Centre for Health Education and Health Promotion, The JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China.
The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, the Chinese University of Hong Kong, Hong Kong SAR, China, School of Public Health, the Chinese Academy of Medical Sciences and the Peking Union Medical College, Beijing, China, and School of Public Health, Peking University, Beijing, China.
Arthritis Rheumatol. 2023 Aug;75(8):1334-1343. doi: 10.1002/art.42502. Epub 2023 Jun 16.
The positive association between rheumatoid arthritis (RA) and osteoporosis has been reported in previous observational studies, but the causal relationship remains unclear. This study was undertaken to investigate whether RA was causally associated with osteoporosis in Japanese populations using Mendelian randomization (MR) analyses.
Publicly available summarized data from genome-wide association studies (GWAS) on RA (4,199 cases and 208,254 controls) and osteoporosis (7,788 cases and 204,665 controls) were obtained from BioBank Japan. Eleven RA-related single-nucleotide polymorphisms (P < 5×10 ) were selected as instrumental variables. We used the inverse variance-weighted method as the primary method to calculate the odds ratios (ORs) and 95% confidence intervals (95% CIs). We also used the MR-Egger's method, weighted median, and weighted mode to determine the robustness of the main results. To partially test the horizontal pleiotropy, we used the MR-Egger's intercept test and the Mendelian randomization pleiotropy residual sum and outlier (MRPRESSO) test.
Using the inverse variance-weighted method, we showed that genetically predicted RA was positively associated with osteoporosis (OR 1.10, 95% CI 1.06-1.14, P < 0.001). The positive association was robust when we tested the results using the MR-Egger's method (OR 1.09, 95% CI 1.03-1.16, P = 0.023), weighted median (OR 1.09, 95% CI 1.04-1.15, P < 0.001), and weighted mode (OR 1.08, 95% CI 1.03-1.13, P = 0.012). Horizontal pleiotropy was not detected (P = 0.737) by the MR-Egger's intercept test or the MRPRESSO test.
Our results show a potential causal association between genetically predicted RA and osteoporosis. The finding was consistent when we used different MR methods and the sensitivity analysis. Further MR studies are needed when GWAS with more details of RA and osteoporosis performed in other East Asian/Japanese populations are available.
先前的观察性研究报告称,类风湿关节炎(RA)与骨质疏松症之间存在正相关关系,但因果关系尚不清楚。本研究通过孟德尔随机化(MR)分析,旨在调查 RA 是否与日本人群中的骨质疏松症存在因果关系。
从日本生物银行获取了 RA(4199 例病例和 208254 例对照)和骨质疏松症(7788 例病例和 204665 例对照)全基因组关联研究(GWAS)的公开汇总数据。选择了 11 个与 RA 相关的单核苷酸多态性(P<5×10)作为工具变量。我们使用逆方差加权法作为主要方法来计算比值比(OR)和 95%置信区间(95%CI)。我们还使用 MR-Egger 方法、加权中位数和加权模式来确定主要结果的稳健性。为了部分检验水平异质性,我们使用了 MR-Egger 截距检验和孟德尔随机化异质性残差总和和异常值(MRPRESSO)检验。
使用逆方差加权法,我们表明遗传预测的 RA 与骨质疏松症呈正相关(OR 1.10,95%CI 1.06-1.14,P<0.001)。当我们使用 MR-Egger 方法(OR 1.09,95%CI 1.03-1.16,P=0.023)、加权中位数(OR 1.09,95%CI 1.04-1.15,P<0.001)和加权模式(OR 1.08,95%CI 1.03-1.13,P=0.012)进行检验时,这种正相关关系具有稳健性。MR-Egger 截距检验和 MRPRESSO 检验均未检测到水平异质性(P=0.737)。
我们的结果表明,遗传预测的 RA 与骨质疏松症之间存在潜在的因果关系。当我们使用不同的 MR 方法和敏感性分析时,结果是一致的。当在其他东亚/日本人群中进行具有 RA 和骨质疏松症更详细信息的 GWAS 时,需要进一步进行 MR 研究。