Causal Effect of Higher Glycated Hemoglobin (HbA1c) Levels on Knee Osteoarthritis Risk: A Mendelian Randomization Study

被引:9
作者
Chen, Lirong [1 ]
Jia, Chao [1 ]
Yang, Huiqin [1 ]
机构
[1] Wuhan 1 Hosp, Dept Rheumatol & Immunol, 215 Zhongshan Rd, Wuhan 430022, Peoples R China
关键词
Osteoarthritis; Diabetes mellitus; Glycated hemoglobin (HbA1c); Mendelian randomization; DIABETES-MELLITUS; INSTRUMENTS; CHONDROCYTE; EXPRESSION; CARTILAGE; GLUCOSE;
D O I
10.1007/s40744-022-00510-4
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction: The association between diabetes mellitus (DM) and risk of osteoarthritis (OA) is inconsistent based on published observational studies. This study aimed to conduct a two-sample Mendelian randomization (MR) analysis to explore the causal link between glycated hemoglobin (HbA1c) level and OA risk. Methods: Genome-wide association studies (GWAS) summary statistics were obtained from the publicly available Integrative Epidemiology Unit (IEU) OpenGWAS database. A series of screening processes were performed to select qualified instrumental single-nucleotide polymorphisms (SNPs) strongly related to exposure. The inverse-variance-weighted method, weighted-median method, and MR-Egger method were performed to ensure robust and reliable results. The MR-Egger intercept test, Cochran's Q test, and the leave-one-out sensitivity analysis were utilized to assess the horizontal pleiotropy, heterogeneities, and stability of these genetic variants for OA. Odds ratio (OR) and 95% confidence interval (CI) were calculated. Results: MR analyses found a robust causal association of genetically determined HbA1c with knee OA (OR = 1.561; 95% CI 1.110-2.197; P = 0.011), but not with hip OA (OR = 1.073; 95% CI 0.674-1.710; P = 0.766) or overall OA (OR = 1.141; 95% CI 0.904-1.441; P = 0.804). Sensitivity analyses showed that there was a strong association between SNPs and HbA1c (F = 21.138), no evidence of heterogeneity (Q = 150.625, P = 0.402), and no potential SNPs affecting the causal link. Conclusion: Our MR study supported a causal effect of genetically increased HbA1c on knee OA risk.
引用
收藏
页码:239 / 247
页数:9
相关论文
共 31 条
[1]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[2]   Calculating statistical power in Mendelian randomization studies [J].
Brion, Marie-Jo A. ;
Shakhbazov, Konstantin ;
Visscher, Peter M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (05) :1497-1501
[3]   Avoiding bias from weak instruments in Mendelian randomization studies [J].
Burgess, Stephen ;
Thompson, Simon G. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :755-764
[4]   Osteoarthritis and type 2 diabetes: From pathogenetic factors to therapeutic intervention [J].
Cannata, Francesca ;
Vadala, Gianluca ;
Ambrosio, Luca ;
Napoli, Nicola ;
Papalia, Rocco ;
Denaro, Vincenzo ;
Pozzilli, Paolo .
DIABETES-METABOLISM RESEARCH AND REVIEWS, 2020, 36 (03)
[5]   Osteoarthritis and type 2 diabetes mellitus: What are the links? [J].
Courties, Alice ;
Sellam, Jeremie .
DIABETES RESEARCH AND CLINICAL PRACTICE, 2016, 122 :198-206
[6]   Type 2 Diabetes and Glycemic Traits Are Not Causal Factors of Osteoarthritis: A Two-Sample Mendelian Randomization Analysis [J].
Cui, Zhiyong ;
Feng, Hui ;
He, Baichuan ;
Xing, Yong ;
Liu, Zhaorui ;
Tian, Yun .
FRONTIERS IN GENETICS, 2021, 11
[7]   Correlation between Diabetes Mellitus and Knee Osteoarthritis: A Dry-To-Wet Lab Approach [J].
Dubey, Navneet Kumar ;
Ningrum, Dina Nur Anggraini ;
Dubey, Rajni ;
Deng, Yue-Hua ;
Li, Yu-Chuan ;
Wang, Peter D. ;
Wang, Joseph R. ;
Syed-Abdul, Shabbir ;
Deng, Win-Ping .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (10)
[8]  
Elsworth B, 2020, BIORXIV, V08
[9]   Mendelian Randomization [J].
Emdin, Connor A. ;
Khera, Amit V. ;
Kathiresan, Sekar .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2017, 318 (19) :1925-1926
[10]   Diabetes is a risk factor for knee osteoarthritis progression [J].
Eymard, F. ;
Parsons, C. ;
Edwards, M. H. ;
Petit-Dop, F. ;
Reginster, J. -Y. ;
Bruyere, O. ;
Richette, P. ;
Cooper, C. ;
Chevalier, X. .
OSTEOARTHRITIS AND CARTILAGE, 2015, 23 (06) :851-859