Quantitative Spatial Profiling of Immune Populations in Pancreatic Ductal Adenocarcinoma Reveals Tumor Microenvironment Heterogeneity and Prognostic Biomarkers

Author:

Mi Haoyang1ORCID,Sivagnanam Shamilene2ORCID,Betts Courtney B.3ORCID,Liudahl Shannon M.3ORCID,Jaffee Elizabeth M.45ORCID,Coussens Lisa M.367ORCID,Popel Aleksander S.15ORCID

Affiliation:

1. 1Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland.

2. 2Computatioanl Biology, Oregon Health and Science University, Portland, Oregon.

3. 3Department of Cell, Development, and Cancer Biology, Oregon Health and Science University, Portland, Oregon.

4. 4Skip Viragh Center for Pancreatic Cancer, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Johns Hopkins Medicine, Baltimore, Maryland.

5. 5Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.

6. 6Brenden-Colson Center for Pancreatic Care, Oregon Health and Science University, Portland, Oregon.

7. 7Knight Cancer Institute, Portland, Oregon.

Abstract

Abstract Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive disease with poor 5-year survival rates, necessitating identification of novel therapeutic targets. Elucidating the biology of the tumor immune microenvironment (TiME) can provide vital insights into mechanisms of tumor progression. In this study, we developed a quantitative image processing platform to analyze sequential multiplexed IHC data from archival PDAC tissue resection specimens. A 27-plex marker panel was employed to simultaneously phenotype cell populations and their functional states, followed by a computational workflow to interrogate the immune contextures of the TiME in search of potential biomarkers. The PDAC TiME reflected a low-immunogenic ecosystem with both high intratumoral and intertumoral heterogeneity. Spatial analysis revealed that the relative distance between IL10+ myelomonocytes, PD-1+ CD4+ T cells, and granzyme B+ CD8+ T cells correlated significantly with survival, from which a spatial proximity signature termed imRS was derived that correlated with PDAC patient survival. Furthermore, spatial enrichment of CD8+ T cells in lymphoid aggregates was also linked to improved survival. Altogether, these findings indicate that the PDAC TiME, generally considered immuno-dormant or immunosuppressive, is a spatially nuanced ecosystem orchestrated by ordered immune hierarchies. This new understanding of spatial complexity may guide novel treatment strategies for PDAC. Significance: Quantitative image analysis of PDAC specimens reveals intertumoral and intratumoral heterogeneity of immune populations and identifies spatial immune architectures that are significantly associated with disease prognosis.

Funder

National Institutes of Health

Knight Cancer Institute, Oregon Health and Science University

Oregon Health and Science University

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

Reference52 articles.

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