Literature DB >> 19127410

Application of genome-wide SNP data for uncovering pairwise relationships and quantitative trait loci.

P C Sham1, S S Cherny, S Purcell.   

Abstract

The genetic analysis of quantitative traits in humans is changing as a result of the availability of whole-genome SNP data. Heritability analysis can make use of actual genetic sharing between pairs of individuals estimated from the genotype data, rather than the expected genetic sharing implied by their family relationship. This could provide more accurate heritability estimates and help to overcome the equal environment assumption. Quantitative trait locus (QTL) linkage mapping can make use of local genetic sharing inferred from very dense local genotype data from pedigree members or individuals not previously known to be related. This approach may be particularly suited for detecting loci that contain rare variants with major effect on the phenotype. Finally, whole-genome SNP data can be used to measure the genetic similarity between individuals to provide matched sets for association studies, in order to avoid spurious association from population stratification.

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Year:  2009        PMID: 19127410     DOI: 10.1007/s10709-008-9349-4

Source DB:  PubMed          Journal:  Genetica        ISSN: 0016-6707            Impact factor:   1.082


  18 in total

1.  A general test of association for quantitative traits in nuclear families.

Authors:  G R Abecasis; L R Cardon; W O Cookson
Journal:  Am J Hum Genet       Date:  2000-01       Impact factor: 11.025

2.  Merlin--rapid analysis of dense genetic maps using sparse gene flow trees.

Authors:  Gonçalo R Abecasis; Stacey S Cherny; William O Cookson; Lon R Cardon
Journal:  Nat Genet       Date:  2001-12-03       Impact factor: 38.330

3.  The structure of haplotype blocks in the human genome.

Authors:  Stacey B Gabriel; Stephen F Schaffner; Huy Nguyen; Jamie M Moore; Jessica Roy; Brendan Blumenstiel; John Higgins; Matthew DeFelice; Amy Lochner; Maura Faggart; Shau Neen Liu-Cordero; Charles Rotimi; Adebowale Adeyemo; Richard Cooper; Ryk Ward; Eric S Lander; Mark J Daly; David Altshuler
Journal:  Science       Date:  2002-05-23       Impact factor: 47.728

4.  Selecting a maximally informative set of single-nucleotide polymorphisms for association analyses using linkage disequilibrium.

Authors:  Christopher S Carlson; Michael A Eberle; Mark J Rieder; Qian Yi; Leonid Kruglyak; Deborah A Nickerson
Journal:  Am J Hum Genet       Date:  2003-12-15       Impact factor: 11.025

5.  A haplotype map of the human genome.

Authors: 
Journal:  Nature       Date:  2005-10-27       Impact factor: 49.962

6.  Combining functional and linkage disequilibrium information in the selection of tag SNPs.

Authors:  P C Sham; S I Ao; J S H Kwan; P Kao; F Cheung; P Y Fong; M K Ng
Journal:  Bioinformatics       Date:  2006-10-23       Impact factor: 6.937

7.  The family based association test method: strategies for studying general genotype--phenotype associations.

Authors:  S Horvath; X Xu; N M Laird
Journal:  Eur J Hum Genet       Date:  2001-04       Impact factor: 4.246

8.  Robust variance-components approach for assessing genetic linkage in pedigrees.

Authors:  C I Amos
Journal:  Am J Hum Genet       Date:  1994-03       Impact factor: 11.025

