Abstract
Kashin–Beck disease (KBD) is a chronic osteochondropathy. In this study, we conducted the first genome-wide copy number variation study (GCNVS) of KBD totally involving 2,743 Chinese Han adults. GCNVS was first performed using Affymetrix Human SNP6.0 Arrays. The identified copy number variations (CNVs) were then replicated in an independent Chinese Han sample containing 1,026 subjects. SNP genotyping, CNV identification and quality control were implemented by Birdsuite. STRUCTURE and EIGENSTRAT were applied for controlling potential population stratification in the GCNVS. Association analysis was conducted using PLINK. Microarray and qRT-PCR were also conducted to compare the expression levels of the genes overlapping with identified CNVs between KBD patients and healthy controls. GCNVS found that CNV452 (P value = 7.78 × 10−5) overlapping with ABI3BP gene was significantly associated with KBD. Replication association study observed that rs9850273 (P value = 0.008) and rs7613610 (P value = 0.021) in ABI3BP gene were significantly associated with KBD. Gene expression analysis also found that ABI3BP was up-regulated in KBD patients compared to healthy controls. Our results suggest that ABI3BP was a novel susceptibility gene for KBD.
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References
Carey G, Williamson J (1991) Linkage analysis of quantitative traits: increased power by using selected samples. Am J Hum Genet 49:786–796
Conrad DF, Hurles ME (2007) The population genetics of structural variation. Nat Genet 39:S30–S36
Downey CM, Horton CR, Carlson BA, Parsons TE, Hatfield DL, Hallgrimsson B, Jirik FR (2009) Osteo-chondroprogenitor-specific deletion of the selenocysteine tRNA gene, Trsp, leads to chondronecrosis and abnormal skeletal development: a putative model for Kashin–Beck disease. PLoS Genet 5:e1000616
Du XH, Dai XX, Xia Song R, Zou XZ, Yan Sun W, Mo XY, Lu Bai G, Xiong YM (2012) SNP and mRNA expression for glutathione peroxidase 4 in Kashin–Beck disease. Br J Nutr 107:164–169
Duan C, Guo X, Zhang XD, Yu HJ, Yan H, Gao Y, Ma WJ, Gao ZQ, Xu P, Lammi M (2010) Comparative analysis of gene expression profiles between primary knee osteoarthritis and an osteoarthritis endemic to Northwestern China, Kashin–Beck disease. Arthritis Rheum 62:771–780
Guo YF, Zhang LS, Liu YJ, Hu HG, Li J, Tian Q, Yu P, Zhang F, Yang TL, Guo Y, Peng XL, Dai M, Chen W, Deng HW (2013) Suggestion of GLYAT gene underlying variation of bone size and body lean mass as revealed by a bivariate genome-wide association study. Hum Genet 132:189–199
Hubisz MJ, Falush D, Stephens M, Pritchard JK (2009) Inferring weak population structure with the assistance of sample group information. Mol Ecol Resour 9:1322–1332
Jarick I, Vogel CI, Scherag S, Schafer H, Hebebrand J, Hinney A, Scherag A (2011) Novel common copy number variation for early onset extreme obesity on chromosome 11q11 identified by a genome-wide analysis. Hum Mol Genet 20:840–852
Korn JM, Kuruvilla FG, McCarroll SA, Wysoker A, Nemesh J, Cawley S, Hubbell E, Veitch J, Collins PJ, Darvishi K, Lee C, Nizzari MM, Gabriel SB, Purcell S, Daly MJ, Altshuler D (2008) Integrated genotype calling and association analysis of SNPs, common copy number polymorphisms and rare CNVs. Nat Genet 40:1253–1260
Lander ES, Botstein D (1989) Mapping Mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121:185–199
Li D, Lewinger JP, Gauderman WJ, Murcray CE, Conti D (2011) Using extreme phenotype sampling to identify the rare causal variants of quantitative traits in association studies. Genet Epidemiol 35:790–799
Lu AL, Guo X, Aisha MM, Shi XW, Zhang YZ, Zhang YY (2010) Kashin–Beck disease and Sayiwak disease in China: Prevalence and a comparison of the clinical manifestations, familial aggregation, and heritability. Bone 48:347–353
Matsuda S, Iriyama C, Yokozaki S, Ichigotani Y, Shirafuji N, Yamaki K, Hayakawa T, Hamaguchi M (2001) Cloning and sequencing of a novel human gene that encodes a putative target protein of Nesh-SH3. J Hum Genet 46:483–486
McCarroll SA, Kuruvilla FG, Korn JM, Cawley S, Nemesh J, Wysoker A, Shapero MH, de Bakker PI, Maller JB, Kirby A, Elliott AL, Parkin M, Hubbell E, Webster T, Mei R, Veitch J, Collins PJ, Handsaker R, Lincoln S, Nizzari M, Blume J, Jones KW, Rava R, Daly MJ, Gabriel SB, Altshuler D (2008) Integrated detection and population-genetic analysis of SNPs and copy number variation. Nat Genet 40:1166–1174
