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Grant Details

Grant Number: 5R01CA098438-03 Interpret this number
Primary Investigator: Begg, Colin
Organization: Sloan-Kettering Inst Can Research
Project Title: Epidemiologic Parameters of Rare Cancer Risk Factors
Fiscal Year: 2005


Abstract

DESCRIPTION (provided by applicant): In recent years several major cancer genes have been identified. Typically, mutations in these genes are rare in the population, but they confer a substantially increased risk to carriers. Estimation of their population epidemiologic characteristics, such as relative risks and penetrances, is challenging, primarily because of their rarity. As a result, various novel designs and analytic techniques have been proposed and utilized to estimate these parameters indirectly. The general goal of this revised proposal is to critically evaluate the statistical properties of these methods, to compare different approaches, and to develop new methods as needed. The first aim will focus on penetrance estimation. We will examine the kin-cohort design, when probands have been identified from incident cases, a configuration known to result in upward bias, with a view to developing techniques for bias correction. Also we will study the derivation of penetrance from comparing carrier frequencies in patients with second primaries with patients with first primaries, an approach that does not depend on family histories of cancer. We will endeaver to use these results develop risk predictions that allow for risk adjustment on the basis of known family history of cancer. In the second aim we will build on the design that utilizes first and second primaries to estimate relative risks. The goals here will be to identify and correct the impact of potential survival bias (length biased sampling of second primaries if the gene is associated with survival), to modify analyses for the impact of individuals who qualify as both cases and controls in this study design, and to examine the impact of unknown risk factors that interact with the genotype of interest. All of these aims are motivated by an international study of the genetic epidemiology of melanoma that is currently in progress.



Publications

Association of functional, inherited vitamin D-binding protein variants with melanoma-specific death.
Authors: Gibbs D.C. , Thomas N.E. , Kanetsky P.A. , Luo L. , Busam K.J. , Cust A.E. , Anton-Culver H. , Gallagher R.P. , Zanetti R. , Rosso S. , et al. .
Source: Jnci Cancer Spectrum, 2023-08-31 00:00:00.0; 7(5), .
PMID: 37494457
Related Citations

Sex-Specific Associations of MDM2 and MDM4 Variants with Risk of Multiple Primary Melanomas and Melanoma Survival in Non-Hispanic Whites.
Authors: Ward S.V. , Autuori I. , Luo L. , LaPilla E. , Yoo S. , Sharma A. , Busam K.J. , Olilla D.W. , Dwyer T. , Anton-Culver H. , et al. .
Source: Cancers, 2023-05-11 00:00:00.0; 15(10), .
EPub date: 2023-05-11 00:00:00.0.
PMID: 37345045
Related Citations

Association of Melanoma-Risk Variants with Primary Melanoma Tumor Prognostic Characteristics and Melanoma-Specific Survival in the GEM Study.
Authors: Davari D.R. , Orlow I. , Kanetsky P.A. , Luo L. , Busam K.J. , Sharma A. , Kricker A. , Cust A.E. , Anton-Culver H. , Gruber S.B. , et al. .
Source: Current Oncology (toronto, Ont.), 2021-11-16 00:00:00.0; 28(6), p. 4756-4771.
EPub date: 2021-11-16 00:00:00.0.
PMID: 34898573
Related Citations

Disease-Associated Risk Variants in ANRIL are Associated with Tumor-Infiltrating Lymphocytes Presence in Primary Melanomas in the Population-Based GEM Study.
Authors: Davari D.R. , Orlow I. , Kanetsky P.A. , Luo L. , Edmiston S.N. , Conway K. , Parrish E.A. , Hao H. , Busam K.J. , Sharma A. , et al. .
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2021-10-04 00:00:00.0; , .
EPub date: 2021-10-04 00:00:00.0.
PMID: 34607836
Related Citations

Differences in Melanoma Between Canada and New South Wales, Australia: A Population-Based Genes, Environment, and Melanoma (GEM) Study.
Authors: Yardman-Frank J.M. , Glassheim E. , Kricker A. , Armstrong B.K. , Marrett L.D. , Luo L. , Cust A.E. , Busam K.J. , Orlow I. , Gallagher R.P. , et al. .
Source: Jid Innovations, 2021 Mar; 1(1), .
EPub date: 2021-01-25 00:00:00.0.
PMID: 33768212
Related Citations

Association of Known Melanoma Risk Factors with Primary Melanoma of the Scalp and Neck.
Authors: Wood R.P. , Heyworth J.S. , McCarthy N.S. , Mauguen A. , Berwick M. , Thomas N.E. , Millward M.J. , Anton-Culver H. , Cust A.E. , Dwyer T. , et al. .
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2020-08-20 00:00:00.0; , .
EPub date: 2020-08-20 00:00:00.0.
PMID: 32856602
Related Citations

