Mendelian randomization provides evidence for a causal effect of higher serum IGF-1 concentration on risk of hip and knee osteoarthritis

被引:14
作者
Hartley, April [1 ,2 ]
Sanderson, Eleanor [1 ]
Paternoster, Lavinia [1 ]
Teumer, Alexander [3 ]
Kaplan, Robert C. [4 ]
Tobias, Jon H. [1 ,2 ]
Gregson, Celia L. [2 ]
机构
[1] Univ Bristol, Bristol Med Sch, MRC Integrat Epidemiol Unit, Populat Hlth Sci, Bristol, Avon, England
[2] Univ Bristol, Bristol Med Sch, Musculoskeletal Res Unit, Translat Hlth Sci, Bristol, Avon, England
[3] Univ Med Greifswald, Inst Community Med, Greifswald, Germany
[4] Albert Einstein Coll Med, Dept Epidemiol & Publ Hlth, New York, NY USA
基金
英国惠康基金;
关键词
OA; UK Biobank; insulin-like growth factor-1; Mendelian randomization; BMI; GROWTH-FACTOR-I; IGFBP-3; LEVELS; INSTRUMENTS; DISEASE; GENE; CHONDROCYTES; POLYMORPHISM; ASSOCIATION; POPULATION; COLLAGEN;
D O I
10.1093/rheumatology/keaa597
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives. How insulin-like growth factor-1 (IGF-1) is related to OA is not well understood. We determined relationships between IGF-1 and hospital-diagnosed hand, hip and knee OA in UK Biobank, using Mendelian randomization (MR) to determine causality. Methods. Serum IGF-1 was assessed by chemiluminescent immunoassay. OA was determined using Hospital Episode Statistics. One-sample MR (1SMR) was performed using two-stage least-squares regression, with an unweighted IGF-1 genetic risk score as an instrument. Multivariable MR included BMI as an additional exposure (instrumented by BMI genetic risk score). MR analyses were adjusted for sex, genotyping chip and principal components. We then performed two-sample MR (2SMR) using summary statistics from Cohorts for Heart and Aging Research in Genetic Epidemiology (CHARGE) (IGF-1, N=30884) and the recent genome-wide association study meta-analysis (N=455221) of UK Biobank and Arthritis Research UK OA Genetics (arcOGEN). Results. A total of 332092 adults in UK Biobank had complete data. Their mean (S.D.) age was 56.5 (8.0) years and 54% were female. IGF-1 was observationally related to a reduced odds of hand OA [odds ratio per doubling=0.87 (95% CI 0.82, 0.93)], and an increased odds of hip OA [1.04 (1.01, 1.07)], but was unrelated to knee OA [0.99 (0.96, 1.01)]. Using 1SMR, we found strong evidence for an increased risk of hip [odds ratio per S.D. increase=1.57 (1.21, 2.01)] and knee [1.30 (1.07, 1.58)] OA with increasing IGF-1 concentration. By contrast, we found no evidence for a causal effect of IGF-1 concentration on hand OA [0.98 (0.57, 1.70)]. Results were consistent when estimated using 2SMR and in multivariable MR analyses accounting for BMI. Conclusion. We have found evidence that increased serum IGF-1 is causally related to higher risk of hip and knee OA.
引用
收藏
页码:1676 / 1686
页数:11
相关论文
共 53 条
  • [1] UK Biobank Data: Come and Get It
    Allen, Naomi E.
    Sudlow, Cathie
    Peakman, Tim
    Collins, Rory
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [2] Identification of Novel Loci Associated With Hip Shape: A Meta-Analysis of Genomewide Association Studies
    Baird, Denis A.
    Evans, Daniel S.
    Kamanu, Frederick K.
    Gregory, Jennifer S.
    Saunders, Fiona R.
    Giuraniuc, Claudiu V.
    Barr, Rebecca J.
    Aspden, Richard M.
    Jenkins, Deborah
    Kiel, Douglas P.
    Orwoll, Eric S.
    Cummings, Steven R.
    Lane, Nancy E.
    Mullin, Benjamin H.
    Williams, Frances M. K.
    Richards, J. Brent
    Wilson, Scott G.
    Spector, Tim D.
    Faber, Benjamin G.
    Lawlor, Deborah A.
    Grundberg, Elin
    Ohlsson, Claes
    Pettersson-Kymmer, Ulrika
    Capellini, Terence D.
    Richard, Daniel
    Beck, Thomas J.
    Evans, David M.
    Paternoster, Lavinia
    Karasik, David
    Tobias, Jonathan H.
    [J]. JOURNAL OF BONE AND MINERAL RESEARCH, 2019, 34 (02) : 241 - 251
  • [3] Baum ChristopherF., 2002, IVREG2 STATA MODULE
  • [4] Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator
    Bowden, Jack
    Smith, George Davey
    Haycock, Philip C.
    Burgess, Stephen
    [J]. GENETIC EPIDEMIOLOGY, 2016, 40 (04) : 304 - 314
  • [5] Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression
    Bowden, Jack
    Smith, George Davey
    Burgess, Stephen
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) : 512 - 525
  • [6] Calculating statistical power in Mendelian randomization studies
    Brion, Marie-Jo A.
    Shakhbazov, Konstantin
    Visscher, Peter M.
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (05) : 1497 - 1501
  • [7] A review of instrumental variable estimators for Mendelian randomization
    Burgess, Stephen
    Small, Dylan S.
    Thompson, Simon G.
    [J]. STATISTICAL METHODS IN MEDICAL RESEARCH, 2017, 26 (05) : 2333 - 2355
  • [8] The UK Biobank resource with deep phenotyping and genomic data
    Bycroft, Clare
    Freeman, Colin
    Petkova, Desislava
    Band, Gavin
    Elliott, Lloyd T.
    Sharp, Kevin
    Motyer, Allan
    Vukcevic, Damjan
    Delaneau, Olivier
    O'Connell, Jared
    Cortes, Adrian
    Welsh, Samantha
    Young, Alan
    Effingham, Mark
    McVean, Gil
    Leslie, Stephen
    Allen, Naomi
    Donnelly, Peter
    Marchini, Jonathan
    [J]. NATURE, 2018, 562 (7726) : 203 - +
  • [9] The Global Economic Cost of Osteoarthritis: How the UK Compares
    Chen, A.
    Gupte, C.
    Akhtar, K.
    Smith, P.
    Cobb, J.
    [J]. ARTHRITIS, 2012,
  • [10] Relationship between insulin-like growth factor-1 and radiographic disease in patients with primary osteoarthritis: a systematic review
    Claessen, K. M. J. A.
    Ramautar, S. R.
    Pereira, A. M.
    Smit, J. W. A.
    Biermasz, N. R.
    Kloppenburg, M.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2012, 20 (02) : 79 - 86