4.5 Article

Estimating the heritability of colorectal cancer

期刊

HUMAN MOLECULAR GENETICS
卷 23, 期 14, 页码 3898-3905

出版社

OXFORD UNIV PRESS
DOI: 10.1093/hmg/ddu087

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资金

  1. GECCO: National Cancer Institute, National Institutes of Health, U.S. Department of Health and Human Services [U01 CA137088, R01 CA059045, U01 CA164930]
  2. COLO2&3: National Institutes of Health [R01 CA60987]
  3. DACHS: German Research Council (Deutsche Forschungsgemeinschaft) [BR 1704/6-1, BR 1704/6-3, BR 1704/6-4, CH117/1-1]
  4. German Federal Ministry of Education and Research [01KH0404, 01ER0814]
  5. DALS: National Institutes of Health [R01 CA48998]
  6. National Institutes of Health [P01 CA 055075, UM1 CA167552, R01 137178, CA42182, R01 CA137178, P01 CA 087969, P50 CA 127003]
  7. MEC: National Institutes of Health [R37 CA54281, P01 CA033619, R01 CA63464]
  8. PLCO: Intramural Research Program of the Division of Cancer Epidemiology and Genetics
  9. Division of Cancer Prevention, National Cancer Institute, NIH, DHHS
  10. National Institutes of Health (NIH)
  11. Genes, Environment and Health Initiative (GEI) [Z01 CP 010200]
  12. NIH [U01 HG004446]
  13. NIH GEI [U01 HG 004438]
  14. National Heart, Lung, and Blood Institute, National Institutes of Health, U.S. Department of Health and Human Services [HHSN268 201100046C, HHSN268201100001C, HHSN268201100002C, HHSN268201100003C, HHSN268201100004C, HHSN27 1201100004C]

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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 in GWAS was 0.65% (95% CI:0.3-1%; P = 1.11 x 10-16), whereas the heritability explained by all common SNPs was at least 7.42% (95% CI: 4.71-10.12%; P = 8.13 x 10(-8)), suggesting that many 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 x smoking interaction explained a significant proportion of the CRC variance (P = 1.26 x 10(-2)). In summary, our results suggest that known CRC SNPs only explain a small proportion of the heritability and more common SNPs have yet to be identified.

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