Depicting the cellular complexity of pancreatic adenocarcinoma by Imaging Mass Cytometry: focus on cancer-associated fibroblasts

Front Immunol. 2024 Nov 7:15:1472433. doi: 10.3389/fimmu.2024.1472433. eCollection 2024.

Abstract

Introduction: Pancreatic ductal adenocarcinoma (PDAC) represents the complexity of interaction between cancer and cells of the tumor microenvironment (TME). Immune cells affect tumor cell behavior, thus driving cancer progression. Cancer-associated fibroblasts (CAFs) are responsible of the desmoplastic and fibrotic reaction by regulating deposition and remodeling of extracellular matrix (ECM). As tumor-promoting cells abundant in PDAC ECM, CAFs represent promising targets for novel anticancer interventions. However, relevant clinical trials are hampered by the lack of specific markers and elusive differences among CAF subtypes. Indeed, while single-cell transcriptomic analyses have provided important information on the cellular constituents of PDACs and related molecular pathways, studies based on the identification of protein markers in tissues aimed at identifying CAF subtypes and new molecular targets result incomplete.

Methods: Herein, we applied multiplexed Imaging Mass Cytometry (IMC) at single-cell resolution on 8 human PDAC tissues to depict the PDAC composing cells, and profiling immune cells, endothelial cells (ECs), as well as endocrine cells and tumor cells.

Results: We focused on CAFs by characterizing up to 19 clusters distinguished by phenotype, spatiality, and interaction with immune and tumor cells. We report evidence that specific subtypes of CAFs (CAFs 10 and 11) predominantly are enriched at the tumor-stroma interface and closely associated with tumor cells. CAFs expressing different combinations of FAP, podoplanin and cadherin-11, were associated with a higher level of CA19-9. Moreover, we identified specific subsets of FAP+ and podoplanin+/cadherin-11+ CAFs enriched in patients with negative prognosis.

Discussion: The present study provides new general insights into the complexity of the PDAC microenvironment by defining phenotypic heterogeneities and spatial distributions of CAFs, thus suggesting different functions of their subtypes in the PDAC microenvironment.

Keywords: Imaging Mass Cytometry; cancer-associated fibroblasts (CAFs); multiplexed histopathology; pancreatic cancer; tumor microenvironment.

MeSH terms

  • Aged
  • Biomarkers, Tumor / metabolism
  • Cancer-Associated Fibroblasts* / metabolism
  • Cancer-Associated Fibroblasts* / pathology
  • Carcinoma, Pancreatic Ductal* / immunology
  • Carcinoma, Pancreatic Ductal* / metabolism
  • Carcinoma, Pancreatic Ductal* / pathology
  • Female
  • Humans
  • Image Cytometry / methods
  • Male
  • Middle Aged
  • Pancreatic Neoplasms* / immunology
  • Pancreatic Neoplasms* / metabolism
  • Pancreatic Neoplasms* / pathology
  • Single-Cell Analysis / methods
  • Tumor Microenvironment*

Substances

  • Biomarkers, Tumor

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was funded by Ministero degli Affari Esteri e della Cooperazione Internazionale (MAECI; Project no. 2023-23683652-ITALIA-SINGAPORE 2023-2026), ITALY -SINGAPORE SCIENCE AND TECHNOLOGY COOPERATION, A*STAR (Grant No. R22I0IR118) and EU funding within the MUR PNRR Italian network of excellence for advanced diagnosis (Project no. PNC-E3-2022-23683266 PNC-HLS-DA). This work was partially supported by “Ricerca Corrente” funding from Italian Ministry of Health to IRCCS Humanitas Research Hospital.