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Polymorphisms in the mTOR-PI3K-Akt pathway, energy balance-related exposures and colorectal cancer risk in the Netherlands Cohort Study

Authors :
Colinda C.J.M. Simons
Leo J. Schouten
Roger W.L. Godschalk
Frederik-Jan van Schooten
Monika Stoll
Kristel Van Steen
Piet A. van den Brandt
Matty P. Weijenberg
Source :
BioData Mining, Vol 15, Iss 1, Pp 1-20 (2022)
Publication Year :
2022
Publisher :
BMC, 2022.

Abstract

Abstract Background The mTOR-PI3K-Akt pathway influences cell metabolism and (malignant) cell growth. We generated sex-specific polygenic risk scores capturing natural variation in 7 out of 10 top-ranked genes in this pathway. We studied the scores directly and in interaction with energy balance-related factors (body mass index (BMI), trouser/skirt size, height, physical activity, and early life energy restriction) in relation to colorectal cancer (CRC) risk in the Netherlands Cohort Study (NLCS) (n=120,852). The NLCS has a case-cohort design and 20.3 years of follow-up. Participants completed a baseline questionnaire on diet and cancer in 1986 when 55–69 years old. ~75% of the cohort returned toenail clippings used for DNA isolation and genotyping (n subcohort=3,793, n cases=3,464). To generate the scores, the dataset was split in two and risk alleles were defined and weighted based on sex-specific associations with CRC risk in the other dataset half, because there were no SNPs in the top-ranked genes associated with CRC risk in previous genome-wide association studies at a significance level p

Details

Language :
English
ISSN :
17560381
Volume :
15
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BioData Mining
Publication Type :
Academic Journal
Accession number :
edsdoj.2c838d2530a6442893a79d5f3516e9ca
Document Type :
article
Full Text :
https://doi.org/10.1186/s13040-021-00286-3