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Single cell and bulk RNA sequencing identifies tumor microenvironment subtypes and chemoresistance-related IGF1+
Xiya Jia1, Ziteng Li1, Runye Zhou1
1Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai Key Laboratory of Medical Epigenetics, Institutes of Biomedical Sciences, Fudan University, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.
We identified four tumor microenvironment (TME) subtypes in gastric cancer (GC) that predict treatment response. An IGF1-overexpressing cancer-associated fibroblast (CAF) subtype is linked to poor outcomes and drug resistance.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- The tumor microenvironment (TME) is crucial for gastric cancer (GC) prognosis and drug resistance.
- However, TME heterogeneity and its impact on therapeutic response in GC are not fully understood.
Purpose of the Study:
- To explore the heterogeneity of the GC TME using single-cell RNA sequencing.
- To identify distinct GC TME subtypes and their association with clinical outcomes and treatment response.
- To elucidate the role of cancer-associated fibroblasts (CAFs) in GC progression and chemoresistance.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) of 50 primary GC samples.
- Nonnegative matrix factorization (NMF) to identify four GC TME subtypes.
- Pearson nearest-centroid classifier construction and validation in 1406 GC patients.
- Reclustering of fibroblasts to identify cancer-associated fibroblast (CAF) subtypes.
- RT-qPCR, immunofluorescence staining, and CellChat analysis for mechanistic insights.
Main Results:
- Four GC TME subtypes were identified, predicting differential responses to immunotherapy and chemotherapy.
- The ISG1 subtype showed increased fibroblast infiltration, heightened oncogenic pathways, and poor response to chemotherapy.
- Microsatellite instability-high (MSI-H) GCs exhibited immunological heterogeneity across TME subtypes.
- IGF1-overexpressing CAFs were associated with chemoresistance, GC recurrence, and induction of epithelial-mesenchymal transition (EMT) via IGF1-α6β4 integrin signaling.
Conclusions:
- Four TME-based subtypes with distinct clinical outcomes were identified in GC.
- IGF1+ CAFs contribute to poor clinical outcomes and chemoresistance in GC.
- These findings may guide individualized GC treatment strategies and identify novel therapeutic targets.
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