Peripheral immune landscape in pancreatic ductal adenocarcinoma reveals expansion of effector states with disease progression
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal malignancy often diagnosed late due to the limited sensitivity and specificity of current modalities. To explore alternative strategies, we developed a high-dimensional immune profiling framework using 40-marker spectral flow cytometry to characterize peripheral blood from healthy individuals and treatment-naive PDAC patients across disease stages. This platform identified over 70 immune cell subsets and revealed stage-associated immune remodeling, including the expansion of effector and memory T cell populations, accompanied by reductions in naive and selected regulatory and innate compartments. By integrating multivariate, network, and machine learning analyses, we identified CD95 (<i>FAS</i>) and CD45RA (<i>PTPRC</i>) as candidate features that distinguish PDAC from healthy controls. Orthogonal evaluation using public single-cell and bulk transcriptomic datasets supported the remodeling of peripheral T cells, particularly the enrichment of CD4<sup>+</sup> central memory T cells. Together, this study outlines a non-invasive immune profiling strategy with potential utility for classifying PDAC patients.
Authors
- Jian-Da Lin (ORCID: https://orcid.org/0000-0003-3697-4766)
- Yun-Yi Lung
- Chieh-Chang Chen
- I-Hsuan Lo
- Ming-Shiang Wu
- Wei-Chih Liao
- Wei-kai Wu
- Chen-Hsuan Yang
- Chia-Jung Lien
Institutions
- National Taiwan University (TW)
- National Taiwan University Hospital (TW)
- National Taipei University (TW)
Publication Details
- Journal
- iScience
- Published
- 2026-02-14
- DOI
- https://doi.org/10.1016/j.isci.2026.115034
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00