Association of IRF4 single-nucleotide polymorphism rs12203592 with melanoma-specific survival.
Authors: Ward S.V. , Gibbs D.C. , Orlow I. , Thomas N.E. , Kanetsky P.A. , Luo L. , Cust A.E. , Anton-Culver H. , Gruber S.B. , Gallagher R.P. , et al. .
Source: The British Journal Of Dermatology, 2020-01-20 00:00:00.0; , .
EPub date: 2020-01-20 00:00:00.0.
PMID: 31958143
Related Citations

Inherited Melanoma Risk Variants Associated with Histopathologically Amelanotic Melanoma.
Authors: Gibbs D.C. , Orlow I. , Vernali S. , Powell H.B. , Kanetsky P.A. , Luo L. , Busam K.J. , Sharma A. , Kricker A. , Armstrong B.K. , et al. .
Source: The Journal Of Investigative Dermatology, 2019-09-27 00:00:00.0; , .
EPub date: 2019-09-27 00:00:00.0.
PMID: 31568773
Related Citations

A risk prediction model for development of subsequent primary melanoma in a population-based cohort.
Authors: Cust A.E. , Badcock C. , Smith J. , Thomas N.E. , Haydu L.E. , Armstrong B.K. , Law M.H. , Thompson J.F. , Kanetsky P.A. , Begg C.B. , et al. .
Source: The British Journal Of Dermatology, 2019-09-14 00:00:00.0; , .
EPub date: 2019-09-14 00:00:00.0.
PMID: 31520533
Related Citations

Relationship of Chromosome Arm 10q Variants to Occurrence of Multiple Primary Melanoma in the Population-Based Genes, Environment, and Melanoma Study.
Authors: Miles J.A. , Orlow I. , Kanetsky P.A. , Luo L. , Cust A.E. , Armstrong B.K. , Kricker A. , Anton-Culver H. , Gruber S.B. , Gallagher R.P. , et al. .
Source: The Journal Of Investigative Dermatology, 2018-12-17 00:00:00.0; , .
EPub date: 2018-12-17 00:00:00.0.
PMID: 30571972
Related Citations

Inherited Genetic Variants Associated with Melanoma BRAF/NRAS Subtypes.
Authors: Thomas N.E. , Edmiston S.N. , Orlow I. , Kanetsky P.A. , Luo L. , Gibbs D.C. , Parrish E.A. , Hao H. , Busam K.J. , Armstrong B.K. , et al. .
Source: The Journal Of Investigative Dermatology, 2018-05-09 00:00:00.0; , .
EPub date: 2018-05-09 00:00:00.0.
PMID: 29753029
Related Citations

Associations of MC1R genotype and patient phenotypes with BRAF and NRAS mutations in melanoma.
Authors: Thomas N.E. , Edmiston S.N. , Kanetsky P.A. , Busam K.J. , Kricker A. , Armstrong B.K. , Cust A.E. , Anton-Culver H. , Gruber S.B. , Luo L. , et al. .
Source: The Journal Of Investigative Dermatology, 2017-08-22 00:00:00.0; , .
EPub date: 2017-08-22 00:00:00.0.
PMID: 28842324
Related Citations

Association of Incident Amelanotic Melanoma With Phenotypic Characteristics, MC1R Status, and Prior Amelanotic Melanoma.
Authors: Vernali S. , Waxweiler W.T. , Dillon P.M. , Kanetsky P.A. , Orlow I. , Luo L. , Busam K.J. , Kricker A. , Armstrong B.K. , Anton-Culver H. , et al. .
Source: Jama Dermatology, 2017-07-26 00:00:00.0; , .
EPub date: 2017-07-26 00:00:00.0.
PMID: 28746718
Related Citations

No association between prediagnosis exercise and survival in patients with high-risk primary melanoma: A population-based study.
Authors: Schwitzer E. , Orlow I. , Zabor E.C. , Begg C.B. , Berwick M. , Thomas N.E. , Kanetsky P.A. , Jones L.W. , GEM Study Group .
Source: Pigment Cell & Melanoma Research, 2017 Jul; 30(4), p. 424-427.
EPub date: 2017-06-08 00:00:00.0.
PMID: 28397350
Related Citations

