Abstract
YKL-40 increase according to the aging process, and its functions have been associated with tissue remodeling and systemic inflammation. In Rheumatoid Arthritis (RA) it has been proposed as a possible biomarker of activity and severity, however; in the field of idiopathic inflammatory myopathies (IIM) the role of YKL-40 in IIM is not clear. Thus, we aimed to evaluate if there is an association between the serum levels and muscle tissue expression of YKL-40 with age, IIM phenotype, muscle strength and myositis disease activity. The main finding was that age is the most important variable that affects the YKL-40 serum levels. In muscle biopsy, we observed that YKL-40 is mainly expressed in infiltrating lymphoid cells than in muscle tissue. Using ANCOVA according to the b-coefficients, YKL-40 serum levels are predicted by inflammatory state, age, and IIM diagnosis.
Similar content being viewed by others
Introduction
YKL-40, also known as human cartilage glycoprotein 39 or chitinase-3 like protein 1, contains highly conserved chitin-binding domains. It lacks chitinase or hydrolase activity due to the exchange of a glutamic acid residue for leucine in the chitinase-3-like catalytic domain1. Although the study of this protein began two decades ago, normal serum values vary among the healthy population worldwide. A pivotal YKL-40 study reported that the mean concentration in sera was 43 µg/L in HI between 7 to 45 years old and remains stable for at least 10 years. However, the aging process, increases YKL-40 serum levels2,3.
The main sources of YKL-40 are chondrocytes, synoviocytes, endothelial cells, smooth muscle cells and immune cells including monocytes, macrophages, or neutrophils4,5. Its function is related to tissue remodeling and/or systemic inflammation. Evidence has pointed out a role as a possible biomarker of activity and severity in some autoimmune rheumatic diseases, mainly rheumatoid arthritis (RA)6,7,8,9,10.
In the field of idiopathic inflammatory myopathies (IIM), also known as myositis, the role of YKL-40 in the establishment of the IIM is not clear, few studies have reported a possible association. Elevated YKL-40 expression was found in alveolar macrophages from patients with dermatomyositis /polymyositis (DM/PM) and interstitial lung disease (ILD)11. In DM, one of the main histological characteristics, is the complement-mediated microangiopathy that might be related to endothelial damage and YKL-40 expression12. In anti-synthetase syndrome (ASyS) YKL-40 expression correlates with TNF-α concentration, arguing that the main source of YKL-40 is the muscle infiltration of inflammatory cells9,13.
Our aim was to evaluate if there is an association between the serum levels and muscle tissue expression of YKL-40 with clinical variables such age, IIM phenotype14, muscle strength trough Manual Muscle Testing 8 (MMT8)15, the clinical activity and disease damage using the myositis disease activity assessment (MYOACT) and muscle damage index (MDI), respectively16.
Results
Demographic, clinical and laboratory data of RA and IIM patients
Table 1 shows a significant difference in serum levels of YKL-40 between RA and IIM. To confirm that YKL-40 serum levels are influenced by disease process, we compared all study groups: IIM, RA and HI. The most important finding was the difference in IIM against RA (Fig. 1). The clinical features of each IIM patient are shown in Table 2.
YKL-40 serum levels in IIM are associated with age, but not with disease duration
To assess which variables can determinate higher YKL-40 serum levels in IIM, we evaluated the correlation between YKL-40 serum levels and clinical variables (Supplementary Table 1). We found that age is most important variable that affects the YKL-40 serum levels but not the duration of disease in IIM (Fig. 2a).
Predictive value of in CRP, age and diagnosis on serum levels of YKL-40
To evaluate the influence of inflammatory state (CRP), age and IIM diagnosis on YKL-40 serum levels, we analyze these variables by ANCOVA. According to the b-coefficients, YKL-40 serum levels were increased with inflammation, age and IIM diagnosis mainly (Table 3). It is interesting to denote although the behavior of YKL-40 serum levels by decades is similar between both groups IIM patients shown higher levels at the same age (Fig. 2b).
