Integrated pathomics and multi-omics analyses identify CXCL8-associated M2-like tumor-associated macrophages as key mediators of the pro-tumor microenvironment in pancreatic ductal adenocarcinoma

Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy characterized by extensive stromal remodeling and immune suppression. This study aimed to systematically evaluate the biological significance of invasive cell death-related programs in PDAC and to clarify the role of C-X-C motif chemokine ligand 8 (CXCL8) in tumor-associated macrophage (TAM) remodeling and pro-tumor microenvironment formation. By integrating whole-slide image-derived pathomic features with bulk transcriptomic, somatic mutation, single-cell transcriptomic, and spatial transcriptomic data, we found that a pathomics-based prognostic model achieved robust risk stratification in both training and validation cohorts. High-risk tumors exhibited increased mutational burden and more severe immune dysfunction. Single-cell analyses identified CXCL8 as a key candidate gene preferentially expressed in M2-like TAMs. Pseudotime, cell–cell communication, metabolic, and spatial analyses showed that CXCL8.pos.M2-TAMs occupied a later pseudotime-associated state and displayed distinct inflammatory signaling, metabolic reprogramming, multicellular interactions, and enhanced pro-tumor functional scores, despite no increase in the canonical M2 program. Virtual knockout analysis predicted that CXCL8 perturbation may affect immune-regulatory and antigen-presentation programs within M2-like TAMs. CXCL8 may mark a functionally specialized pro-tumor state within M2-like TAMs and may contribute to tumor microenvironment remodeling in PDAC. These findings suggest that CXCL8 may serve as a potential biomarker and therapeutic target for PDAC.

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Publication Details

Journal
Discover Oncology
Published
2026-10-15
DOI
https://doi.org/10.1007/s12672-026-05926-w
Primary Topic
Immune cells in cancer
Type
article
Field-Weighted Citation Impact
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article

Integrated pathomics and multi-omics analyses identify CXCL8-associated M2-like tumor-associated macrophages as key mediators of the pro-tumor microenvironment in pancreatic ductal adenocarcinoma

Xue Zhang, Xin Zhou, Shi Huang, Xiuzhe Ma et al.
Discover Oncology
Immune cells in cancer
article

Integrated pathomics and multi-omics analyses identify CXCL8-associated M2-like tumor-associated macrophages as key mediators of the pro-tumor microenvironment in pancreatic ductal adenocarcinoma

Xue Zhang, Xin Zhou, Shi Huang, Xiuzhe Ma, Qiuyu Li, Zizhang Wang, Xinlin Wang, Pei Xu, Jingyuan Peng, Haitao Zhao, Wenjing Chen, Yuhan Zeng
article en

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive malignancy characterized by extensive stromal remodeling and immune suppression. This study aimed to systematically evaluate the biological significance of invasive cell death-related programs in PDAC and to clarify the role of C-X-C motif chemokine ligand 8 (CXCL8) in tumor-associated macrophage (TAM) remodeling and pro-tumor microenvironment formation. By integrating whole-slide image-derived pathomic features with bulk transcriptomic, somatic mutation, single-cell transcriptomic, and spatial transcriptomic data, we found that a pathomics-based prognostic model achieved robust risk stratification in both training and validation cohorts. High-risk tumors exhibited increased mutational burden and more severe immune dysfunction. Single-cell analyses identified CXCL8 as a key candidate gene preferentially expressed in M2-like TAMs. Pseudotime, cell–cell communication, metabolic, and spatial analyses showed that CXCL8.pos.M2-TAMs occupied a later pseudotime-associated state and displayed distinct inflammatory signaling, metabolic reprogramming, multicellular interactions, and enhanced pro-tumor functional scores, despite no increase in the canonical M2 program. Virtual knockout analysis predicted that CXCL8 perturbation may affect immune-regulatory and antigen-presentation programs within M2-like TAMs. CXCL8 may mark a functionally specialized pro-tumor state within M2-like TAMs and may contribute to tumor microenvironment remodeling in PDAC. These findings suggest that CXCL8 may serve as a potential biomarker and therapeutic target for PDAC.

Discover Oncology
Southwest Medical University (CN), Affiliated Hospital of Southwest Medical University (CN)
Good health and well-being
Openalex Percentile: Top 21%
Immune cells in cancer
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