Literature DB >> 34897459

Using multivariable Mendelian randomization to estimate the causal effect of bone mineral density on osteoarthritis risk, independently of body mass index.

April Hartley1,2, Eleanor Sanderson1, Raquel Granell1, Lavinia Paternoster1, Jie Zheng1, George Davey Smith1, Lorraine Southam3, Konstantinos Hatzikotoulas3, Cindy G Boer4, Joyce van Meurs4, Eleftheria Zeggini3, Celia L Gregson2, Jon H Tobias1,2.   

Abstract

OBJECTIVES: Observational analyses suggest that high bone mineral density (BMD) is a risk factor for osteoarthritis (OA); it is unclear whether this represents a causal effect or shared aetiology and whether these relationships are body mass index (BMI)-independent. We performed bidirectional Mendelian randomization (MR) to uncover the causal pathways between BMD, BMI and OA.
METHODS: One-sample (1S)MR estimates were generated by two-stage least-squares regression. Unweighted allele scores instrumented each exposure. Two-sample (2S)MR estimates were generated using inverse-variance weighted random-effects meta-analysis. Multivariable MR (MVMR), including BMD and BMI instruments in the same model, determined the BMI-independent causal pathway from BMD to OA. Latent causal variable (LCV) analysis, using weight-adjusted femoral neck (FN)-BMD and hip/knee OA summary statistics, determined whether genetic correlation explained the causal effect of BMD on OA.
RESULTS: 1SMR provided strong evidence for a causal effect of BMD estimated from heel ultrasound (eBMD) on hip and knee OA {odds ratio [OR]hip = 1.28 [95% confidence interval (CI) = 1.05, 1.57], p = 0.02, ORknee = 1.40 [95% CI = 1.20, 1.63], p = 3 × 10-5, OR per standard deviation [SD] increase}. 2SMR effect sizes were consistent in direction. Results suggested that the causal pathways between eBMD and OA were bidirectional (βhip = 1.10 [95% CI = 0.36, 1.84], p = 0.003, βknee = 4.16 [95% CI = 2.74, 5.57], p = 8 × 10-9, β = SD increase per doubling in risk). MVMR identified a BMI-independent causal pathway between eBMD and hip/knee OA. LCV suggested that genetic correlation (i.e. shared genetic aetiology) did not fully explain the causal effects of BMD on hip/knee OA.
CONCLUSIONS: These results provide evidence for a BMI-independent causal effect of eBMD on OA. Despite evidence of bidirectional effects, the effect of BMD on OA did not appear to be fully explained by shared genetic aetiology, suggesting a direct action of bone on joint deterioration.
© The Author(s) 2021. Published by Oxford University Press on behalf of the International Epidemiological Association.

Entities:  

Keywords:  Mendelian randomization; Osteoarthritis; UK Biobank; body mass index; bone mineral density

Mesh:

Year:  2022        PMID: 34897459      PMCID: PMC9365636          DOI: 10.1093/ije/dyab251

Source DB:  PubMed          Journal:  Int J Epidemiol        ISSN: 0300-5771            Impact factor:   9.685


  47 in total

Review 1.  Bone remodelling in osteoarthritis.

Authors:  David B Burr; Maxime A Gallant
Journal:  Nat Rev Rheumatol       Date:  2012-08-07       Impact factor: 20.543

Review 2.  Osteoarthritis and bone mineral density: are strong bones bad for joints?

Authors:  Sarah A Hardcastle; Paul Dieppe; Celia L Gregson; George Davey Smith; Jon H Tobias
Journal:  Bonekey Rep       Date:  2015-01-21

Review 3.  Osteoarthritis.

Authors:  David J Hunter; Sita Bierma-Zeinstra
Journal:  Lancet       Date:  2019-04-27       Impact factor: 79.321

4.  Comparison of the prevalence of knee osteoarthritis between the elderly Chinese population in Beijing and whites in the United States: The Beijing Osteoarthritis Study.