YKL-40 expression in muscle tissue from IIM patients
In addition to quantifying YKL-40 serum levels, we were able to obtain 17 muscle tissue samples from myositis patients, to evaluate YKL-40 in situ protein expression. We rather observed YKL-40 expression in infiltrating lymphoid cells (11 patients, 61.1%) than muscle tissue (one patient, 5.6%), mainly in endomysium. The most representative images in decreased order of YKL-40 expression are shown in Fig. 3a–d.
In panel a, we show the only positive patient in muscle tissue. It is important to denote that this patient had the lowest MMT8 along the highest MYOACT and MDI scores.
We did not observe any association between YKL-40 protein expression and the presence of MSA/MAA or the clinical phenotype, however; we found that positives patients for YKL-40 expression in infiltrating lymphoid cells had higher CPK serum levels (506.4 ± 763.70 vs 51.33 ± 34.67, P = 0.020) as well as higher MYOACT score (0.1 ± 0.11 vs 0.0 ± 0.01, P = 0.023) (Fig. 4). These results denote there is a lack of knowledge about the clinical relevance of YKL-40 expression in muscle tissue and lymphoid cells.
Discussion
In this study, YKL-40 serum levels are influenced by factors such as age, inflammation, and diagnosis of autoimmune diseases (RA/MII)3. Currently, due to its participation in tissue remodeling and degradation, attempts have been made to use it as a biomarker in proinflammatory states as well as to be an indicator of poor prognosis in inflammatory diseases6,7. However, its usefulness is still controversial because the full biological effects are still unknown. Moreover, the specific factors that promote its expression as well as its interaction with the majority of the cytokines and molecules involved in the development and establishment of autoimmune inflammatory diseases are not well established17.
It has been described that YKL-40 serum levels are increased with age, in various cardiovascular, metabolic, and systemic inflammatory diseases3. Bojesen et al. found that the serum values of YKL-40 increased exponentially with aging. In subjects with two YKL-40 measurements 10 years apart, the mean increase in YKL-40 was 1.5 μg/L/year18. Regarding inflammatory diseases, in anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitis, increased serum levels of YKL-40 were reported, hypothesizing that might have a role to promote chemotaxis, tissue damage, and vascular injury19.
In RA, it has been recognized as a potential candidate autoantigen, additionally is produced, and secreted by monocytes differentiated into macrophages, articular chondrocytes, synovium, peripheral blood mononuclear cells (PBMCs) and endothelium in these patients17,19,20. It has been proposed that the pathogenic mechanism of YKL-40 in RA initiates with its binding to HLA-DR4 peptide-binding motif promoting the mononuclear cells proliferation and HLA-DM plays a key role to presenting YKL-40 to CD4 + T cell. In addition, antigen presenting cells (APCs) present YKL-40 in sites where the RA is in early phase, indicating an association for YKL-40 in RA pathogenesis20,21,22. On the other hand, differentiated DR4 + dendritic cells and macrophages are similar to synovial joint APCs and have the potential to perform the MHC II-presentation of YKL-40 epitopes resulting in higher levels in synovial and serum21,22. Although the pathogenic mechanism in RA has been elucidated, the agents that promote the expression of YKL-40 in RA are still missing, it has been associated with the development of a chronic, destructive, relapsing arthritis due to its role in tissue remodeling and degradation. It is considered as an effective marker in estimating RA disease activities, prognostic value and may be a therapeutic target19.
Regarding IIM, the information is even more limited because few studies have been carried out in this regard thus the role played by YKL-40 in this field has not yet been established. Regarding its proinflammatory action and relationship with diagnosis and phenotype of IIM, Noguchi et al. found significantly elevated serum in patients with PM/DM compared to the healthy population, as well as age-corrected serum YKL-40 values were significantly increased in patients with PM/DM compared to the HC. In muscle biopsies found infiltration of YKL-40-positive inflammatory cells (probably macrophages) in the endomysium and perimysium this suggest that cells other than CD8 + and CD4 + T cells may cause inflammation23.
