Home LiteratureArticle Details
PMID: 21678065 Published · ppublish English Journal Article Research Support, N.I.H., Intramural Review

Current status of genome-wide association studies in cancer.

Human genetics ·Vol. 130 ·No. 1 ·2011-07-00 ·Pages 59-78

Chung CC, Chanock SJ

Abstract

Genome-wide association studies in cancer have already identified over 150 regions associated with two dozen specific cancers. Already, a handful of multi-cancer susceptibility regions have been uncovered, providing new insights into perhaps common mechanisms of carcinogenesis. For each new susceptibility allele, investigators now face the arduous task of interrogating each region beginning with fine mapping prior to pursuing the biological basis for the direct association of one or more variants. It appears that there may be a significant number of common alleles that contribute to the heritability of a specific cancer. Since each region confers a small contribution to the risk for cancer, it is daunting to consider any single nucleotide polymorphism (SNP) as a clinical test. Since the complex genomic architecture of each cancer differs, additional genotyping and sequence analysis will be required to comprehensively catalog susceptibility alleles followed by the formidable task of understanding the interactions between genetic regions as well as the environment. It will be critical to assess the applicability of genetic tests in specific clinical settings, such as when to perform screening tests with calculable risks (e.g., biopsies or chemoprevention), before incorporating SNPs into clinical practice. To advance the current genomic observations to the clinical venue, new studies will need to be designed to validate the utility of known genetic variants in assessing risk for cancer as well as its outcomes.

MeSH Terms
Genetic Markers Genetic Predisposition to Disease Genome-Wide Association Study Humans Neoplasms/genetics
Chemicals
Genetic Markers
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Chung Charles C
Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892-4608, USA.
Chanock Stephen J
References (164)
164 references, click to expand
  1. Germ line p53 mutations in a familial syndrome of breast cancer, sarcomas, and other neoplasms.
    Science. 1990 Nov 30;250(4985):1233-8 PMID: 1978757
  2. Germline genomic variants associated with childhood acute lymphoblastic leukemia.
    Nat Genet. 2009 Sep;41(9):1001-5 PMID: 19684603
  3. Estimation of effect size distribution from genome-wide association studies and implications for future discoveries.
    Nat Genet. 2010 Jul;42(7):570-5 PMID: 20562874
  4. ABO blood group and the risk of pancreatic cancer.
    J Natl Cancer Inst. 2009 Mar 18;101(6):424-31 PMID: 19276450
  5. Estimating missing heritability for disease from genome-wide association studies.
    Am J Hum Genet. 2011 Mar 11;88(3):294-305 PMID: 21376301
  6. A systematic approach to understand the functional consequences of non-protein coding risk regions.
    Cell Cycle. 2010 Jan 15;9(2):256-9 PMID: 20023379
  7. Integrated detection and population-genetic analysis of SNPs and copy number variation.
    Nat Genet. 2008 Oct;40(10):1166-74 PMID: 18776908
  8. Systematic variation in gene expression patterns in human cancer cell lines.
    Nat Genet. 2000 Mar;24(3):227-35 PMID: 10700174
  9. Assessment of copy number variation using the Illumina Infinium 1M SNP-array: a comparison of methodological approaches in the Spanish Bladder Cancer/EPICURO study.
    Hum Mutat. 2011 Feb;32(2):240-8 PMID: 21089066
  10. Genome-wide association scan identifies a colorectal cancer susceptibility locus on chromosome 8q24.
    Nat Genet. 2007 Aug;39(8):989-94 PMID: 17618283
  11. Multiple loci on 8q24 associated with prostate cancer susceptibility.
    Nat Genet. 2009 Oct;41(10):1058-60 PMID: 19767752
  12. Complement factor H polymorphism in age-related macular degeneration.
    Science. 2005 Apr 15;308(5720):385-9 PMID: 15761122
  13. A susceptibility locus for lung cancer maps to nicotinic acetylcholine receptor subunit genes on 15q25.
    Nature. 2008 Apr 3;452(7187):633-7 PMID: 18385738
  14. A genome-wide association study identifies an association of a common variant in TERT with susceptibility to idiopathic pulmonary fibrosis.
    J Med Genet. 2008 Oct;45(10):654-6 PMID: 18835860
  15. GSTM1 null and NAT2 slow acetylation genotypes, smoking intensity and bladder cancer risk: results from the New England bladder cancer study and NAT2 meta-analysis.
