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Landscape and dynamics of single tumor and immune cells in early and advanced‐stage lung adenocarcinoma

Background Lung adenocarcinoma (LUAD) patients with different American Joint Committee on Cancer stages have different overall 5‐year survival rates. The tumor microenvironment (TME) and intra‐tumor heterogeneity (ITH) have been shown to play a crucial role in the occurrence and development of tumor...

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Published in:Clinical and translational medicine 2021-03, Vol.11 (3), p.e350-n/a
Main Authors: Chen, Zhencong, Huang, Yiwei, Hu, Zhengyang, Zhao, Mengnan, Li, Ming, Bi, Guoshu, Zheng, Yuansheng, Liang, Jiaqi, Lu, Tao, Jiang, Wei, Xu, Songtao, Zhan, Cheng, Xi, Junjie, Wang, Qun, Tan, Lijie
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container_title Clinical and translational medicine
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creator Chen, Zhencong
Huang, Yiwei
Hu, Zhengyang
Zhao, Mengnan
Li, Ming
Bi, Guoshu
Zheng, Yuansheng
Liang, Jiaqi
Lu, Tao
Jiang, Wei
Xu, Songtao
Zhan, Cheng
Xi, Junjie
Wang, Qun
Tan, Lijie
description Background Lung adenocarcinoma (LUAD) patients with different American Joint Committee on Cancer stages have different overall 5‐year survival rates. The tumor microenvironment (TME) and intra‐tumor heterogeneity (ITH) have been shown to play a crucial role in the occurrence and development of tumors. However, the TME and ITH in different lesions of LUAD have not been extensively explored. Methods We present a 204,157‐cell catalog of the TME transcriptome in 29 lung samples to systematically explore the TME and ITH in the different stages of LUAD. Traditional RNA sequencing data and complete clinical information were downloaded from publicly available databases. Results Based on these high‐quality cells, we constructed a single‐cell network underlying cellular and molecular features of normal lung, early LUAD, and advanced LUAD cells. In contrast with early malignant cells, we noticed that advanced malignant cells had a remarkably more complex TME and higher ITH level. We also found that compared with other immune cells, more differences in CD8+/CTL T cells, regulatory T cells, and follicular B cells were evident between early and advanced LUAD. Additionally, cell‐cell communication analyses, revealed great diversity between different lesions of LUAD at the single‐cell level. Flow cytometry and qRT‐PCR were used to validate our results. Conclusion Our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. We believe our research, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future. Our study comprehensively studied the tumor microenvironment (TME)and intra‐tumor heterogeneity (ITH) in different stages of LUAD by both scRNA‐seq and bulk RNA‐seq analyses. Based on these high‐quality cells derived from different tissues, our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. This study, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future.
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The tumor microenvironment (TME) and intra‐tumor heterogeneity (ITH) have been shown to play a crucial role in the occurrence and development of tumors. However, the TME and ITH in different lesions of LUAD have not been extensively explored. Methods We present a 204,157‐cell catalog of the TME transcriptome in 29 lung samples to systematically explore the TME and ITH in the different stages of LUAD. Traditional RNA sequencing data and complete clinical information were downloaded from publicly available databases. Results Based on these high‐quality cells, we constructed a single‐cell network underlying cellular and molecular features of normal lung, early LUAD, and advanced LUAD cells. In contrast with early malignant cells, we noticed that advanced malignant cells had a remarkably more complex TME and higher ITH level. We also found that compared with other immune cells, more differences in CD8+/CTL T cells, regulatory T cells, and follicular B cells were evident between early and advanced LUAD. Additionally, cell‐cell communication analyses, revealed great diversity between different lesions of LUAD at the single‐cell level. Flow cytometry and qRT‐PCR were used to validate our results. Conclusion Our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. We believe our research, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future. Our study comprehensively studied the tumor microenvironment (TME)and intra‐tumor heterogeneity (ITH) in different stages of LUAD by both scRNA‐seq and bulk RNA‐seq analyses. Based on these high‐quality cells derived from different tissues, our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. This study, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future.</description><identifier>ISSN: 2001-1326</identifier><identifier>EISSN: 2001-1326</identifier><identifier>DOI: 10.1002/ctm2.350</identifier><identifier>PMID: 33783985</identifier><language>eng</language><publisher>United States: John Wiley &amp; Sons, Inc</publisher><subject>Adenocarcinoma of Lung - genetics ; Adenocarcinoma of Lung - immunology ; Adenocarcinoma of Lung - pathology ; advanced/early lung adenocarcinoma ; Aged ; Biomarkers, Tumor - genetics ; Biomarkers, Tumor - immunology ; Cancer ; Clinical medicine ; Datasets ; Female ; Fibroblasts ; Gene expression ; Genomics ; heterogeneity ; Humans ; Lung cancer ; Lung Neoplasms - genetics ; Lung Neoplasms - immunology ; Lung Neoplasms - pathology ; Male ; Middle Aged ; Patients ; Prognosis ; single‐cell RNA‐seq ; Survival Rate ; the tumor microenvironment ; Thoracic surgery ; Transcriptome - genetics ; Transcriptome - immunology ; Tumor Microenvironment - genetics ; Tumor Microenvironment - immunology ; Tumors</subject><ispartof>Clinical and translational medicine, 2021-03, Vol.11 (3), p.e350-n/a</ispartof><rights>2021 The Authors. published by John Wiley &amp; Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics</rights><rights>2021 The Authors. Clinical and Translational Medicine published by John Wiley &amp; Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics.