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Updated: Apr 14, 2026

Genome-Wide Analysis of DNA Methylation in Gastrointestinal Cancer
Published on: September 18, 2020
A Potential Target for Suppressing Pancreatic Cancer: PDGFRB Regulated by DNA Methylation
Yili Li1, Qiuran Liang1, Shu Li1
1Beijing University of Chinese Medicine, Beijing, China.
Introduction:
Pancreatic Cancer (PC) remains highly lethal with limited treatment options. The causal roles of DNA methylation and protein Quantitative Trait Loci (pQTL) in its development are not fully understood, warranting further investigation into potential mechanisms and therapeutic targets.
Methods:
We integrated data from the IEU Open GWAS (n = 476,245), GoDMC (n = 27,750), and a large-scale pQTL study (n = 35,559) to perform Mendelian randomization (MR) analyses and identify potential causal genes and regulatory mechanisms for PC. The inverse variance weighted (IVW) method was used as the primary approach, with robustness assessed through a series of sensitivity analyses. Single-cell RNA sequencing data were used to validate gene expression patterns, and mediation analysis was applied to evaluate the role of gene expression in linking DNA methylation to PC risk.
Results:
MR analysis identified a significant inverse association between the Platelet-Derived Growth Factor Receptor Beta (PDGFRB) expression and PC risk(OR=0.9179, 95% CI=0.8837- 0.9535, P=9.96×10-6). Sensitivity analyses confirmed the absence of heterogeneity and pleiotropy. Notably, PDGFRB expression was enriched in pancreatic islet-derived single-cell RNA sequencing datasets, suggesting a potential protective role in pancreatic microenvironment homeostasis. Mediation analysis revealed that DNA methylation at locus cg11042320 mediated 97.62% of the association between PDGFRB and PC, underscoring its regulatory importance.
Discussion:
Using an integrative MR framework linking pQTLs, mQTLs, and single-cell data, we identify PDGFRB as a protective factor for pancreatic cancer, with cg11042320 methylation as a key upstream regulator. These results outline a causal path from methylation to expression to risk and suggest PDGFRB helps stabilize the tumor microenvironment. Clinically, PDGFRB expression and cg11042320 methylation may support risk stratification and selection of epigenetic or microenvironment-targeted therapies.
Conclusion:
Two-sample MR showsthat higher PDGFRB expression is associated with lower pancreatic cancer risk (IVW OR ≈0.92), primarily mediated by cg11042320 methylation (~98%), with findings robust to heterogeneity and pleiotropy tests. Together with single-cell evidence, these data prioritize PDGFRB and its epigenetic regulation as actionable targets and ensure functional and multi-ancestry validation.
Insights
Platelet-Derived Growth Factor Receptor Beta (PDGFRB) expression is linked to lower pancreatic cancer risk. DNA methylation at cg11042320 is a key regulator, suggesting PDGFRB as a therapeutic target.
Area of Science:
- Genetics and Genomics
- Cancer Biology
- Epigenetics
Background:
- Pancreatic cancer (PC) has a high mortality rate and limited treatment options.
- The roles of DNA methylation and protein Quantitative Trait Loci (pQTL) in PC development require further investigation.
Purpose of the Study:
- To investigate the causal relationship between gene expression, DNA methylation, and pancreatic cancer risk.
- To identify potential therapeutic targets for PC by integrating genetic and epigenetic data.
Main Methods:
- Mendelian randomization (MR) analysis using large-scale GWAS, mQTL, and pQTL datasets.
- Sensitivity analyses to assess robustness against heterogeneity and pleiotropy.
- Single-cell RNA sequencing and mediation analysis to explore regulatory mechanisms.
Main Results:
- Higher Platelet-Derived Growth Factor Receptor Beta (PDGFRB) expression was associated with reduced PC risk (OR ≈ 0.92).
- DNA methylation at cg11042320 was found to mediate approximately 98% of this association.
- PDGFRB expression was enriched in pancreatic islets, suggesting a protective role.
Conclusions:
- PDGFRB acts as a protective factor against pancreatic cancer, regulated by cg11042320 methylation.
- This study establishes a causal pathway from methylation to gene expression to PC risk.
- PDGFRB and its epigenetic regulation represent potential targets for novel PC therapies.
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