A genome-wide association study in 19 633 Japanese subjects identified LHX3-QSOX2 and IGF1 as adult height loci.

Previous genome-wide association studies (GWASs) have identified several loci associated with human height; however, such evidence was mostly reported in Caucasian populations. Since the different distributions of height between populations suggest their different genetic backgrounds, analysis in different populations would be useful. Here, we present the results of a GWAS for adult height in 19 633 Japanese subjects. We found eight significantly associated loci that satisfied the genome-wide significance level (P < 5.0 x 10(-8)). Of these, the association to the LHX3-QSOX2 locus was entirely novel (rs12338076, P = 2.2 x 10(-8)). We also identified the association to the IGF1 locus (rs17032362, P = 8.1 x 10(-9)). Conditional association analysis in the IGF1 locus with rs17032362 suggested the existence of an additional independent association with height to this locus (rs1457595, P = 1.2 x 10(-5)). We observed large differences in the allele frequencies of rs17032362 and rs1457595 between Japanese (34 and 9%, respectively) and Caucasian (1.7 and 0%, respectively) populations, thereby suggesting weak statistical powers for the IGF1 locus in the previous Caucasian GWASs for height. We extensively compared our results with those of previous reports on the Caucasian and Korean populations. We were able to replicate all four loci previously reported in Koreans (EFEMP1, ZBTB38, HMGA1 and PLAG1, P < 5.0 x 10(-8)) and 15 loci identified in Caucasians (P < 0.001). The combination of the height-associated loci identified in our study and the previous GWASs demonstrated an effect size of 1.26 cm (95% confidence interval: 1.18-1.34) per 1.0 increase of the normalized Z score for height-increasing alleles, explaining 4.6% of the total variance of adult height.

[1]  L. Groop,et al.  Genetic variation in GPR133 is associated with height: genome wide association study in the self-contained population of Sorbs. , 2009, Human Molecular Genetics.

[2]  Yurii S. Aulchenko,et al.  A genome-wide association study of northwestern Europeans involves the C-type natriuretic peptide signaling pathway in the etiology of human height variation , 2009, Human molecular genetics.

[3]  Michael Boehnke,et al.  Quantifying and correcting for the winner's curse in genetic association studies , 2009, Genetic epidemiology.

[4]  Taesung Park,et al.  A large-scale genome-wide association study of Asian populations uncovers genetic factors influencing eight quantitative traits , 2009, Nature Genetics.

[5]  Inês Barroso,et al.  Meta-Analysis of Genome-Wide Scans for Human Adult Stature Identifies Novel Loci and Associations with Measures of Skeletal Frame Size , 2009, PLoS genetics.

[6]  A. Uitterlinden,et al.  The -G1245A IGF1 polymorphism is related with small head size and less brain sparing in small for gestational age born children. , 2009, European journal of endocrinology.

[7]  H. Jonsson,et al.  A novel mutation in the LIM homeobox 3 gene is responsible for combined pituitary hormone deficiency, hearing impairment, and vertebral malformations. , 2009, The Journal of clinical endocrinology and metabolism.

[8]  A. Hofman,et al.  Common variants in the JAZF1 gene associated with height identified by linkage and genome-wide association analysis. , 2009, Human molecular genetics.

[9]  Andrew D. Johnson,et al.  SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap , 2008, Bioinform..

[10]  T. Frayling,et al.  Reaching new heights: insights into the genetics of human stature. , 2008, Trends in genetics : TIG.

[11]  Yusuke Nakamura,et al.  Japanese population structure, based on SNP genotypes from 7003 individuals compared to other ethnic groups: effects on population-based association studies. , 2008, American journal of human genetics.

[12]  N. Yoshiike,et al.  Establishment of long-term monitoring system for blood chemistry data by the national health and nutrition survey in Japan. , 2008, Journal of atherosclerosis and thrombosis.

[13]  C. Gieger,et al.  Identification of ten loci associated with height highlights new biological pathways in human growth , 2008, Nature Genetics.

[14]  Bjarni V. Halldórsson,et al.  Many sequence variants affecting diversity of adult human height , 2008, Nature Genetics.

[15]  D. Lawlor,et al.  Common variants in the GDF5-UQCC region are associated with variation in human height , 2008, Nature Genetics.

[16]  D. Clemmons,et al.  Modifying IGF1 activity: an approach to treat endocrine disorders, atherosclerosis and cancer , 2007, Nature Reviews Drug Discovery.

[17]  Richa Saxena,et al.  A common variant of HMGA2 is associated with adult and childhood height in the general population , 2007, Nature Genetics.

[18]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[19]  J. Hirschhorn,et al.  Common genetic variation in eight genes of the GH/IGF1 axis does not contribute to adult height variation , 2007, Human Genetics.

[20]  S. Rhodes,et al.  Roles of the LHX3 and LHX4 LIM-homeodomain factors in pituitary development , 2007, Molecular and Cellular Endocrinology.

[21]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[22]  Yusuke Nakamura,et al.  [BioBank Japan project]. , 2005, Nihon rinsho. Japanese journal of clinical medicine.

[23]  G. Abecasis,et al.  A note on exact tests of Hardy-Weinberg equilibrium. , 2005, American journal of human genetics.

[24]  S. Gabriel,et al.  Assessing the impact of population stratification on genetic association studies , 2004, Nature Genetics.

[25]  Toshihiro Tanaka The International HapMap Project , 2003, Nature.

[26]  A. Hofman,et al.  A polymorphism in the IGF-I gene influences the age-related decline in circulating total IGF-I levels. , 2003, European journal of endocrinology.

[27]  S. Thompson,et al.  Quantifying heterogeneity in a meta‐analysis , 2002, Statistics in medicine.

[28]  K. Roeder,et al.  Genomic Control for Association Studies , 1999, Biometrics.

[29]  Kazutoshi Nakamura,et al.  RELIABILITY OF SELF-REPORTED BODY HEIGHT AND WEIGHT OF ADULT JAPANESE WOMEN , 1999, Journal of Biosocial Science.

[30]  K. Matsumoto Secular acceleration of growth in height in Japanese and its social background. , 1982, Annals of human biology.

[31]  S. Kemp Insulin-Like Growth Factor-I Deficiency in Children with Growth Hormone Insensitivity , 2012, BioDrugs.

[32]  B. Han,et al.  Identification of 15 loci influencing height in a Korean population , 2010, Journal of Human Genetics.

[33]  J M Tanner,et al.  Increase in length of leg relative to trunk in Japanese children and adults from 1957 to 1977: comparison with British and with Japanese Americans. , 1982, Annals of human biology.

[34]  R. Fisher XV.—The Correlation between Relatives on the Supposition of Mendelian Inheritance. , 1919, Transactions of the Royal Society of Edinburgh.

[35]  L. Penrose,et al.  THE CORRELATION BETWEEN RELATIVES ON THE SUPPOSITION OF MENDELIAN INHERITANCE , 2022 .

[36]  P. Munroe,et al.  Genome-wide association analysis identifies 20 loci that influence adult height , 2008, Nature Genetics.