    Carcinogenesis. 2011 Feb;32(2):182-9 PMID: 21037224
  16. Telomerase expression in B-cell chronic lymphocytic leukemia predicts survival and delineates subgroups of patients with the same igVH mutation status and different outcome.
    Leukemia. 2007 May;21(5):965-72 PMID: 17344921
  17. A genome-wide association study of lung cancer identifies a region of chromosome 5p15 associated with risk for adenocarcinoma.
    Am J Hum Genet. 2009 Nov;85(5):679-91 PMID: 19836008
  18. Multiple regions within 8q24 independently affect risk for prostate cancer.
    Nat Genet. 2007 May;39(5):638-44 PMID: 17401364
  19. Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering.
    Am J Hum Genet. 2007 Nov;81(5):1084-97 PMID: 17924348
  20. Genome-wide association study of follicular lymphoma identifies a risk locus at 6p21.32.
    Nat Genet. 2010 Aug;42(8):661-4 PMID: 20639881
  21. Two newly identified genetic determinants of pigmentation in Europeans.
    Nat Genet. 2008 Jul;40(7):835-7 PMID: 18488028
  22. A map of human genome variation from population-scale sequencing.
    Nature. 2010 Oct 28;467(7319):1061-73 PMID: 20981092
  23. Beyond odds ratios--communicating disease risk based on genetic profiles.
    Nat Rev Genet. 2009 Apr;10(4):264-9 PMID: 19238176
  24. Adjusting for covariates in logistic regression models.
    Genet Epidemiol. 2010 Nov;34(7):769-71; author reply 772 PMID: 20878718
  25. Replication of lung cancer susceptibility loci at chromosomes 15q25, 5p15, and 6p21: a pooled analysis from the International Lung Cancer Consortium.
    J Natl Cancer Inst. 2010 Jul 7;102(13):959-71 PMID: 20548021
  26. Established prostate cancer susceptibility variants are not associated with disease outcome.
    Cancer Epidemiol Biomarkers Prev. 2009 May;18(5):1659-62 PMID: 19423541
  27. Evidence for two independent prostate cancer risk-associated loci in the HNF1B gene at 17q12.
    Nat Genet. 2008 Oct;40(10):1153-5 PMID: 18758462
  28. A rare variant in MYH6 is associated with high risk of sick sinus syndrome.
    Nat Genet. 2011 Mar 06;43(4):316-20 PMID: 21378987
  29. Synthetic associations created by rare variants do not explain most GWAS results.
    PLoS Biol. 2011 Jan 18;9(1):e1000579 PMID: 21267061
  30. Identification of a novel prostate cancer susceptibility variant in the KLK3 gene transcript.
    Hum Genet. 2011 Jun;129(6):687-94 PMID: 21465221
  31. A genome-wide association scan of tag SNPs identifies a susceptibility variant for colorectal cancer at 8q24.21.
    Nat Genet. 2007 Aug;39(8):984-8 PMID: 17618284
  32. A comprehensive resequence analysis of the KLK15-KLK3-KLK2 locus on chromosome 19q13.33.
    Hum Genet. 2010 Jan;127(1):91-9 PMID: 19823874
  33. A multi-stage genome-wide association study of bladder cancer identifies multiple susceptibility loci.
    Nat Genet. 2010 Nov;42(11):978-84 PMID: 20972438
  34. Admixture mapping comes of age.
    Annu Rev Genomics Hum Genet. 2010;11:65-89 PMID: 20594047
  35. Genome-wide association study of prostate cancer in men of African ancestry identifies a susceptibility locus at 17q21.