Functional melanoma-risk variant IRF4 rs12203592 associated with Breslow thickness: a pooled international study of primary melanomas.
Authors: Gibbs D.C. , Ward S.V. , Orlow I. , Cadby G. , Kanetsky P.A. , Luo L. , Busam K.J. , Kricker A. , Armstrong B.K. , Cust A.E. , et al. .
Source: The British Journal Of Dermatology, 2017-07-01 00:00:00.0; , .
EPub date: 2017-07-01 00:00:00.0.
PMID: 28667740
Related Citations

Nevus count associations with pigmentary phenotype, histopathological melanoma characteristics and survival from melanoma.
Authors: Taylor N.J. , Thomas N.E. , Anton-Culver H. , Armstrong B.K. , Begg C.B. , Busam K.J. , Cust A.E. , Dwyer T. , From L. , Gallagher R.P. , et al. .
Source: International Journal Of Cancer, 2016-09-15 00:00:00.0; 139(6), p. 1217-22.
EPub date: 2016-09-15 00:00:00.0.
PMID: 27101944
Related Citations

Association of Interferon Regulatory Factor-4 Polymorphism rs12203592 With Divergent Melanoma Pathways.
Authors: Gibbs D.C. , Orlow I. , Bramson J.I. , Kanetsky P.A. , Luo L. , Kricker A. , Armstrong B.K. , Anton-Culver H. , Gruber S.B. , Marrett L.D. , et al. .
Source: Journal Of The National Cancer Institute, 2016 Jul; 108(7), .
PMID: 26857527
Related Citations

A post-hoc Unweighted Analysis of Counter-Matched Case-Control Data.
Authors: Rakovski C. , Langholz B. .
Source: The International Journal Of Biostatistics, 2015 Nov; 11(2), p. 223-32.
PMID: 26351961
Related Citations

Inherited variation at MC1R and ASIP and association with melanoma-specific survival.
Authors: Taylor N.J. , Reiner A.S. , Begg C.B. , Cust A.E. , Busam K.J. , Anton-Culver H. , Dwyer T. , From L. , Gallagher R.P. , Gruber S.B. , et al. .
Source: International Journal Of Cancer, 2015-06-01 00:00:00.0; 136(11), p. 2659-67.
EPub date: 2015-06-01 00:00:00.0.
PMID: 25382380
Related Citations

Inherited genetic variants associated with occurrence of multiple primary melanoma.
Authors: Gibbs D.C. , Orlow I. , Kanetsky P.A. , Luo L. , Kricker A. , Armstrong B.K. , Anton-Culver H. , Gruber S.B. , Marrett L.D. , Gallagher R.P. , et al. .
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2015 Jun; 24(6), p. 992-7.
PMID: 25837821
Related Citations

Association Between NRAS and BRAF Mutational Status and Melanoma-Specific Survival Among Patients With Higher-Risk Primary Melanoma.
Authors: Thomas N.E. , Edmiston S.N. , Alexander A. , Groben P.A. , Parrish E. , Kricker A. , Armstrong B.K. , Anton-Culver H. , Gruber S.B. , From L. , et al. .
Source: Jama Oncology, 2015 Jun; 1(3), p. 359-68.
PMID: 26146664
Related Citations

Inherited variation at MC1R and histological characteristics of primary melanoma.
Authors: Taylor N.J. , Busam K.J. , From L. , Groben P.A. , Anton-Culver H. , Cust A.E. , Begg C.B. , Dwyer T. , Gallagher R.P. , Gruber S.B. , et al. .
Source: Plos One, 2015; 10(3), p. e0119920.
PMID: 25790105
Related Citations

Comparison of clinicopathologic features and survival of histopathologically amelanotic and pigmented melanomas: a population-based study.
Authors: Thomas N.E. , Kricker A. , Waxweiler W.T. , Dillon P.M. , Busman K.J. , From L. , Groben P.A. , Armstrong B.K. , Anton-Culver H. , Gruber S.B. , et al. .
Source: Jama Dermatology, 2014 Dec; 150(12), p. 1306-314.
PMID: 25162299
Related Citations

Occupational sun exposure and risk of melanoma according to anatomical site.
Authors: Vuong K. , McGeechan K. , Armstrong B.K. , AMFS Investigators , GEM Investigators , Cust A.E. .
Source: International Journal Of Cancer, 2014-06-01 00:00:00.0; 134(11), p. 2735-41.
EPub date: 2014-06-01 00:00:00.0.
PMID: 24288300
Related Citations

Tumor-infiltrating lymphocyte grade in primary melanomas is independently associated with melanoma-specific survival in the population-based genes, environment and melanoma study.
Authors: Thomas N.E. , Busam K.J. , From L. , Kricker A. , Armstrong B.K. , Anton-Culver H. , Gruber S.B. , Gallagher R.P. , Zanetti R. , Rosso S. , et al. .
Source: Journal Of Clinical Oncology : Official Journal Of The American Society Of Clinical Oncology, 2013-11-20 00:00:00.0; 31(33), p. 4252-9.
EPub date: 2013-11-20 00:00:00.0.
PMID: 24127443
Related Citations

