Functional genomics articles within Nature Communications

Maintaining metabolic homeostasis during feeding and fasting states is critical to animal survival. Here the authors show that Capa hormone signaling, homologs to mammalian Neuromedin U, helps control homeostasis via regulation of nutrient uptake and energy storage in Drosophila.

Identifying causal variants and genes is an essential step in interpreting GWAS loci. Here, the authors investigate a kidney disease GWAS locus with functional genomics data, CRISPR editing and mouse experiments to identify DPEP1 and CHMP1A as putative kidney disease genes via ferroptosis.

Alcohol use disorder and drinks per week both have been studied genetically and have different correlations with psychiatric diseases. Here the authors integrate multi-omics data to identify unique and shared variants, genes and pathways for alcohol use disorder and drinks per week.

Local gene co-expression is found throughout the genome, but systematic analysis of these co-expressed genes is needed. Here, the authors identify local co-expressed genes in 49 tissues and characterize the genetic variants which may affect their expression and contribute to disease.

Mutations in 5’ untranslated regions (UTRs) have a functional role in gene expression in cancer. Here, the authors develop a sequencing-based high throughput functional assay named PLUMAGE and show the effects of these mutations on gene expression and their association with clinical outcomes in prostate cancer.

The extracellular Contractile Injection System (eCIS) is a toxin-delivery particle that mediates interactions between bacteria and their invertebrate hosts. Here, the authors catalogue eCIS loci from 1,249 prokaryotic genomes, showing enrichment in non-pathogenic environmental microbes, and identifying eCIS-associated toxins that inhibit the growth of bacteria and/or yeast.

The functional consequences of variation in human regulatory DNA depend on the local chromatin environment and the cell/tissue context. Here the authors use highly diverged hybrid mice to study genetic effects on DNA accessibility in vivo across multiple cell and tissue types.

Splicing-disrupting mutations are linked to diseases. By employing a machine learning approach, the authors show that certain exons, termed hotspot exons, are enriched for splicing-disruption variants and susceptible to splicing perturbations.

To date, little is known about the regulatory landscape of the pig genome. Here, the authors characterize cis-regulatory elements in the pig genome using RNA-seq, ChIP-Seq and ATAC-seq, finding a higher degree of usage conservation between pig and human than mouse and human.

The glutamine fructose-6-phosphate amidotransferase 1 (GFAT-1) is the rate-limiting enzyme in the hexosamine pathway producing uridine 5’-diphospho-N-acetyl-D-glucosamine (UDP-GlcNAc), an essential glycosylation precursor. Here, the authors dissect the mechanisms of GFAT-1 regulation by protein kinase A (PKA)-mediated phosphorylation.

Aging is associated with declining protein homeostasis. Here, using a chemical mutagenesis screen for lifespan extension in C. elegans, the authors report that inhibition of the integrated stress response enhances longevity and protein homeostasis in a manner dependent on kin-35, without reducing protein synthesis.

The correlation between brain structural changes in major depressive disorder (MDD) and gene expression is unclear. Here, the authors explore the correlation between cell type-specific gene expression changes and cortical structural difference in individuals with major depressive disorder.

This study integrates Alzheimer’s disease (AD) GWAS data with myeloid cell genomics, and reports that myeloid active enhancers are most burdened by AD risk alleles. The authors also nominate candidate causal regulatory elements, variants and genes that likely modulate the risk for AD.

Thousands of genetic variants have been associated with lupus, but causal variants and mechanisms are unknown. Here, the authors combine a massively parallel reporter assay with genome-wide ChIP experiments to identify risk variants with allelic enhancer activity mediated through transcription factor binding.

The SRC Homology 3 (SH3) domains mediate protein–protein interactions (PPIs). Here, the authors assess the SH3-mediated PPIs in yeast, and show that the identity of the protein itself and the position of the SH3 both affect the interaction specificity and thus the PPI-dependent cellular functions.

Interaction between transcription factors and chromatin is fundamental for genome organization and regulation. Here, the authors use information theory to measure signatures of organized chromatin resulting from transcription factor-chromatin interactions, termed chromatin information enrichment, and find that variations in the information encoded in chromatin architecture reflects functional biological variation.

