger, E. & Bieber, T. Characterization of monocyte subtypes in the allergic form of atopic eczema/dermatitis syndrome. Allergy 57, 931–935 (2002).
Liang, Y. et al. Demethylation of the FCER1G promoter leads to FcεRI overexpression on monocytes of patients with atopic dermatitis. Allergy 67, 424–430 (2012).
Luo, Y. et al. Promoter demethylation contributes to TSLP overexpression in skin lesions of patients with atopic dermatitis. Clin. Exp. Dermatol. 39, 48–53 (2014).
Lv, Y. et al. Profiling of serum and urinary microRNAs in children with atopic dermatitis. PLoS ONE 9, e115448 (2014).
Sonkoly, E. et al. MiR-155 is overexpressed in patients with atopic dermatitis and modulates T-cell proliferative responses by targeting cytotoxic T lymphocyte-associated antigen 4. J. Allergy Clin. Immunol. 126, 581–589.e581–520 (2010).
Peng, C. et al. Epigenome-wide association study reveals methylation pathways associated with childhood allergic sensitization. Epigenetics 14, 445–466 (2019).
Martino, D. et al. Epigenome-wide association study reveals longitudinally stable DNA methylation differences in CD4+ T cells from children with IgE-mediated food allergy. Epigenetics 9, 998–1006 (2014).
Martino, D. et al. Epigenetic dysregulation of naive CD4+ T-cell activation genes in childhood food allergy. Nat. Commun. 9, 3308 (2018).
Hong, X. et al. Epigenome-wide association study links site-specific DNA methylation changes with cow’s milk allergy. J. Allergy Clin. Immunol. 138, 908–911 (2016). e909.
Berni Canani, R. et al. Differences in DNA methylation profile of Th1 and Th2 cytokine genes are associated with tolerance acquisition in children with IgE-mediated cow’s milk allergy. Clin. Epigenetics 7, 38 (2015).
Paparo, L. et al. Epigenetic features of FoxP3 in children with cow’s milk allergy. Clin. Epigenetics 8, 86 (2016).
Hong, X. et al. Genome-wide association study identifies peanut allergy-specific loci and evidence of epigenetic mediation in US children. Nat. Commun. 6, 6304 (2015).
Paparo, L. et al. Randomized controlled trial on the influence of dietary intervention on epigenetic mechanisms in children with cow’s milk allergy: the EPICMA study. Sci. Rep. 9, 2828 (2019).
Do, A. N. et al. Dual transcriptomic and epigenomic study of reaction severity in peanut-allergic children. J. Allergy Clin. Immunol. 145, 1219–1230 (2020).
Martino, D. et al. Blood DNA methylation biomarkers predict clinical reactivity in food-sensitized infants. J. Allergy Clin. Immunol. 135, 1319–1328.e1311–1312 (2015).
Syed, A. et al. Peanut oral immunotherapy results in increased antigen-induced regulatory T-cell function and hypomethylation of forkhead box protein 3 (FOXP3). J. Allergy Clin. Immunol. 133, 500–510 (2014).
Singer, K. & Lumeng, C. N. The initiation of metabolic inflammation in childhood obesity. J. Clin. Invest. 127, 65–73 (2017).
Rastogi, D., Suzuki, M. & Greally, J. M. Differential epigenome-wide DNA methylation patterns in childhood obesity-associated asthma. Sci. Rep. 3, 2164 (2013).
Li, Y. et al. Genome-wide analysis reveals that altered methylation in specific CpG loci is associated with childhood obesity. J. Cell. Biochem. 119, 7490–7497 (2018).
Cao-Lei, L. et al. Differential genome-wide DNA methylation patterns in childhood obesity. BMC Res. Notes 12, 174 (2019).
Huang, R. C. et al. Genome-wide methylation analysis identifies differentially methylated CpG loci associated with severe obesity in childhood. Epigenetics 10, 995–1005 (2015).
Rastogi, D. et al. Obesity-associated asthma in children: a distinct entity. Chest 141, 895–905 (2012).
Khalyfa, A. et al. Circulating microRNAs as potential biomarkers of endothelial dysfunction in obese children. Chest 149, 786–800 (2016).
Minchenko, D. O. Insulin resistance in obese adolescents affects the expression of genes associated with immune response. Endocr. Regul. 53, 71–82 (2019).
