Mi Jian, Zhensong Yang, Yutao Tang, Fangjie Jiang, Li Cai, Aina Liu, Jinchen Hu, Xixun Wang, Shuguang Liu, Dawei Zhao, Miaomiao Li, Hongbing Chen, Menglai Zhang, Zengwu Yao, Rongbao Jia, Ruyue Chen, Lixin Jiang, Yifei Zhang, Xicheng Song
{"title":"PDPN+ cancer-associated fibroblasts correlate with the neoadjuvant immunotherapy response in gastric cancer.","authors":"Mi Jian, Zhensong Yang, Yutao Tang, Fangjie Jiang, Li Cai, Aina Liu, Jinchen Hu, Xixun Wang, Shuguang Liu, Dawei Zhao, Miaomiao Li, Hongbing Chen, Menglai Zhang, Zengwu Yao, Rongbao Jia, Ruyue Chen, Lixin Jiang, Yifei Zhang, Xicheng Song","doi":"10.1063/5.0250475","DOIUrl":null,"url":null,"abstract":"<p><p>The achievement of pathological complete response (pCR) with neoadjuvant therapy can significantly improve prognosis in patients with gastric cancer (GC). GC tissues demonstrating pCR after immunotherapy exhibited increased stiffness and proliferation of fibroblasts within the stroma. Specific subpopulation cancer-associated fibroblasts (CAFs) may serve as potential markers for predicting the efficacy of immunotherapy. We screened CAFs-related genes as candidate predictors for immunotherapy using the TCGA-STAD, PRJEB25780, GSE27342, and GSE54129 databases. Tissue specimen from GC patients enrolled in the clinical trial (NCT04208347) was used to evaluate its clinical significance. Single-cell RNA sequencing (scRNA-seq) data were obtained from GSE163558, GSE183904, and GSE184198 datasets and analyzed through Seurat v3 R software and iTALK. GC patient-derived organoids (GC-PDOs) modeling verified the effect of CAFs subpopulations on immunotherapeutic response <i>in vitro</i>. Podoplanin (PDPN) has been identified as a candidate marker related to CAFs for predicting the efficacy of immunotherapy. Western blot analysis indicated that lower PDPN expression was observed in GC samples with pCR. Functional and pathway enrichment analysis indicated PDPN was associated with numerous malignancy-related pathways in gastric cancer. Using the iTALK algorithm, scRNA-seq datasets further verified the interaction between a subpopulation of PDPN+ CAFs and immune cells. The results of multiple immunohistochemistry/immunofluorescence suggested a negative correlation between PDPN+ CAFs and pCR to anti-PD-1 treatment (<i>p</i> < 0.01). Notably, using the GC-PDO model, we determined that PDPN + CAFs hinder the activation, thereby reducing immune response in GC patients. PDPN+ CAFs subpopulation has a potential correlation with the efficacy of immunotherapy for GC patients.</p>","PeriodicalId":46288,"journal":{"name":"APL Bioengineering","volume":"9 3","pages":"036115"},"PeriodicalIF":4.1000,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12396847/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"APL Bioengineering","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1063/5.0250475","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0
Abstract
The achievement of pathological complete response (pCR) with neoadjuvant therapy can significantly improve prognosis in patients with gastric cancer (GC). GC tissues demonstrating pCR after immunotherapy exhibited increased stiffness and proliferation of fibroblasts within the stroma. Specific subpopulation cancer-associated fibroblasts (CAFs) may serve as potential markers for predicting the efficacy of immunotherapy. We screened CAFs-related genes as candidate predictors for immunotherapy using the TCGA-STAD, PRJEB25780, GSE27342, and GSE54129 databases. Tissue specimen from GC patients enrolled in the clinical trial (NCT04208347) was used to evaluate its clinical significance. Single-cell RNA sequencing (scRNA-seq) data were obtained from GSE163558, GSE183904, and GSE184198 datasets and analyzed through Seurat v3 R software and iTALK. GC patient-derived organoids (GC-PDOs) modeling verified the effect of CAFs subpopulations on immunotherapeutic response in vitro. Podoplanin (PDPN) has been identified as a candidate marker related to CAFs for predicting the efficacy of immunotherapy. Western blot analysis indicated that lower PDPN expression was observed in GC samples with pCR. Functional and pathway enrichment analysis indicated PDPN was associated with numerous malignancy-related pathways in gastric cancer. Using the iTALK algorithm, scRNA-seq datasets further verified the interaction between a subpopulation of PDPN+ CAFs and immune cells. The results of multiple immunohistochemistry/immunofluorescence suggested a negative correlation between PDPN+ CAFs and pCR to anti-PD-1 treatment (p < 0.01). Notably, using the GC-PDO model, we determined that PDPN + CAFs hinder the activation, thereby reducing immune response in GC patients. PDPN+ CAFs subpopulation has a potential correlation with the efficacy of immunotherapy for GC patients.
期刊介绍:
APL Bioengineering is devoted to research at the intersection of biology, physics, and engineering. The journal publishes high-impact manuscripts specific to the understanding and advancement of physics and engineering of biological systems. APL Bioengineering is the new home for the bioengineering and biomedical research communities.
APL Bioengineering publishes original research articles, reviews, and perspectives. Topical coverage includes:
-Biofabrication and Bioprinting
-Biomedical Materials, Sensors, and Imaging
-Engineered Living Systems
-Cell and Tissue Engineering
-Regenerative Medicine
-Molecular, Cell, and Tissue Biomechanics
-Systems Biology and Computational Biology