MC1R genotype may modify the effect of sun exposure on melanoma risk in the GEM study.
Authors: Kricker A. , Armstrong B.K. , Goumas C. , Kanetsky P. , Gallagher R.P. , Begg C.B. , Millikan R.C. , Dwyer T. , Rosso S. , Marrett L.D. , et al. .
Source: Cancer Causes & Control : Ccc, 2010 Dec; 21(12), p. 2137-47.
PMID: 20721616
Related Citations

Associations of cumulative sun exposure and phenotypic characteristics with histologic solar elastosis.
Authors: Thomas N.E. , Kricker A. , From L. , Busam K. , Millikan R.C. , Ritchey M.E. , Armstrong B.K. , Lee-Taylor J. , Marrett L.D. , Anton-Culver H. , et al. .
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2010 Nov; 19(11), p. 2932-41.
PMID: 20802019
Related Citations

A metastasis or a second independent cancer? Evaluating the clonal origin of tumors using array copy number data.
Authors: Ostrovnaya I. , Olshen A.B. , Seshan V.E. , Orlow I. , Albertson D.G. , Begg C.B. .
Source: Statistics In Medicine, 2010-07-10 00:00:00.0; 29(15), p. 1608-21.
PMID: 20205270
Related Citations

Evaluating Cancer Epidemiologic Risk Factors Using Multiple Primary Malignancies
Authors: Kuligina E. , Reiner A. , Imyanitov E.N. , Begg C.B. .
Source: Epidemiology (cambridge, Mass.), 2010 May; 21(3), p. 366-72.
PMID: 20299982
Related Citations

Characterization Of Brca1 And Brca2 Deleterious Mutations And Variants Of Unknown Clinical Significance In Unilateral And Bilateral Breast Cancer: The Wecare Study
Authors: Borg A. , Haile R.W. , Malone K.E. , Capanu M. , Diep A. , Törngren T. , Teraoka S. , Begg C.B. , Thomas D.C. , Concannon P. , et al. .
Source: Human Mutation, 2010 Mar; 31(3), p. E1200-40.
PMID: 20104584
Related Citations

Comparison Of Properties Of Tests For Assessing Tumor Clonality
Authors: Ostrovnaya,I. , Seshan,V.E. , Begg,C.B. .
Source: Biometrics, 2008 Dec; 64(4), p. 1018-22.
PMID: 18266893
Related Citations

Variants in the ATM gene associated with a reduced risk of contralateral breast cancer.
Authors: Concannon P. , Haile R.W. , Børresen-Dale A.L. , Rosenstein B.S. , Gatti R.A. , Teraoka S.N. , Diep T.A. , Jansen L. , Atencio D.P. , Langholz B. , et al. .
Source: Cancer Research, 2008-08-15 00:00:00.0; 68(16), p. 6486-91.
PMID: 18701470
Related Citations

Estimating the empirical Lorenz curve and Gini coefficient in the presence of error with nested data.
Authors: Moskowitz C.S. , Seshan V.E. , Riedel E.R. , Begg C.B. .
Source: Statistics In Medicine, 2008-07-20 00:00:00.0; 27(16), p. 3191-208.
PMID: 18172873
Related Citations

A Genome-wide Association Study Implicates Diacylglycerol Kinase Eta (dgkh) And Several Other Genes In The Etiology Of Bipolar Disorder
Authors: Baum,A.E. , Akula,N. , Cabanero,M. , Cardona,I. , Corona,W. , Klemens,B. , Schulze,T.G. , Cichon,S. , Rietschel,M. , Nöthen,M.M. , et al. .
Source: Molecular Psychiatry, 2008 Feb; 13(2), p. 197-207.
PMID: 17486107
Related Citations

Variation of breast cancer risk among BRCA1/2 carriers.
Authors: Begg C.B. , Haile R.W. , Borg A. , Malone K.E. , Concannon P. , Thomas D.C. , Langholz B. , Bernstein L. , Olsen J.H. , Lynch C.F. , et al. .
Source: Jama, 2008-01-09 00:00:00.0; 299(2), p. 194-201.
PMID: 18182601
Related Citations