    Nat Genet. 2011 Jun;43(6):570-3 PMID: 21602798
  36. Chromosome 6p22 locus associated with clinically aggressive neuroblastoma.
    N Engl J Med. 2008 Jun 12;358(24):2585-93 PMID: 18463370
  37. Searching for genetic determinants in the new millennium.
    Nature. 2000 Jun 15;405(6788):847-56 PMID: 10866211
  38. Overview of model-free methods for linkage analysis.
    Adv Genet. 2001;42:135-50 PMID: 11037319
  39. Genome-wide association study identifies a second prostate cancer susceptibility variant at 8q24.
    Nat Genet. 2007 May;39(5):631-7 PMID: 17401366
  40. Integrating common and rare genetic variation in diverse human populations.
    Nature. 2010 Sep 2;467(7311):52-8 PMID: 20811451
  41. Genome-wide association study identifies five susceptibility loci for glioma.
    Nat Genet. 2009 Aug;41(8):899-904 PMID: 19578367
  42. Performance of common genetic variants in breast-cancer risk models.
    N Engl J Med. 2010 Mar 18;362(11):986-93 PMID: 20237344
  43. Multiple loci identified in a genome-wide association study of prostate cancer.
    Nat Genet. 2008 Mar;40(3):310-5 PMID: 18264096
  44. Two genome-wide association studies of aggressive prostate cancer implicate putative prostate tumor suppressor gene DAB2IP.
    J Natl Cancer Inst. 2007 Dec 19;99(24):1836-44 PMID: 18073375
  45. Copy number variation at 1q21.1 associated with neuroblastoma.
    Nature. 2009 Jun 18;459(7249):987-91 PMID: 19536264
  46. A genome-wide association study identifies pancreatic cancer susceptibility loci on chromosomes 13q22.1, 1q32.1 and 5p15.33.
    Nat Genet. 2010 Mar;42(3):224-8 PMID: 20101243
  47. Genome-wide association studies in cancer--current and future directions.
    Carcinogenesis. 2010 Jan;31(1):111-20 PMID: 19906782
  48. Evaluating coverage of genome-wide association studies.
    Nat Genet. 2006 Jun;38(6):659-62 PMID: 16715099
  49. The 8q24 cancer risk variant rs6983267 shows long-range interaction with MYC in colorectal cancer.
    Nat Genet. 2009 Aug;41(8):882-4 PMID: 19561607
  50. Value of adding single-nucleotide polymorphism genotypes to a breast cancer risk model.
    J Natl Cancer Inst. 2009 Jul 1;101(13):959-63 PMID: 19535781
  51. Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.
    Proc Natl Acad Sci U S A. 2009 Jun 9;106(23):9362-7 PMID: 19474294
  52. MYEOV: a candidate gene for DNA amplification events occurring centromeric to CCND1 in breast cancer.
    Int J Cancer. 2002 Dec 20;102(6):608-14 PMID: 12448002
  53. Cumulative association of five genetic variants with prostate cancer.
    N Engl J Med. 2008 Feb 28;358(9):910-9 PMID: 18199855
  54. Genome-wide association studies in common cancers--what have we learnt?
    Curr Opin Genet Dev. 2010 Jun;20(3):201-9 PMID: 20418093
  55. Variants near DMRT1, TERT and ATF7IP are associated with testicular germ cell cancer.
    Nat Genet. 2010 Jul;42(7):604-7 PMID: 20543847
  56. SNPs in cancer research and treatment.
    Br J Cancer. 2004 Feb 23;90(4):747-51 PMID: 14970847
  57. Molecular portraits of human breast tumours.
    Nature. 2000 Aug 17;406(6797):747-52 PMID: 10963602
  58. GWAS identifies a common breast cancer risk allele among BRCA1 carriers.
    Nat Genet. 2010 Oct;42(10):819-20 PMID: 20877320
  59. Fine mapping and functional analysis of a common variant in MSMB on chromosome 10q11.2 associated with prostate cancer susceptibility.
    Proc Natl Acad Sci U S A. 2009 May 12;106(19):7933-8 PMID: 19383797
  60. Environmental and heritable factors in the causation of cancer--analyses of cohorts of twins from Sweden, Denmark, and Finland.
    N Engl J Med. 2000 Jul 13;343(2):78-85 PMID: 10891514
  61. Ancestry and pharmacogenomics of relapse in acute lymphoblastic leukemia.
    Nat Genet. 2011 Mar;43(3):237-41 PMID: 21297632
  62. Heterogeneity of breast cancer associations with five susceptibility loci by clinical and pathological characteristics.
    PLoS Genet. 2008 Apr 25;4(4):e1000054 PMID: 18437204
  63. Lung cancer susceptibility locus at 5p15.33.
    Nat Genet. 2008 Dec;40(12):1404-6 PMID: 18978790
  64. Genome-wide association study identifies variants in the ABO locus associated with susceptibility to pancreatic cancer.