Carolan, E. et al. The impact of childhood obesity on inflammation, innate immune cell frequency, and metabolic microRNA expression. J. Clin. Endocrinol. Metab. 99, E474–E478 (2014).
Lee, S. H., Kwon, J. E. & Cho, M. L. Immunological pathogenesis of inflammatory bowel disease. Intest. Res. 16, 26–42 (2018).
Harris, R. A. et al. DNA methylation-associated colonic mucosal immune and defense responses in treatment-naïve pediatric ulcerative colitis. Epigenetics 9, 1131–1137 (2014).
Béres, N. J. et al. Altered mucosal expression of microRNAs in pediatric patients with inflammatory bowel disease. Dig. Liver Dis. 49, 378–387 (2017).
Koukos, G. et al. MicroRNA-124 regulates STAT3 expression and is down-regulated in colon tissues of pediatric patients with ulcerative colitis. Gastroenterology 145, 842–852 (2013). e842.
Koukos, G. et al. A microRNA signature in pediatric ulcerative colitis: deregulation of the miR-4284/CXCL5 pathway in the intestinal epithelium. Inflamm. Bowel Dis. 21, 996–1005 (2015).
Zahm, A. M. et al. Rectal microRNAs are perturbed in pediatric inflammatory bowel disease of the colon. J. Crohns Colitis 8, 1108–1117 (2014).
Béres, N. J. et al. Role of altered expression of miR-146a, miR-155, and miR-122 in pediatric patients with inflammatory bowel disease. Inflamm. Bowel Dis. 22, 327–335 (2016).
Szűcs, D. et al. Increased duodenal expression of miR-146a and -155 in pediatric Crohn’s disease. World J. Gastroenterol. 22, 6027–6035 (2016).
Tang, W. J. et al. MicroRNA-15a - cell division cycle 42 signaling pathway in pathogenesis of pediatric inflammatory bowel disease. World J. Gastroenterol. 24, 5234–5245 (2018).
Zahm, A. M. et al. Circulating microRNA is a biomarker of pediatric Crohn disease. J. Pediatr. Gastroenterol. Nutr. 53, 26–33 (2011).
Heier, C. R. et al. Identification of pathway-specific serum biomarkers of response to glucocorticoid and infliximab treatment in children with inflammatory bowel disease. Clin. Transl. Gastroenterol. 7, e192 (2016).
De Iudicibus, S. et al. High-throughput sequencing of microRNAs in glucocorticoid sensitive paediatric inflammatory bowel disease patients. Int. J. Mol. Sci. 19, 1399 (2018).
Caio, G. et al. Celiac disease: a comprehensive current review. BMC Med. 17, 142 (2019).
Amr, K. S., Bayoumi, F. S., Eissa, E. & Abu-Zekry, M. Circulating microRNAs as potential non-invasive biomarkers in pediatric patients with celiac disease. Eur. Ann. Allergy Clin. Immunol. 51, 159–164 (2019).
Haberman, Y. et al. Mucosal genomics implicate lymphocyte activation and lipid metabolism in refractory environmental enteric dysfunction. Gastroenterology 160, 2055–2071 (2021).
Xiao, Y. T. et al. Downregulated expression of microRNA-124 in pediatric intestinal failure patients modulates macrophages activation by inhibiting STAT3 and AChE. Cell Death Dis. 7, e2521 (2016).
Lakshminarayanan, B. & Davenport, M. Biliary atresia: a comprehensive review. J. Autoimmun. 73, 1–9 (2016).
Li, K. et al. Foxp3 promoter methylation impairs suppressive function of regulatory T cells in biliary atresia. Am. J. Physiol. Gastrointest. Liver Physiol. 311, G989–g997 (2016).
Zhao, R. et al. MicroRNA-155 modulates bile duct inflammation by targeting the suppressor of cytokine signaling 1 in biliary atresia. Pediatr. Res. 82, 1007–1016 (2017).
Smith, M. et al. Using next-generation sequencing of microRNAs to identify host and/or pathogen nucleic acid signatures in samples from children with biliary atresia—a pilot study. Access Microbiol. 2, acmi000127 (2020).
Katsarou, A. et al. Type 1 diabetes mellitus. Nat. Rev. Dis. Prim. 3, 17016 (2017).
