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Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer
Background: Cancer is considered one of the most lethal diseases worldwide. Venous thromboembolism (VTE) is the second leading cause of death in cancer patients. As one of the most reproducible predictors of thromboembolism, the D-dimer level is commonly considered by oncologists. Previous studies h...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8902139/ https://www.ncbi.nlm.nih.gov/pubmed/35274004 http://dx.doi.org/10.3389/fmolb.2022.790706 |
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author | Guan, Yiming Xu, Bing Sui, Yi Chen, Zhezhou Luan, Yu Jiang, Yan Wei, Lijuan Long, Wenjing Zhao, Sansan Han, Lei Xu, Dakang Lin, Lin Guan, Qi |
author_facet | Guan, Yiming Xu, Bing Sui, Yi Chen, Zhezhou Luan, Yu Jiang, Yan Wei, Lijuan Long, Wenjing Zhao, Sansan Han, Lei Xu, Dakang Lin, Lin Guan, Qi |
author_sort | Guan, Yiming |
collection | PubMed |
description | Background: Cancer is considered one of the most lethal diseases worldwide. Venous thromboembolism (VTE) is the second leading cause of death in cancer patients. As one of the most reproducible predictors of thromboembolism, the D-dimer level is commonly considered by oncologists. Previous studies have demonstrated that the most correlated genes at the D-dimer level are F3, F5 and FGA. Methods: Using data from TCGA and multiple webtools, including GEPIA2, UALCAN, TIMER2.0, Kaplan-Meier Plotter and CIBERSORTx, we analyzed the tumor mutation burden (TMB), microsatellite instability (MSI) and functions of D-dimer-related genes in cancer. Validation was conducted via quantitative real-time polymerase chain reaction (qRT-PCR) and independent GEO + GTEx cohort. All statistical analyses were performed in R software and GraphPad Prism 9. Results: F3, F5 and FGA were expressed differently in multiple cancer types. TMB, MSI and anti-PD1/PDL1 therapy responses were correlated with D-dimer-related gene expression. D-Dimer-related genes expression affect the survival of cancer patients. F3 and F5 functioned in TGF-beta signaling. F3 and F5 were related to immunity and affected the fraction of CD8(+) T cells by upregulating the TGF-beta signaling pathway, forming an F3, F5/TGF-beta signaling/CD8+ T cell axis. Conclusion: F3, F5 and FGA serve as satisfactory GC multibiomarkers and potentially influence the immune microenvironment and survival of cancer patients by influencing TGF-beta signaling. |
format | Online Article Text |
id | pubmed-8902139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89021392022-03-09 Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer Guan, Yiming Xu, Bing Sui, Yi Chen, Zhezhou Luan, Yu Jiang, Yan Wei, Lijuan Long, Wenjing Zhao, Sansan Han, Lei Xu, Dakang Lin, Lin Guan, Qi Front Mol Biosci Molecular Biosciences Background: Cancer is considered one of the most lethal diseases worldwide. Venous thromboembolism (VTE) is the second leading cause of death in cancer patients. As one of the most reproducible predictors of thromboembolism, the D-dimer level is commonly considered by oncologists. Previous studies have demonstrated that the most correlated genes at the D-dimer level are F3, F5 and FGA. Methods: Using data from TCGA and multiple webtools, including GEPIA2, UALCAN, TIMER2.0, Kaplan-Meier Plotter and CIBERSORTx, we analyzed the tumor mutation burden (TMB), microsatellite instability (MSI) and functions of D-dimer-related genes in cancer. Validation was conducted via quantitative real-time polymerase chain reaction (qRT-PCR) and independent GEO + GTEx cohort. All statistical analyses were performed in R software and GraphPad Prism 9. Results: F3, F5 and FGA were expressed differently in multiple cancer types. TMB, MSI and anti-PD1/PDL1 therapy responses were correlated with D-dimer-related gene expression. D-Dimer-related genes expression affect the survival of cancer patients. F3 and F5 functioned in TGF-beta signaling. F3 and F5 were related to immunity and affected the fraction of CD8(+) T cells by upregulating the TGF-beta signaling pathway, forming an F3, F5/TGF-beta signaling/CD8+ T cell axis. Conclusion: F3, F5 and FGA serve as satisfactory GC multibiomarkers and potentially influence the immune microenvironment and survival of cancer patients by influencing TGF-beta signaling. Frontiers Media S.A. 2022-02-22 /pmc/articles/PMC8902139/ /pubmed/35274004 http://dx.doi.org/10.3389/fmolb.2022.790706 Text en Copyright © 2022 Guan, Xu, Sui, Chen, Luan, Jiang, Wei, Long, Zhao, Han, Xu, Lin and Guan. 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 Guan, Yiming Xu, Bing Sui, Yi Chen, Zhezhou Luan, Yu Jiang, Yan Wei, Lijuan Long, Wenjing Zhao, Sansan Han, Lei Xu, Dakang Lin, Lin Guan, Qi Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title | Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title_full | Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title_fullStr | Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title_full_unstemmed | Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title_short | Pan-Cancer Analysis and Validation Reveals that D-Dimer-Related Genes are Prognostic and Downregulate CD8(+) T Cells via TGF-Beta Signaling in Gastric Cancer |
title_sort | pan-cancer analysis and validation reveals that d-dimer-related genes are prognostic and downregulate cd8(+) t cells via tgf-beta signaling in gastric cancer |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8902139/ https://www.ncbi.nlm.nih.gov/pubmed/35274004 http://dx.doi.org/10.3389/fmolb.2022.790706 |
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