    Nat Genet. 2009 Sep;41(9):986-90 PMID: 19648918
  65. Familial aggregation of common sequence variants on 15q24-25.1 in lung cancer.
    J Natl Cancer Inst. 2008 Sep 17;100(18):1326-30 PMID: 18780872
  66. Variation in KLK genes, prostate-specific antigen and risk of prostate cancer.
    Nat Genet. 2008 Sep;40(9):1032-4; author reply 1035-6 PMID: 19165914
  67. A flexible and accurate genotype imputation method for the next generation of genome-wide association studies.
    PLoS Genet. 2009 Jun;5(6):e1000529 PMID: 19543373
  68. A haplotype map of the human genome.
    Nature. 2005 Oct 27;437(7063):1299-320 PMID: 16255080
  69. MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes.
    Genet Epidemiol. 2010 Dec;34(8):816-34 PMID: 21058334
  70. Adult-onset pulmonary fibrosis caused by mutations in telomerase.
    Proc Natl Acad Sci U S A. 2007 May 1;104(18):7552-7 PMID: 17460043
  71. Genome-wide association study of prostate cancer identifies a second risk locus at 8q24.
    Nat Genet. 2007 May;39(5):645-9 PMID: 17401363
  72. Common and rare variants in multifactorial susceptibility to common diseases.
    Nat Genet. 2008 Jun;40(6):695-701 PMID: 18509313
  73. Joint analysis is more efficient than replication-based analysis for two-stage genome-wide association studies.
    Nat Genet. 2006 Feb;38(2):209-13 PMID: 16415888
  74. Variations in chromosomes 9 and 6p21.3 with risk of non-Hodgkin lymphoma.
    Cancer Epidemiol Biomarkers Prev. 2011 Jan;20(1):42-9 PMID: 21148756
  75. Genome-wide association study identifies novel breast cancer susceptibility loci.
    Nature. 2007 Jun 28;447(7148):1087-93 PMID: 17529967
  76. International network of cancer genome projects.
    Nature. 2010 Apr 15;464(7291):993-8 PMID: 20393554
  77. Genotype imputation.
    Annu Rev Genomics Hum Genet. 2009;10:387-406 PMID: 19715440
  78. Progress and challenges in genome-wide association studies in humans.
    Nature. 2008 Dec 11;456(7223):728-31 PMID: 19079049
  79. Genome-wide association study of renal cell carcinoma identifies two susceptibility loci on 2p21 and 11q13.3.
    Nat Genet. 2011 Jan;43(1):60-5 PMID: 21131975
  80. Two independent prostate cancer risk-associated Loci at 11q13.
    Cancer Epidemiol Biomarkers Prev. 2009 Jun;18(6):1815-20 PMID: 19505914
  81. A spectrum of severe familial liver disorders associate with telomerase mutations.
    PLoS One. 2009 Nov 20;4(11):e7926 PMID: 19936245
  82. The genetic interpretation of area under the ROC curve in genomic profiling.
    PLoS Genet. 2010 Feb 26;6(2):e1000864 PMID: 20195508
  83. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  84. Identification of the breast cancer susceptibility gene BRCA2.
    Nature. 1995 Dec 21-28;378(6559):789-92 PMID: 8524414
  85. Fine mapping association study and functional analysis implicate a SNP in MSMB at 10q11 as a causal variant for prostate cancer risk.
    Hum Mol Genet. 2009 Apr 1;18(7):1368-75 PMID: 19153072
  86. The future of genetic studies of complex human diseases.
    Science. 1996 Sep 13;273(5281):1516-7 PMID: 8801636
  87. Polygenes, risk prediction, and targeted prevention of breast cancer.
    N Engl J Med. 2008 Jun 26;358(26):2796-803 PMID: 18579814
  88. A unified approach to genotype imputation and haplotype-phase inference for large data sets of trios and unrelated individuals.
    Am J Hum Genet. 2009 Feb;84(2):210-23 PMID: 19200528
  89. Multiple ADH genes are associated with upper aerodigestive cancers.
    Nat Genet. 2008 Jun;40(6):707-9 PMID: 18500343
  90. Inherited genetic variant predisposes to aggressive but not indolent prostate cancer.
    Proc Natl Acad Sci U S A. 2010 Feb 2;107(5):2136-40 PMID: 20080650
  91. Identification of a new prostate cancer susceptibility locus on chromosome 8q24.
    Nat Genet. 2009 Oct;41(10):1055-7 PMID: 19767755
  92. Concurrent activation of a novel putative transforming gene, myeov, and cyclin D1 in a subset of multiple myeloma cell lines with t(11;14)(q13;q32).