Ming-Zhu Gao et al. measured YKL-40 levels in patients with DM/PM, and HI and reported significantly higher levels in patients with IIM compared to the control group (51.6 vs 27.8 ng/mL, respectively)6. In a systematic review by Cui et al. reports levels of 84.09 ng/mL in patients with PM and DM vs 27.37 ng/mL in HI24. On the other hand, Carboni et al. analyzed YKL-40 serum levels and its expression in muscle tissues in patients with ASSD. However, YKL-40 serum levels did not correlate with other clinical, laboratory, disease status, or therapeutic parameters, moreover, YKL-40 was expressed by the inflammatory cells of the muscle tissue13. Our study strengthens these results with serum levels of 187.80 ng/mL in patients with IIM vs 46.82 ng/mL with RA and 57.17 ng/mL in HI as well as their presence mainly in inflammatory cells. This elevation could be explained by inflammation, macrophage activation, fibroblast destruction, and vascular changes present.
As mentioned earlier, several biological effects of YKL-40 are known such as inflammation and tissue remodeling as well as its main sources, highlighting its exacerbated expression in inflammatory diseases such RA or SLE, however; some researchers has pointed out that this expression can vary according disease type which could be due to the multiorgan damage in IIM compared with RA where the damage is directed against joints mainly19,24. Tang et al. found that YKL-40 concentration was significantly higher in IIM patients with myocardial injury than without myocardial injury25.
In addition, YKL-40 has a role in cardiovascular diseases such as early atherosclerosis, essential hypertension, and other progressing vascular complications. In IIM patients as in many others autoimmune diseases the serum levels of this protein have a positive association, specifically with atherosclerosis and could predict both overall and cardiovascular mortality5,26,27.
We aimed to know if YKL-40 are influenced by some factors in IIM such as was mentioned by Tizaoui et al., first, we compared some demographic, laboratory and clinical variables between patients with RA and IIM mentioned in Table 1. Of all the variants analyzed, we found a significant difference in pDBP (P = 0.024) and pMBP (P = 0.035) being higher in IIM patients. This could be due to that blood vessels suffer damage in early stages of inflammatory diseases development, which alters the blood pressure and increases the risk of cardiovascular damage28,29. Moreover, the endothelial alterations in IIM develops into microangiopathy, causing blood pressure alterations12. Although information about how the process occurs precisely is scarce, it was pointed out that cardiovascular disease (CVD) and cardiovascular risk are increasing the mortality in IIM patients, but this becomes controversial because recently one single-center cross-sectional study reported that CV risk factors in IIM patients are not significant compared to HI but they are in IIM when are associated with age, disease duration, duration of therapy and body composition, which could be related with our patients enrolled in our study25,30. Although these variables evaluated were significant between these two groups, the serum levels of YKL-40 were the most significant variable (P = 0.010), being higher in IIM than in RA patients (187.80 ng/mL vs 46.82 ng/mL, respectively).
Once we established that IIM presents higher serum levels of YKL-40 than RA, we investigated if YKL-40 serum levels were affected by age or disease duration. Our results show that only aging has a positive correlation with increased YKL-40 but no with disease duration. The reports carried out by Johansen in 2006 and Schultz 2010 demonstrated clearly that aging is predictive for increases YKL-40 in HI, but in our IIM patients the concentration of this protein are more elevated due to inflammation and multiorgan damage2,3.
We evaluated the predictive value of inflammatory state, age and diagnosis of IIM on serum levels of YKL-40 and elucidated that CRP has predictive value on YKL-40 serum levels in IIM patients (P = 0.038) which is according with a cross-sectional study and systematic review published by Cui and et. al. In addition, age and the IIM diagnosis (P = 0.008 and P = 0.001, respectively) showed to be powerful predictors on YKL-40 serum levels24. On the other hand, we confirmed that age and IIM diagnosis influences the YKL-40 concentration importantly because YKL-40 serum levels are the highest when are compared against control and RA groups allowing us to know that the presence of the disease or its type influence the YKL-40 concentration. Some reports refer that YKL-40 concentration in HI are stable for many years but increase with aging or inflammatory conditions. Other researchers reported that normal YKL-40 serum levels can be different among healthy population, therefore, they recommend that baseline values should be established for each study because in addition to environmental factors, the genetic load is other variable that can influence the pattern of expression of this protein26. We mentioned previously the pathogenic mechanism by which the expression of YKL-40 is mediated in RA and its possible role in IIM, but the information is not yet enough.
