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差异甲基化作为依那西普治疗类风湿关节炎患者反应的生物标志物。

Differential Methylation as a Biomarker of Response to Etanercept in Patients With Rheumatoid Arthritis.

机构信息

NIHR Manchester Musculoskeletal Biomedical Research Unit, Manchester Academy of Health Sciences, and Central Manchester NHS Trust, Manchester, UK.

Arthritis Research UK Centre for Genetics and Genomics, University of Manchester, Manchester, UK.

出版信息

Arthritis Rheumatol. 2016 Jun;68(6):1353-60. doi: 10.1002/art.39590. Epub 2016 Apr 21.

DOI:10.1002/art.39590
PMID:26814849
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4914881/
Abstract

OBJECTIVE

Biologic drug therapies represent a huge advance in the treatment of rheumatoid arthritis (RA). However, very good disease control is achieved in only 30% of patients, making identification of biomarkers of response a research priority. We undertook this study to test our hypothesis that differential DNA methylation patterns may provide biomarkers predictive of response to tumor necrosis factor inhibitor (TNFi) therapy in patients with RA.

METHODS

An epigenome-wide association study was performed on pretreatment whole blood DNA from patients with RA. Patients who displayed good response (n = 36) or no response (n = 36) to etanercept therapy at 3 months were selected. Differentially methylated positions were identified using linear regression. Variance of methylation at differentially methylated positions was assessed for correlation with cis-acting single-nucleotide polymorphisms (SNPs). A replication experiment for prioritized SNPs was performed in an independent cohort of 1,204 RA patients.

RESULTS

Five positions that were differentially methylated between responder groups were identified, with a false discovery rate of <5%. The top 2 differentially methylated positions mapped to exon 7 of the LRPAP1 gene on chromosome 4 (cg04857395, P = 1.39 × 10(-8) and cg26401028, P = 1.69 × 10(-8) ). The A allele of the SNP rs3468 was correlated with higher levels of methylation for both of the top 2 differentially methylated positions (P = 2.63 × 10(-7) and P = 1.05 × 10(-6) , respectively). Furthermore, the A allele of rs3468 was correlated with European League Against Rheumatism nonresponse in the discovery cohort (P = 0.03; n = 56) and in the independent replication cohort (P = 0.003; n = 1,204).

CONCLUSION

We identify DNA methylation as a potential biomarker of response to TNFi therapy, and we report the association between response and the LRPAP1 gene, which encodes a chaperone of low-density lipoprotein receptor-related protein 1. Additional replication experiments in independent sample collections are now needed.

摘要

目的

生物药物疗法代表了类风湿关节炎(RA)治疗的巨大进步。然而,只有 30%的患者获得了非常好的疾病控制,这使得识别反应的生物标志物成为研究的重点。我们进行了这项研究,以验证我们的假设,即差异 DNA 甲基化模式可能为 RA 患者对肿瘤坏死因子抑制剂(TNFi)治疗的反应提供生物标志物。

方法

对接受依那西普治疗 3 个月后表现出良好反应(n=36)或无反应(n=36)的 RA 患者的预处理全血 DNA 进行全基因组关联研究。使用线性回归鉴定差异甲基化位置。评估差异甲基化位置的甲基化方差与顺式作用单核苷酸多态性(SNP)的相关性。在 1204 名 RA 患者的独立队列中进行了优先 SNP 的复制实验。

结果

在反应组之间鉴定出 5 个差异甲基化的位置,假发现率<5%。前 2 个差异甲基化位置映射到 4 号染色体 LRPAP1 基因的外显子 7(cg04857395,P=1.39×10(-8)和 cg26401028,P=1.69×10(-8))。SNP rs3468 的 A 等位基因与前 2 个差异甲基化位置的甲基化水平升高相关(P=2.63×10(-7)和 P=1.05×10(-6),分别)。此外,rs3468 的 A 等位基因与发现队列中的欧洲抗风湿病联盟无反应相关(P=0.03;n=56)和独立复制队列相关(P=0.003;n=1204)。

结论

我们将 DNA 甲基化为 TNFi 治疗反应的潜在生物标志物,并报告了反应与 LRPAP1 基因之间的关联,该基因编码 LDL 受体相关蛋白 1 的伴侣。现在需要在独立的样本集中进行更多的复制实验。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/da561f818d2a/ART-68-1353-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/120c01791c13/ART-68-1353-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/a6e8edff9e0c/ART-68-1353-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/da561f818d2a/ART-68-1353-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/120c01791c13/ART-68-1353-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/a6e8edff9e0c/ART-68-1353-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cfe/4914881/da561f818d2a/ART-68-1353-g003.jpg