    Blood. 2000 Apr 15;95(8):2691-8 PMID: 10753852
  93. Sequence variant on 8q24 confers susceptibility to urinary bladder cancer.
    Nat Genet. 2008 Nov;40(11):1307-12 PMID: 18794855
  94. Fine mapping the KLK3 locus on chromosome 19q13.33 associated with prostate cancer susceptibility and PSA levels.
    Hum Genet. 2011 Jun;129(6):675-85 PMID: 21318478
  95. Genome-wide association study identifies a new breast cancer susceptibility locus at 6q25.1.
    Nat Genet. 2009 Mar;41(3):324-8 PMID: 19219042
  96. Fine mapping of a region of chromosome 11q13 reveals multiple independent loci associated with risk of prostate cancer.
    Hum Mol Genet. 2011 Jul 15;20(14):2869-78 PMID: 21531787
  97. Lymphoid malignancies in U.S. Asians: incidence rate differences by birthplace and acculturation.
    Cancer Epidemiol Biomarkers Prev. 2011 Jun;20(6):1064-77 PMID: 21493873
  98. Comprehensive resequence analysis of a 136 kb region of human chromosome 8q24 associated with prostate and colon cancers.
    Hum Genet. 2008 Sep;124(2):161-70 PMID: 18704501
  99. Common variations in BARD1 influence susceptibility to high-risk neuroblastoma.
    Nat Genet. 2009 Jun;41(6):718-23 PMID: 19412175
  100. Genetic dissection of complex traits: guidelines for interpreting and reporting linkage results.
    Nat Genet. 1995 Nov;11(3):241-7 PMID: 7581446
  101. Genome-wide association studies for common diseases and complex traits.
    Nat Rev Genet. 2005 Feb;6(2):95-108 PMID: 15716906
  102. Genomics: when the smoke clears ...
    Nature. 2008 Apr 3;452(7187):537-8 PMID: 18385720
  103. Population structure and eigenanalysis.
    PLoS Genet. 2006 Dec;2(12):e190 PMID: 17194218
  104. The sequence of the human genome.
    Science. 2001 Feb 16;291(5507):1304-51 PMID: 11181995
  105. Mutations in TERT, the gene for telomerase reverse transcriptase, in aplastic anemia.
    N Engl J Med. 2005 Apr 7;352(14):1413-24 PMID: 15814878
  106. New common variants affecting susceptibility to basal cell carcinoma.
    Nat Genet. 2009 Aug;41(8):909-14 PMID: 19578363
  107. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  108. A second generation human haplotype map of over 3.1 million SNPs.
    Nature. 2007 Oct 18;449(7164):851-61 PMID: 17943122
  109. Common variants at 19p13 are associated with susceptibility to ovarian cancer.
    Nat Genet. 2010 Oct;42(10):880-4 PMID: 20852633
  110. The common colorectal cancer predisposition SNP rs6983267 at chromosome 8q24 confers potential to enhanced Wnt signaling.