Regarding the in-situ analysis of YKL-40 muscle expression, we observed YKL-40 is mainly expressed in inflammatory cells rather than muscle cells and we also observed YKL-40 expression is associated with higher CPK serum levels and MYOACT score that are commonly related to higher inflammation and muscle weakness. This observation is in accordance with the unique previous report of YKL-40 in muscle tissue made by Carboni et al.13, thus, it supports its role in inflammation, as well as its function as a clinical marker of poor prognosis in inflammatory diseases.
Considering all our findings, we showed the expression of YKL-40 in HI as well as in patients with RA and IIM and the possible factors that could influence its expression.
Conclusions
YKL-40 serum levels are predicted by inflammatory state, age and IIM diagnosis.
Methods
We performed a non-probabilistic sampling type study to evaluate the association of YKL-40 in IIM patients and as a control groups healthy individuals (HI) and RA patients.
Approval by the ethics and research committees
All individuals gave their written consent before enrollment. The protocol was approved by both ethics and research committees from Hospital Civil Dr. Juan I. Menchaca (CONBIOETICA-14-CEI-008-20161212) and (17CI14039116 COFEPRIS) respectively, as well as registered by Secretaria de Salud del Estado de Jalisco (registration code 0501/21HCJIM2021). Research was conducted following Helsinki criteria according to its last updated in 2013, Fortaleza, Brazil.
Individuals
Patients were recruited from the rheumatology service at the Hospital Civil “Dr. Juan I. Menchaca” from Guadalajara, Jalisco, México. The inclusion criteria were age > 18 to < 80 years old, without known comorbidities such as cancer, cardiovascular disease, diabetes melllitus. Exclusion criteria were current pregnancy.
The study group was composed by 17 subjects classified as IIM according to the EULAR/ACR 2017 criteria14, 32 subjects classified as RA according to EULAR/ACR 201031, as well as 26 HI as control group. Informed written consent was signed by every patient and subject before serum and muscle samples were obtained.
Clinical assessment
Each patient was interviewed using a structured questionnaire to gather demographic and clinical variables (body mass index [BMI], carotid femoral pulse wave velocity [cfPWV], peripheral systolic blood pressure [pSBP], peripheral diastolic blood pressure [pDBP] and peripheral mean arterial pressure [pMBP]). The IIM clinical assessment was evaluated trough the clinical tools MMT8, MYOACT and MDI15,16.
In the case of RA patients, the activity index was evaluated by the disease activity score on 28 joints32,33.
Serum samples and laboratory measurements
Serum samples were aliquoted and stored at − 80 °C until used. Laboratory measurements included erythrocyte sedimentation rate (ESR) measured using Wintrobe’s method34 as well as the C-reactive protein (CRP) determined by nephelometry. Muscular enzymes serum levels (CPK, AST, ALT, LDH and aldolase) were recorded at the time of diagnosis and recruitment.
Determination of YKL-40 serum levels
The YKL-40 serum levels were quantified using the YKL-40 HUMAN ELISA KIT (MBS824919, My BioSource, Inc. P.O. BOX 153308 San Diego, CA 92195-3308 USA) according with the instructions of the manufacturer. The kit allows quantification of human YKL-40 protein within the range of 62.5–4000 pg/ml.
Immunohistochemistry
YKL-40 protein expression was evaluated from quadriceps muscle biopsies using heat induction epitope retrieval technique. Briefly, the paraffin embedded muscle tissue was deparaffinized with xylol baths for 10 min, later hydrated with alcohol-based solutions in decreasing order, distilled water, citrate buffer pH 6.0, and blocked with H2O2 at room temperature; samples were incubated with PBS, primary antibody (ab77528, ABCAM) and secondary antibody to reveal with diaminobenzidine, followed by washings and microscopic observation.