9.  A second generation human haplotype map of over 3.1 million SNPs.

Authors:  Kelly A Frazer; Dennis G Ballinger; David R Cox; David A Hinds; Laura L Stuve; Richard A Gibbs; John W Belmont; Andrew Boudreau; Paul Hardenbol; Suzanne M Leal; Shiran Pasternak; David A Wheeler; Thomas D Willis; Fuli Yu; Huanming Yang; Changqing Zeng; Yang Gao; Haoran Hu; Weitao Hu; Chaohua Li; Wei Lin; Siqi Liu; Hao Pan; Xiaoli Tang; Jian Wang; Wei Wang; Jun Yu; Bo Zhang; Qingrun Zhang; Hongbin Zhao; Hui Zhao; Jun Zhou; Stacey B Gabriel; Rachel Barry; Brendan Blumenstiel; Amy Camargo; Matthew Defelice; Maura Faggart; Mary Goyette; Supriya Gupta; Jamie Moore; Huy Nguyen; Robert C Onofrio; Melissa Parkin; Jessica Roy; Erich Stahl; Ellen Winchester; Liuda Ziaugra; David Altshuler; Yan Shen; Zhijian Yao; Wei Huang; Xun Chu; Yungang He; Li Jin; Yangfan Liu; Yayun Shen; Weiwei Sun; Haifeng Wang; Yi Wang; Ying Wang; Xiaoyan Xiong; Liang Xu; Mary M Y Waye; Stephen K W Tsui; Hong Xue; J Tze-Fei Wong; Luana M Galver; Jian-Bing Fan; Kevin Gunderson; Sarah S Murray; Arnold R Oliphant; Mark S Chee; Alexandre Montpetit; Fanny Chagnon; Vincent Ferretti; Martin Leboeuf; Jean-François Olivier; Michael S Phillips; Stéphanie Roumy; Clémentine Sallée; Andrei Verner; Thomas J Hudson; Pui-Yan Kwok; Dongmei Cai; Daniel C Koboldt; Raymond D Miller; Ludmila Pawlikowska; Patricia Taillon-Miller; Ming Xiao; Lap-Chee Tsui; William Mak; You Qiang Song; Paul K H Tam; Yusuke Nakamura; Takahisa Kawaguchi; Takuya Kitamoto; Takashi Morizono; Atsushi Nagashima; Yozo Ohnishi; Akihiro Sekine; Toshihiro Tanaka; Tatsuhiko Tsunoda; Panos Deloukas; Christine P Bird; Marcos Delgado; Emmanouil T Dermitzakis; Rhian Gwilliam; Sarah Hunt; Jonathan Morrison; Don Powell; Barbara E Stranger; Pamela Whittaker; David R Bentley; Mark J Daly; Paul I W de Bakker; Jeff Barrett; Yves R Chretien; Julian Maller; Steve McCarroll; Nick Patterson; Itsik Pe'er; Alkes Price; Shaun Purcell; Daniel J Richter; Pardis Sabeti; Richa Saxena; Stephen F Schaffner; Pak C Sham; Patrick Varilly; David Altshuler; Lincoln D Stein; Lalitha Krishnan; Albert Vernon Smith; Marcela K Tello-Ruiz; Gudmundur A Thorisson; Aravinda Chakravarti; Peter E Chen; David J Cutler; Carl S Kashuk; Shin Lin; Gonçalo R Abecasis; Weihua Guan; Yun Li; Heather M Munro; Zhaohui Steve Qin; Daryl J Thomas; Gilean McVean; Adam Auton; Leonardo Bottolo; Niall Cardin; Susana Eyheramendy; Colin Freeman; Jonathan Marchini; Simon Myers; Chris Spencer; Matthew Stephens; Peter Donnelly; Lon R Cardon; Geraldine Clarke; David M Evans; Andrew P Morris; Bruce S Weir; Tatsuhiko Tsunoda; James C Mullikin; Stephen T Sherry; Michael Feolo; Andrew Skol; Houcan Zhang; Changqing Zeng; Hui Zhao; Ichiro Matsuda; Yoshimitsu Fukushima; Darryl R Macer; Eiko Suda; Charles N Rotimi; Clement A Adebamowo; Ike Ajayi; Toyin Aniagwu; Patricia A Marshall; Chibuzor Nkwodimmah; Charmaine D M Royal; Mark F Leppert; Missy Dixon; Andy Peiffer; Renzong Qiu; Alastair Kent; Kazuto Kato; Norio Niikawa; Isaac F Adewole; Bartha M Knoppers; Morris W Foster; Ellen Wright Clayton; Jessica Watkin; Richard A Gibbs; John W Belmont; Donna Muzny; Lynne Nazareth; Erica Sodergren; George M Weinstock; David A Wheeler; Imtaz Yakub; Stacey B Gabriel; Robert C Onofrio; Daniel J Richter; Liuda Ziaugra; Bruce W Birren; Mark J Daly; David Altshuler; Richard K Wilson; Lucinda L Fulton; Jane Rogers; John Burton; Nigel P Carter; Christopher M Clee; Mark Griffiths; Matthew C Jones; Kirsten McLay; Robert W Plumb; Mark T Ross; Sarah K Sims; David L Willey; Zhu Chen; Hua Han; Le Kang; Martin Godbout; John C Wallenburg; Paul L'Archevêque; Guy Bellemare; Koji Saeki; Hongguang Wang; Daochang An; Hongbo Fu; Qing Li; Zhen Wang; Renwu Wang; Arthur L Holden; Lisa D Brooks; Jean E McEwen; Mark S Guyer; Vivian Ota Wang; Jane L Peterson; Michael Shi; Jack Spiegel; Lawrence M Sung; Lynn F Zacharia; Francis S Collins; Karen Kennedy; Ruth Jamieson; John Stewart
Journal:  Nature       Date:  2007-10-18       Impact factor: 49.962