    Nat Genet. 2009 Aug;41(8):885-90 PMID: 19561604
  111. Sequence variants at CHRNB3-CHRNA6 and CYP2A6 affect smoking behavior.
    Nat Genet. 2010 May;42(5):448-53 PMID: 20418888
  112. Common variation in KITLG and at 5q31.3 predisposes to testicular germ cell cancer.
    Nat Genet. 2009 Jul;41(7):811-5 PMID: 19483682
  113. A twist on admixture mapping.
    Nat Genet. 2011 Mar;43(3):178-9 PMID: 21350496
  114. Mapping copy number variation by population-scale genome sequencing.
    Nature. 2011 Feb 3;470(7332):59-65 PMID: 21293372
  115. Genetic variants at 6p21.33 are associated with susceptibility to follicular lymphoma.
    Nat Genet. 2009 Aug;41(8):873-5 PMID: 19620980
  116. An Icelandic example of the impact of population structure on association studies.
    Nat Genet. 2005 Jan;37(1):90-5 PMID: 15608637
  117. Analysis of the p16 gene (CDKN2) as a candidate for the chromosome 9p melanoma susceptibility locus.
    Nat Genet. 1994 Sep;8(1):23-6 PMID: 7987388
  118. The balance between heritable and environmental aetiology of human disease.
    Nat Rev Genet. 2006 Dec;7(12):958-65 PMID: 17139327
  119. Hundreds of variants clustered in genomic loci and biological pathways affect human height.
    Nature. 2010 Oct 14;467(7317):832-8 PMID: 20881960
  120. Multiple newly identified loci associated with prostate cancer susceptibility.
    Nat Genet. 2008 Mar;40(3):316-21 PMID: 18264097
  121. A variant associated with nicotine dependence, lung cancer and peripheral arterial disease.
    Nature. 2008 Apr 3;452(7187):638-642 PMID: 18385739
  122. A comprehensive genetic linkage map of the human genome. NIH/CEPH Collaborative Mapping Group.
    Science. 1992 Oct 2;258(5079):67-86 PMID: 1439770
  123. Genome-wide association study reveals multiple nasopharyngeal carcinoma-associated loci within the HLA region at chromosome 6p21.3.
    Am J Hum Genet. 2009 Aug;85(2):194-203 PMID: 19664746
  124. Loci on 7p12.2, 10q21.2 and 14q11.2 are associated with risk of childhood acute lymphoblastic leukemia.
    Nat Genet. 2009 Sep;41(9):1006-10 PMID: 19684604
  125. Comprehensive genomic characterization defines human glioblastoma genes and core pathways.
    Nature. 2008 Oct 23;455(7216):1061-8 PMID: 18772890
  126. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  127. A genome-wide association study identifies novel risk loci for type 2 diabetes.
    Nature. 2007 Feb 22;445(7130):881-5 PMID: 17293876
  128. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  129. Deciphering the impact of common genetic variation on lung cancer risk: a genome-wide association study.
    Cancer Res. 2009 Aug 15;69(16):6633-41 PMID: 19654303
  130. Association of a germ-line copy number variation at 2p24.3 and risk for aggressive prostate cancer.
    Cancer Res. 2009 Mar 15;69(6):2176-9 PMID: 19258504
  131. A genome-wide association study of testicular germ cell tumor.
    Nat Genet. 2009 Jul;41(7):807-10 PMID: 19483681
  132. Sequence variants at the TERT-CLPTM1L locus associate with many cancer types.
    Nat Genet. 2009 Feb;41(2):221-7 PMID: 19151717
  133. A single nucleotide polymorphism tags variation in the arylamine N-acetyltransferase 2 phenotype in populations of European background.
    Pharmacogenet Genomics. 2011 Apr;21(4):231-6 PMID: 20739907
  134. Common 5p15.33 and 6p21.33 variants influence lung cancer risk.
    Nat Genet. 2008 Dec;40(12):1407-9 PMID: 18978787
  135. Analysis of the 10q11 cancer risk locus implicates MSMB and NCOA4 in human prostate tumorigenesis.
    PLoS Genet. 2010 Nov 11;6(11):e1001204 PMID: 21085629
  136. A shared susceptibility locus in PLCE1 at 10q23 for gastric adenocarcinoma and esophageal squamous cell carcinoma.
    Nat Genet. 2010 Sep;42(9):764-7 PMID: 20729852
  137. Telomerase mutations in families with idiopathic pulmonary fibrosis.
    N Engl J Med. 2007 Mar 29;356(13):1317-26 PMID: 17392301
  138. Common variants at 2q37.3, 8q24.21, 15q21.3 and 16q24.1 influence chronic lymphocytic leukemia risk.
    Nat Genet. 2010 Feb;42(2):132-6 PMID: 20062064
  139. A strong candidate for the breast and ovarian cancer susceptibility gene BRCA1.
    Science. 1994 Oct 7;266(5182):66-71 PMID: 7545954
  140. A decade's perspective on DNA sequencing technology.
    Nature. 2011 Feb 10;470(7333):198-203 PMID: 21307932
  141. Risk of gastric cancer and peptic ulcers in relation to ABO blood type: a cohort study.
    Am J Epidemiol. 2010 Dec 1;172(11):1280-5 PMID: 20937632
  142. Finding the missing heritability of complex diseases.
    Nature. 2009 Oct 8;461(7265):747-53 PMID: 19812666
  143. Risk of estrogen receptor-positive and -negative breast cancer and single-nucleotide polymorphism 2q35-rs13387042.
    J Natl Cancer Inst. 2009 Jul 15;101(14):1012-8 PMID: 19567422
  144. NAT2 slow acetylation, GSTM1 null genotype, and risk of bladder cancer: results from the Spanish Bladder Cancer Study and meta-analyses.
