A Four-Chemokine Signature Is Associated with a T-cell–Inflamed Phenotype in Primary and Metastatic Pancreatic Cancer

Joan Miguel Romero(Ontario Institute for Cancer Research), Barbara T. Grünwald(Princess Margaret Cancer Centre), Gun-Ho Jang(Ontario Institute for Cancer Research), Prashant Bavi(Ontario Institute for Cancer Research), Aaditeya Jhaveri(Ontario Institute for Cancer Research), Mehdi Masoomian(University Health Network), Sandra E. Fischer(Ontario Institute for Cancer Research), Amy Zhang(Ontario Institute for Cancer Research), Robert E. Denroche(Ontario Institute for Cancer Research), Ilinca M. Lungu(Ontario Institute for Cancer Research), Angela De Luca(Ontario Institute for Cancer Research), John M.S. Bartlett(Ontario Institute for Cancer Research), Jing Xu(University Health Network), Niandong Li(University Health Network), Sharon Dhaliwal(University Health Network), Sheng‐Ben Liang(University Health Network), Dianne Chadwick(University Health Network), Foram Vyas(Princess Margaret Cancer Centre), Peter Bronsert(University Medical Center Freiburg), Rama Khokha(Princess Margaret Cancer Centre), Tracy L. McGaha(University of Toronto), Faiyaz Notta(Ontario Institute for Cancer Research), Pamela S. Ohashi(University of Toronto), Susan J. Done(University Health Network), Grainne M. O’Kane(Ontario Institute for Cancer Research), Julie M. Wilson(Ontario Institute for Cancer Research), Jennifer J. Knox(Ontario Institute for Cancer Research), Ashton A. Connor(Ontario Institute for Cancer Research), Yifan Wang(McGill University Health Centre), George Zogopoulos(McGill University Health Centre), Steven Gallinger(Ontario Institute for Cancer Research)
Clinical Cancer Research
January 21, 2020
Cited by 147

Abstract

Abstract Purpose: The molecular drivers of antitumor immunity in pancreatic ductal adenocarcinoma (PDAC) are poorly understood, posing a major obstacle for the identification of patients potentially amenable for immune-checkpoint blockade or other novel strategies. Here, we explore the association of chemokine expression with effector T-cell infiltration in PDAC. Experimental Design: Discovery cohorts comprised 113 primary resected PDAC and 107 PDAC liver metastases. Validation cohorts comprised 182 PDAC from The Cancer Genome Atlas and 92 PDACs from the Australian International Cancer Genome Consortium. We explored associations between immune cell counts by immunohistochemistry, chemokine expression, and transcriptional hallmarks of antitumor immunity by RNA sequencing (RNA-seq), and mutational burden by whole-genome sequencing. Results: Among all known human chemokines, a coregulated set of four (CCL4, CCL5, CXCL9, and CXCL10) was strongly associated with CD8+ T-cell infiltration (P < 0.001). Expression of this “4-chemokine signature” positively correlated with transcriptional metrics of T-cell activation (ZAP70, ITK, and IL2RB), cytolytic activity (GZMA and PRF1), and immunosuppression (PDL1, PD1, CTLA4, TIM3, TIGIT, LAG3, FASLG, and IDO1). Furthermore, the 4-chemokine signature marked tumors with increased T-cell activation scores (MHC I presentation, T-cell/APC costimulation) and elevated expression of innate immune sensing pathways involved in T-cell priming (STING and NLRP3 inflammasome pathways, BATF3-driven dendritic cells). Importantly, expression of this 4-chemokine signature was consistently indicative of a T-cell–inflamed phenotype across primary PDAC and PDAC liver metastases. Conclusions: A conserved 4-chemokine signature marks resectable and metastatic PDAC tumors with an active antitumor phenotype. This could have implications for the appropriate selection of PDAC patients in immunotherapy trials.


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