Abstract
We performed a genome-wide association study of total hip replacements, based on variants identified through whole-genome sequencing, which included 4,657 Icelandic patients and 207,514 population controls. We discovered two rare signals that strongly associate with osteoarthritis total hip replacement: a missense variant, c.1141G>C (p.Asp369His), in the COMP gene (allelic frequency = 0.026%, P = 4.0 × 10−12, odds ratio (OR) = 16.7) and a frameshift mutation, rs532464664 (p.Val330Glyfs*106), in the CHADL gene that associates through a recessive mode of inheritance (homozygote frequency = 0.15%, P = 4.5 × 10−18, OR = 7.71). On average, c.1141G>C heterozygotes and individuals homozygous for rs532464664 had their hip replacement operation 13.5 years and 4.9 years earlier than others (P = 0.0020 and P = 0.0026), respectively. We show that the full-length CHADL transcript is expressed in cartilage. Furthermore, the premature stop codon introduced by the CHADL frameshift mutation results in nonsense-mediated decay of the mutant transcripts.
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Change history
17 April 2017
In the version of this article initially published online, the name of author Maryam S. Daneshpour was spelled incorrectly. The error has been corrected in the print, PDF and HTML versions of this article.
References
Loeser, R.F., Goldring, S.R., Scanzello, C.R. & Goldring, M.B. Osteoarthritis: a disease of the joint as an organ. Arthritis Rheum. 64, 1697–1707 (2012).
Miyamoto, Y. et al. A functional polymorphism in the 5′ UTR of GDF5 is associated with susceptibility to osteoarthritis. Nat. Genet. 39, 529–533 (2007).
Day-Williams, A.G. et al. A variant in MCF2L is associated with osteoarthritis. Am. J. Hum. Genet. 89, 446–450 (2011).
arcOGEN Consortium. Identification of new susceptibility loci for osteoarthritis (arcOGEN): a genome-wide association study. Lancet 380, 815–823 (2012).
Evangelou, E. et al. A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip. Ann. Rheum. Dis. 73, 2130–2136 (2014).
Evangelou, E. et al. The DOT1L rs12982744 polymorphism is associated with osteoarthritis of the hip with genome-wide statistical significance in males. Ann. Rheum. Dis. 72, 1264–1265 (2013).
Panoutsopoulou, K. & Zeggini, E. Advances in osteoarthritis genetics. J. Med. Genet. 50, 715–724 (2013).
Sveinbjornsson, G. et al. Weighting sequence variants based on their annotation increases power of whole-genome association studies. Nat. Genet. 48, 314–317 (2016).
Acharya, C. et al. Cartilage oligomeric matrix protein and its binding partners in the cartilage extracellular matrix: interaction, regulation and role in chondrogenesis. Matrix Biol. 37, 102–111 (2014).
Saberi Hosnijeh, F., Runhaar, J., van Meurs, J.B.J. & Bierma-Zeinstra, S.M. Biomarkers for osteoarthritis: can they be used for risk assessment? A systematic review. Maturitas 82, 36–49 (2015).
Briggs, M.D., Brock, J., Ramsden, S.C. & Bell, P.A. Genotype to phenotype correlations in cartilage oligomeric matrix protein associated chondrodysplasias. Eur. J. Hum. Genet. 22, 1278–1282 (2014).
Anthony, S., Munk, R., Skakun, W. & Masini, M. Multiple epiphyseal dysplasia. J. Am. Acad. Orthop. Surg. 23, 164–172 (2015).
Ingvarsson, T. et al. A large Icelandic family with early osteoarthritis of the hip associated with a susceptibility locus on chromosome 16p. Arthritis Rheum. 44, 2548–2555 (2001).
Lek, M. et al. Analysis of protein-coding genetic variation in 60,706 humans. Nature 536, 285–291 (2016).
Tillgren, V., Ho, J.C.S., Önnerfjord, P. & Kalamajski, S. The novel small leucine-rich protein chondroadherin-like (CHADL) is expressed in cartilage and modulates chondrocyte differentiation. J. Biol. Chem. 290, 918–925 (2015).
Balasubramanian, S. et al. Gene inactivation and its implications for annotation in the era of personal genomics. Genes Dev. 25, 1–10 (2011).
Nickless, A. et al. Intracellular calcium regulates nonsense-mediated mRNA decay. Nat. Med. 20, 961–966 (2014).
Pereverzev, A.P. et al. Method for quantitative analysis of nonsense-mediated mRNA decay at the single cell level. Sci. Rep. 5, 7729 (2015).
Ingvarsson, T., Hagglund, G., Jonsson, H. & Lohmander, L.S. Incidence of total hip replacement for primary osteoarthrosis in Iceland 1982–1996. Acta Orthop. 70, 229–233 (1999).
Franklin, J., Ingvarsson, T., Englund, M. & Lohmander, S. Association between occupation and knee and hip replacement due to osteoarthritis: a case–control study. Arth. Res. Ther. 12, R102 (2010).
Styrkarsdottir, U. et al. Severe osteoarthritis of the hand associates with common variants within the ALDH1A2 gene and with rare variants at 1p31. Nat. Genet. 46, 498–502 (2014).
Bagger, Y.Z. et al. Links between cardiovascular disease and osteoporosis in postmenopausal women: serum lipids or atherosclerosis per se? Osteoporos. Int. 18, 505–512 (2007).