    Lancet. 2005 Aug 20-26;366(9486):649-59 PMID: 16112301
  145. Rare variants create synthetic genome-wide associations.
    PLoS Biol. 2010 Jan 26;8(1):e1000294 PMID: 20126254
  146. Germline p16 mutations in familial melanoma.
    Nat Genet. 1994 Sep;8(1):15-21 PMID: 7987387
  147. Common regulatory variation impacts gene expression in a cell type-dependent manner.
    Science. 2009 Sep 4;325(5945):1246-50 PMID: 19644074
  148. Identification of seven new prostate cancer susceptibility loci through a genome-wide association study.
    Nat Genet. 2009 Oct;41(10):1116-21 PMID: 19767753
  149. The International HapMap Project.
    Nature. 2003 Dec 18;426(6968):789-96 PMID: 14685227
  150. A new multipoint method for genome-wide association studies by imputation of genotypes.
    Nat Genet. 2007 Jul;39(7):906-13 PMID: 17572673
  151. Replicating genotype-phenotype associations.
    Nature. 2007 Jun 7;447(7145):655-60 PMID: 17554299
  152. Linkage of early-onset familial breast cancer to chromosome 17q21.
    Science. 1990 Dec 21;250(4988):1684-9 PMID: 2270482
  153. What's the best statistic for a simple test of genetic association in a case-control study?
    Genet Epidemiol. 2010 Apr;34(3):246-53 PMID: 20025064
  154. Constitutional hypomorphic telomerase mutations in patients with acute myeloid leukemia.
    Proc Natl Acad Sci U S A. 2009 Jan 27;106(4):1187-92 PMID: 19147845
  155. Inherited genetic markers discovered to date are able to identify a significant number of men at considerably elevated risk for prostate cancer.
    Prostate. 2011 Mar 1;71(4):421-30 PMID: 20878950
  156. The 5p15.33 locus is associated with risk of lung adenocarcinoma in never-smoking females in Asia.
    PLoS Genet. 2010 Aug 05;6(8): PMID: 20700438
  157. Integrated genotype calling and association analysis of SNPs, common copy number polymorphisms and rare CNVs.
    Nat Genet. 2008 Oct;40(10):1253-60 PMID: 18776909
  158. A common variant associated with prostate cancer in European and African populations.
    Nat Genet. 2006 Jun;38(6):652-8 PMID: 16682969
  159. Comprehensive resequence analysis of a 97 kb region of chromosome 10q11.2 containing the MSMB gene associated with prostate cancer.
    Hum Genet. 2009 Dec;126(6):743-50 PMID: 19644707
  160. Genome-wide association study of esophageal squamous cell carcinoma in Chinese subjects identifies susceptibility loci at PLCE1 and C20orf54.
    Nat Genet. 2010 Sep;42(9):759-63 PMID: 20729853
  161. A genome-wide association study of nasopharyngeal carcinoma identifies three new susceptibility loci.
    Nat Genet. 2010 Jul;42(7):599-603 PMID: 20512145
  162. Population substructure and control selection in genome-wide association studies.
    PLoS One. 2008 Jul 02;3(7):e2551 PMID: 18596976
  163. Genome-wide association study identifies five new breast cancer susceptibility loci.
    Nat Genet. 2010 Jun;42(6):504-7 PMID: 20453838
  164. Blood type and family cancer history in relation to precancerous gastric lesions.
    Int J Epidemiol. 2000 Jun;29(3):405-7 PMID: 10869310
Article Info
Journal
Human genetics
Abbr.
Hum Genet
ISSN
1432-1203
Published
2011-07-00
Epub
2011-00-16
Pages
59-78
Language
English
Region
Germany
NLM ID
7613873
Subset
IM
Grants
Intramural NIH HHS · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com