TY - JOUR
T1 - Estimating the heritability of colorectal cancer
AU - Jiao, Shuo
AU - Peters, Ulrike
AU - Berndt, Sonja
AU - Brenner, Hermann
AU - Butterbach, Katja
AU - Caan, Bette J.
AU - Carlson, Christopher S.
AU - Chan, Andrew T.
AU - Chang-Claude, Jenny
AU - Chanock, Stephen
AU - Curtis, Keith R.
AU - Duggan, David
AU - Gong, Jian
AU - Harrison, Tabitha A.
AU - Hayes, Richard B.
AU - Henderson, Brian E.
AU - Hoffmeister, Michael
AU - Kolonel, Laurence N.
AU - Marchand, Loic Le
AU - Potter, John D.
AU - Rudolph, Anja
AU - Schoen, Robert E.
AU - Seminara, Daniela
AU - Slattery, Martha L.
AU - White, Emily
AU - Hsu, Li
N1 - Funding Information:
The work was supported by: GECCO: National Cancer Institute, National Institutes of Health, U.S. Department of Health and Human Services (U01 CA137088; R01 CA059045; U01 CA164930). COLO2&3: National Institutes of Health (R01 CA60987). DACHS: German Research Council (Deutsche For-schungsgemeinschaft, BR 1704/6-1, BR 1704/6-3, BR 1704/6-4 and CH 117/1-1), and the German Federal Ministry of Education and Research (01KH0404 and 01ER0814). DALS: National Institutes of Health (R01 CA48998 to M.L.S.); HPFS is supported by the National Institutes of Health (P01 CA 055075, UM1 CA167552, R01 137178 and P50 CA 127003), NHS by the National Institutes of Health (R01 CA137178, P01 CA 087969 and P50 CA 127003) and PHS by the National Institutes of Health (CA42182). MEC: National Institutes of Health (R37 CA54281, P01 CA033619 and R01 CA63464). PLCO: Intramural Research Program of the Division of Cancer Epidemiology and Genetics and supported by contracts from the Division of Cancer Prevention, National Cancer Institute, NIH, DHHS. Additionally, a subset of control samples were genotyped as part of the Cancer Genetic Markers of Susceptibility (CGEMS) Prostate Cancer GWAS (50), Colon CGEMS pancreatic cancer scan (PanScan) (51,52) and the Lung Cancer and Smoking study. The prostate and PanScan study datasets were accessed with appropriate approval through the dbGaP online resource (http://cgems.cancer.gov/data/) accession numbers phs000207v.1p1 and phs000206.v3.p2, respectively, and the lung datasets were accessed from the dbGaP website (http:// www.ncbi.nlm.nih.gov/gap) through accession number phs000093 v2.p2. Funding for the Lung Cancer and Smoking study was provided by National Institutes of Health (NIH), Genes, Environment and Health Initiative (GEI) Z01 CP 010200, NIH U01 HG004446 and NIH GEI U01 HG 004438. For the lung study, the GENEVA Coordinating Center provided assistance with genotype cleaning and general study coordination, and the Johns Hopkins University Center for Inherited Disease Research conducted genotyping. VITAL: National Institutes of Health (K05 CA154337). WHI: The WHI program is funded by the National Heart, Lung, and Blood Institute, National Institutes of Health, U.S. Department of Health and Human Services through contracts HHSN268 201100046C, HHSN268201100001C, HHSN268201100002C, HHSN268201100003C, HHSN268201100004C and HHSN27 1201100004C.
PY - 2014/7
Y1 - 2014/7
N2 - A sizable fraction of colorectal cancer (CRC) is expected to be explained by heritable factors, with heritability estimates ranging from 12 to 35% twin and family studies. Genome-wide association studies (GWAS) have successfully identified a number of common single-nucleotide polymorphisms (SNPs) associated with CRC risk. Although it has been shown that these CRC susceptibility SNPs only explain a small proportion of the genetic risk, it is not clear how much of the heritability these SNPs explain and how much is left to be detected by other, yet to be identified, common SNPs. Therefore, we estimated the heritability of CRC under different scenarios using Genome-Wide Complex Trait Analysis in the Genetics and Epidemiology of Colorectal Cancer Consortium including 8025 cases and 10 814 controls. We estimated that the heritability explained by known common CRC SNPs identified inGWASwas 0.65% (95% CI:0.3-1%; P = 1.11 × 10-16), whereas the heritability explained byallcommonSNPswasat least 7.42% (95%CI: 4.71-10.12%;P = 8.13 × 10-8), suggesting thatmany common variants associated with CRC risk remain to be detected. Comparing the heritability explained by the common variants with that from twin and family studies, a fraction of the heritability may be explained by other genetic variants, such as rare variants. In addition, our analysis showed that the gene 3 smoking interaction explained a significant proportionof theCRCvariance (P = 1.26 × 10-2). Insummary, our results suggest that known CRC SNPs only explain a small proportion of the heritability and more common SNPs have yet to be identified.
AB - A sizable fraction of colorectal cancer (CRC) is expected to be explained by heritable factors, with heritability estimates ranging from 12 to 35% twin and family studies. Genome-wide association studies (GWAS) have successfully identified a number of common single-nucleotide polymorphisms (SNPs) associated with CRC risk. Although it has been shown that these CRC susceptibility SNPs only explain a small proportion of the genetic risk, it is not clear how much of the heritability these SNPs explain and how much is left to be detected by other, yet to be identified, common SNPs. Therefore, we estimated the heritability of CRC under different scenarios using Genome-Wide Complex Trait Analysis in the Genetics and Epidemiology of Colorectal Cancer Consortium including 8025 cases and 10 814 controls. We estimated that the heritability explained by known common CRC SNPs identified inGWASwas 0.65% (95% CI:0.3-1%; P = 1.11 × 10-16), whereas the heritability explained byallcommonSNPswasat least 7.42% (95%CI: 4.71-10.12%;P = 8.13 × 10-8), suggesting thatmany common variants associated with CRC risk remain to be detected. Comparing the heritability explained by the common variants with that from twin and family studies, a fraction of the heritability may be explained by other genetic variants, such as rare variants. In addition, our analysis showed that the gene 3 smoking interaction explained a significant proportionof theCRCvariance (P = 1.26 × 10-2). Insummary, our results suggest that known CRC SNPs only explain a small proportion of the heritability and more common SNPs have yet to be identified.
UR - http://www.scopus.com/inward/record.url?scp=84902993335&partnerID=8YFLogxK
U2 - 10.1093/hmg/ddu087
DO - 10.1093/hmg/ddu087
M3 - Article
C2 - 24562164
AN - SCOPUS:84902993335
SN - 0964-6906
VL - 23
SP - 3898
EP - 3905
JO - Human Molecular Genetics
JF - Human Molecular Genetics
IS - 14
M1 - ddu087
ER -