Statistical analysis
According to the type of variable and the distribution of the data, the results are presented as frequency, median-interquartile range and standard deviation-mean. The associations were made using univariate/multivariate analysis, parametric quantitative analysis was made applying Student's t-test, non-parametric variables were analyzed with the Spearman´s correlation or Mann–Whitney U test. The statistical program SPSS v.24® was used. P-value less than 0.05 was defined as statistical significance.
Data availability
The original images from microscope showed on Fig. 3 are available in the FigShare repository: https://doi.org/10.6084/m9.figshare.23601135. The raw data is available in the FigShare repository: https://doi.org/10.6084/m9.figshare.23930172.
References
Shao, R. YKL-40 acts as an angiogenic factor to promote tumor angiogenesis. Front. Physiol. 4, 122. https://doi.org/10.3389/fphys.2013.00122 (2013).
Johansen, J. S. Studies on serum YKL-40 as a biomarker in diseases with inflammation, tissue remodelling, fibroses and cancer. Dan. Med. Bull. 53, 172–209 (2006).
Schultz, N. A. & Johansen, J. S. YKL-40-A protein in the field of translational medicine: A role as a biomarker in cancer patients?. Cancers 2, 1453–1491. https://doi.org/10.3390/cancers2031453 (2010).
Jafari, B., Elias, J. A. & Mohsenin, V. Increased plasma YKL-40/chitinase-3-like-protein-1 is associated with endothelial dysfunction in obstructive sleep apnea. PLoS ONE 9, e98629. https://doi.org/10.1371/journal.pone.0098629 (2014).
Deng, Y., Li, G., Chang, D. & Su, X. YKL-40 as a novel biomarker in cardio-metabolic disorders and inflammatory diseases. Clin. Chim. Acta 511, 40–46. https://doi.org/10.1016/j.cca.2020.09.035 (2020).
Gao, M. Z. et al. Elevated serum YKL-40 correlates with clinical characteristics in patients with polymyositis or dermatomyositis. Ann. Clin. Biochem. 56, 95–99. https://doi.org/10.1177/0004563218786979 (2019).
Johansen, J. S., Kirwan, J. R., Price, P. A. & Sharif, M. Serum YKL-40 concentrations in patients with early rheumatoid arthritis: Relation to joint destruction. Scand. J. Rheumatol. 30, 297–304. https://doi.org/10.1080/030097401753180381 (2001).
Matsumoto, T. & Tsurumoto, T. Serum YKL-40 levels in rheumatoid arthritis: Correlations between clinical and laborarory parameters. Clin. Exp. Rheumatol. 19, 655–660 (2001).
Ahn, S. S. et al. Serum chitinase-3-like 1 protein is a useful biomarker to assess disease activity in ANCA-associated vasculitis: an observational study. Arthritis Res. Ther. 23, 77. https://doi.org/10.1186/s13075-021-02467-1 (2021).
Peltomaa, R., Paimela, L., Harvey, S., Helve, T. & Leirisalo-Repo, M. Increased level of YKL-40 in sera from patients with early rheumatoid arthritis: a new marker for disease activity. Rheumatol. Int. 20, 192–196. https://doi.org/10.1007/s002960100115 (2001).
Hozumi, H. et al. clinical Utility of YKL-40 in polymyositis/dermatomyositis-associated interstitial lung disease. J. Rheumatol. 44, 1394–1401. https://doi.org/10.3899/jrheum.170373 (2017).
Atluri, R. B. Inflammatory myopathies. Mol. Med. 113, 127–130 (2016).
Carboni, R. C. S., Behrens Pinto, G. L. & Shinjo, S. K. High YKL-40 serum levels and its expression in the muscle tissues of patients with antisynthetase syndrome. Adv. Rheumatol. 61, 44. https://doi.org/10.1186/s42358-021-00199-z (2021).
