Cargando…
Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma
INTRODUCTION: Screening for metabolically relevant differentially expressed genes (DEGs) shared by hepatocellular carcinoma (HCC) and vascular cognitive impairment (VCI) to explore the possible mechanisms of HCC-induced VCI. METHODS: Based on metabolomic and gene expression data for HCC and VCI, 14...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10062391/ https://www.ncbi.nlm.nih.gov/pubmed/37008043 http://dx.doi.org/10.3389/fneur.2022.1109019 |
_version_ | 1785017484189892608 |
---|---|
author | Zhu, Dan Zhu, Yamei Liu, Lin He, Xiaoxue Fu, Shizhong |
author_facet | Zhu, Dan Zhu, Yamei Liu, Lin He, Xiaoxue Fu, Shizhong |
author_sort | Zhu, Dan |
collection | PubMed |
description | INTRODUCTION: Screening for metabolically relevant differentially expressed genes (DEGs) shared by hepatocellular carcinoma (HCC) and vascular cognitive impairment (VCI) to explore the possible mechanisms of HCC-induced VCI. METHODS: Based on metabolomic and gene expression data for HCC and VCI, 14 genes were identified as being associated with changes in HCC metabolites, and 71 genes were associated with changes in VCI metabolites. Multi-omics analysis was used to screen 360 DEGs associated with HCC metabolism and 63 DEGs associated with VCI metabolism. RESULTS: According to the Cancer Genome Atlas (TCGA) database, 882 HCC-associated DEGs were identified and 343 VCI-associated DEGs were identified. Eight genes were found at the intersection of these two gene sets: NNMT, PHGDH, NR1I2, CYP2J2, PON1, APOC2, CCL2, and SOCS3. The HCC metabolomics prognostic model was constructed and proved to have a good prognostic effect. The HCC metabolomics prognostic model was constructed and proved to have a good prognostic effect. Following principal component analyses (PCA), functional enrichment analyses, immune function analyses, and TMB analyses, these eight DEGs were identified as possibly affecting HCC-induced VCI and the immune microenvironment. As well as gene expression and gene set enrichment analyses (GSEA), a potential drug screen was conducted to investigate the possible mechanisms involved in HCC-induced VCI. The drug screening revealed the potential clinical efficacy of A-443654, A-770041, AP-24534, BI-2536, BMS- 509744, CGP-60474, and CGP-082996. CONCLUSION: HCC-associated metabolic DEGs may influence the development of VCI in HCC patients. |
format | Online Article Text |
id | pubmed-10062391 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100623912023-03-31 Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma Zhu, Dan Zhu, Yamei Liu, Lin He, Xiaoxue Fu, Shizhong Front Neurol Neurology INTRODUCTION: Screening for metabolically relevant differentially expressed genes (DEGs) shared by hepatocellular carcinoma (HCC) and vascular cognitive impairment (VCI) to explore the possible mechanisms of HCC-induced VCI. METHODS: Based on metabolomic and gene expression data for HCC and VCI, 14 genes were identified as being associated with changes in HCC metabolites, and 71 genes were associated with changes in VCI metabolites. Multi-omics analysis was used to screen 360 DEGs associated with HCC metabolism and 63 DEGs associated with VCI metabolism. RESULTS: According to the Cancer Genome Atlas (TCGA) database, 882 HCC-associated DEGs were identified and 343 VCI-associated DEGs were identified. Eight genes were found at the intersection of these two gene sets: NNMT, PHGDH, NR1I2, CYP2J2, PON1, APOC2, CCL2, and SOCS3. The HCC metabolomics prognostic model was constructed and proved to have a good prognostic effect. The HCC metabolomics prognostic model was constructed and proved to have a good prognostic effect. Following principal component analyses (PCA), functional enrichment analyses, immune function analyses, and TMB analyses, these eight DEGs were identified as possibly affecting HCC-induced VCI and the immune microenvironment. As well as gene expression and gene set enrichment analyses (GSEA), a potential drug screen was conducted to investigate the possible mechanisms involved in HCC-induced VCI. The drug screening revealed the potential clinical efficacy of A-443654, A-770041, AP-24534, BI-2536, BMS- 509744, CGP-60474, and CGP-082996. CONCLUSION: HCC-associated metabolic DEGs may influence the development of VCI in HCC patients. Frontiers Media S.A. 2023-03-16 /pmc/articles/PMC10062391/ /pubmed/37008043 http://dx.doi.org/10.3389/fneur.2022.1109019 Text en Copyright © 2023 Zhu, Zhu, Liu, He and Fu. 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 | Neurology Zhu, Dan Zhu, Yamei Liu, Lin He, Xiaoxue Fu, Shizhong Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title | Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title_full | Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title_fullStr | Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title_full_unstemmed | Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title_short | Metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
title_sort | metabolomic analysis of vascular cognitive impairment due to hepatocellular carcinoma |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10062391/ https://www.ncbi.nlm.nih.gov/pubmed/37008043 http://dx.doi.org/10.3389/fneur.2022.1109019 |
work_keys_str_mv | AT zhudan metabolomicanalysisofvascularcognitiveimpairmentduetohepatocellularcarcinoma AT zhuyamei metabolomicanalysisofvascularcognitiveimpairmentduetohepatocellularcarcinoma AT liulin metabolomicanalysisofvascularcognitiveimpairmentduetohepatocellularcarcinoma AT hexiaoxue metabolomicanalysisofvascularcognitiveimpairmentduetohepatocellularcarcinoma AT fushizhong metabolomicanalysisofvascularcognitiveimpairmentduetohepatocellularcarcinoma |