Understanding the molecular effects of disease variants in relevant tissues is essential to understanding and treating disease. Here, the authors discover expression and protein quantitative trait loci in cartilage and synovium from 115 osteoarthritis patients to pinpoint genes of action and potential drug treatments.

Upstream open reading frames (uORFs) have widespread regulatory functions in eukaryotes, their genomic distribution and evolution is understudied. Here, the authors characterise ~17 million putative uORFs across 478 eukaryotic species, showing how evolution has shaped uORF contents and distribution.

Long noncoding RNAs regulate tissue-specific gene expression. Here the authors profile lineage-specific lncRNAs in human dermal lymphatic and blood vascular endothelial cells (LECs and BECs) and show a role of LEC-specific lncRNA, LETR1, in cell proliferation and migration.

eIF5A is critical for protein synthesis but has not yet been associated with congenital human disease. Here, the authors show that EIF5A variants cause a Mendelian disorder via reduced eIF5A-ribosome interactions and this phenotype is partially corrected by spermidine supplementation in yeast and zebrafish.

Statistical colocalisation is a method to identify causal genes and shared genetic aetiology across traits. Here, the authors describe HyPrColoc, an efficient Bayesian divisive clustering algorithm which integrates summary statistics from genome-wide association studies to detect clusters of colocalised traits from large numbers of traits.

Genetic elements that control inflammatory gene expression are not fully elucidated. Here the authors conduct a multi-species analysis of chromatin landscape and NF-κB binding in response to the proinflammatory cytokine TNFα, finding that conserved NF-κB bound regions are linked to enhancer activity and disease.

The white pupae (wp) phenotype has been used for decades to selectively remove females of tephritid species in genetic sexing, but the determining gene is unknown. Here, the authors show that wp phenotype is produced by parallel mutations in a Major Facilitator Superfamily domain containing gene across multiple species.

Parasitism is a widespread evolutionary strategy. A study that spans functional and evolutionary genomics identifies the molecular basis and history underlying two genes that have mediated divergent parasitic strategies (specialist vs generalist) between two sister species of parasitoid wasp.

Rapidly advancing genomic technologies and cross-disciplinary partnerships are accelerating the biological and clinical interpretation of genome-wide association studies, with some therapies developed based on these findings already being tested in clinical trials. The next decade promises further progress in understanding the function of genetic variants.

Pathogenicity scores are instrumental in prioritizing variants for Mendelian disease, yet their application to common disease is largely unexplored. Here, the authors assess the utility of pathogenicity scores for 41 complex traits and develop a framework to improve their informativeness for common disease.

The bacterium Neisseria meningitidis causes life-threatening meningitis and sepsis. Here, Muir et al. construct a complete collection of defined mutants in protein-coding genes of this organism, which they use to identify its essential genome and to shed light on the functions of multiple genes.

Gene expression covariation can be studied by single-cell RNA sequencing. Here the authors analyze intrinsically covarying gene pairs by eliminating the confounding effects in single-cell experiments and observe covariation of proximal genes and miRNA-induced covariation of target mRNAs.

This study presents and validates a novel approach to reliably identify structural variations (SVs) in non-model genomes using whole genome sequencing, which was used to detect 15,483 SVs in 492 Atlantic salmon, shedding light on their roles in genome evolution and the genetic architecture of domestication.

Deep learning models have shown great promise in predicting regulatory effects from DNA sequence. Here the authors evaluate sequence-based epigenomic deep learning models and conclude that these models are not yet ready to inform our knowledge of human disease.

Mutations in RAS-MAPK pathway genes are implicated in Noonan-spectrum, yet up to 20% of cases have unknown cause. Here, the authors identify RREB1 underlying a 6p microdeletion RASopathy-like syndrome and show that RREB1, SIN3A and KDM1A form a transcriptional repressive complex to control methylation of MAPK pathway genes.

Although genome-wide association studies have identified genetic variation contributing to disease risk, assigning causal genes is challenging. Here, the authors generate ATAC-seq, Hi-C, Capture Hi-C and RNA-seq data in stimulated CD4+ T cells to identify functional enhancers and demonstrate interactions of expression quantitative trait loci with target genes in rheumatoid arthritis.

Mongolia has the highest incidence of—and mortality from—hepatocellular carcinoma (HCC) in the world. Here, the authors examine the genomic and transcriptomic landscape of Mongolian HCC, uncover novel driver mutations, and suggest distinct disease etiologies.

