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.
Authors
- Xue Zhang (ORCID: https://orcid.org/0009-0004-0249-0581)
- Xin Zhou (ORCID: https://orcid.org/0000-0003-0143-4719)
- Shi Huang (ORCID: https://orcid.org/0009-0005-4796-0660)
- Xiuzhe Ma (ORCID: https://orcid.org/0009-0009-5293-6779)
- Qiuyu Li
- Zizhang Wang
- Xinlin Wang
- Pei Xu
- Jingyuan Peng
- Haitao Zhao
- Wenjing Chen
- Yuhan Zeng
Institutions
- Southwest Medical University (CN)
- Affiliated Hospital of Southwest Medical University (CN)
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
- 0.00