Radiographic endophenotyping in hip osteoarthritis improves the precision of genetic association analysis

Objective Osteoarthritis (OA) has a strong genetic component but the success of previous genome-wide association studies (GWAS) has been restricted due to insufficient sample sizes and phenotype heterogeneity. Our aim was to examine the effect of clinically relevant endophenotyping according to site of maximal joint space narrowing (maxJSN) and bone remodelling response on GWAS signal detection in hip OA. Methods A stratified GWAS meta-analysis was conducted in 2118 radiographically defined hip OA cases and 6500 population-based controls. Signals were followed up by analysing differential expression of proximal genes for bone remodelling endophenotypes in 33 pairs of macroscopically intact and OA-affected cartilage. Results We report suggestive evidence (p<5×10−6) of association at 6 variants with OA endophenotypes that would have been missed by using presence of hip OA as the disease end point. For example, in the analysis of hip OA cases with superior maxJSN versus cases with non-superior maxJSN we detected association with a variant in the LRCH1 gene (rs754106, p=1.49×10−7, OR (95% CIs) 0.70 (0.61 to 0.80)). In the comparison of hypertrophic with non-hypertrophic OA the most significant variant was located between STT3B and GADL1 (rs6766414, p=3.13×10−6, OR (95% CIs) 1.45 (1.24 to 1.69)). Both of these associations were fully attenuated in non-stratified analyses of all hip OA cases versus population controls (p>0.05). STT3B was significantly upregulated in OA-affected versus intact cartilage, particularly in the analysis of hypertrophic and normotrophic compared with atrophic bone remodelling pattern (p=4.2×10−4). Conclusions Our findings demonstrate that stratification of OA cases into more homogeneous endophenotypes can identify genes of potential functional importance otherwise obscured by disease heterogeneity.

[1]  Eleni Zengini,et al.  The Genetic Epidemiological Landscape of Hip and Knee Osteoarthritis: Where Are We Now and Where Are We Going? , 2016, The Journal of Rheumatology.

[2]  T. Spector,et al.  Validation of statistical shape modelling to predict hip osteoarthritis in females: data from two prospective cohort studies (Cohort Hip and Cohort Knee and Chingford). , 2015, Rheumatology.

[3]  Tim Cootes,et al.  Investigation of Association Between Hip Osteoarthritis Susceptibility Loci and Radiographic Proximal Femur Shape , 2015, Arthritis & rheumatology.

[4]  R. Gilmore,et al.  Cotranslational and posttranslocational N-glycosylation of proteins in the endoplasmic reticulum. , 2015, Seminars in cell & developmental biology.

[5]  J. Goeman,et al.  Genes Involved in the Osteoarthritis Process Identified through Genome Wide Expression Analysis in Articular Cartilage; the RAAK Study , 2014, PloS one.

[6]  Kari Stefansson,et al.  Severe osteoarthritis of the hand associates with common variants within the ALDH1A2 gene and with rare variants at 1p31 , 2014, Nature Genetics.

[7]  René Rizzoli,et al.  Health economics in the field of osteoarthritis: an expert's consensus paper from the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis (ESCEO). , 2013, Seminars in arthritis and rheumatism.

[8]  Michael Boehnke,et al.  Recommended Joint and Meta‐Analysis Strategies for Case‐Control Association Testing of Single Low‐Count Variants , 2013, Genetic epidemiology.

[9]  A. Hofman,et al.  A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip , 2013, Annals of the rheumatic diseases.

[10]  A. Uitterlinden,et al.  The DOT1L rs12982744 polymorphism is associated with osteoarthritis of the hip with genome-wide statistical significance in males , 2013, Annals of the rheumatic diseases.

[11]  Fernando Rivadeneira,et al.  Bone parameters across different types of hip osteoarthritis and their relationship to osteoporotic fracture risk. , 2013, Arthritis and rheumatism.

[12]  Andres Metspalu,et al.  Identification of new susceptibility loci for osteoarthritis (arcOGEN): a genome-wide association study , 2012, The Lancet.

[13]  M. Peters,et al.  Genome-wide association and functional studies identify the DOT1L gene to be involved in cartilage thickness and hip osteoarthritis , 2012, Proceedings of the National Academy of Sciences.

[14]  Charles E McCulloch,et al.  Variant alleles of the Wnt antagonist FRZB are determinants of hip shape and modify the relationship between hip shape and osteoarthritis. , 2012, Arthritis and rheumatism.

[15]  A. Hofman,et al.  A variant in MCF2L is associated with osteoarthritis. , 2011, American journal of human genetics.

[16]  J. Houwing-Duistermaat,et al.  Osteoarthritis susceptibility genes influence the association between hip morphology and osteoarthritis. , 2011, Arthritis and rheumatism.

[17]  Irene Tracey,et al.  Can neuroimaging studies identify pain endophenotypes in humans? , 2011, Nature Reviews Neurology.

[18]  Bjarni V. Halldórsson,et al.  Meta-analysis of genome-wide association studies confirms a susceptibility locus for knee osteoarthritis on chromosome 7q22 , 2010, Annals of the rheumatic diseases.

