Bin Zhou , Xiaolin Liu , Huanhuan Hu , Zhipeng Li , Shanliang Zhong
{"title":"单细胞RNA测序揭示胃癌原发和肝转移过程中免疫和基质景观的改变","authors":"Bin Zhou , Xiaolin Liu , Huanhuan Hu , Zhipeng Li , Shanliang Zhong","doi":"10.1016/j.bbrep.2025.102163","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>We aimed to identify stromal cells associated with liver metastasis of gastric cancer (GC).</div></div><div><h3>Methods</h3><div>We downloaded single-cell RNA sequencing (scRNA-seq) datasets for GC tissues and adjacent normal tissues (NT), as well as liver metastases (LM) and healthy liver tissues (HL) from GEO. Additionally, we obtained RNA-Seq and clinical data from TCGA for the TCGA-STAD project. The datasets were analyzed using R software. Cell viability analysis were used to verify the potential drugs.</div></div><div><h3>Results</h3><div>We obtained 7 GC, 2 NT, 5 LM and 3 HL datasets, as well as 448 RNA-Seq files. We identified 13 cell types from a total of 107,875 cells, which were further re-clustered into 38 subclusters. Our analyses showed that both GC and LM exhibited increased angiogenesis, cancer-associated fibroblasts (CAFs) were enriched in primary tumors, CD8<sup>+</sup> T cells in both GC and LM showed a declined proportion and increased necroptosis, NK cells were reduced in LM, and M2 macrophages (Mφ) exhibited high activities in both GC and LM. We found immune cells in HL and LM expressed more transcripts, suggesting the differences in tumor microenvironment (TME) between primary and metastatic tumors. Additionally, we identified 3 potential drugs that could be effective against both primary and metastatic tumors.</div></div><div><h3>Conclusion</h3><div>This study illustrated the heterogeneity of immune and stromal cells in TME of GC and LM, and identified several cell types associated with liver metastasis of GC. These cell types may serve as potential biomarkers or therapeutic targets in the future.</div></div>","PeriodicalId":8771,"journal":{"name":"Biochemistry and Biophysics Reports","volume":"43 ","pages":"Article 102163"},"PeriodicalIF":2.3000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-cell RNA sequencing reveals altered immune and stromal landscape in primary and liver metastasis of gastric cancer\",\"authors\":\"Bin Zhou , Xiaolin Liu , Huanhuan Hu , Zhipeng Li , Shanliang Zhong\",\"doi\":\"10.1016/j.bbrep.2025.102163\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>We aimed to identify stromal cells associated with liver metastasis of gastric cancer (GC).</div></div><div><h3>Methods</h3><div>We downloaded single-cell RNA sequencing (scRNA-seq) datasets for GC tissues and adjacent normal tissues (NT), as well as liver metastases (LM) and healthy liver tissues (HL) from GEO. Additionally, we obtained RNA-Seq and clinical data from TCGA for the TCGA-STAD project. The datasets were analyzed using R software. Cell viability analysis were used to verify the potential drugs.</div></div><div><h3>Results</h3><div>We obtained 7 GC, 2 NT, 5 LM and 3 HL datasets, as well as 448 RNA-Seq files. We identified 13 cell types from a total of 107,875 cells, which were further re-clustered into 38 subclusters. Our analyses showed that both GC and LM exhibited increased angiogenesis, cancer-associated fibroblasts (CAFs) were enriched in primary tumors, CD8<sup>+</sup> T cells in both GC and LM showed a declined proportion and increased necroptosis, NK cells were reduced in LM, and M2 macrophages (Mφ) exhibited high activities in both GC and LM. We found immune cells in HL and LM expressed more transcripts, suggesting the differences in tumor microenvironment (TME) between primary and metastatic tumors. Additionally, we identified 3 potential drugs that could be effective against both primary and metastatic tumors.</div></div><div><h3>Conclusion</h3><div>This study illustrated the heterogeneity of immune and stromal cells in TME of GC and LM, and identified several cell types associated with liver metastasis of GC. These cell types may serve as potential biomarkers or therapeutic targets in the future.</div></div>\",\"PeriodicalId\":8771,\"journal\":{\"name\":\"Biochemistry and Biophysics Reports\",\"volume\":\"43 \",\"pages\":\"Article 102163\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2025-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biochemistry and Biophysics Reports\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S240558082500250X\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biochemistry and Biophysics Reports","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S240558082500250X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Single-cell RNA sequencing reveals altered immune and stromal landscape in primary and liver metastasis of gastric cancer
Background
We aimed to identify stromal cells associated with liver metastasis of gastric cancer (GC).
Methods
We downloaded single-cell RNA sequencing (scRNA-seq) datasets for GC tissues and adjacent normal tissues (NT), as well as liver metastases (LM) and healthy liver tissues (HL) from GEO. Additionally, we obtained RNA-Seq and clinical data from TCGA for the TCGA-STAD project. The datasets were analyzed using R software. Cell viability analysis were used to verify the potential drugs.
Results
We obtained 7 GC, 2 NT, 5 LM and 3 HL datasets, as well as 448 RNA-Seq files. We identified 13 cell types from a total of 107,875 cells, which were further re-clustered into 38 subclusters. Our analyses showed that both GC and LM exhibited increased angiogenesis, cancer-associated fibroblasts (CAFs) were enriched in primary tumors, CD8+ T cells in both GC and LM showed a declined proportion and increased necroptosis, NK cells were reduced in LM, and M2 macrophages (Mφ) exhibited high activities in both GC and LM. We found immune cells in HL and LM expressed more transcripts, suggesting the differences in tumor microenvironment (TME) between primary and metastatic tumors. Additionally, we identified 3 potential drugs that could be effective against both primary and metastatic tumors.
Conclusion
This study illustrated the heterogeneity of immune and stromal cells in TME of GC and LM, and identified several cell types associated with liver metastasis of GC. These cell types may serve as potential biomarkers or therapeutic targets in the future.
期刊介绍:
Open access, online only, peer-reviewed international journal in the Life Sciences, established in 2014 Biochemistry and Biophysics Reports (BB Reports) publishes original research in all aspects of Biochemistry, Biophysics and related areas like Molecular and Cell Biology. BB Reports welcomes solid though more preliminary, descriptive and small scale results if they have the potential to stimulate and/or contribute to future research, leading to new insights or hypothesis. Primary criteria for acceptance is that the work is original, scientifically and technically sound and provides valuable knowledge to life sciences research. We strongly believe all results deserve to be published and documented for the advancement of science. BB Reports specifically appreciates receiving reports on: Negative results, Replication studies, Reanalysis of previous datasets.