A genome-wide association study of breast and prostate cancer in the NHLBI's Framingham Heart Study
- PMID: 17903305
- PMCID: PMC1995609
- DOI: 10.1186/1471-2350-8-S1-S6
A genome-wide association study of breast and prostate cancer in the NHLBI's Framingham Heart Study
Abstract
Background: Breast and prostate cancer are two commonly diagnosed cancers in the United States. Prior work suggests that cancer causing genes and cancer susceptibility genes can be identified.
Methods: We conducted a genome-wide association study (Affymetrix 100K SNP GeneChip) of cancer in the community-based Framingham Heart Study. We report on 2 cancer traits--prostate cancer and breast cancer--in up to 1335 participants from 330 families (54% women, mean entry age 33 years). Multivariable-adjusted residuals, computed using Cox proportional hazards models, were tested for association with qualifying SNPs (70, 987 autosomal SNPs with genotypic call rate > or =80%, minor allele frequency > or =10%, Hardy-Weinberg test p > or = 0.001) using generalized estimating equations (GEE) models and family based association tests (FBAT).
Results: There were 58 women with breast cancer and 59 men with prostate cancer. No SNP associations attained genome-wide significance. The top SNP associations in GEE models for each trait were as follows: breast cancer, rs2075555, p = 8.0 x 10(-8) in COL1A1; and prostate cancer, rs9311171, p = 1.75 x 10(-6) in CTDSPL. In analysis of selected candidate cancer susceptibility genes, two MSR1 SNPs (rs9325782, GEE p = 0.008 and rs2410373, FBAT p = 0.021) were associated with prostate cancer and three ERBB4 SNPs (rs905883 GEE p = 0.0002, rs7564590 GEE p = 0.003, rs7558615 GEE p = 0.0078) were associated with breast cancer. The previously reported risk SNP for prostate cancer, rs1447295, was not included on the 100K chip. Results of cancer phenotype-genotype associations for all autosomal SNPs are web posted at http://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?id=phs000007 webcite.
Conclusion: Although no association attained genome-wide significance, several interesting associations emerged for breast and prostate cancer. These findings can serve as a resource for replication in other populations to identify novel biologic pathways contributing to cancer susceptibility.
Similar articles
-
Genetic correlates of longevity and selected age-related phenotypes: a genome-wide association study in the Framingham Study.BMC Med Genet. 2007 Sep 19;8 Suppl 1(Suppl 1):S13. doi: 10.1186/1471-2350-8-S1-S13. BMC Med Genet. 2007. PMID: 17903295 Free PMC article.
-
Genome-wide association study for subclinical atherosclerosis in major arterial territories in the NHLBI's Framingham Heart Study.BMC Med Genet. 2007 Sep 19;8 Suppl 1(Suppl 1):S4. doi: 10.1186/1471-2350-8-S1-S4. BMC Med Genet. 2007. PMID: 17903303 Free PMC article.
-
A genome-wide association for kidney function and endocrine-related traits in the NHLBI's Framingham Heart Study.BMC Med Genet. 2007 Sep 19;8 Suppl 1(Suppl 1):S10. doi: 10.1186/1471-2350-8-S1-S10. BMC Med Genet. 2007. PMID: 17903292 Free PMC article.
-
Framingham Heart Study 100K project: genome-wide associations for cardiovascular disease outcomes.BMC Med Genet. 2007 Sep 19;8 Suppl 1(Suppl 1):S5. doi: 10.1186/1471-2350-8-S1-S5. BMC Med Genet. 2007. PMID: 17903304 Free PMC article.
-
Infertility etiologies are genetically and clinically linked with other diseases in single meta-diseases.Reprod Biol Endocrinol. 2015 Apr 15;13:31. doi: 10.1186/s12958-015-0029-9. Reprod Biol Endocrinol. 2015. PMID: 25880215 Free PMC article. Review.