[19]  D. Altshuler,et al.  A map of human genome variation from population-scale sequencing , 2010, Nature.

[20]  A. Hofman,et al.  Recommendations for standardization and phenotype definitions in genetic studies of osteoarthritis: the TREAT-OA consortium. , 2010, Osteoarthritis and cartilage.

[21]  A. Hofman,et al.  The GDF5 rs143383 polymorphism is associated with osteoarthritis of the knee with genome-wide statistical significance , 2010, Annals of the rheumatic diseases.

[22]  Reedik Mägi,et al.  GWAMA: software for genome-wide association meta-analysis , 2010, BMC Bioinformatics.

[23]  Yusuke Nakamura,et al.  New Sequence Variants in HLA Class II/III Region Associated with Susceptibility to Knee Osteoarthritis Identified by Genome-Wide Association Study , 2010, PloS one.

[24]  Bjarni V. Halldórsson,et al.  A genome-wide association study identifies an osteoarthritis susceptibility locus on chromosome 7q22. , 2010, Arthritis and rheumatism.

[25]  Bjarni V. Halldórsson,et al.  Large-scale analysis of association between GDF5 and FRZB variants and osteoarthritis of the hip, knee, and hand. , 2009, Arthritis and rheumatism.

[26]  T. Spector,et al.  The genetic influence on radiographic osteoarthritis is site specific at the hand, hip and knee , 2008, Rheumatology.

[27]  Yusuke Nakamura,et al.  Common variants in DVWA on chromosome 3p24.3 are associated with susceptibility to knee osteoarthritis , 2008, Nature Genetics.

[28]  P. Donnelly,et al.  A new multipoint method for genome-wide association studies by imputation of genotypes , 2007, Nature Genetics.

[29]  Yusuke Nakamura,et al.  A functional polymorphism in the 5′ UTR of GDF5 is associated with susceptibility to osteoarthritis , 2007, Nature Genetics.

[30]  B. Koes,et al.  Risk factors and prognostic factors of hip and knee osteoarthritis , 2007, Nature Clinical Practice Rheumatology.

[31]  T. Spector,et al.  Association between a variation in LRCH1 and knee osteoarthritis: a genome-wide single-nucleotide polymorphism association study using DNA pooling. , 2006, Arthritis and rheumatism.

[32]  K. Muir,et al.  Influence of radiographic phenotype on risk of hip osteoarthritis within families , 2004, Annals of the rheumatic diseases.

[33]  M. Aebi,et al.  N-linked protein glycosylation in the endoplasmic reticulum. , 2000, Cold Spring Harbor perspectives in biology.

[34]  M. Dougados,et al.  Radiological progression of hip osteoarthritis: definition, risk factors and correlations with clinical status. , 1996, Annals of the rheumatic diseases.

[35]  M A Ritter,et al.  A new radiographic evaluation of primary osteoarthritis. , 1994, Orthopedics.

[36]  M. Doherty,et al.  Radiographic progression of hospital referred osteoarthritis of the hip. , 1993, Annals of the rheumatic diseases.

[37]  M. Doherty,et al.  Radiographic patterns and associations of osteoarthritis of the hip. , 1992, Annals of the rheumatic diseases.

[38]  C. Schnitzler,et al.  Bone histomorphometry of the iliac crest, and spinal fracture prevalence in atrophic and hypertrophic osteoarthritis of the hip , 1992, Osteoporosis International.

[39]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[40]  D. Resnick Patterns of migration of the femoral head in osteoarthritis of the hip. Roentgenographic-pathologic correlation and comparison with rheumatoid arthritis. , 1975, The American journal of roentgenology, radium therapy, and nuclear medicine.

[41]  J. Kellgren,et al.  Radiological Assessment of Osteo-Arthrosis , 1957, Annals of the rheumatic diseases.

[42]  A map of human genome variation from population scale sequencing , 2012 .

[43]  T. Spector,et al.  Genetic epidemiology of hip and knee osteoarthritis , 2011, Nature Reviews Rheumatology.

[44]  Bjarni V. Halldórsson,et al.  A Genome-Wide Association Study Identifies an Osteoarthritis Susceptibility Locus on Chromosome 7 q 22 , 2010 .

[45]  G. Gold,et al.  Atlas of individual radiographic features in osteoarthritis, revised. , 2007, Osteoarthritis and cartilage.

[46]  Jelle J. Goeman,et al.  A global test for groups of genes: testing association with a clinical outcome , 2004, Bioinform..

[47]  T. Spector,et al.  Risk factors for osteoarthritis: genetics. , 2004, Osteoarthritis and cartilage.

[48]  T D Cooke,et al.  The American College of Rheumatology criteria for the classification and reporting of osteoarthritis of the hip. , 1991, Arthritis and rheumatism.

[49]  R. Bombelli Osteoarthritis of the Hip , 1983, Springer Berlin Heidelberg.

[50]  A. Hofman,et al.  A Variant in MCF 2 L Is Associated with Osteoarthritis , 2022 .