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Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases

Background: Endothelial-to-mesenchymal transition (EndMT) is poorly understood in digestive diseases, and the function of metabolism in EndMT is uncertain. Objective: The goal of this study is to elucidate the role of EndMT in digestive diseases and to describe its metabolic state. Method: The GEO d...

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Autores principales: Zhou, Qiao, Zhang, Xin, Tong, Xia, Tang, Chuang, Chen, Xin, Peng, Ling, Xia, Xiangen, Zhang, Lanlan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9216733/
https://www.ncbi.nlm.nih.gov/pubmed/35755820
http://dx.doi.org/10.3389/fmolb.2022.866408
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author Zhou, Qiao
Zhang, Xin
Tong, Xia
Tang, Chuang
Chen, Xin
Peng, Ling
Xia, Xiangen
Zhang, Lanlan
author_facet Zhou, Qiao
Zhang, Xin
Tong, Xia
Tang, Chuang
Chen, Xin
Peng, Ling
Xia, Xiangen
Zhang, Lanlan
author_sort Zhou, Qiao
collection PubMed
description Background: Endothelial-to-mesenchymal transition (EndMT) is poorly understood in digestive diseases, and the function of metabolism in EndMT is uncertain. Objective: The goal of this study is to elucidate the role of EndMT in digestive diseases and to describe its metabolic state. Method: The GEO database was used to extract single-cell data in order to discover EndMT subpopulations in digestive organs such as premalignant lesions and cancer of the stomach, intestine, and pancreas. Results: By single-cell RNA sequencing in digestive diseases, we generated a single-cell atlas from tissues of patients spanning a cascade of premalignant lesions and cancer. We next established a single-cell network elucidating the cellular and molecular characteristics of endothelial cells (ECs) across many lesions and identified key genes linked with EndMT in premalignant lesions and cancer lesions. The EndMT activation of a wide variety of metabolic signaling pathways was discovered in ECs, and further study of premalignant lesions and cancer tissue indicated that glucose metabolism increased in premalignant lesions and reached a maximum in cancer tissue. Finally, it was shown that INSR and LDHA might be used as prognostic markers for developing premalignant lesions to cancer involving glucose metabolism in digestive diseases. Conclusion: For the first time, we discovered EndMT’s role in digestive diseases and described its metabolism, underscoring its crucial role in glucose metabolism in the disease. We found several targets via gene screening that are beneficial for predicting premalignant lesions that progress to cancer.
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spelling pubmed-92167332022-06-23 Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases Zhou, Qiao Zhang, Xin Tong, Xia Tang, Chuang Chen, Xin Peng, Ling Xia, Xiangen Zhang, Lanlan Front Mol Biosci Molecular Biosciences Background: Endothelial-to-mesenchymal transition (EndMT) is poorly understood in digestive diseases, and the function of metabolism in EndMT is uncertain. Objective: The goal of this study is to elucidate the role of EndMT in digestive diseases and to describe its metabolic state. Method: The GEO database was used to extract single-cell data in order to discover EndMT subpopulations in digestive organs such as premalignant lesions and cancer of the stomach, intestine, and pancreas. Results: By single-cell RNA sequencing in digestive diseases, we generated a single-cell atlas from tissues of patients spanning a cascade of premalignant lesions and cancer. We next established a single-cell network elucidating the cellular and molecular characteristics of endothelial cells (ECs) across many lesions and identified key genes linked with EndMT in premalignant lesions and cancer lesions. The EndMT activation of a wide variety of metabolic signaling pathways was discovered in ECs, and further study of premalignant lesions and cancer tissue indicated that glucose metabolism increased in premalignant lesions and reached a maximum in cancer tissue. Finally, it was shown that INSR and LDHA might be used as prognostic markers for developing premalignant lesions to cancer involving glucose metabolism in digestive diseases. Conclusion: For the first time, we discovered EndMT’s role in digestive diseases and described its metabolism, underscoring its crucial role in glucose metabolism in the disease. We found several targets via gene screening that are beneficial for predicting premalignant lesions that progress to cancer. Frontiers Media S.A. 2022-06-08 /pmc/articles/PMC9216733/ /pubmed/35755820 http://dx.doi.org/10.3389/fmolb.2022.866408 Text en Copyright © 2022 Zhou, Zhang, Tong, Tang, Chen, Peng, Xia and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Zhou, Qiao
Zhang, Xin
Tong, Xia
Tang, Chuang
Chen, Xin
Peng, Ling
Xia, Xiangen
Zhang, Lanlan
Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title_full Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title_fullStr Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title_full_unstemmed Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title_short Single Cell Meta-Analysis of Endothelial to Mesenchymal Transition (EndMT) in Glucose Metabolism of the Digestive Diseases
title_sort single cell meta-analysis of endothelial to mesenchymal transition (endmt) in glucose metabolism of the digestive diseases
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9216733/
https://www.ncbi.nlm.nih.gov/pubmed/35755820
http://dx.doi.org/10.3389/fmolb.2022.866408
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