Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq

Abstract Gastric cancer (GC) is a leading cause of cancer-induced mortality, with poor prognosis with metastasis. The mechanism of gastric carcinoma lymph node metastasis remains unknown due to traditional bulk-leveled approaches masking the roles of subpopulations. To answer questions concerning me...

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Main Authors: Bin Wang, Yingyi Zhang, Tao Qing, Kaichen Xing, Jie Li, Timing Zhen, Sibo Zhu, Xianbao Zhan
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-80881-2
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spelling doaj-6f415778d2ba4f12b6d97c878fc15f5b2021-01-17T12:34:04ZengNature Publishing GroupScientific Reports2045-23222021-01-0111111010.1038/s41598-020-80881-2Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seqBin Wang0Yingyi Zhang1Tao Qing2Kaichen Xing3Jie Li4Timing Zhen5Sibo Zhu6Xianbao Zhan7Department of Oncology, Changhai Hospital, Second Military Medical UniversityDepartment of Oncology, Changhai Hospital, Second Military Medical UniversitySchool of Life Sciences, Fudan UniversityShanghai Cinoasia InstituteShanghai Cinoasia InstituteShanghai Cinoasia InstituteSchool of Life Sciences, Fudan UniversityDepartment of Oncology, Changhai Hospital, Second Military Medical UniversityAbstract Gastric cancer (GC) is a leading cause of cancer-induced mortality, with poor prognosis with metastasis. The mechanism of gastric carcinoma lymph node metastasis remains unknown due to traditional bulk-leveled approaches masking the roles of subpopulations. To answer questions concerning metastasis from the gastric carcinoma intratumoural perspective, we performed single-cell level analysis on three gastric cancer patients with primary cancer and paired metastatic lymph node cancer tissues using single-cell RNA-seq (scRNA-seq). The results showed distinct carcinoma profiles from each patient, and diverse microenvironmental subsets were shared across different patients. Clustering data showed significant intratumoural heterogeneity. The results also revealed a subgroup of cells bridging the metastatic group and primary group, implying the transition state of cancer during the metastatic process. In the present study, we obtained a more comprehensive picture of gastric cancer lymph node metastasis, and we discovered some GC lymph node metastasis marker genes (ERBB2, CLDN11 and CDK12), as well as potential gastric cancer evolution-driving genes (FOS and JUN), which provide a basis for the treatment of GC.https://doi.org/10.1038/s41598-020-80881-2
collection DOAJ
language English
format Article
sources DOAJ
author Bin Wang
Yingyi Zhang
Tao Qing
Kaichen Xing
Jie Li
Timing Zhen
Sibo Zhu
Xianbao Zhan
spellingShingle Bin Wang
Yingyi Zhang
Tao Qing
Kaichen Xing
Jie Li
Timing Zhen
Sibo Zhu
Xianbao Zhan
Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
Scientific Reports
author_facet Bin Wang
Yingyi Zhang
Tao Qing
Kaichen Xing
Jie Li
Timing Zhen
Sibo Zhu
Xianbao Zhan
author_sort Bin Wang
title Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
title_short Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
title_full Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
title_fullStr Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
title_full_unstemmed Comprehensive analysis of metastatic gastric cancer tumour cells using single-cell RNA-seq
title_sort comprehensive analysis of metastatic gastric cancer tumour cells using single-cell rna-seq
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-01-01
description Abstract Gastric cancer (GC) is a leading cause of cancer-induced mortality, with poor prognosis with metastasis. The mechanism of gastric carcinoma lymph node metastasis remains unknown due to traditional bulk-leveled approaches masking the roles of subpopulations. To answer questions concerning metastasis from the gastric carcinoma intratumoural perspective, we performed single-cell level analysis on three gastric cancer patients with primary cancer and paired metastatic lymph node cancer tissues using single-cell RNA-seq (scRNA-seq). The results showed distinct carcinoma profiles from each patient, and diverse microenvironmental subsets were shared across different patients. Clustering data showed significant intratumoural heterogeneity. The results also revealed a subgroup of cells bridging the metastatic group and primary group, implying the transition state of cancer during the metastatic process. In the present study, we obtained a more comprehensive picture of gastric cancer lymph node metastasis, and we discovered some GC lymph node metastasis marker genes (ERBB2, CLDN11 and CDK12), as well as potential gastric cancer evolution-driving genes (FOS and JUN), which provide a basis for the treatment of GC.
url https://doi.org/10.1038/s41598-020-80881-2
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