TY - JOUR
T1 - Strengthening the Evidence for a Causal Link between Type 2 Diabetes Mellitus and Pancreatic Cancer
T2 - Insights from Two-Sample and Multivariable Mendelian Randomization
AU - Ke, Te-Min
AU - Lophatananon, Artitaya
AU - Muir, Kenneth R.
PY - 2024/5/1
Y1 - 2024/5/1
N2 - This two-sample Mendelian randomization (MR) study was conducted to investigate the causal associations between type 2 diabetes mellitus (T2DM) and the risk of pancreatic cancer (PaCa), as this causal relationship remains inconclusive in existing MR studies. The selection of instrumental variables for T2DM was based on two genome-wide association study (GWAS) meta-analyses from European cohorts. Summary-level data for PaCa were extracted from the FinnGen and UK Biobank databases. Inverse variance weighted (IVW) and four other robust methods were employed in our MR analysis. Various sensitivity analyses and multivariable MR approaches were also performed to enhance the robustness of our findings. In the IVW and Mendelian Randomization Pleiotropy RESidual Sum and Outlier (MR-PRESSO) analyses, the odds ratios (ORs) for each 1-unit increase in genetically predicted log odds of T2DM were approximately 1.13 for PaCa. The sensitivity tests and multivariable MR supported the causal link between T2DM and PaCa without pleiotropic effects. Therefore, our analyses suggest a causal relationship between T2DM and PaCa, shedding light on the potential pathophysiological mechanisms of T2DM’s impact on PaCa. This finding underscores the importance of T2DM prevention as a strategy to reduce the risk of PaCa.
AB - This two-sample Mendelian randomization (MR) study was conducted to investigate the causal associations between type 2 diabetes mellitus (T2DM) and the risk of pancreatic cancer (PaCa), as this causal relationship remains inconclusive in existing MR studies. The selection of instrumental variables for T2DM was based on two genome-wide association study (GWAS) meta-analyses from European cohorts. Summary-level data for PaCa were extracted from the FinnGen and UK Biobank databases. Inverse variance weighted (IVW) and four other robust methods were employed in our MR analysis. Various sensitivity analyses and multivariable MR approaches were also performed to enhance the robustness of our findings. In the IVW and Mendelian Randomization Pleiotropy RESidual Sum and Outlier (MR-PRESSO) analyses, the odds ratios (ORs) for each 1-unit increase in genetically predicted log odds of T2DM were approximately 1.13 for PaCa. The sensitivity tests and multivariable MR supported the causal link between T2DM and PaCa without pleiotropic effects. Therefore, our analyses suggest a causal relationship between T2DM and PaCa, shedding light on the potential pathophysiological mechanisms of T2DM’s impact on PaCa. This finding underscores the importance of T2DM prevention as a strategy to reduce the risk of PaCa.
KW - Humans
KW - Diabetes Mellitus, Type 2/genetics
KW - Mendelian Randomization Analysis
KW - Pancreatic Neoplasms/genetics
KW - Genome-Wide Association Study
KW - Polymorphism, Single Nucleotide
KW - Genetic Predisposition to Disease
KW - Odds Ratio
KW - Risk Factors
UR - https://www.scopus.com/pages/publications/85192755007
UR - https://www.mendeley.com/catalogue/c234688f-f551-37e8-be44-6e45f80aed70/
U2 - 10.3390/ijms25094615
DO - 10.3390/ijms25094615
M3 - Article
C2 - 38731833
SN - 1661-6596
VL - 25
JO - International Journal of Molecular Sciences
JF - International Journal of Molecular Sciences
IS - 9
M1 - 4615
ER -