Supplementary Methods and Figures from Transfer Learning Reveals Cancer-Associated Fibroblasts Are Associated with Epithelial–Mesenchymal Transition and Inflammation in Cancer Cells in Pancreatic Ductal Adenocarcinoma

Samantha Guinn; Benedict Kinny‐Köster; Joseph A. Tandurella; Jacob T. Mitchell; Dimitrios N. Sidiropoulos; Melanie Loth; Melissa R. Lyman; Alexandra B. Pucsek; Daniel J. Zabransky; Jae W. Lee; Emma Kartalia; Mili Ramani; Toni T. Seppälä; Christopher Cherry; Reecha Suri; Haley Zlomke; Jignasha Patel; Jin He; Christopher L. Wolfgang; Jun Yu; Lei Zheng; David P. Ryan; David T. Ting; Alec C. Kimmelman; Anuj Gupta; Ludmila Danilova; Jennifer H. Elisseeff; Laura D. Wood; Genevieve Stein-O’Brien; Luciane T. Kagohara; Elizabeth M. Jaffee; Richard A. Burkhart; Elana J. Fertig; Jacquelyn W. Zimmerman

doi:10.1158/0008-5472.30286663

October 6, 2025Open Access

Supplementary Methods and Figures from Transfer Learning Reveals Cancer-Associated Fibroblasts Are Associated with Epithelial–Mesenchymal Transition and Inflammation in Cancer Cells in Pancreatic Ductal Adenocarcinoma

View Full Paper

Ask AI

Bookmark

Share

Key Points

Cancer-associated fibroblasts significantly impact epithelial-mesenchymal transition in pancreatic ductal adenocarcinoma.
Transfer learning reveals key interactions, underscoring the role of inflammation in the tumor environment.
Methodology involves computational techniques to analyze data patterns in cancer-associated fibroblasts.
Findings highlight the need for further research on fibroblasts' role in tumor progression and therapy response.

No abstract yet

We only have this paper's title and publication details.

Read it at the source

Ask about this paper

Answers are grounded in this paper and cite their sources.

Implication

This analysis uncovers how cancer-associated fibroblasts influence epithelial-mesenchymal transition and inflammation in pancreatic cancer, suggesting complex interactions.

Abstract

Supplementary methods and figures

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Guinn et al. (2025) studied this question.

synapsesocial.com/papers/68e5c1b46950a706b22b4ed0 https://doi.org/10.1158/0008-5472.30286663

View Full Paper

Ask AI

Bookmark

Share

Supplementary Methods and Figures from Transfer Learning Reveals Cancer-Associated Fibroblasts Are Associated with Epithelial–Mesenchymal Transition and Inflammation in Cancer Cells in Pancreatic Ductal Adenocarcinoma

Key Points

No abstract yet

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Supplementary Methods and Figures from Transfer Learning Reveals Cancer-Associated Fibroblasts Are Associated with Epithelial–Mesenchymal Transition and Inflammation in Cancer Cells in Pancreatic Ductal Adenocarcinoma

Key Points

No abstract yet

Ask about this paper

Implication

Abstract

Discussion

Cite This Study

Keep reading

Keep reading