Authors:  Y Zhang; L Xu; M C Nevitt; P Aliabadi; W Yu; M Qin; L Y Lui; D T Felson
Journal:  Arthritis Rheum       Date:  2001-09

5.  Periarticular bone predicts knee osteoarthritis progression: Data from the Osteoarthritis Initiative.

Authors:  Grace H Lo; Erika Schneider; Jeffrey B Driban; Lori Lyn Price; David J Hunter; Charles B Eaton; Marc C Hochberg; Rebecca D Jackson; C Kent Kwoh; Michael C Nevitt; John A Lynch; Timothy E McAlindon
Journal:  Semin Arthritis Rheum       Date:  2018-01-31       Impact factor: 5.532

Review 6.  To Wnt or not to Wnt: the bone and joint health dilemma.

Authors:  Rik J Lories; Maripat Corr; Nancy E Lane
Journal:  Nat Rev Rheumatol       Date:  2013-03-05       Impact factor: 20.543

7.  Causal Factors for Knee, Hip, and Hand Osteoarthritis: A Mendelian Randomization Study in the UK Biobank.

Authors:  Thomas Funck-Brentano; Maria Nethander; Sofia Movérare-Skrtic; Pascal Richette; Claes Ohlsson
Journal:  Arthritis Rheumatol       Date:  2019-08-29       Impact factor: 10.995

8.  Increased development of radiographic hip osteoarthritis in individuals with high bone mass: a prospective cohort study.

Authors:  April Hartley; Sarah A Hardcastle; Monika Frysz; Jon Parkinson; Lavinia Paternoster; Eugene McCloskey; Kenneth E S Poole; Muhammad K Javaid; Mo Aye; Katie Moss; Martin Williams; Jon H Tobias; Celia L Gregson
Journal:  Arthritis Res Ther       Date:  2021-01-06       Impact factor: 5.156

Review 9.  Friend or foe: high bone mineral density on routine bone density scanning, a review of causes and management.

Authors:  Celia L Gregson; Sarah A Hardcastle; Cyrus Cooper; Jonathan H Tobias
Journal:  Rheumatology (Oxford)       Date:  2013-02-27       Impact factor: 7.580

Review 10.  Pathways to understanding the genomic aetiology of osteoarthritis.

Authors:  Elena Cibrián Uhalte; Jeremy Mark Wilkinson; Lorraine Southam; Eleftheria Zeggini
Journal:  Hum Mol Genet       Date:  2017-10-01       Impact factor: 6.150

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  4 in total

1.  High bone mass and cam morphology are independently related to hip osteoarthritis: findings from the High Bone Mass cohort.

Authors:  B G Faber; A E Hartley; B E Zucker; R Ebsim; C Lindner; S Hardcastle; T Cootes; J H Tobias; M R Whitehouse; C L Gregson
Journal:  BMC Musculoskelet Disord       Date:  2022-08-06       Impact factor: 2.562

Review 2.  A Guide for Understanding and Designing Mendelian Randomization Studies in the Musculoskeletal Field.

Authors:  April E Hartley; Grace M Power; Eleanor Sanderson; George Davey Smith
Journal:  JBMR Plus       Date:  2022-09-20

3.  Mendelian randomization analysis of the causal association of bone mineral density and fracture with multiple sclerosis.

Authors:  Yu Yao; Feng Gao; Yanni Wu; Xin Zhang; Jun Xu; Haiyang Du; Xintao Wang
Journal:  Front Neurol       Date:  2022-09-15       Impact factor: 4.086

Review 4.  Mendelian Randomization Studies of Lifestyle-Related Risk Factors for Osteoarthritis: A PRISMA Review and Meta-Analysis.

Authors:  Justin Ho; Christopher Chi Hang Mak; Vivek Sharma; Kendrick To; Wasim Khan
Journal:  Int J Mol Sci       Date:  2022-10-07       Impact factor: 6.208

  4 in total

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