Development and External Validation of a Genetic Risk Score for Pain in Rheumatoid Arthritis.

IF 3.3 2区 医学 Q1 RHEUMATOLOGY
Katie J McMenamin, Thomas R Riley, Kristin Wipfler, Kaleb Michaud, Austin Wheeler, Bryant R England, Brian Sauer, Katherine D Wysham, Rui Xiao, Michael March, Grant W Cannon, Sylvanus Toikumo, Henry R Kranzler, Rachel L Kember, Ted R Mikuls, Joshua F Baker
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Abstract

Objective: Several single-nucleotide polymorphisms (SNPs) have been associated with chronic pain syndromes. Our objective was to determine whether genetic variants are associated with pain and disease activity in rheumatoid arthritis (RA).

Methods: Participants were included from two independent RA cohorts: FORWARD (National Databank for Rheumatic Diseases, training data set) and the Veterans Affairs Rheumatoid Arthritis Registry (VARA; validation data set). Multivariable linear regression was used to estimate the relationship between cross-sectional pain scores and 36 fibromyalgia (FM)-associated SNPs in FORWARD. SNP alleles were summed and weighted by these regression coefficients to generate a genetic risk score (GRS) for pain for each participant in both cohorts. Linear regressions and generalized estimating equations were used to determine the relationship between this GRS, an existing pain intensity GRS, and pain and self-reported disease activity.

Results: The sample comprised 756 participants from FORWARD (mean age 56.8 years, 89.4% female) and 2,176 participants from VARA (mean age 64.3 years, 11.0% female) who had pain and genotyping data. Participants in the validation data set (VARA) with FM GRS in the highest quartile had more baseline pain than those in the lowest quartile (+0.55 [95% confidence interval 0.16-0.93], P = 0.006). This was also true for the existing pain intensity GRS. VARA participants in the highest quartile of both GRS had more pain throughout follow-up and higher disease activity scores.

Conclusion: GRS based on pain-related SNPs were associated with RA pain and disease activity, suggesting that the genetic risk of pain may have clinical impacts in RA, such as the likelihood of achieving remission.

类风湿关节炎疼痛遗传风险评分的开发和外部验证。
目的:几种单核苷酸多态性(snp)与慢性疼痛综合征有关。我们的目的是确定遗传变异是否与类风湿性关节炎(RA)的疼痛和疾病活动相关。方法:参与者来自两个独立的RA队列:FORWARD(国家风湿病数据库,训练数据集)和VARA(退伍军人事务RA登记处,验证数据集)。采用多变量线性回归估计FORWARD中横断面疼痛评分与36个fm相关SNPs8之间的关系。通过这些回归系数对SNP等位基因进行汇总和加权,得出两个队列中每个参与者的疼痛遗传风险评分(GRS)。使用线性回归和广义估计方程来确定该GRS,现有疼痛强度GRS,10与疼痛和自我报告的疾病活动性之间的关系。结果:样本包括来自FORWARD的756名参与者(平均年龄56.8岁,女性89.4%)和来自VARA的2176名参与者(平均年龄64.3岁,女性11.0%),他们有疼痛和基因分型数据。在验证数据集(VARA)中,FM GRS最高四分位数的参与者比最低四分位数的参与者有更多的基线疼痛[+0.55 (95% CI: 0.16, 0.93), p=0.006]。对于现有的疼痛强度GRS也是如此。在这两个GRS的最高四分位数的VARA参与者在整个随访期间有更多的疼痛和更高的疾病活动评分。结论:基于疼痛相关snp的遗传风险评分与RA疼痛和疾病活动度相关,提示疼痛的遗传风险可能对RA有临床影响,如达到缓解的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.40
自引率
6.40%
发文量
368
审稿时长
3-6 weeks
期刊介绍: Arthritis Care & Research, an official journal of the American College of Rheumatology and the Association of Rheumatology Health Professionals (a division of the College), is a peer-reviewed publication that publishes original research, review articles, and editorials that promote excellence in the clinical practice of rheumatology. Relevant to the care of individuals with rheumatic diseases, major topics are evidence-based practice studies, clinical problems, practice guidelines, educational, social, and public health issues, health economics, health care policy, and future trends in rheumatology practice.
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