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Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation

BACKGROUND: Patients with diabetes mellitus (DM) have a higher incidence of malignant tumors than people without diabetes, but the underlying molecular mechanisms are still unclear. METHODS: To investigate the link between DM and cancer, we screened publicly available databases for diabetes and canc...

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Autores principales: Tan, Yejun, Kang, Jin, Li, Hongli, Zhong, Aifang, Liu, Yaqiong, Zhang, Zheyu, Huang, Roujie, Cheng, Xin, Peng, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076825/
https://www.ncbi.nlm.nih.gov/pubmed/37033970
http://dx.doi.org/10.3389/fimmu.2023.1149810
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author Tan, Yejun
Kang, Jin
Li, Hongli
Zhong, Aifang
Liu, Yaqiong
Zhang, Zheyu
Huang, Roujie
Cheng, Xin
Peng, Weijun
author_facet Tan, Yejun
Kang, Jin
Li, Hongli
Zhong, Aifang
Liu, Yaqiong
Zhang, Zheyu
Huang, Roujie
Cheng, Xin
Peng, Weijun
author_sort Tan, Yejun
collection PubMed
description BACKGROUND: Patients with diabetes mellitus (DM) have a higher incidence of malignant tumors than people without diabetes, but the underlying molecular mechanisms are still unclear. METHODS: To investigate the link between DM and cancer, we screened publicly available databases for diabetes and cancer-related genes (DCRGs) and constructed a diabetes-based cancer-associated inflammation network (DCIN). We integrated seven DCRGs into the DCIN and analyzed their role in different tumors from various perspectives. We also investigated drug sensitivity and single-cell sequencing data in colon adenocarcinoma as an example. In addition, we performed in vitro experiments to verify the expression of DCRGs and the arachidonic acid metabolic pathway. RESULTS: Seven identified DCRGs, including PPARG, MMP9, CTNNB1, TNF, TGFB1, PTGS2, and HIF1A, were integrated to construct a DCIN. The bioinformatics analysis showed that the expression of the seven DCRGs in different tumors was significantly different, which had varied effects on diverse perspectives. Single-cell sequencing analyzed in colon cancer showed that the activity of the DCRGs was highest in Macrophage and the lowest in B cells among all cell types in adenoma and carcinoma tissue. In vitro experiments showed that the DCRGs verified by western bolt and PEG2 verified by ELISA were all highly expressed in COAD epithelial cells stimulated by high glucose. CONCLUSION: This study, for the first time, constructed a DCIN, which provides novel insights into the underlying mechanism of how DM increases tumor occurrence and development. Although further research is required, our results offer clues for new potential therapeutic strategies to prevent and treat malignant tumors.
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spelling pubmed-100768252023-04-07 Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation Tan, Yejun Kang, Jin Li, Hongli Zhong, Aifang Liu, Yaqiong Zhang, Zheyu Huang, Roujie Cheng, Xin Peng, Weijun Front Immunol Immunology BACKGROUND: Patients with diabetes mellitus (DM) have a higher incidence of malignant tumors than people without diabetes, but the underlying molecular mechanisms are still unclear. METHODS: To investigate the link between DM and cancer, we screened publicly available databases for diabetes and cancer-related genes (DCRGs) and constructed a diabetes-based cancer-associated inflammation network (DCIN). We integrated seven DCRGs into the DCIN and analyzed their role in different tumors from various perspectives. We also investigated drug sensitivity and single-cell sequencing data in colon adenocarcinoma as an example. In addition, we performed in vitro experiments to verify the expression of DCRGs and the arachidonic acid metabolic pathway. RESULTS: Seven identified DCRGs, including PPARG, MMP9, CTNNB1, TNF, TGFB1, PTGS2, and HIF1A, were integrated to construct a DCIN. The bioinformatics analysis showed that the expression of the seven DCRGs in different tumors was significantly different, which had varied effects on diverse perspectives. Single-cell sequencing analyzed in colon cancer showed that the activity of the DCRGs was highest in Macrophage and the lowest in B cells among all cell types in adenoma and carcinoma tissue. In vitro experiments showed that the DCRGs verified by western bolt and PEG2 verified by ELISA were all highly expressed in COAD epithelial cells stimulated by high glucose. CONCLUSION: This study, for the first time, constructed a DCIN, which provides novel insights into the underlying mechanism of how DM increases tumor occurrence and development. Although further research is required, our results offer clues for new potential therapeutic strategies to prevent and treat malignant tumors. Frontiers Media S.A. 2023-03-23 /pmc/articles/PMC10076825/ /pubmed/37033970 http://dx.doi.org/10.3389/fimmu.2023.1149810 Text en Copyright © 2023 Tan, Kang, Li, Zhong, Liu, Zhang, Huang, Cheng and Peng 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 Immunology
Tan, Yejun
Kang, Jin
Li, Hongli
Zhong, Aifang
Liu, Yaqiong
Zhang, Zheyu
Huang, Roujie
Cheng, Xin
Peng, Weijun
Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title_full Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title_fullStr Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title_full_unstemmed Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title_short Diabetes mellitus induces a novel inflammatory network involving cancer progression: Insights from bioinformatic analysis and in vitro validation
title_sort diabetes mellitus induces a novel inflammatory network involving cancer progression: insights from bioinformatic analysis and in vitro validation
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10076825/
https://www.ncbi.nlm.nih.gov/pubmed/37033970
http://dx.doi.org/10.3389/fimmu.2023.1149810
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