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Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis

BACKGROUND: Colorectal cancer (CRC) is one of the common gastrointestinal malignancies, tumor heterogeneity is the main cause of refractory CRC. Syndrome differentiation is the premise of individualized treatment of traditional Chinese medicine (TCM), but TCM syndrome lacks objective identification...

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Autores principales: Lu, Yiyu, Zhou, Chungen, Zhu, Meidong, Fu, Zhiliang, Shi, Yong, Li, Min, Wang, Wenhai, Zhu, Shibo, Jiang, Bin, Luo, Yunquan, Su, Shibing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8650518/
https://www.ncbi.nlm.nih.gov/pubmed/34876190
http://dx.doi.org/10.1186/s13020-021-00547-7
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author Lu, Yiyu
Zhou, Chungen
Zhu, Meidong
Fu, Zhiliang
Shi, Yong
Li, Min
Wang, Wenhai
Zhu, Shibo
Jiang, Bin
Luo, Yunquan
Su, Shibing
author_facet Lu, Yiyu
Zhou, Chungen
Zhu, Meidong
Fu, Zhiliang
Shi, Yong
Li, Min
Wang, Wenhai
Zhu, Shibo
Jiang, Bin
Luo, Yunquan
Su, Shibing
author_sort Lu, Yiyu
collection PubMed
description BACKGROUND: Colorectal cancer (CRC) is one of the common gastrointestinal malignancies, tumor heterogeneity is the main cause of refractory CRC. Syndrome differentiation is the premise of individualized treatment of traditional Chinese medicine (TCM), but TCM syndrome lacks objective identification in CRC. This study is to investigate the correlation and significance of tumor heterogeneity and TCM syndromes classification in CRC. METHODS: In this study, we using scRNA-seq technology, investigate the significance of tumor heterogeneity in TCM syndromes classification on CRC. RESULTS: The results showed that 662 cells isolated from 11 primary CRC tumors are divided into 14 different cell clusters, and each cell subtype and its genes have different functions and signal transduction pathways, indicating significant heterogeneity. CRC tumor cell clusters have different proportions in Excess, Deficiency and Deficiency-Excess syndromes, and have their own characteristic genes, gene co-expression networks, gene functional interpretations as well as monocle functional evolution. Moreover, there were significant differences between the high expressions of MUC2, REG4, COL1A2, POSTN, SDPR, GPX1, ELF3, KRT8, KRT18, KRT19, FN1, SERPINE1, TCF4 and ZEB1 genes in Excess and Deficiency syndrome classification in CRC (P < 0.01). CONCLUSIONS: The Excess and Deficiency syndromes classification may be related to tumor heterogeneity and its microenvironment in CRC.
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spelling pubmed-86505182021-12-07 Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis Lu, Yiyu Zhou, Chungen Zhu, Meidong Fu, Zhiliang Shi, Yong Li, Min Wang, Wenhai Zhu, Shibo Jiang, Bin Luo, Yunquan Su, Shibing Chin Med Research BACKGROUND: Colorectal cancer (CRC) is one of the common gastrointestinal malignancies, tumor heterogeneity is the main cause of refractory CRC. Syndrome differentiation is the premise of individualized treatment of traditional Chinese medicine (TCM), but TCM syndrome lacks objective identification in CRC. This study is to investigate the correlation and significance of tumor heterogeneity and TCM syndromes classification in CRC. METHODS: In this study, we using scRNA-seq technology, investigate the significance of tumor heterogeneity in TCM syndromes classification on CRC. RESULTS: The results showed that 662 cells isolated from 11 primary CRC tumors are divided into 14 different cell clusters, and each cell subtype and its genes have different functions and signal transduction pathways, indicating significant heterogeneity. CRC tumor cell clusters have different proportions in Excess, Deficiency and Deficiency-Excess syndromes, and have their own characteristic genes, gene co-expression networks, gene functional interpretations as well as monocle functional evolution. Moreover, there were significant differences between the high expressions of MUC2, REG4, COL1A2, POSTN, SDPR, GPX1, ELF3, KRT8, KRT18, KRT19, FN1, SERPINE1, TCF4 and ZEB1 genes in Excess and Deficiency syndrome classification in CRC (P < 0.01). CONCLUSIONS: The Excess and Deficiency syndromes classification may be related to tumor heterogeneity and its microenvironment in CRC. BioMed Central 2021-12-07 /pmc/articles/PMC8650518/ /pubmed/34876190 http://dx.doi.org/10.1186/s13020-021-00547-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Lu, Yiyu
Zhou, Chungen
Zhu, Meidong
Fu, Zhiliang
Shi, Yong
Li, Min
Wang, Wenhai
Zhu, Shibo
Jiang, Bin
Luo, Yunquan
Su, Shibing
Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title_full Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title_fullStr Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title_full_unstemmed Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title_short Traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell RNA sequencing analysis
title_sort traditional chinese medicine syndromes classification associates with tumor cell and microenvironment heterogeneity in colorectal cancer: a single cell rna sequencing analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8650518/
https://www.ncbi.nlm.nih.gov/pubmed/34876190
http://dx.doi.org/10.1186/s13020-021-00547-7
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