REG4 serves as a prognostic biomarker for pancreatic cancer with long-standing diabetes mellitus by modulating chemoresistance

Background Pancreatic ductal adenocarcinoma (PDAC) in patients with diabetes mellitus (DM) represents a clinically heterogeneous subgroup, yet biomarkers that reflect diabetes-associated tumor biology and chemotherapy response remain limited. In particular, the influence of diabetes duration on treatment resistance in PDAC is poorly understood. Methods We performed an integrated translational analysis combining reanalysis of public single-cell RNA sequencing (scRNA-seq) datasets, clinical serum biomarker profiling, and functional validation using pancreatic cancer cell lines and patient-derived organoids. Circulating REG4 concentrations were measured in independent PDAC cohorts and correlated with diabetes duration, overall survival, and response to FOLFIRINOX. Functional relevance was assessed under diabetes-mimicking hyperglycemic conditions. Results Single-cell transcriptomic analysis demonstrated enrichment of REG4-expressing tumor cells within the classical PDAC subtype specifically in diabetic patients. Clinically, circulating REG4 concentrations were significantly elevated in PDAC patients with long-standing diabetes, and high REG4 levels were associated with poor overall survival and resistance to FOLFIRINOX exclusively in this subgroup. In contrast, no prognostic association was observed in non-diabetic or new-onset diabetic patients. In patient-derived organoids and pancreatic cancer cell lines, chronic glucose exposure induced REG4 expression, activation of WNT/β-catenin signaling, suppression of apoptotic pathways, and increased resistance to FOLFIRINOX, recapitulating key clinical features of long-standing diabetes-associated PDAC. Conclusions These findings suggest REG4 as a candidate diabetes duration–dependent prognostic and predictive biomarker in pancreatic cancer, warranting validation in larger prospective cohorts. By linking metabolic context to chemotherapy resistance through REG4-associated signaling, this study provides a translational framework for patient stratification and treatment optimization in diabetes-associated PDAC.

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Publication Details

Journal
Translational Oncology
Published
2026-07-02
DOI
https://doi.org/10.1016/j.tranon.2026.102888
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
0.00

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article

REG4 serves as a prognostic biomarker for pancreatic cancer with long-standing diabetes mellitus by modulating chemoresistance

Jong‐Baeck Lim, Sung Ill Jang, Young Ik Koh, John Hoon Rim et al.
Translational Oncology
Pancreatic and Hepatic Oncology Research
article

REG4 serves as a prognostic biomarker for pancreatic cancer with long-standing diabetes mellitus by modulating chemoresistance

Jong‐Baeck Lim, Sung Ill Jang, Young Ik Koh, John Hoon Rim, Hee Jung Park, Hyo Shik Shin, Hak Park, Jae-Il Choi, See Young Lee, Ho Kyoung Hwang, Yonggeun Cho, Jae Hee Cho, Hyung Sun Kim
article en

Abstract

Background Pancreatic ductal adenocarcinoma (PDAC) in patients with diabetes mellitus (DM) represents a clinically heterogeneous subgroup, yet biomarkers that reflect diabetes-associated tumor biology and chemotherapy response remain limited. In particular, the influence of diabetes duration on treatment resistance in PDAC is poorly understood. Methods We performed an integrated translational analysis combining reanalysis of public single-cell RNA sequencing (scRNA-seq) datasets, clinical serum biomarker profiling, and functional validation using pancreatic cancer cell lines and patient-derived organoids. Circulating REG4 concentrations were measured in independent PDAC cohorts and correlated with diabetes duration, overall survival, and response to FOLFIRINOX. Functional relevance was assessed under diabetes-mimicking hyperglycemic conditions. Results Single-cell transcriptomic analysis demonstrated enrichment of REG4-expressing tumor cells within the classical PDAC subtype specifically in diabetic patients. Clinically, circulating REG4 concentrations were significantly elevated in PDAC patients with long-standing diabetes, and high REG4 levels were associated with poor overall survival and resistance to FOLFIRINOX exclusively in this subgroup. In contrast, no prognostic association was observed in non-diabetic or new-onset diabetic patients. In patient-derived organoids and pancreatic cancer cell lines, chronic glucose exposure induced REG4 expression, activation of WNT/β-catenin signaling, suppression of apoptotic pathways, and increased resistance to FOLFIRINOX, recapitulating key clinical features of long-standing diabetes-associated PDAC. Conclusions These findings suggest REG4 as a candidate diabetes duration–dependent prognostic and predictive biomarker in pancreatic cancer, warranting validation in larger prospective cohorts. By linking metabolic context to chemotherapy resistance through REG4-associated signaling, this study provides a translational framework for patient stratification and treatment optimization in diabetes-associated PDAC.

Translational OncologyVol. 71
Yonsei University (KR), Severance Hospital (KR), Gangnam Severance Hospital (KR), Ajou University (KR), China Medical University (CN)
Korea Health Industry Development Institute, National Research Foundation of Korea, Yonsei University College of Medicine
Good health and well-being
Openalex Percentile: Top 9%
Pancreatic and Hepatic Oncology Research
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