Autophagy-related gene expression classification defines three molecular subtypes with distinct clinical and microenvironment cell infiltration characteristics in colon cancer
•Three autophagy-related molecular subtypes with distinct clinical outcomes were determined in colon cancer.•Three autophagy subtypes presented significant heterogeneity in TME immune cell infiltration.•The values of APCS signature in predicting patient prognosis and immunotherapeutic responses were...
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Veröffentlicht in: | International immunopharmacology 2020-10, Vol.87, p.106757-106757, Article 106757 |
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Zusammenfassung: | •Three autophagy-related molecular subtypes with distinct clinical outcomes were determined in colon cancer.•Three autophagy subtypes presented significant heterogeneity in TME immune cell infiltration.•The values of APCS signature in predicting patient prognosis and immunotherapeutic responses were confirmed.
Multiple molecular subtypes with distinct clinical outcomes in colon cancer have been identified in recent years. Nonetheless, the autophagy-related molecular subtypes as well as its mediated tumor microenvironment (TME) cell infiltration characteristics have not been fully understood.
Based on the seven colon cancer cohorts with 1580 samples, we performed a comprehensive genomic analysis to explore the molecular subtypes mediated by autophagy-related genes. The single-sample gene-set enrichment analysis (ssGSEA) was used to quantify the relative abundance of each cell infiltration in the TME. Unsupervised methods were used to perform autophagy subtype clustering. Least absolute shrinkage and selection operator regression (LASSO) was used to construct autophagy characterization score (APCS) signature.
We determined three distinct autophagy-related molecular subtypes in colon cancer. The three autophagy subtypes presented significant survival differences. Microenvironment analyses revealed the heterogeneous TME immune cell infiltration characterization between three subtypes. Cluster 1 autophagy subtype was characterized by abundant innate and adaptive immune cell infiltration. This subtype exhibited an enhanced stromal activity including activated pathways of epithelial-mesenchymal transition, TGF-β and angiogenesis, and an increased infiltration of fibroblasts and endothelial cells. The expression of immune checkpoint molecules was also significantly up-regulated, which may mediate immune escape in Cluster 1 subtype. Cluster 2 subtype was characterized by relatively lower TME immune cell infiltration and enhanced DNA damage repair pathways. Cluster 3 subtype was characterized by the suppression of immunity. Patients with high APCS, with poorer survival, presented a significantly positive correlation with TME stromal activity. Low APCS, relevant to activated damage repair pathways, showed enhanced responses to anti-PD-1/PD-L1 immunotherapy. Two immunotherapy cohorts confirmed patients with low APCS exhibited prominently enhanced clinical response and treatment advantages.
This study may help understand the molecular characterization of autophagy-rela |
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ISSN: | 1567-5769 1878-1705 |
DOI: | 10.1016/j.intimp.2020.106757 |