Lundberg, I. E. et al. 2017 European League Against Rheumatism/American College of Rheumatology classification criteria for adult and juvenile idiopathic inflammatory myopathies and their major subgroups. Ann. Rheum. Dis. 76, 1955–1964. https://doi.org/10.1136/annrheumdis-2017-211468 (2017).
Rider, L. G. et al. Validation of manual muscle testing and a subset of eight muscles for adult and juvenile idiopathic inflammatory myopathies. Arthritis Care Res. 62, 465–472. https://doi.org/10.1002/acr.20035 (2010).
Rider, L. G. et al. Measures of adult and juvenile dermatomyositis, polymyositis, and inclusion body myositis: Physician and Patient/Parent Global Activity, Manual Muscle Testing (MMT), Health Assessment Questionnaire (HAQ)/Childhood Health Assessment Questionnaire (C-HAQ), Childhood Myositis Assessment Scale (CMAS), Myositis Disease Activity Assessment Tool (MDAAT), Disease Activity Score (DAS), Short Form 36 (SF-36), Child Health Questionnaire (CHQ), physician global damage, Myositis Damage Index (MDI), Quantitative Muscle Testing (QMT), Myositis Functional Index-2 (FI-2), Myositis Activities Profile (MAP), Inclusion Body Myositis Functional Rating Scale (IBMFRS), Cutaneous Dermatomyositis Disease Area and Severity Index (CDASI), Cutaneous Assessment Tool (CAT), Dermatomyositis Skin Severity Index (DSSI), Skindex, and Dermatology Life Quality Index (DLQI). Arthritis Care Res 63(Suppl 11), S118-157. https://doi.org/10.1002/acr.20532 (2011).
Verheijden, G. F. et al. Human cartilage glycoprotein-39 as a candidate autoantigen in rheumatoid arthritis. Arthritis Rheum. 40, 1115–1125. https://doi.org/10.1002/art.1780400616 (1997).
Bojesen, S. E., Johansen, J. S. & Nordestgaard, B. G. Plasma YKL-40 levels in healthy subjects from the general population. Clin. Chim. Acta 412, 709–712. https://doi.org/10.1016/j.cca.2011.01.022 (2011).
Tizaoui, K. et al. The role of YKL-40 in the pathogenesis of autoimmune diseases: A comprehensive review. Int. J. Biol. Sci. 18, 3731–3746. https://doi.org/10.7150/ijbs.67587 (2022).
Baeten, D. et al. Detection of major histocompatibility complex/human cartilage gp-39 complexes in rheumatoid arthritis synovitis as a specific and independent histologic marker. Arthritis Rheum. 50, 444–451. https://doi.org/10.1002/art.20012 (2004).
Kazakova, M. H., Batalov, A. Z., Mateva, N. G., Kolarov, Z. G. & Sarafian, V. S. YKL-40 and cytokines: A new diagnostic constellation in rheumatoid arthritis?. Folia Med. 59, 37–42. https://doi.org/10.1515/folmed-2017-0013 (2017).
Tsark, E. C. et al. Differential MHC class II-mediated presentation of rheumatoid arthritis autoantigens by human dendritic cells and macrophages. J. Immunol. 169, 6625–6633. https://doi.org/10.4049/jimmunol.169.11.6625 (2002).
Noguchi, K. et al. Muscle biology, myositis and myopathies poster II. Arthritis Rheumatol. 2022, 74 (2023).
Cui, B. et al. Clinical value of YKL-40 in patients with polymyositis/dermatomyositis: A cross-sectional study and a systematic review. J. Clin. Lab. Anal. https://doi.org/10.1002/jcla.24605 (2022).
Tang, Y. et al. The diagnostic value of serum YKL-40 for myocardial involvement in idiopathic inflammatory myopathy. Clin. Chim. Acta 537, 167–172. https://doi.org/10.1016/j.cca.2022.10.022 (2022).
