Changes in DNA methylation are associated with systemic lupus erythematosus flare remission and clinical subtypes.

IF 4.4 2区 医学 Q1 GENETICS & HEREDITY Clinical Epigenetics Pub Date : 2024-12-18 DOI:10.1186/s13148-024-01792-x
Mary K Horton, Joanne Nititham, Kimberly E Taylor, Patricia Katz, Chun Jimmie Ye, Jinoos Yazdany, Maria Dall'Era, Charlotte Hurabielle, Lisa F Barcellos, Lindsey A Criswell, Cristina M Lanata
{"title":"Changes in DNA methylation are associated with systemic lupus erythematosus flare remission and clinical subtypes.","authors":"Mary K Horton, Joanne Nititham, Kimberly E Taylor, Patricia Katz, Chun Jimmie Ye, Jinoos Yazdany, Maria Dall'Era, Charlotte Hurabielle, Lisa F Barcellos, Lindsey A Criswell, Cristina M Lanata","doi":"10.1186/s13148-024-01792-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Systemic lupus erythematosus (SLE) has numerous symptoms across organs and an unpredictable flare-remittance pattern. This has made it challenging to understand drivers of long-term SLE outcomes. Our objective was to identify whether changes in DNA methylation over time, in an actively flaring SLE cohort, were associated with remission and whether these changes meaningfully subtype SLE patients.</p><p><strong>Methods: </strong>Fifty-nine multi-ethnic SLE patients had clinical visits and DNA methylation profiles at a flare and approximately 3 months later. Methylation was measured using the Illumina EPIC array. We identified sites where methylation change between visits was associated with remission at the follow-up visit using limma package and a time x remission interaction term. Models adjusted for batch, age at diagnosis, time between visits, age at flare, sex, medications, and cell-type proportions. Separately, a paired T-test identified Bonferroni significant methylation sites with ≥ 3% change between visits (n = 546). Methylation changes at these sites were used for unsupervised consensus hierarchical clustering. Associations between clusters and patient features were assessed.</p><p><strong>Results: </strong>Nineteen patients fully remitted at the follow-up visit. For 1,953 CpG sites, methylation changed differently for remitters vs. non-remitters (Bonferroni p < 0.05). Nearly half were within genes regulated by interferon. The largest effect was at cg22873177; on average, remitters had 23% decreased methylation between visits while non-remitters had no change. Three SLE patient clusters were identified using methylation differences agnostic of clinical outcomes. All Cluster 1 subjects (n = 12) experienced complete flare remission, despite similar baseline disease activity scores, medications, and demographics as other clusters. Methylation changes at six CpG sites, including within immune-related CD45 and IFI genes, were particularly distinct for each cluster, suggesting these may be good candidates for stratifying patients in the future.</p><p><strong>Conclusions: </strong>Changes in DNA methylation during active SLE were associated with remission status and identified subgroups of SLE patients with several distinct clinical and biological characteristics. DNA methylation patterns might help inform SLE subtypes, leading to targeted therapies based on relevant underlying biological pathways.</p>","PeriodicalId":10366,"journal":{"name":"Clinical Epigenetics","volume":"16 1","pages":"181"},"PeriodicalIF":4.4000,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11656870/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Epigenetics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13148-024-01792-x","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Systemic lupus erythematosus (SLE) has numerous symptoms across organs and an unpredictable flare-remittance pattern. This has made it challenging to understand drivers of long-term SLE outcomes. Our objective was to identify whether changes in DNA methylation over time, in an actively flaring SLE cohort, were associated with remission and whether these changes meaningfully subtype SLE patients.

Methods: Fifty-nine multi-ethnic SLE patients had clinical visits and DNA methylation profiles at a flare and approximately 3 months later. Methylation was measured using the Illumina EPIC array. We identified sites where methylation change between visits was associated with remission at the follow-up visit using limma package and a time x remission interaction term. Models adjusted for batch, age at diagnosis, time between visits, age at flare, sex, medications, and cell-type proportions. Separately, a paired T-test identified Bonferroni significant methylation sites with ≥ 3% change between visits (n = 546). Methylation changes at these sites were used for unsupervised consensus hierarchical clustering. Associations between clusters and patient features were assessed.

Results: Nineteen patients fully remitted at the follow-up visit. For 1,953 CpG sites, methylation changed differently for remitters vs. non-remitters (Bonferroni p < 0.05). Nearly half were within genes regulated by interferon. The largest effect was at cg22873177; on average, remitters had 23% decreased methylation between visits while non-remitters had no change. Three SLE patient clusters were identified using methylation differences agnostic of clinical outcomes. All Cluster 1 subjects (n = 12) experienced complete flare remission, despite similar baseline disease activity scores, medications, and demographics as other clusters. Methylation changes at six CpG sites, including within immune-related CD45 and IFI genes, were particularly distinct for each cluster, suggesting these may be good candidates for stratifying patients in the future.

Conclusions: Changes in DNA methylation during active SLE were associated with remission status and identified subgroups of SLE patients with several distinct clinical and biological characteristics. DNA methylation patterns might help inform SLE subtypes, leading to targeted therapies based on relevant underlying biological pathways.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
DNA甲基化的改变与系统性红斑狼疮发作缓解和临床亚型相关。
背景:系统性红斑狼疮(SLE)有许多跨器官的症状和不可预测的耀斑-汇款模式。这使得理解SLE长期结局的驱动因素具有挑战性。我们的目的是确定DNA甲基化随时间的变化是否与缓解有关,以及这些变化是否对SLE患者的亚型有意义。方法:59名多种族SLE患者在发病时和大约3个月后进行了临床访问和DNA甲基化分析。使用Illumina EPIC阵列测量甲基化。我们使用limma包和时间x缓解相互作用项确定了随访期间甲基化变化与随访缓解相关的位点。模型调整了批次、诊断年龄、就诊间隔时间、发作年龄、性别、药物和细胞类型比例。另外,配对t检验确定Bonferroni显著甲基化位点,两次访问之间变化≥3% (n = 546)。这些位点的甲基化变化用于无监督共识分层聚类。评估聚类与患者特征之间的关联。结果:19例患者在随访时完全缓解。对于1953个CpG位点,缓解者与非缓解者的甲基化变化不同(Bonferroni p)。结论:活动性SLE期间DNA甲基化的变化与缓解状态有关,并确定了具有几种不同临床和生物学特征的SLE患者亚组。DNA甲基化模式可能有助于了解SLE亚型,从而导致基于相关潜在生物学途径的靶向治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
期刊最新文献
The role and therapeutic potential of succinate and succinylation in cardiovascular diseases. β-Hydroxybutyrate upregulates hepatic histone β-hydroxybutyrylation modification, promotes the expression of PPARα, and alleviates the hepatic steatosis in MASLD. Association of accelerated biological aging with obstructive sleep apnea symptoms and identification of a candidate biomarker gene signature. Differences in heart DNA methylation between sudden infant death syndrome and other sudden deaths. Effectiveness analysis and clinical application potential exploration of combined detection of PAX1/JAM3 gene methylation in early diagnosis of cervical precancerous lesions.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1