Cited by
-
Identification of a breast cancer susceptibility locus at 4q31.22 using a genome-wide association study paradigm.PLoS One. 2013 May 22;8(5):e62550. doi: 10.1371/journal.pone.0062550. Print 2013. PLoS One. 2013. PMID: 23717390 Free PMC article.
-
A single-nucleotide polymorphism (rs1805087) in the methionine synthase (METH) gene increases the risk of prostate cancer.Aging (Albany NY). 2018 Oct 18;10(10):2741-2754. doi: 10.18632/aging.101584. Aging (Albany NY). 2018. PMID: 30337500 Free PMC article. Review.
-
Analysis of the specific pathways and networks of prostate cancer for gene expression profiles in the Chinese population.Med Oncol. 2012 Sep;29(3):1972-84. doi: 10.1007/s12032-011-0088-5. Epub 2011 Oct 30. Med Oncol. 2012. PMID: 22038724
-
Potential novel candidate polymorphisms identified in genome-wide association study for breast cancer susceptibility.Hum Genet. 2011 Oct;130(4):529-37. doi: 10.1007/s00439-011-0973-1. Epub 2011 Mar 19. Hum Genet. 2011. PMID: 21424380 Free PMC article.
-
Previous GWAS hits in relation to young-onset breast cancer.Breast Cancer Res Treat. 2017 Jan;161(2):333-344. doi: 10.1007/s10549-016-4053-z. Epub 2016 Nov 15. Breast Cancer Res Treat. 2017. PMID: 27848153 Free PMC article.
References
-
- American Cancer Society. Cancer Facts and Figures 2006. Atlanta: American Cancer Society; 2006.
-
- Easton DF, Pooley KA, Dunning AM, Pharoah PD, Thompson D, Ballinger DG, Struewing JP, Morrison J, Field H, Luben R, Wareham N, Ahmed S, Healey CS, Bowman R, Luccarini C, Conroy D, Shah M, Munday H, Jordan C, Perkins B, West J, Redman K, Meyer KB, Haiman CA, Kolonel LK, Henderson BE, Le Marchand L, Brennan P, Sangrajrang S, Gaborieau V, Odefrey F, Shen CY, Wu PE, Wang HC, Eccles D, Evans DG, Peto J, Fletcher O, Johnson N, Seal S, Stratton MR, Rahman N, Chenevix-Trench G, Bojesen SE, Nordestgaard BG, Axelsson CK, Garcia-Closas M, Brinton L, Chanock S, Lissowska J, Peplonska B, Nevanlinna H, Fagerholm R, Eerola H, Kang D, Yoo KY, Noh DY, Ahn SH, Hunter DJ, Hankinson SE, Cox DG, Hall P, Wedren S, Liu J, Low YL, Bogdanova N, Schurmann P, Dork T, Tollenaar RA, Jacobi CE, Devilee P, Klijn JG, Sigurdson AJ, Doody MM, Alexander BH, Zhang J, Cox A, Brock IW, Macpherson G, Reed MW, Couch FJ, Goode EL, Olson JE, Meijers-Heijboer H, van den OA, Uitterlinden A, Rivadeneira F, Milne RL, Ribas G, Gonzalez-Neira A, Benitez J, Hopper JL, McCredie M, Southey M, Giles GG, Schroen C, Justenhoven C, Brauch H, Hamann U, Ko YD, Spurdle AB, Beesley J, Chen X, Aghmesheh M, Amor D, Andrews L, Antill Y, Armes J, Armitage S, Arnold L, Balleine R, Begley G, Beilby J, Bennett I, Bennett B, Berry G, Blackburn A, Brennan M, Brown M, Buckley M, Burke J, Butow P, Byron K, Callen D, Campbell I, Chenevix-Trench G, Clarke C, Colley A, Cotton D, Cui J, Culling B, Cummings M, Dawson SJ, Dixon J, Dobrovic A, Dudding T, Edkins T, Eisenbruch M, Farshid G, Fawcett S, Field M, Firgaira F, Fleming J, Forbes J, Friedlander M, Gaff