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Reconstruction of the gastric cancer microenvironment after neoadjuvant chemotherapy by longitudinal single-cell sequencing.

Authors :
Chen, Yingtai
Yin, Jianhua
Zhao, Lulu
Zhou, Guangyu
Dong, Shichen
Zhang, Yueming
Niu, Penghui
Ren, Hu
Zheng, Tianjiao
Yan, Juan
Li, Wenbin
Ma, Peiqin
Zhang, Cuijuan
Wei, Chen
Church, George
Li, Guibo
Zhao, Dongbing
Source :
Journal of Translational Medicine; 12/6/2022, Vol. 20 Issue 1, p1-14, 14p
Publication Year :
2022

Abstract

Background: Little is known on the tumor microenvironment (TME) response after neoadjuvant chemotherapy (NACT) in gastric cancer on the molecular level. Methods: Here, we profiled 33,589 cell transcriptomes in 14 samples from 11 gastric cancer patients (4 pre-treatment samples, 4 post-treatment samples and 3 pre-post pairs) using single-cell RNA sequencing (scRNA-seq) to generate the cell atlas. The ligand-receptor-based intercellular communication networks of the single cells were also characterized before and after NACT. Results: Compered to pre-treatment samples, CD4+ T cells (P = 0.018) and CD8+ T cells (P = 0.010) of post-treatment samples were significantly decreased, while endothelial cells and fibroblasts were increased (P = 0.034 and P = 0.005, respectively). No significant difference observed with respect to CD4+ Tregs cells, cycling T cells, B cells, plasma cells, macrophages, monocytes, dendritic cells, and mast cells (P > 0.05). In the unsupervised nonnegative matrix factorization (NMF) analysis, we revealed that there were three transcriptional programs (NMF1, NMF2 and NMF3) shared among these samples. Compared to pre-treatment samples, signature score of NMF1 was significantly downregulated after treatment (P = 0.009), while the NMF2 signature was significantly upregulated after treatment (P = 0.013). The downregulated NMF1 and upregulated NMF2 signatures were both associated with improved overall survival outcomes based on The Cancer Genome Atlas (TCGA) database. Additionally, proangiogenic pathways were activated in tumor and endothelial cells after treatment, indicating that NACT triggers vascular remodeling by cancer cells together with stromal cells. Conclusions: In conclusion, our study provided transcriptional profiles of TME between pre-treatment and post-treatment for in-depth understanding on the mechanisms of NACT in gastric cancer and empowering the development of potential optimized therapy procedures and novel drugs. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14795876
Volume :
20
Issue :
1
Database :
Complementary Index
Journal :
Journal of Translational Medicine
Publication Type :
Academic Journal
Accession number :
160626711
Full Text :
https://doi.org/10.1186/s12967-022-03792-y