</rights><rights>2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4340-9e155868f21ee4101f993e3940e9bbfa7a73aa379dbdeac450e7881ecb0553613</citedby><cites>FETCH-LOGICAL-c4340-9e155868f21ee4101f993e3940e9bbfa7a73aa379dbdeac450e7881ecb0553613</cites><orcidid>0000-0001-8745-9276</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2760814428/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2760814428?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,11538,25728,27898,27899,36986,36987,44563,46024,46448,53763,53765,75093</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33783985$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Zhencong</creatorcontrib><creatorcontrib>Huang, Yiwei</creatorcontrib><creatorcontrib>Hu, Zhengyang</creatorcontrib><creatorcontrib>Zhao, Mengnan</creatorcontrib><creatorcontrib>Li, Ming</creatorcontrib><creatorcontrib>Bi, Guoshu</creatorcontrib><creatorcontrib>Zheng, Yuansheng</creatorcontrib><creatorcontrib>Liang, Jiaqi</creatorcontrib><creatorcontrib>Lu, Tao</creatorcontrib><creatorcontrib>Jiang, Wei</creatorcontrib><creatorcontrib>Xu, Songtao</creatorcontrib><creatorcontrib>Zhan, Cheng</creatorcontrib><creatorcontrib>Xi, Junjie</creatorcontrib><creatorcontrib>Wang, Qun</creatorcontrib><creatorcontrib>Tan, Lijie</creatorcontrib><title>Landscape and dynamics of single tumor and immune cells in early and advanced‐stage lung adenocarcinoma</title><title>Clinical and translational medicine</title><addtitle>Clin Transl Med</addtitle><description>Background Lung adenocarcinoma (LUAD) patients with different American Joint Committee on Cancer stages have different overall 5‐year survival rates. The tumor microenvironment (TME) and intra‐tumor heterogeneity (ITH) have been shown to play a crucial role in the occurrence and development of tumors. However, the TME and ITH in different lesions of LUAD have not been extensively explored. Methods We present a 204,157‐cell catalog of the TME transcriptome in 29 lung samples to systematically explore the TME and ITH in the different stages of LUAD. Traditional RNA sequencing data and complete clinical information were downloaded from publicly available databases. Results Based on these high‐quality cells, we constructed a single‐cell network underlying cellular and molecular features of normal lung, early LUAD, and advanced LUAD cells. In contrast with early malignant cells, we noticed that advanced malignant cells had a remarkably more complex TME and higher ITH level. We also found that compared with other immune cells, more differences in CD8+/CTL T cells, regulatory T cells, and follicular B cells were evident between early and advanced LUAD. Additionally, cell‐cell communication analyses, revealed great diversity between different lesions of LUAD at the single‐cell level. Flow cytometry and qRT‐PCR were used to validate our results. Conclusion Our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. We believe our research, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future. Our study comprehensively studied the tumor microenvironment (TME)and intra‐tumor heterogeneity (ITH) in different stages of LUAD by both scRNA‐seq and bulk RNA‐seq analyses. Based on these high‐quality cells derived from different tissues, our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. 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The tumor microenvironment (TME) and intra‐tumor heterogeneity (ITH) have been shown to play a crucial role in the occurrence and development of tumors. However, the TME and ITH in different lesions of LUAD have not been extensively explored. Methods We present a 204,157‐cell catalog of the TME transcriptome in 29 lung samples to systematically explore the TME and ITH in the different stages of LUAD. Traditional RNA sequencing data and complete clinical information were downloaded from publicly available databases. Results Based on these high‐quality cells, we constructed a single‐cell network underlying cellular and molecular features of normal lung, early LUAD, and advanced LUAD cells. In contrast with early malignant cells, we noticed that advanced malignant cells had a remarkably more complex TME and higher ITH level. We also found that compared with other immune cells, more differences in CD8+/CTL T cells, regulatory T cells, and follicular B cells were evident between early and advanced LUAD. Additionally, cell‐cell communication analyses, revealed great diversity between different lesions of LUAD at the single‐cell level. Flow cytometry and qRT‐PCR were used to validate our results. Conclusion Our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. We believe our research, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future. Our study comprehensively studied the tumor microenvironment (TME)and intra‐tumor heterogeneity (ITH) in different stages of LUAD by both scRNA‐seq and bulk RNA‐seq analyses. Based on these high‐quality cells derived from different tissues, our results revealed the cellular diversity and molecular complexity of cell lineages in different stages of LUAD. This study, which serves as a basic framework and valuable resource, can facilitate exploration of the pathogenesis of LUAD and identify novel therapeutic targets in the future.</abstract><cop>United States</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>33783985</pmid><doi>10.1002/ctm2.350</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0001-8745-9276</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adenocarcinoma of Lung - genetics
Adenocarcinoma of Lung - immunology
Adenocarcinoma of Lung - pathology
advanced/early lung adenocarcinoma
Aged
Biomarkers, Tumor - genetics
Biomarkers, Tumor - immunology
Cancer
Clinical medicine
Datasets
Female
Fibroblasts
Gene expression
Genomics
heterogeneity
Humans
Lung cancer
Lung Neoplasms - genetics
Lung Neoplasms - immunology
Lung Neoplasms - pathology
Male
Middle Aged
Patients
Prognosis
single‐cell RNA‐seq
Survival Rate
the tumor microenvironment
Thoracic surgery
Transcriptome - genetics
Transcriptome - immunology
Tumor Microenvironment - genetics
Tumor Microenvironment - immunology
Tumors
title Landscape and dynamics of single tumor and immune cells in early and advanced‐stage lung adenocarcinoma
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