Steinberg, S. et al. Loss-of-function variants in ABCA7 confer risk of Alzheimer's disease. Nat. Genet. 47, 445–447 (2015).
Wetzels, J.F.M., Kiemeney, L.A.L.M., Swinkels, D.W., Willems, H.L. & Heijer, M.d. Age- and gender-specific reference values of estimated GFR in Caucasians: The Nijmegen Biomedical Study. Kidney Int. 72, 632–637 (2007).
Helgadottir, A. et al. The gene encoding 5-lipoxygenase activating protein confers risk of myocardial infarction and stroke. Nat. Genet. 36, 233–239 (2004).
Rafnar, T. et al. Sequence variants at the TERT–CLPTM1L locus associate with many cancer types. Nat. Genet. 41, 221–227 (2009).
Welt, C.K. et al. Defining constant versus variable phenotypic features of women with polycystic ovary syndrome using different ethnic groups and populations. J. Clin. Endocrinol. Metab. 91, 4361–4368 (2006).
Daneshpour, M.S. et al. Rationale and design of a genetic study on cardiometabolic risk factors: protocol for the Tehran Cardiometabolic Genetic Study (TCGS). JMIR Res. Protoc. 6, e28 (2017).
Tang, N.L.S. et al. Sex-specific effect of Pirin gene on bone mineral density in a cohort of 4000 Chinese. Bone 46, 543–550 (2010).
Kim, G.S. et al. Association of the OSCAR promoter polymorphism with BMD in postmenopausal women. J. Bone Miner. Res. 20, 1342–1348 (2005).
Gudbjartsson, D.F. et al. Large-scale whole-genome sequencing of the Icelandic population. Nat. Genet. 47, 435–444 (2015).
McKenna, A. et al. The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res. 20, 1297–1303 (2010).
Kong, A. et al. Detection of sharing by descent, long-range phasing and haplotype imputation. Nat. Genet. 40, 1068–1075 (2008).
Kong, A. et al. Parental origin of sequence variants associated with complex diseases. Nature 462, 868–874 (2009).
Devlin, B. & Roeder, K. Genomic control for association studies. Biometrics 55, 997–1004 (1999).
Holm, S. A simple sequentially rejective multiple test procedure. Scand. J. Stat. 6, 65–70 (1979).
Kutyavin, I.V. et al. A novel endonuclease IV post-PCR genotyping system. Nucleic Acids Res. 34, e128 (2006).
Anders, S., Pyl, P.T. & Huber, W. HTSeq—a Python framework to work with high-throughput sequencing data. Bioinformatics 31, 166–169 (2015).
Robinson, M.D. & Oshlack, A. A scaling normalization method for differential expression analysis of RNA–seq data. Genome Biol. 11, R25 (2010).
Johnson, K., Reynard, L.N. & Loughlin, J. Functional characterisation of the osteoarthritis susceptibility locus at chromosome 6q14.1 marked by the polymorphism rs9350591. BMC Med. Genet. 16, 81 (2015).
Xu, Y. et al. Identification of the pathogenic pathways in osteoarthritic hip cartilage: commonality and discord between hip and knee OA. Osteoarthritis Cartilage 20, 1029–1038 (2012).
Acknowledgements
We thank all the study subjects for their valuable participation, the staff from all studies and the participating physicians. Full acknowledgments are given in the Supplementary Note.
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U.S., H.H., U.T., P.S., J.L. and K.S. designed the study and interpreted the results. T.I., H.J. and U.S. managed the phenotype data, recruitment and coordination of Icelandic subjects. O.A.A., I.S.A., A.B., T.F., G. Selbæk, H.S., C.C., L.S.L., I.J., N.J.S., P.S.B., A. Helgadottir, U.T., J.L., the arcOGEN consortium, L.A.K., J.I.M., T.R., C.W., F.H., F.A., M.S.D., N.L.S.T., J.M.K. and U.S. performed subject ascertainment, recruitment, management and coordination of samples from non-Icelandic populations. T.I. analyzed hip radiographs. H.S.J. and O.M. performed the genotyping. A.S., A.J., A.B.A., L.N.R., A.V., J.L., G.H.H. and H.H. carried out the expression experiments and analyzed the results. G.L.N. and A.B.A. designed and performed the NMD experiments. G.M., O.M., A.O., G. Sveinbjornsson, F.Z., G. Sulem, A. Helgason, A.K., D.G. and P.S. performed the bioinformatics analysis, whole-genome sequencing, genealogy, imputation and association analysis in the Icelandic data set. All authors contributed to the final version of the manuscript.
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U.S., H.H., A.S., G.L.N., A.B.A., G.H.H., A.J., A.M., A.O., G. Sveinbjornsson, F.Z., G. Sulem, A. Helgadottir, H.S.J., A. Helgason, H.S., S.G., T.R., O.M., G.M., A.K., I.J., D.G., P.S., U.T. and K.S. are employed by deCODE Genetics/Amgen, Inc.
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Styrkarsdottir, U., Helgason, H., Sigurdsson, A. et al. Whole-genome sequencing identifies rare genotypes in COMP and CHADL associated with high risk of hip osteoarthritis. Nat Genet 49, 801–805 (2017). https://doi.org/10.1038/ng.3816
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DOI: https://doi.org/10.1038/ng.3816
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