Prognostic role of stress granule-related gene signatures in pancreatic ductal adenocarcinoma: insights from 101-combination machine learning and single-cell sequencing

This study highlights the pivotal role of SGs in PDAC progression. A novel prognostic signature based on SGRGs was developed and validated, offering substantial potential for predicting patient outcomes in PDAC.

Authors

Institutions

Publication Details

Journal
International Journal of Surgery
Published
2025-12-17
DOI
https://doi.org/10.1097/js9.0000000000004458
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prognostic role of stress granule-related gene signatures in pancreatic ductal adenocarcinoma: insights from 101-combination machine learning and single-cell sequencing

Yuanyuan Wang, Lei Wang, Miao Guan, Linhao Zong et al.
International Journal of Surgery
Ferroptosis and cancer prognosis
article

Prognostic role of stress granule-related gene signatures in pancreatic ductal adenocarcinoma: insights from 101-combination machine learning and single-cell sequencing

Yuanyuan Wang, Lei Wang, Miao Guan, Linhao Zong, Yanting Jiang
article en

Abstract

This study highlights the pivotal role of SGs in PDAC progression. A novel prognostic signature based on SGRGs was developed and validated, offering substantial potential for predicting patient outcomes in PDAC.

International Journal of SurgeryVol. 112(3)
Nanjing Normal University (CN), The First People’s Hospital of Lianyungang (CN)
Openalex Percentile: Top 41%
Ferroptosis and cancer prognosis
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.