A Genome-Wide Scan to Detect Loci Associated with Multiple Primary Cancers
Principal Investigator
Name
Sonja Berndt
Institution
National Cancer Institute
Position Title
Senior Investigator
Email
About this CDAS Project
Study
PLCO
(Learn more about this study)
Project ID
PLCO-210
Initial CDAS Request Approval
May 31, 2016
Title
A Genome-Wide Scan to Detect Loci Associated with Multiple Primary Cancers
Summary
A recent National Cancer Institute monograph calculated that approximately 14% of cancer survivors will go on to develop a second malignancy by 25 years of follow-up [1]. Even among families without a known mutation [2, 3], family history of cancer is a strong determinant of individual cancer risk, indicating the contribution of a genetic mechanism to these cancers [4]. Large, population-based linked registries have demonstrated increased risk of cancer not only in families where the index case had an early-onset cancer, but also in families where the index case developed cancer at later ages [4, 5]. GWAS have been extremely successful in identifying common loci for cancers, such as breast [6] and prostate [7], but no genome-wide association study (GWAS) has yet been published for second primary cancers outside of survivors of Hodgkin lymphoma [8]. We therefore propose to take advantage of the existing GWAS data within PLCO to identify new loci associated with multiple primary cancers.
The proposed study will use a case-control design. Cases will be European-ancestry participants with genotype data and at least two pathologically confirmed cancers as defined by the SEER multiple primary rules. Controls will be all European-ancestry participants with genotype data who have never been diagnosed with any cancer, except non-melanoma skin cancer. With approximately 15,345 primary cancer diagnoses within GWAS data in PLCO, and assuming a 5.74% rate of second cancers, we expect around 881 cases of multiple primary cancers for our proposed analysis.
1. Curtis RE, Freedman DM, Ron E, Ries LAG, Hacker DG, Edwards BK, Tucker MA, Fraumeni JF, Jr., (eds): New Malignancies Among Cancer Survivors: SEER Cancer Registries, 1973-2000. . NIH Publications 2006, No. 05-5302.
2. Czene K, Lichtenstein P, Hemminki K: Environmental and heritable causes of cancer among 9.6 million individuals in the Swedish Family-Cancer Database. International journal of cancer Journal international du cancer 2002, 99(2):260-266.
3. Lichtenstein P, et al: Environmental and heritable factors in the causation of cancer–analyses of cohorts of twins from Sweden, Denmark, and Finland. The New England journal of medicine 2000, 343(2):78-85.
4. Kerber RA, O'Brien E: A cohort study of cancer risk in relation to family histories of cancer in the Utah population database. Cancer 2005, 103(9):1906-1915.
5. Kharazmi E, Fallah M, Sundquist K, Hemminki K: Familial risk of early and late onset cancer: nationwide prospective cohort study. Bmj 2012, 345:e8076.
6. Michailidou K, et al: Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer. Nature genetics 2015, 47(4):373-380.
7. Hoffmann TJ, et al: A large multiethnic genome-wide association study of prostate cancer identifies novel risk variants and substantial ethnic differences. Cancer discovery 2015, 5(8):878-891.
8. Best T, et al: Variants at 6q21 implicate PRDM1 in the etiology of therapy-induced second malignancies after Hodgkin's lymphoma. Nature medicine 2011, 17(8):941-943.
The proposed study will use a case-control design. Cases will be European-ancestry participants with genotype data and at least two pathologically confirmed cancers as defined by the SEER multiple primary rules. Controls will be all European-ancestry participants with genotype data who have never been diagnosed with any cancer, except non-melanoma skin cancer. With approximately 15,345 primary cancer diagnoses within GWAS data in PLCO, and assuming a 5.74% rate of second cancers, we expect around 881 cases of multiple primary cancers for our proposed analysis.
1. Curtis RE, Freedman DM, Ron E, Ries LAG, Hacker DG, Edwards BK, Tucker MA, Fraumeni JF, Jr., (eds): New Malignancies Among Cancer Survivors: SEER Cancer Registries, 1973-2000. . NIH Publications 2006, No. 05-5302.
2. Czene K, Lichtenstein P, Hemminki K: Environmental and heritable causes of cancer among 9.6 million individuals in the Swedish Family-Cancer Database. International journal of cancer Journal international du cancer 2002, 99(2):260-266.
3. Lichtenstein P, et al: Environmental and heritable factors in the causation of cancer–analyses of cohorts of twins from Sweden, Denmark, and Finland. The New England journal of medicine 2000, 343(2):78-85.
4. Kerber RA, O'Brien E: A cohort study of cancer risk in relation to family histories of cancer in the Utah population database. Cancer 2005, 103(9):1906-1915.
5. Kharazmi E, Fallah M, Sundquist K, Hemminki K: Familial risk of early and late onset cancer: nationwide prospective cohort study. Bmj 2012, 345:e8076.
6. Michailidou K, et al: Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer. Nature genetics 2015, 47(4):373-380.
7. Hoffmann TJ, et al: A large multiethnic genome-wide association study of prostate cancer identifies novel risk variants and substantial ethnic differences. Cancer discovery 2015, 5(8):878-891.
8. Best T, et al: Variants at 6q21 implicate PRDM1 in the etiology of therapy-induced second malignancies after Hodgkin's lymphoma. Nature medicine 2011, 17(8):941-943.
Aims
Specific Aim 1: Evaluate the association between genetic variants and risk of multiple cancers by performing a GWAS in a population-based prospective cohort.
Specific Aim 2: Explore the potential for heterogeneity of genetic risk of multiple cancers by cancer type by utilizing novel statistical techniques for GWAS.
Collaborators
Sonja I. Berndt, NCI/DCEG
Kai Yu, NCI/DCEG
Lindsay M. Morton, NCI/DCEG
Meredith Yeager, NCI/CGR
Nilanjan Chatterjee, Johns Hopkins University