Oreska, S. et al. Cardiovascular risk in myositis patients compared to the general population: Preliminary data from a single-center cross-sectional study. Front. Med. 9, 861419. https://doi.org/10.3389/fmed.2022.861419 (2022).
Wang, Y. et al. YKL-40 is associated with ultrasound-determined carotid atherosclerotic plaque instability. Front. Neurol. 12, 622869. https://doi.org/10.3389/fneur.2021.622869 (2021).
Vazquez-Del Mercado, M. et al. Subclinical parameters of arterial stiffness and arteriosclerosis correlate with QRISK3 in systemic lupus erythematosus. PLoS ONE 13, e0207520. https://doi.org/10.1371/journal.pone.0207520 (2018).
Perez-Vazquez, F. et al. Enalapril influence on arterial stiffness in rheumatoid arthritis women: A randomized clinical trial. Front. Med. 6, 341. https://doi.org/10.3389/fmed.2019.00341 (2019).
Ungprasert, P., Suksaranjit, P., Spanuchart, I., Leeaphorn, N. & Permpalung, N. Risk of coronary artery disease in patients with idiopathic inflammatory myopathies: a systematic review and meta-analysis of observational studies. Semin. Arthritis Rheum. 44, 63–67. https://doi.org/10.1016/j.semarthrit.2014.03.004 (2014)
Aletaha, D. et al. 2010 Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative. Arthritis Rheum. 62, 2569–2581. https://doi.org/10.1002/art.27584 (2010).
Prevoo, M. L. et al. Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 38, 44–48. https://doi.org/10.1002/art.1780380107 (1995).
Wells, G. et al. Validation of the 28-joint Disease Activity Score (DAS28) and European League Against Rheumatism response criteria based on C-reactive protein against disease progression in patients with rheumatoid arthritis, and comparison with the DAS28 based on erythrocyte sedimentation rate. Ann. Rheum. Dis. 68, 954–960. https://doi.org/10.1136/ard.2007.084459 (2009)
Wintrobe, M. M. & Landsberg, J. W. A standardized technique for the blood sedimentation test. Am. J. Med. Sci. 346, 148–153. Doi: https://doi.org/10.1097/MAJ.0b013e31826caf12 (2013).
Acknowledgements
We are thankful to the Cynthia Alejandra Gomez Rios BSc for the providing care for the study patients. This work was funded by Fondo de Desarrollo Científico (FODECIJAL) 2019 from Consejo Estatal de Ciencia y Tecnología de Jalisco (COECYTJAL), with approval number 1702512-8152. This work was funded by Consejo Nacional de Humanidades, Ciencias y Tecnología (CONAHCyT), Ciencia de Frontera CF-2023-G-1396. This work was funded by PROINPEP 2023, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara.
Author information
Authors and Affiliations
Contributions
M.V.D.M. Substantial contributions to the conception and design of the work, acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. F.P. Substantial contributions to the conception and design of the work, acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. A.M. Substantial contributions to the acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. E.M. Substantial contributions to the analysis and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. E.C. Substantial contributions to the acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. C.R. Substantial contributions to the analysis and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. A.A. Substantial contributions to the acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. M.G. Substantial contributions to the acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. B.M. Substantial contributions to the interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. L.G. Substantial contributions to the acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. G.M. Substantial contributions to the acquisition and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. E.R. Substantial contributions to the interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature. O.P. Substantial contributions to the conception and design of the work, acquisition, analysis, and interpretation of data. Drafted the paper and approved the submitted version. The author agreed to be accountable for their contributions and to ensure that any question was appropriately investigated, resolved, and the resolution documented in the literature.
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.
Supplementary Information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Vázquez-Del Mercado, M., Pérez-Vázquez, F., Márquez-Aguirre, A.L. et al. YKL-40 serum levels are predicted by inflammatory state, age and diagnosis of idiopathic inflammatory myopathies. Sci Rep 13, 19172 (2023). https://doi.org/10.1038/s41598-023-46491-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-023-46491-4
Comments
By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.