Stefan, M. et al. DNA methylation profiles in type 1 diabetes twins point to strong epigenetic effects on etiology. J. Autoimmun. 50, 33–37 (2014).
Paul, D. S. et al. Increased DNA methylation variability in type 1 diabetes across three immune effector cell types. Nat. Commun. 7, 13555 (2016).
Zhang, Y. et al. MicroRNAs in CD4(+) T cell subsets are markers of disease risk and T cell dysfunction in individuals at risk for type 1 diabetes. J. Autoimmun. 68, 52–61 (2016).
Marchand, L. et al. miRNA-375 a sensor of glucotoxicity is altered in the serum of children with newly diagnosed Type 1 diabetes. J. Diabetes Res. 2016, 1869082 (2016).
Nielsen, L. B. et al. Circulating levels of microRNA from children with newly diagnosed type 1 diabetes and healthy controls: evidence that miR-25 associates to residual beta-cell function and glycaemic control during disease progression. Exp. Diabetes Res. 2012, 896362 (2012).
Zurawek, M. et al. miR-487a-3p upregulated in type 1 diabetes targets CTLA4 and FOXO3. Diabetes Res. Clin. Pract. 142, 146–153 (2018).
Tesovnik, T. et al. Extracellular vesicles derived human-miRNAs modulate the immune system in Type 1 diabetes. Front. Cell Dev. Biol. 8, 202 (2020).
Garavelli, S. et al. Plasma circulating miR-23~27~24 clusters correlate with the immunometabolic derangement and predict C-peptide loss in children with type 1 diabetes. Diabetologia 63, 2699–2712 (2020).
Samandari, N. et al. Influence of disease duration on circulating levels of miRNAs in children and adolescents with new onset Type 1 diabetes. Noncoding RNA 4, 35 (2018).
Osipova, J. et al. Diabetes-associated microRNAs in pediatric patients with type 1 diabetes mellitus: a cross-sectional cohort study. J. Clin. Endocrinol. Metab. 99, E1661–1665 (2014).
Małachowska, B. et al. Temporal dynamics of serum let-7g expression mirror the decline of residual beta-cell function in longitudinal observation of children with type 1 diabetes. Pediatr. Diabetes 19, 1407–1415 (2018).
Barut, K., Adrovic, A., Şahin, S. & Kasapçopur, Ö. Juvenile idiopathic arthritis. Balk. Med J. 34, 90–101 (2017).
Ghavidel, A. A., Shiari, R., Hassan-Zadeh, V. & Farivar, S. The expression of DNMTs is dramatically decreased in peripheral blood mononuclear cells of male patients with juvenile idiopathic arthritis. Allergol. Immunopathol. (Madr.). 48, 182–186 (2020).
Demir, F., Çebi, A. H. & Kalyoncu, M. Evaluation of plasma microRNA expressions in patients with juvenile idiopathic arthritis. Clin. Rheumatol. 37, 3255–3262 (2018).
Lashine, Y. A., Salah, S., Aboelenein, H. R. & Abdelaziz, A. I. Correcting the expression of miRNA-155 represses PP2Ac and enhances the release of IL-2 in PBMCs of juvenile SLE patients. Lupus 24, 240–247 (2015).
Yeung, K. S. et al. Cell lineage-specific genome-wide DNA methylation analysis of patients with paediatric-onset systemic lupus erythematosus. Epigenetics 14, 341–351 (2019).
Hanaei, S. et al. The status of FOXP3 gene methylation in pediatric systemic lupus erythematosus. Allergol. Immunopathol. (Madr.). 48, 332–338 (2020).
Lashine, Y. A., Seoudi, A. M., Salah, S. & Abdelaziz, A. I. Expression signature of microRNA-181-a reveals its crucial role in the pathogenesis of paediatric systemic lupus erythematosus. Clin. Exp. Rheumatol. 29, 351–357 (2011).
Reamy, B. V., Servey, J. T. & Williams, P. M. Henoch-Schönlein Purpura (IgA Vasculitis): rapid evidence review. Am. Fam. Physician 102, 229–233 (2020).
Cebi, A. H., Demir, F., Ikbal, M. & Kalyoncu, M. Plasma microRNA levels in childhood IgA vasculitis. Clin. Rheumatol. 40, 1975–1981 (2020).