Energy metabolism and ATP levels are controlled by an interlocking network of pathways. Here, the authors apply a genome-wide CRISPR screen to define genes that increase or decrease ATP levels to define the “ATPome”, a map of pathways that contribute to cellular ATP regulation.

Large-scale screens of chemical and genetic vulnerabilities in cancer are typically limited to simple readouts of cell viability. Here, the authors develop a method for profiling post-perturbation transcriptional responses across large pools of cancer cell lines, enabling deep characterization of shared and context-specific responses.

Off-target editing remains a concern for therapeutic applications of CRISPR-Cas9. Here the authors present CRISPR GUARD, which uses very short non-cleaving gRNAs to prevent editing at off-target sites.

Transcriptome-wide association studies integrate GWAS and transcriptome data to examine the molecular mechanisms underlying disease etiology. Here the authors present PMR-Egger, a powerful TWAS method based on probabilistic Mendelian Randomization.

Genetic variants on chromosome 8q24 are associated with prostate cancer risk in men of African ancestry. Here the authors show that one of these variants, rs72725854 alters the enhancer activity in its region, which upon androgen stimulation, activates multiple oncogenic lncRNAs and c-myc.

Reliable, multiplexed gene editing to uncover synergies between targets remains challenging. Here, the authors engineer AsCas12a and the crRNA to improve double knockout for synthetic sick/lethal interaction genetic screening.

T cells are a major cell type involved in systemic lupus erythematosus (SLE). Here, the authors use promoter capture-C and ATAC-seq in human follicular T helper cells to identify SLE genes distant from GWAS loci (via 3D interaction) and validate the function of key regulatory elements and genes in vitro.

Evidence that somatic mutation rates in introns exceed those in exons challenges the molecular evolution tenet that mutation rate and sequence function are independent. Here, authors analyze germline de novo mutations and reveal no evidence for mutation rate differences between exons and introns.

BRCA1 mutation carriers have higher chances of developing triple-negative breast cancer (TNBC). Here, the authors use the Sleeping Beauty mutagenesis system in Brca1 deficient mice and identify 169 putative driver genes, of which NOTCH1 accelerates TNBC formation through promoting epithelial-mesenchymal transition and cell cycle progression.

Genetic variants at the RSPO3 locus are associated with waist-to-hip ratio (adjusted for BMI). Here, Loh et al. describe two independent RSPO3 signals that associate with body fat distribution, perform fine-mapping and explore the function of RSPO3 in human adipocyte biology and body fat distribution in zebrafish

Here the authors perform a gain-of-function screen and identify CDKN2C as a host factor for HBV replication, inducing cell cycle arrest and expression of HBV transcription enhancers. CDKN2C expression correlates with disease progression suggesting a potential role in HBV-induced liver disease.

Genomic studies of paleopteran insects, such as mayflies, are needed to reconstruct early insect evolution. Here, Almudi and colleagues present the genome of the mayfly Cloeon dipterum and use transcriptomics to characterize its adaptations to distinct habitats and the origin of insect wings.

The MOF acetyltransferase-containing Non-Specific Lethal (NSL) complex is a broad transcription regulator and haploinsufficiency of its KANSL1 subunit results in the Koolen-de Vries syndrome in humans. Here, the authors identify the BET protein BRD4 as evolutionary conserved co-factor of the NSL complex and provide evidence that NSL-deposited histone acetylation induces BRD4 recruitment for transcription of constitutively active genes.

Genetic variants in the FAM13A locus have been associated with anthropometric and glycemic traits. Here, using fine-mapping, in vitro knockdown studies in pre-adipocytes and in vivo knockout in mice, the authors show that FAM13A is involved in regulating fat distribution and metabolic traits.

Genetic variation in natural populations could represent gene drive resistant alleles, preventing successful application for population management. Here the authors survey 1280 genomes from three mosquito species and concludes natural variation will not be detrimental to deploying gene drive technology.

Nucleosome organization has been suggested to affect local mutation rates in the genome. Here, the authors analyse data on >300,000 human de novo mutations and high-resolution nucleosome maps and provide evidence that nucleosome positioning stability modulates germline mutation rate variation across the human genome.