TY - JOUR
T1 - Multi-omic Characterization of Pancreatic Ductal Adenocarcinoma Relates CXCR4 mRNA Expression Levels to Potential Clinical Targets
AU - Kocher, Florian
AU - Puccini, Alberto
AU - Untergasser, Gerold
AU - Martowicz, Agnieszka
AU - Zimmer, Kai
AU - Pircher, Andreas
AU - Baca, Yasmine
AU - Xiu, Joanne
AU - Haybaeck, Johannes
AU - Tymoszuk, Piotr
AU - Goldberg, Richard M.
AU - Petrillo, Angelica
AU - Shields, Anthony F.
AU - Salem, Mohamed E.
AU - Marshall, John L.
AU - Hall, Michael
AU - Korn, W. Michael
AU - Nabhan, Chadi
AU - Battaglin, Francesca
AU - Lenz, Heinz Josef
AU - Lou, Emil
AU - Choo, Su Pin
AU - Toh, Chee Keong
AU - Gasteiger, Silvia
AU - Pichler, Renate
AU - Wolf, Dominik
AU - Seeber, Andreas
N1 - ©2022 The Authors; Published by the American Association for Cancer Research.
PY - 2022/11/15
Y1 - 2022/11/15
N2 - Purpose: Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). This study provides a comprehensive molecular portrait of PDAC according to CXCR4 mRNA expression levels. Experimental Design: The Cancer Genome Atlas database was used to explore molecular and immunologic features associated with CXCR4 mRNA expression in PDAC. A large real-word dataset (n = 3,647) served for validation and further exploratory analyses. Single-cell RNA analyses on a publicly available dataset and in-house multiplex immunofluorescence (mIF) experiments were performed to elaborate cellular localization of CXCR4. Results: High CXCR4 mRNA expression (CXCR4high) was associated with increased infiltration of regulatory T cells, CD8+ T cells, and macrophages, and upregulation of several immune-related genes, including immune checkpoint transcripts (e.g., TIGIT, CD274, PDCD1). Analysis of the validation cohort confirmed the CXCR4-dependent immunologic TME composition in PDAC irrespective of microsatellite instability–high/mismatch repair–deficient or tumor mutational burden. Single-cell RNA analysis and mIF revealed that CXCR4 was mainly expressed by macrophages and T-cell subsets. Clinical relevance of our finding is supported by an improved survival of CXCR4high PDAC. Conclusions: High intratumoral CXCR4 mRNA expression is linked to a T cell– and macrophage-rich PDAC phenotype with high expression of inhibitory immune checkpoints. Thus, our findings might serve as a rationale to investigate CXCR4 as a predictive biomarker in patients with PDAC undergoing immune checkpoint inhibition.
AB - Purpose: Chemokines are essential for immune cell trafficking and are considered to have a major impact on the composition of the tumor microenvironment. CX-chemokine receptor 4 (CXCR4) is associated with poor differentiation, metastasis, and prognosis in pancreatic ductal adenocarcinoma (PDAC). This study provides a comprehensive molecular portrait of PDAC according to CXCR4 mRNA expression levels. Experimental Design: The Cancer Genome Atlas database was used to explore molecular and immunologic features associated with CXCR4 mRNA expression in PDAC. A large real-word dataset (n = 3,647) served for validation and further exploratory analyses. Single-cell RNA analyses on a publicly available dataset and in-house multiplex immunofluorescence (mIF) experiments were performed to elaborate cellular localization of CXCR4. Results: High CXCR4 mRNA expression (CXCR4high) was associated with increased infiltration of regulatory T cells, CD8+ T cells, and macrophages, and upregulation of several immune-related genes, including immune checkpoint transcripts (e.g., TIGIT, CD274, PDCD1). Analysis of the validation cohort confirmed the CXCR4-dependent immunologic TME composition in PDAC irrespective of microsatellite instability–high/mismatch repair–deficient or tumor mutational burden. Single-cell RNA analysis and mIF revealed that CXCR4 was mainly expressed by macrophages and T-cell subsets. Clinical relevance of our finding is supported by an improved survival of CXCR4high PDAC. Conclusions: High intratumoral CXCR4 mRNA expression is linked to a T cell– and macrophage-rich PDAC phenotype with high expression of inhibitory immune checkpoints. Thus, our findings might serve as a rationale to investigate CXCR4 as a predictive biomarker in patients with PDAC undergoing immune checkpoint inhibition.
KW - Carcinoma, Pancreatic Ductal/pathology
KW - Humans
KW - Pancreatic Neoplasms/pathology
KW - RNA
KW - RNA, Messenger/genetics
KW - Receptors, CXCR4/genetics
KW - Receptors, Chemokine
KW - Tumor Microenvironment/genetics
UR - http://www.scopus.com/inward/record.url?scp=85141212241&partnerID=8YFLogxK
U2 - 10.1158/1078-0432.CCR-22-0275
DO - 10.1158/1078-0432.CCR-22-0275
M3 - Article
C2 - 36112544
AN - SCOPUS:85141212241
SN - 1078-0432
VL - 28
SP - 4957
EP - 4967
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 22
ER -