Integrative analysis of tumor microenvironment in advanced pancreatic cancer: Unraveling genomic and immune landscape for targeted therapies.

4182 Background: An understanding of genotype and immunophenotype interactions in advanced pancreatic ductal adenocarcinoma (PDAC) is important in designing combination strategies. In addition, PDAC subtypes may harbor unique tumor immune microenvironments (TMEs) and confer differential sensitivity to KRAS inhibitors (KRASi). We aimed to characterize the baseline TME in advanced PDAC and its relationship with genomic, transcriptomic and clinical data. Methods: The COMPASS trial (NCT02750657) investigated whole genome (WGS) and transcriptome (RNA-Seq) sequencing in patients (pts) receiving first line therapy for advanced PDAC. We performed multiplex immunohistochemistry (mIHC) to identify 5 immune cell subtypes (CD8+/CD4+ T cells, Tregs, B cells and macrophages) and CIBERSORT, a deconvolution method that uses gene expression profiles. Statistical analyses were performed using STATA/R software and significance was defined as p - value < 0.05. Multivariate logistic regression was used and Kaplan Meier analyses evaluated impact on survival. Results: Of 268 pts, 62 had available tissue samples with mIHC, WGS, and RNA-Seq data (n = 21 primary biopsies, n = 41 metastases, 34/41 liver). All 62 pts had KRAS mutations (28 G12D, 19 G12V, 10 G12R, 5 other) and 29 had KRAS major or minor imbalances. 55 cases (88.7%) were classified as classical subtype and HRDetect hi was seen in 10 pts, including 5 with BRCA1/2 mutations (4 germline, 1 somatic). In the overall cohort, differences between tumor and stroma were evident with increased infiltration of CD8 and CD4 Tcells and Tregs in stroma ( p < 0.001) and increased macrophages (p= 0.0343) in tumor. CIBERSORT in a subset of 51 pts demonstrated increased M0 (p= 0.0035) and M2 macrophages ( p = 0.0067) in liver metastases compared to primary samples, suggesting a more immunosuppressive TME. A higher number of B cells were seen in lung metastases (median 207.5 vs. 43.2 vs. 3.7 vs. 1.8 cells/mm2, p = 0.011) compared to abdominal wall, peritoneum and liver, respectively. Pts with KRAS major imbalance (n =14, 3 basal like) were found to have higher median numbers of CD8+ (114.5 vs. 25.1 vs. 27.5 cells/mm2, p = 0.038) and CD4+ Tcells (292.1 vs 133.4 vs. 97.4 cells/mm2, p = 0.005) when compared to minor/balanced samples, respectively. Basal-like PDAC had fewer macrophages than classical subtype (median 13.2 vs. 28.2 cells/mm2, p = 0.0103). On survival analysis, pts with HRDetect lo and classical subtype with higher macrophage counts had a tendency towards increased survival (median OS: 11.8 vs. 9.5 months, p = 0.066). Conclusions: We identified increased CD8/CD4 T cell infiltration in PDAC stroma, as well as in pts with KRAS major imbalance. Immune cell profiling may complement molecular profiling as potential biomarkers and warrants further study in this context.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Oncology
Published
2025-05-28
DOI
https://doi.org/10.1200/jco.2025.43.16_suppl.4182
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrative analysis of tumor microenvironment in advanced pancreatic cancer: Unraveling genomic and immune landscape for targeted therapies.

Lillian L. Siu, Erica S. Tsang, Grainne M. O’Kane, Catia Fava Gaspar et al.
Journal of Clinical Oncology
Pancreatic and Hepatic Oncology Research
article

Integrative analysis of tumor microenvironment in advanced pancreatic cancer: Unraveling genomic and immune landscape for targeted therapies.

Lillian L. Siu, Erica S. Tsang, Grainne M. O’Kane, Catia Fava Gaspar, Anna Dodd, George Zogopoulos, Ben X. Wang, Steven Gallinger, Benson Z. Wu, Grégoire Marret, Amy Zhang, Faiyaz Notta, Jennifer J. Knox, Simone C. Stone, Julie M. Wilson, Robert C. Grant, Jeffrey P. Bruce, Gun Ho Jang, Raymond Jang, Elena Elimova
article en

Abstract

4182 Background: An understanding of genotype and immunophenotype interactions in advanced pancreatic ductal adenocarcinoma (PDAC) is important in designing combination strategies. In addition, PDAC subtypes may harbor unique tumor immune microenvironments (TMEs) and confer differential sensitivity to KRAS inhibitors (KRASi). We aimed to characterize the baseline TME in advanced PDAC and its relationship with genomic, transcriptomic and clinical data. Methods: The COMPASS trial (NCT02750657) investigated whole genome (WGS) and transcriptome (RNA-Seq) sequencing in patients (pts) receiving first line therapy for advanced PDAC. We performed multiplex immunohistochemistry (mIHC) to identify 5 immune cell subtypes (CD8+/CD4+ T cells, Tregs, B cells and macrophages) and CIBERSORT, a deconvolution method that uses gene expression profiles. Statistical analyses were performed using STATA/R software and significance was defined as p - value < 0.05. Multivariate logistic regression was used and Kaplan Meier analyses evaluated impact on survival. Results: Of 268 pts, 62 had available tissue samples with mIHC, WGS, and RNA-Seq data (n = 21 primary biopsies, n = 41 metastases, 34/41 liver). All 62 pts had KRAS mutations (28 G12D, 19 G12V, 10 G12R, 5 other) and 29 had KRAS major or minor imbalances. 55 cases (88.7%) were classified as classical subtype and HRDetect hi was seen in 10 pts, including 5 with BRCA1/2 mutations (4 germline, 1 somatic). In the overall cohort, differences between tumor and stroma were evident with increased infiltration of CD8 and CD4 Tcells and Tregs in stroma ( p < 0.001) and increased macrophages (p= 0.0343) in tumor. CIBERSORT in a subset of 51 pts demonstrated increased M0 (p= 0.0035) and M2 macrophages ( p = 0.0067) in liver metastases compared to primary samples, suggesting a more immunosuppressive TME. A higher number of B cells were seen in lung metastases (median 207.5 vs. 43.2 vs. 3.7 vs. 1.8 cells/mm2, p = 0.011) compared to abdominal wall, peritoneum and liver, respectively. Pts with KRAS major imbalance (n =14, 3 basal like) were found to have higher median numbers of CD8+ (114.5 vs. 25.1 vs. 27.5 cells/mm2, p = 0.038) and CD4+ Tcells (292.1 vs 133.4 vs. 97.4 cells/mm2, p = 0.005) when compared to minor/balanced samples, respectively. Basal-like PDAC had fewer macrophages than classical subtype (median 13.2 vs. 28.2 cells/mm2, p = 0.0103). On survival analysis, pts with HRDetect lo and classical subtype with higher macrophage counts had a tendency towards increased survival (median OS: 11.8 vs. 9.5 months, p = 0.066). Conclusions: We identified increased CD8/CD4 T cell infiltration in PDAC stroma, as well as in pts with KRAS major imbalance. Immune cell profiling may complement molecular profiling as potential biomarkers and warrants further study in this context.

Journal of Clinical OncologyVol. 43(16_suppl)
Ontario Institute for Cancer Research (CA), University Health Network (CA), University of Toronto (CA), Princess Margaret Cancer Centre (CA)
Openalex Percentile: Top 82%
Pancreatic and Hepatic Oncology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.