C, Gardner M, Gattas M, George P, Giles G, Gill G, Goldblatt J, Greening S, Grist S, Haan E, Harris M, Hart S, Hayward N, Hopper J, Humphrey E, Jenkins M, Jones A, Kefford R, Kirk J, Kollias J, Kovalenko S, Lakhani S, Leary J, Lim J, Lindeman G, Lipton L, Lobb L, Maclurcan M, Mann G, Marsh D, McCredie M, McKay M, Anne MS, Meiser B, Milne R, Mitchell G, Newman B, O'loughlin I, Osborne R, Peters L, Phillips K, Price M, Reeve J, Reeve T, Richards R, Rinehart G, Robinson B, Rudzki B, Salisbury E, Sambrook J, Saunders C, Scott C, Scott E, Scott R, Seshadri R, Shelling A, Southey M, Spurdle A, Suthers G, Taylor D, Tennant C, Thorne H, Townshend S, Tucker K, Tyler J, Venter D, Visvader J, Walpole I, Ward R, Waring P, Warner B, Warren G, Watson E, Williams R, Wilson J, Winship I, Young MA, Bowtell D, Green A, Defazio A, Chenevix-Trench G, Gertig D, Webb P, Mannermaa A, Kosma VM, Kataja V, Hartikainen J, Day NE, Cox DR, Ponder BA. Genome-wide association study identifies novel breast cancer susceptibility loci. Nature. 2007. in press . - PMC - PubMed
-
- Hunter DJ, Kraft P, Jacobs KB, Cox DG, Yeager M, Hankinson SE, Wacholder S, Wang Z, Welch R, Hutchinson A, Wang J, Yu K, Chatterjee N, Orr N, Willett WC, Colditz GA, Ziegler RG, Berg CD, Buys SS, McCarty CA, Feigelson HS, Calle EE, Thun MJ, Hayes RB, Tucker M, Gerhard DS, Fraumeni JF, Jr, Hoover RN, Thomas G, Chanock SJ. A genome-wide association study identifies alleles in FGFR2 associated with risk of sporadic postmenopausal breast cancer. Nat Genet. 2007. in press . - PMC - PubMed
-
- Cupples LA, Arruda H, Benjamin EJ, D'Agostino RB Sr, Demissie S, DeStefano AL, Dupuis J, Falls K, Fox CS, Gottlieb D, Govindaraju DR, Guo CY, Heard-Costa N, Hwang SJ, Katherisan S, Kiel D, Laramie JM, Larson MG, Levy D, Liu CY, Lunetta KL, Mailman M, Manning AK, Meigs JB, Murabito JM, Newton-Cheh C, O'Connor GT, O'Donnell CJ, Pandey MA, Seshadri S, Vasan RS, Wang ZY, Wilk JB, Wolf PA, Yang Q, Atwood LD. The Framingham Heart Study 100K SNP genome-wide association study resource: Overview of 17 phenotype working group reports. BMC Med Genet. 2007;8(Suppl 1):S1. - PMC - PubMed
-
- Amundadottir LT, Sulem P, Gudmundsson J, Helgason A, Baker A, Agnarsson BA, Sigurdsson A, Benediktsdottir KR, Cazier JB, Sainz J, Jakobsdottir M, Kostic J, Magnusdottir DN, Ghosh S, Agnarsson K, Birgisdottir B, Le Roux L, Olafsdottir A, Blondal T, Andresdottir M, Gretarsdottir OS, Bergthorsson JT, Gudbjartsson D, Gylfason A, Thorleifsson G, Manolescu A, Kristjansson K, Geirsson G, Isaksson H, Douglas J, Johansson JE, Balter K, Wiklund F, Montie JE, Yu X, Suarez BK, Ober C, Cooney KA, Gronberg H, Catalona WJ, Einarsson GV, Barkardottir RB, Gulcher JR, Kong A, Thorsteinsdottir U, Stefansson K. A common variant associated with prostate cancer in European and African populations. Nat Genet. 2006;38:652–658. doi: 10.1038/ng1808. - DOI - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Molecular Biology Databases
Miscellaneous