10.  Assumption-free estimation of heritability from genome-wide identity-by-descent sharing between full siblings.

Authors:  Peter M Visscher; Sarah E Medland; Manuel A R Ferreira; Katherine I Morley; Gu Zhu; Belinda K Cornes; Grant W Montgomery; Nicholas G Martin
Journal:  PLoS Genet       Date:  2006-03-24       Impact factor: 5.917

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  10 in total

Review 1.  Genomics and the future of conservation genetics.

Authors:  Fred W Allendorf; Paul A Hohenlohe; Gordon Luikart
Journal:  Nat Rev Genet       Date:  2010-10       Impact factor: 53.242

2.  Improving the accuracy and efficiency of partitioning heritability into the contributions of genomic regions.

Authors:  Emrah Kostem; Eleazar Eskin
Journal:  Am J Hum Genet       Date:  2013-04-04       Impact factor: 11.025

3.  Genetic diversity of the sulfotransferase-like gene and one nonsynonymous SNP associated with growth traits of clam, Meretrix meretrix.

Authors:  Chao Wang; Yanan You; Hongxia Wang; Baozhong Liu
Journal:  Mol Biol Rep       Date:  2011-05-20       Impact factor: 2.316

4.  Inference of relationships in population data using identity-by-descent and identity-by-state.

Authors:  Eric L Stevens; Greg Heckenberg; Elisha D O Roberson; Joseph D Baugher; Thomas J Downey; Jonathan Pevsner
Journal:  PLoS Genet       Date:  2011-09-22       Impact factor: 5.917

5.  Homozygosity mapping on a single patient: identification of homozygous regions of recent common ancestry by using population data.

Authors:  Lu Zhang; Wanling Yang; Dingge Ying; Stacey S Cherny; Friedhelm Hildebrandt; Pak Chung Sham; Yu Lung Lau
Journal:  Hum Mutat       Date:  2011-03       Impact factor: 4.878

6.  Identity-by-descent mapping for diastolic blood pressure in unrelated Mexican Americans.

Authors:  Xiao-Qing Liu; Jillian Fazio; Pingzhao Hu; Andrew D Paterson
Journal:  BMC Proc       Date:  2016-10-18

Review 7.  Assessing the Heritability of Complex Traits in Humans: Methodological Challenges and Opportunities.

Authors:  Alexandra J Mayhew; David Meyre
Journal:  Curr Genomics       Date:  2017-08       Impact factor: 2.236

Review 8.  Statistical methods for SNP heritability estimation and partition: A review.

Authors:  Huanhuan Zhu; Xiang Zhou
Journal:  Comput Struct Biotechnol J       Date:  2020-06-18       Impact factor: 7.271

9.  SNPranker 2.0: a gene-centric data mining tool for diseases associated SNP prioritization in GWAS.

Authors:  Ivan Merelli; Andrea Calabria; Paolo Cozzi; Federica Viti; Ettore Mosca; Luciano Milanesi
Journal:  BMC Bioinformatics       Date:  2013-01-14       Impact factor: 3.169

10.  Alternative parameterizations of relatedness in whole genome association analysis of pre-weaning traits of Nelore-Angus calves.

Authors:  David G Riley; Clare A Gill; Andy D Herring; Penny K Riggs; Jason E Sawyer; James O Sanders
Journal:  Genet Mol Biol       Date:  2014-09       Impact factor: 1.771

  10 in total

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