Germline Variation Controls the Architecture of Somatic Alterations in Tumors

Studies have suggested that somatic events in tumors can depend on an individual's constitutional genotype. We used squamous cell carcinomas (SCC) of the skin, which arise in high multiplicity in organ transplant recipients, as a model to compare the pattern of somatic alterations within and across individuals. Specifically, we performed array comparative genomic hybridization on 104 tumors from 25 unrelated individuals who each had three or more independently arisen SCCs and compared the profiles occurring within patients to profiles of tumors across a larger set of 135 patients. In general, chromosomal aberrations in SCCs were more similar within than across individuals (two-sided exact-test p-value ), consistent with the notion that the genetic background was affecting the pattern of somatic changes. To further test this possibility, we performed allele-specific imbalance studies using microsatellite markers mapping to 14 frequently aberrant regions of multiple independent tumors from 65 patients. We identified nine loci which show evidence of preferential allelic imbalance. One of these loci, 8q24, corresponded to a region in which multiple single nucleotide polymorphisms have been associated with increased cancer risk in genome-wide association studies (GWAS). We tested three implicated variants and identified one, rs13281615, with evidence of allele-specific imbalance (p-value = 0.012). The finding of an independently identified cancer susceptibility allele with allele-specific imbalance in a genomic region affected by recurrent DNA copy number changes suggest that it may also harbor risk alleles for SCC. Together these data provide strong evidence that the genetic background is a key driver of somatic events in cancer, opening an opportunity to expand this approach to identify cancer risk alleles.

[1]  T. Spector,et al.  Genome-wide association study identifies variants at 9p21 and 22q13 associated with development of cutaneous nevi , 2009, Nature Genetics.

[2]  M. Bissell A common 8q24 Variant and the Risk of Colon Cancer: A Population-Based Case-Control Study , 2009 .

[3]  O. Johannsson,et al.  Genomic profiling of breast tumours in relation to BRCA abnormalities and phenotypes , 2009, Breast Cancer Research.

[4]  A. Jakubowska,et al.  A range of cancers is associated with the rs6983267 marker on chromosome 8. , 2008, Cancer research.

[5]  I. Deary,et al.  Genome-wide association scan identifies a colorectal cancer susceptibility locus on 11q23 and replicates risk loci at 8q24 and 18q21 , 2008, Nature Genetics.

[6]  J. Witte,et al.  8q24 and prostate cancer: association with advanced disease and meta-analysis , 2008, European Journal of Human Genetics.

[7]  Peter Kraft,et al.  Heterogeneity of Breast Cancer Associations with Five Susceptibility Loci by Clinical and Pathological Characteristics , 2008, PLoS genetics.

[8]  Julian Peto,et al.  Association of Genetic Variants at 8q24 with Breast Cancer Risk , 2008, Cancer Epidemiology Biomarkers & Prevention.

[9]  Sampsa Hautaniemi,et al.  Allelic imbalance at rs6983267 suggests selection of the risk allele in somatic colorectal tumor evolution. , 2008, Cancer research.

[10]  David Reich,et al.  A common genetic risk factor for colorectal and prostate cancer , 2007, Nature Genetics.

[11]  Lester L. Peters,et al.  Genome-wide association study identifies novel breast cancer susceptibility loci , 2007, Nature.

[12]  P. Fearnhead,et al.  Genome-wide association study of prostate cancer identifies a second risk locus at 8q24 , 2007, Nature Genetics.

[13]  J. Fridlyand,et al.  Genome position and gene amplification , 2007, Genome Biology.

[14]  D. Pinkel,et al.  MC1R germline variants confer risk for BRAF-mutant melanoma. , 2006, Science.

[15]  C. Eng,et al.  Total-genome analysis of BRCA1/2-related invasive carcinomas of the breast identifies tumor stroma as potential landscaper for neoplastic initiation. , 2006, American journal of human genetics.

[16]  Michael Baudis,et al.  Allele-specific loss of heterozygosity in multiple colorectal adenomas: toward an integrated molecular cytogenetic map II. , 2006, Cancer genetics and cytogenetics.

[17]  Jukka-Pekka Mecklin,et al.  Preferential amplification of AURKA 91A (Ile31) in familial colorectal cancers , 2006, International journal of cancer.

[18]  J. Fridlyand,et al.  Distinct sets of genetic alterations in melanoma. , 2005, The New England journal of medicine.

[19]  Jane Fridlyand,et al.  Bioinformatics Original Paper a Comparison Study: Applying Segmentation to Array Cgh Data for Downstream Analyses , 2022 .

[20]  Tara L. Naylor,et al.  Distinct genomic profiles in hereditary breast tumors identified by array-based comparative genomic hybridization. , 2005, Cancer research.

[21]  M. Wigler,et al.  Circular binary segmentation for the analysis of array-based DNA copy number data. , 2004, Biostatistics.

[22]  Jean YH Yang,et al.  Bioconductor: open software development for computational biology and bioinformatics , 2004, Genome Biology.

[23]  T. Nikaido,et al.  Expression of BRCA1 protein in benign, borderline, and malignant epithelial ovarian neoplasms and its relationship to methylation and allelic loss of the BRCA1 gene , 2004, The Journal of pathology.

[24]  Ajay N. Jain,et al.  Determinants of BRAF mutations in primary melanomas. , 2003, Journal of the National Cancer Institute.

[25]  Hiroki Nagase,et al.  Identification of Stk6/STK15 as a candidate low-penetrance tumor-susceptibility gene in mouse and human , 2003, Nature Genetics.

[26]  Ajay N. Jain,et al.  Genome-wide-array-based comparative genomic hybridization reveals genetic homogeneity and frequent copy number increases encompassing CCNE1 in Fallopian tube carcinoma , 2003, Oncogene.

[27]  L. Griffiths,et al.  Chromosomal aberrations in squamous cell carcinoma and solar keratoses revealed by comparative genomic hybridization. , 2003, Archives of dermatology.

[28]  Cestmir Vlcek,et al.  Ptprj is a candidate for the mouse colon-cancer susceptibility locus Scc1 and is frequently deleted in human cancers , 2002, Nature Genetics.

[29]  D. van den Boom,et al.  Microsatellites: perspectives and potentials of mass spectrometric analysis , 2001, Expert review of molecular diagnostics.

[30]  A. Jauch,et al.  Genetic characterization of a human skin carcinoma progression model: from primary tumor to metastasis. , 2000, The Journal of investigative dermatology.

[31]  T. Godfrey,et al.  Measurement of DNA copy number at microsatellite loci using quantitative PCR analysis. , 2000, Cancer research.

[32]  J. DiGiovanna Posttransplantation skin cancer: scope of the problem, management, and role for systemic retinoid chemoprevention. , 1998, Transplantation proceedings.

[33]  Morton B. Brown,et al.  Robust Tests for the Equality of Variances , 1974 .

[34]  H. Levene Robust tests for equality of variances , 1961 .