Genetic heterogeneity among Fanconi anemia heterozygotes and risk of cancer.
Authors: Berwick M. , Satagopan J.M. , Ben-Porat L. , Carlson A. , Mah K. , Henry R. , Diotti R. , Milton K. , Pujara K. , Landers T. , et al. .
Source: Cancer Research, 2007-10-01 00:00:00.0; 67(19), p. 9591-6.
PMID: 17909071
Related Citations

Statistical Tests For Clonality
Authors: Begg,C.B. , Eng,K.H. , Hummer,A.J. .
Source: Biometrics, 2007 Jun; 63(2), p. 522-30.
PMID: 17688504
Related Citations

CDKN2A germline mutations in individuals with cutaneous malignant melanoma.
Authors: Orlow I. , Begg C.B. , Cotignola J. , Roy P. , Hummer A.J. , Clas B.A. , Mujumdar U. , Canchola R. , Armstrong B.K. , Kricker A. , et al. .
Source: The Journal Of Investigative Dermatology, 2007 May; 127(5), p. 1234-43.
PMID: 17218939
Related Citations

Ambient UV, personal sun exposure and risk of multiple primary melanomas.
Authors: Kricker A. , Armstrong B.K. , Goumas C. , Litchfield M. , Begg C.B. , Hummer A.J. , Marrett L.D. , Theis B. , Millikan R.C. , Thomas N. , et al. .
Source: Cancer Causes & Control : Ccc, 2007 Apr; 18(3), p. 295-304.
PMID: 17206532
Related Citations

Population-based study of natural variation in the melanocortin-1 receptor gene and melanoma.
Authors: Kanetsky P.A. , Rebbeck T.R. , Hummer A.J. , Panossian S. , Armstrong B.K. , Kricker A. , Marrett L.D. , Millikan R.C. , Gruber S.B. , Culver H.A. , et al. .
Source: Cancer Research, 2006-09-15 00:00:00.0; 66(18), p. 9330-7.
PMID: 16982779
Related Citations

The prevalence of CDKN2A germ-line mutations and relative risk for cutaneous malignant melanoma: an international population-based study.
Authors: Berwick M. , Orlow I. , Hummer A.J. , Armstrong B.K. , Kricker A. , Marrett L.D. , Millikan R.C. , Gruber S.B. , Anton-Culver H. , Zanetti R. , et al. .
Source: Cancer Epidemiology, Biomarkers & Prevention : A Publication Of The American Association For Cancer Research, Cosponsored By The American Society Of Preventive Oncology, 2006 Aug; 15(8), p. 1520-5.
PMID: 16896043
Related Citations

Polymorphisms in nucleotide excision repair genes and risk of multiple primary melanoma: the Genes Environment and Melanoma Study.
Authors: Millikan R.C. , Hummer A. , Begg C. , Player J. , de Cotret A.R. , Winkel S. , Mohrenweiser H. , Thomas N. , Armstrong B. , Kricker A. , et al. .
Source: Carcinogenesis, 2006 Mar; 27(3), p. 610-8.
PMID: 16258177
Related Citations

Lifetime risk of melanoma in CDKN2A mutation carriers in a population-based sample.
Authors: Begg C.B. , Orlow I. , Hummer A.J. , Armstrong B.K. , Kricker A. , Marrett L.D. , Millikan R.C. , Gruber S.B. , Anton-Culver H. , Zanetti R. , et al. .
Source: Journal Of The National Cancer Institute, 2005-10-19 00:00:00.0; 97(20), p. 1507-15.
PMID: 16234564
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Integration Of Gene Expression Profiling And Clinical Variables To Predict Prostate Carcinoma Recurrence After Radical Prostatectomy
Authors: Stephenson,A.J. , Smith,A. , Kattan,M.W. , Satagopan,J. , Reuter,V.E. , Scardino,P.T. , Gerald,W.L. .
Source: Cancer, 2005-07-15 00:00:00.0; 104(2), p. 290-8.
PMID: 15948174
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Quantitative Trait Locus Study Design From An Information Perspective
Authors: Sen,S. , Satagopan,J.M. , Churchill,G.A. .
Source: Genetics, 2005 May; 170(1), p. 447-64.
PMID: 15781700
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A note on competing risks in survival data analysis.
Authors: Satagopan J.M. , Ben-Porat L. , Berwick M. , Robson M. , Kutler D. , Auerbach A.D. .
Source: British Journal Of Cancer, 2004-10-04 00:00:00.0; 91(7), p. 1229-35.
PMID: 15305188
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Two-stage Designs For Gene-disease Association Studies With Sample Size Constraints
Authors: Satagopan J.M. , Venkatraman E.S. , Begg C.B. .
Source: Biometrics, 2004 Sep; 60(3), p. 589-97.
PMID: 15339280
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