Moreno-Reyes R, Suetens C, Mathieu F, Begaux F, Zhu D, Rivera MT, Boelaert M, Neve J, Perlmutter N, Vanderpas J (1998) Kashin–Beck osteoarthropathy in rural Tibet in relation to selenium and iodine status. N Engl J Med 339:1112–1120
Price AL, Patterson NJ, Plenge RM, Weinblatt ME, Shadick NA, Reich D (2006) Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet 38:904–909
Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959
Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81:559–575
Risch N, Zhang H (1995) Extreme discordant sib pairs for mapping quantitative trait loci in humans. Science 268:1584–1589
Shi XW, Guo X, Lv AL, Kang L, Zhou YL, Zhang YZ, Wu XM, Bai YD (2010) Heritability estimates and linkage analysis of 23 short tandem repeat loci on chromosomes 2, 11, and 12 in an endemic osteochondropathy in China. Scand J Rheumatol 39:259–265
Shi Y, Lu F, Liu X, Wang Y, Huang L, Long W, Lv B, Zhang K, Ma S, Lin H, Cheng J, Zhou B, Hu M, Deng J, Zhu J, Hao P, Yang X, Zeng M, Wang X, Shen S, Yang Z (2011) Genetic variants in the HLA-DRB1 gene are associated with Kashin–Beck disease in the Tibetan population. Arthritis Rheum 63:3408–3416
Stergiakouli E, Hamshere M, Holmans P, Langley K, Zaharieva I, Hawi Z, Kent L, Gill M, Williams N, Owen MJ, O’Donovan M, Thapar A (2012) Investigating the contribution of common genetic variants to the risk and pathogenesis of ADHD. Am J Psychiatry 169:186–194
Stone R (2009) Diseases. A medical mystery in middle China. Science 324:1378–1381
Stranger BE, Forrest MS, Dunning M, Ingle CE, Beazley C, Thorne N, Redon R, Bird CP, de Grassi A, Lee C, Tyler-Smith C, Carter N, Scherer SW, Tavare S, Deloukas P, Hurles ME, Dermitzakis ET (2007) Relative impact of nucleotide and copy number variation on gene expression phenotypes. Science 315:848–853
Wang WZ, Guo X, Duan C, Ma WJ, Zhang YG, Xu P, Gao ZQ, Wang ZF, Yan H, Zhang YF, Yu YX, Chen JC, Lammi MJ (2009) Comparative analysis of gene expression profiles between the normal human cartilage and the one with endemic osteoarthritis. Osteoarthr Cartil 17:83–90
Xiong YM, Mo XY, Zou XZ, Song RX, Sun WY, Lu W, Chen Q, Yu YX, Zang WJ (2010) Association study between polymorphisms in selenoprotein genes and susceptibility to Kashin–Beck disease. Osteoarthr Cartil 18:817–824
Yan D, Kang P, Yang J, Shen B, Zhou Z, Duan L, Deng J, Huang H, Pei FX (2010) The effect of Kashin–Beck disease-affected feed and T-2 toxin on the bone development of Wistar rats. Int J Rheum Dis 13:266–272
Yang TL, Chen XD, Guo Y, Lei SF, Wang JT, Zhou Q, Pan F, Chen Y, Zhang ZX, Dong SS, Xu XH, Yan H, Liu X, Qiu C, Zhu XZ, Chen T, Li M, Zhang H, Zhang L, Drees BM, Hamilton JJ, Papasian CJ, Recker RR, Song XP, Cheng J, Deng HW (2008) Genome-wide copy-number-variation study identified a susceptibility gene, UGT2B17, for osteoporosis. Am J Hum Genet 83:663–674
Yang TL, Guo Y, Shen H, Li J, Glessner JT, Qiu C, Deng FY, Tian Q, Yu P, Liu YZ, Liu YJ, Hakonarson H, Grant SF, Deng HW (2013) Copy number variation on chromosome 10q26.3 for obesity identified by a genome-wide study. J Clin Endocrinol Metab 98:E191–E195
Zhao QM, Guo X, Lai JH, Tan WH, Wang WZ, Dang XQ (2012) Association of TNF-alpha and Fas gene promoter polymorphism with the risk of Kashin–Beck disease in Northwest Chinese population. Clin Rheumatol 31:1051–1057
Acknowledgments
The study was supported by National Natural Scientific Fund of China (81102086), Science and Technology Research and Development Program of Shaanxi Province (2013KJXX-51), Natural Science Basic Research Program of Shaanxi Province (2011JQ4013) and the Fundamental Research Funds for the Central Universities.
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Table S1. List of identified CNVs with association testing P value <0.05
Fig. S1. STRUCTURE triangle plot (K = 3) of population stratification analysis.
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Zhang, F., Guo, X., Zhang, Y. et al. Genome-wide copy number variation study and gene expression analysis identify ABI3BP as a susceptibility gene for Kashin–Beck disease. Hum Genet 133, 793–799 (2014). https://doi.org/10.1007/s00439-014-1418-4
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DOI: https://doi.org/10.1007/s00439-014-1418-4