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本文引用的文献

1
Power and sample size estimation for epigenome-wide association scans to detect differential DNA methylation.用于全表观基因组关联扫描以检测DNA甲基化差异的效能和样本量估计
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2
The alternative role of DNA methylation in splicing regulation.DNA 甲基化在剪接调控中的替代作用。
Trends Genet. 2015 May;31(5):274-80. doi: 10.1016/j.tig.2015.03.002. Epub 2015 Mar 30.
3
limma powers differential expression analyses for RNA-sequencing and microarray studies.
人类疾病中的DNA甲基化
Heliyon. 2024 Jun 4;10(11):e32366. doi: 10.1016/j.heliyon.2024.e32366. eCollection 2024 Jun 15.
4
Towards Personalized Medicine in Rheumatoid Arthritis.迈向类风湿关节炎的个性化医疗
Open Access Rheumatol. 2024 May 18;16:89-114. doi: 10.2147/OARRR.S372610. eCollection 2024.
5
Identification of cell-specific epigenetic patterns associated with chondroitin sulfate treatment response in an endemic arthritis, Kashin-Beck disease.在地方性关节炎——大骨节病中,鉴定与硫酸软骨素治疗反应相关的细胞特异性表观遗传模式。
Bone Joint Res. 2024 May 17;13(5):237-246. doi: 10.1302/2046-3758.135.BJR-2023-0271.R1.
6
Novel DNA methylome biomarkers associated with adalimumab response in rheumatoid arthritis patients.新型 DNA 甲基组生物标志物与类风湿关节炎患者阿达木单抗应答相关。
Front Immunol. 2023 Dec 22;14:1303231. doi: 10.3389/fimmu.2023.1303231. eCollection 2023.
7
Role of IFN-α in Rheumatoid Arthritis.干扰素-α在类风湿关节炎中的作用。
Curr Rheumatol Rep. 2024 Feb;26(2):37-52. doi: 10.1007/s11926-023-01125-6. Epub 2023 Dec 5.
8
The prognostic value of whole-genome DNA methylation in response to Leflunomide in patients with Rheumatoid Arthritis.全基因组 DNA 甲基化对来氟米特治疗类风湿关节炎患者反应的预后价值。
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9
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Rheumatology (Oxford). 2024 Mar 1;63(3):594-607. doi: 10.1093/rheumatology/kead490.
10
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J Crohns Colitis. 2024 Aug 14;18(8):1190-1201. doi: 10.1093/ecco-jcc/jjad133.
limma为RNA测序和微阵列研究提供差异表达分析的动力。
Nucleic Acids Res. 2015 Apr 20;43(7):e47. doi: 10.1093/nar/gkv007. Epub 2015 Jan 20.
4
Genetic and epigenetic predictors of responsiveness to treatment in RA.遗传和表观遗传预测因子与 RA 治疗反应的相关性。
Nat Rev Rheumatol. 2014 Jun;10(6):329-37. doi: 10.1038/nrrheum.2014.16. Epub 2014 Feb 18.
5
Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays.Minfi:一个用于分析 Infinium DNA 甲基化微阵列的灵活且全面的 Bioconductor 软件包。
Bioinformatics. 2014 May 15;30(10):1363-9. doi: 10.1093/bioinformatics/btu049. Epub 2014 Jan 28.
6
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Pharmacogenomics. 2013 May;14(7):727-34. doi: 10.2217/pgs.13.60.
7
Genome-wide association study and gene expression analysis identifies CD84 as a predictor of response to etanercept therapy in rheumatoid arthritis.全基因组关联研究和基因表达分析鉴定 CD84 为类风湿关节炎对依那西普治疗反应的预测因子。
PLoS Genet. 2013 Mar;9(3):e1003394. doi: 10.1371/journal.pgen.1003394. Epub 2013 Mar 28.
8
Differential DNA methylation in purified human blood cells: implications for cell lineage and studies on disease susceptibility.人类血液细胞中差异的 DNA 甲基化:对细胞谱系的影响及对疾病易感性的研究。
PLoS One. 2012;7(7):e41361. doi: 10.1371/journal.pone.0041361. Epub 2012 Jul 25.
9
SWAN: Subset-quantile within array normalization for illumina infinium HumanMethylation450 BeadChips.SWAN:Illumina Infinium HumanMethylation450 BeadChips 中的子集分位数内数组标准化。
Genome Biol. 2012 Jun 15;13(6):R44. doi: 10.1186/gb-2012-13-6-r44.
10
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