Ramphul, K. & Mejias, S. G. Kawasaki disease: a comprehensive review. Arch. Med Sci. Atheroscler. Dis. 3, e41–e45 (2018).
Chang, D., Qian, C., Li, H. & Feng, H. Comprehensive analyses of DNA methylation and gene expression profiles of Kawasaki disease. J. Cell. Biochem. 120, 13001–13011 (2019).
Huang, Y. H. et al. HAMP promoter hypomethylation and increased hepcidin levels as biomarkers for Kawasaki disease. J. Mol. Cell. Cardiol. 117, 82–87 (2018).
Kuo, H. C. et al. Identification of an association between genomic hypomethylation of FCGR2A and susceptibility to Kawasaki disease and intravenous immunoglobulin resistance by DNA methylation array. Arthritis Rheumatol. 67, 828–836 (2015).
Huang, Y. H. et al. Increase expression of CD177 in Kawasaki disease. Pediatr. Rheumatol. Online J. 17, 13 (2019).
Kuo, H. C., Li, S. C., Huang, L. H. & Huang, Y. H. Epigenetic hypomethylation and upregulation of matrix metalloproteinase 9 in Kawasaki disease. Oncotarget 8, 60875–60891 (2017).
Huang, Y. H. et al. Identifying genetic hypomethylation and upregulation of Toll-like receptors in Kawasaki disease. Oncotarget 8, 11249–11258 (2017).
Li, S. C. et al. Major methylation alterations on the CpG markers of inflammatory immune associated genes after IVIG treatment in Kawasaki disease. BMC Med. Genomics 9(Suppl. 1), 37 (2016).
Yun, K. W. et al. Elevated serum level of microRNA (miRNA)-200c and miRNA-371-5p in children with Kawasaki disease. Pediatr. Cardiol. 35, 745–752 (2014).
Ni, F. F. et al. Regulatory T cell microRNA expression changes in children with acute Kawasaki disease. Clin. Exp. Immunol. 178, 384–393 (2014).
Rodeghiero, F. et al. Standardization of terminology, definitions and outcome criteria in immune thrombocytopenic purpura of adults and children: report from an international working group. Blood 113, 2386–2393 (2009).
Gouda, H. M., Kamel, N. M. & Meshaal, S. S. Association of DNA methyltransferase 3B promotor polymorphism with childhood chronic immune thrombocytopenia. Lab. Med. 47, 312–317 (2016).
Chen, Z. et al. Foxp3 methylation status in children with primary immune thrombocytopenia. Hum. Immunol. 75, 1115–1119 (2014).
Bay, A. et al. Plasma microRNA profiling of pediatric patients with immune thrombocytopenic purpura. Blood Coagul. Fibrinolysis 25, 379–383 (2014).
Goetz, D. & Ren, C. L. Review of cystic fibrosis. Pediatr. Ann. 48, e154–e161 (2019).
Stachowiak, Z. et al. MiRNA expression profile in the airways is altered during pulmonary exacerbation in children with cystic fibrosis—a preliminary report. J. Clin. Med. 9, 1887 (2020).
Krause, K. et al. The expression of Mirc1/Mir17-92 cluster in sputum samples correlates with pulmonary exacerbations in cystic fibrosis patients. J. Cyst. Fibrosis 17, 454–461 (2018).
Thébaud, B. et al. Bronchopulmonary dysplasia. Nat. Rev. Dis. Prim. 5, 78 (2019).
Cuna, A. et al. Alterations in gene expression and DNA methylation during murine and human lung alveolar septation. Am. J. Respir. Cell Mol. Biol. 53, 60–73 (2015).
Schiavinato, J., et al. TGF-beta/atRA-inducedTregs express a selected set of microRNAsinvolved in the repression of transcripts relatedto Th17 differentiation. Sci. Rep. 7, 3627 (2017).
Acknowledgements
This study received no financial support and has no financial ties to anything referenced in the manuscript.
Author information
Authors and Affiliations
Contributions
Drafting the article or revising it critically for important intellectual content: J.B., M.S. Final approval of the version to be published: J.B., M.S.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Bermick, J., Schaller, M. Epigenetic regulation of pediatric and neonatal immune responses. Pediatr Res 91, 297–327 (2022). https://doi.org/10.1038/s41390-021-01630-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41390-021-01630-3