Prognostic stratification and treatment patterns in pancreatic adenocarcinoma with mixed subtypes based on an exploratory retrospective cohort study

Abstract Background Pancreatic adenocarcinoma with mixed subtypes (p‑AMs) is a rare malignancy, and evidence to guide clinical management remains lacking. This study aimed to develop a prognostic model and explore treatment patterns across risk strata. Methods Using the Surveillance, Epidemiology, and End Results (SEER) database, we developed a treatment‑free baseline nomogram based on independent prognostic factors identified by multivariable Cox regression. Patients were stratified into low‑ and high‑risk groups according to the median risk score. Treatment effects were then explored within each risk stratum using the log‑rank test, with P values adjusted for multiple comparisons. Results Age, tumor grade, and M status were incorporated into a nomogram that demonstrated a bootstrap‑corrected C‑index of 0.609 (95% CI: 0.554–0.665). The high‑risk group ( n = 60) showed significantly worse survival than the low‑risk group ( n = 91; log‑rank P = 0.008). In the low‑risk group, trimodal therapy (surgery + chemotherapy + radiotherapy) was associated with more favorable survival compared with surgery only (HR = 0.48,95%CI:0.24–0.97, P = 0.04) and surgery plus chemotherapy ((HR = 0.46,95%CI: 0.25–0.83, P = 0.01). No significant difference was observed between surgery only and surgery plus chemotherapy in either the low‑risk ( P = 0.96) or high‑risk ( P = 0.52) group. Conclusion Our findings suggest that a treatment‑free baseline nomogram may assist in stratifying p‑AMs patients by prognostic risk, though this observation requires further validation. Within this exploratory framework, the addition of chemotherapy to surgery did not appear to confer additional survival benefit. The association between trimodal therapy and improved outcomes in the low‑risk group raises the hypothesis that radiotherapy may warrant further investigation in selected patients.

Authors

Institutions

Publication Details

Journal
Discover Oncology
Published
2026-09-01
DOI
https://doi.org/10.1007/s12672-026-05806-3
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prognostic stratification and treatment patterns in pancreatic adenocarcinoma with mixed subtypes based on an exploratory retrospective cohort study

Xuefeng Hua, Ziwei Yin, Hui Gong
Discover Oncology
Pancreatic and Hepatic Oncology Research
article

Prognostic stratification and treatment patterns in pancreatic adenocarcinoma with mixed subtypes based on an exploratory retrospective cohort study

Xuefeng Hua, Ziwei Yin, Hui Gong
article en

Abstract

Abstract Background Pancreatic adenocarcinoma with mixed subtypes (p‑AMs) is a rare malignancy, and evidence to guide clinical management remains lacking. This study aimed to develop a prognostic model and explore treatment patterns across risk strata. Methods Using the Surveillance, Epidemiology, and End Results (SEER) database, we developed a treatment‑free baseline nomogram based on independent prognostic factors identified by multivariable Cox regression. Patients were stratified into low‑ and high‑risk groups according to the median risk score. Treatment effects were then explored within each risk stratum using the log‑rank test, with P values adjusted for multiple comparisons. Results Age, tumor grade, and M status were incorporated into a nomogram that demonstrated a bootstrap‑corrected C‑index of 0.609 (95% CI: 0.554–0.665). The high‑risk group ( n = 60) showed significantly worse survival than the low‑risk group ( n = 91; log‑rank P = 0.008). In the low‑risk group, trimodal therapy (surgery + chemotherapy + radiotherapy) was associated with more favorable survival compared with surgery only (HR = 0.48,95%CI:0.24–0.97, P = 0.04) and surgery plus chemotherapy ((HR = 0.46,95%CI: 0.25–0.83, P = 0.01). No significant difference was observed between surgery only and surgery plus chemotherapy in either the low‑risk ( P = 0.96) or high‑risk ( P = 0.52) group. Conclusion Our findings suggest that a treatment‑free baseline nomogram may assist in stratifying p‑AMs patients by prognostic risk, though this observation requires further validation. Within this exploratory framework, the addition of chemotherapy to surgery did not appear to confer additional survival benefit. The association between trimodal therapy and improved outcomes in the low‑risk group raises the hypothesis that radiotherapy may warrant further investigation in selected patients.

Discover Oncology
Central South University (CN), Guangzhou First People's Hospital (CN), Third Xiangya Hospital (CN), Xiangya Hospital Central South University (CN), Guangzhou Medical University (CN)
Guangzhou Municipal Science and Technology Project
Good health and well-being
Openalex Percentile: Top 14%
Pancreatic and Hepatic Oncology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.