TY - JOUR
T1 - A phenome-wide Mendelian randomization study of pancreatic cancer using summary genetic data
AU - Langdon, Ryan J.
AU - Richmond, Rebecca C.
AU - Hemani, Gibran
AU - Zheng, Jie
AU - Wade, Kaitlin H.
AU - Carreras-Torres, Robert
AU - Johansson, Mattias
AU - Brennan, Paul
AU - Wootton, Robyn E.
AU - Munafo, Marcus R.
AU - Smith, George Davey
AU - Relton, Caroline L.
AU - Vincent, Emma E.
AU - Martin, Richard M.
AU - Haycock, Philip
N1 - Publisher Copyright:
© 2019 American Association for Cancer Research.
PY - 2019/12/1
Y1 - 2019/12/1
N2 - Background: The 5-year mortality rate for pancreatic cancer is among the highest of all cancers. Greater understanding of underlying causes could inform population-wide intervention strategies for prevention. Summary genetic data from genomewide association studies (GWAS) have become available for thousands of phenotypes. These data can be exploited in Mendelian randomization (MR) phenome-wide association studies (PheWAS) to efficiently screen the phenome for potential determinants of disease risk. Methods: We conducted an MR-PheWAS of pancreatic cancer using 486 phenotypes, proxied by 9,124 genetic variants, and summary genetic data from a GWAS of pancreatic cancer (7,110 cancer cases, 7,264 controls). ORs and 95% confidence intervals per 1 SD increase in each phenotype were generated. Results: We found evidence that previously reported risk factors of body mass index (BMI; 1.46; 1.20-1.78) and hip circumference (1.42; 1.21-1.67) were associated with pancreatic cancer. We also found evidence of novel associations with metabolites that have not previously been implicated in pancreatic cancer: ADpSGEGDFXAEGGGVR*, a fibrinogen-cleavage peptide (1.60; 1.31-1.95), and O-sulfo-L-tyrosine (0.58; 0.46-0.74). An inverse association was also observed with lung adenocarcinoma (0.63; 0.54-0.74). Conclusions: Markers of adiposity (BMI and hip circumference) are potential intervention targets for pancreatic cancer prevention. Further clarification of the causal relevance of the fibrinogen-cleavage peptides and O-sulfo-L-tyrosine in pancreatic cancer etiology is required, as is the basis of our observed association with lung adenocarcinoma. Impact: For pancreatic cancer, MR-PheWAS can augment existing risk factor knowledge and generate novel hypotheses to investigate.
AB - Background: The 5-year mortality rate for pancreatic cancer is among the highest of all cancers. Greater understanding of underlying causes could inform population-wide intervention strategies for prevention. Summary genetic data from genomewide association studies (GWAS) have become available for thousands of phenotypes. These data can be exploited in Mendelian randomization (MR) phenome-wide association studies (PheWAS) to efficiently screen the phenome for potential determinants of disease risk. Methods: We conducted an MR-PheWAS of pancreatic cancer using 486 phenotypes, proxied by 9,124 genetic variants, and summary genetic data from a GWAS of pancreatic cancer (7,110 cancer cases, 7,264 controls). ORs and 95% confidence intervals per 1 SD increase in each phenotype were generated. Results: We found evidence that previously reported risk factors of body mass index (BMI; 1.46; 1.20-1.78) and hip circumference (1.42; 1.21-1.67) were associated with pancreatic cancer. We also found evidence of novel associations with metabolites that have not previously been implicated in pancreatic cancer: ADpSGEGDFXAEGGGVR*, a fibrinogen-cleavage peptide (1.60; 1.31-1.95), and O-sulfo-L-tyrosine (0.58; 0.46-0.74). An inverse association was also observed with lung adenocarcinoma (0.63; 0.54-0.74). Conclusions: Markers of adiposity (BMI and hip circumference) are potential intervention targets for pancreatic cancer prevention. Further clarification of the causal relevance of the fibrinogen-cleavage peptides and O-sulfo-L-tyrosine in pancreatic cancer etiology is required, as is the basis of our observed association with lung adenocarcinoma. Impact: For pancreatic cancer, MR-PheWAS can augment existing risk factor knowledge and generate novel hypotheses to investigate.
UR - http://www.scopus.com/inward/record.url?scp=85076032484&partnerID=8YFLogxK
U2 - 10.1158/1055-9965.EPI-19-0036
DO - 10.1158/1055-9965.EPI-19-0036
M3 - Article
C2 - 31315910
AN - SCOPUS:85076032484
SN - 1055-9965
VL - 28
SP - 2070
EP - 2078
JO - Cancer Epidemiology Biomarkers and Prevention
JF - Cancer Epidemiology Biomarkers and Prevention
IS - 12
ER -