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Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis

Familial hypercholesterolemia (FH) is a monogenic lipid disorder which promotes atherosclerosis and cardiovascular diseases. Owing to the lack of sufficient published information, this study aims to identify the potential genetic biomarkers for FH by studying the global gene expression profile of bl...

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Autores principales: Awan, Zuhier, Alrayes, Nuha, Khan, Zeenath, Almansouri, Majid, Ibrahim Hussain Bima, Abdulhadi, Almukadi, Haifa, Ibrahim Kutbi, Hussam, Jayasheela Shetty, Preetha, Ahmad Shaik, Noor, Banaganapalli, Babajan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280244/
https://www.ncbi.nlm.nih.gov/pubmed/35844366
http://dx.doi.org/10.1016/j.sjbs.2022.02.002
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author Awan, Zuhier
Alrayes, Nuha
Khan, Zeenath
Almansouri, Majid
Ibrahim Hussain Bima, Abdulhadi
Almukadi, Haifa
Ibrahim Kutbi, Hussam
Jayasheela Shetty, Preetha
Ahmad Shaik, Noor
Banaganapalli, Babajan
author_facet Awan, Zuhier
Alrayes, Nuha
Khan, Zeenath
Almansouri, Majid
Ibrahim Hussain Bima, Abdulhadi
Almukadi, Haifa
Ibrahim Kutbi, Hussam
Jayasheela Shetty, Preetha
Ahmad Shaik, Noor
Banaganapalli, Babajan
author_sort Awan, Zuhier
collection PubMed
description Familial hypercholesterolemia (FH) is a monogenic lipid disorder which promotes atherosclerosis and cardiovascular diseases. Owing to the lack of sufficient published information, this study aims to identify the potential genetic biomarkers for FH by studying the global gene expression profile of blood cells. The microarray expression data of FH patients and controls was analyzed by different computational biology methods like differential expression analysis, protein network mapping, hub gene identification, functional enrichment of biological pathways, and immune cell restriction analysis. Our results showed the dysregulated expression of 115 genes connected to lipid homeostasis, immune responses, cell adhesion molecules, canonical Wnt signaling, mucin type O-glycan biosynthesis pathways in FH patients. The findings from expanded protein interaction network construction with known FH genes and subsequent Gene Ontology (GO) annotations have also supported the above findings, in addition to identifying the involvement of dysregulated thyroid hormone and ErbB signaling pathways in FH patients. The genes like CSNK1A1, JAK3, PLCG2, RALA, and ZEB2 were found to be enriched under all GO annotation categories. The subsequent phenotype ontology results have revealed JAK3I, PLCG2, and ZEB2 as key hub genes contributing to the inflammation underlying cardiovascular and immune response related phenotypes. Immune cell restriction findings show that above three genes are highly expressed by T-follicular helper CD4(+) T cells, naïve B cells, and monocytes, respectively. These findings not only provide a theoretical basis to understand the role of immune dysregulations underlying the atherosclerosis among FH patients but may also pave the way to develop genomic medicine for cardiovascular diseases.
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spelling pubmed-92802442022-07-15 Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis Awan, Zuhier Alrayes, Nuha Khan, Zeenath Almansouri, Majid Ibrahim Hussain Bima, Abdulhadi Almukadi, Haifa Ibrahim Kutbi, Hussam Jayasheela Shetty, Preetha Ahmad Shaik, Noor Banaganapalli, Babajan Saudi J Biol Sci Original Article Familial hypercholesterolemia (FH) is a monogenic lipid disorder which promotes atherosclerosis and cardiovascular diseases. Owing to the lack of sufficient published information, this study aims to identify the potential genetic biomarkers for FH by studying the global gene expression profile of blood cells. The microarray expression data of FH patients and controls was analyzed by different computational biology methods like differential expression analysis, protein network mapping, hub gene identification, functional enrichment of biological pathways, and immune cell restriction analysis. Our results showed the dysregulated expression of 115 genes connected to lipid homeostasis, immune responses, cell adhesion molecules, canonical Wnt signaling, mucin type O-glycan biosynthesis pathways in FH patients. The findings from expanded protein interaction network construction with known FH genes and subsequent Gene Ontology (GO) annotations have also supported the above findings, in addition to identifying the involvement of dysregulated thyroid hormone and ErbB signaling pathways in FH patients. The genes like CSNK1A1, JAK3, PLCG2, RALA, and ZEB2 were found to be enriched under all GO annotation categories. The subsequent phenotype ontology results have revealed JAK3I, PLCG2, and ZEB2 as key hub genes contributing to the inflammation underlying cardiovascular and immune response related phenotypes. Immune cell restriction findings show that above three genes are highly expressed by T-follicular helper CD4(+) T cells, naïve B cells, and monocytes, respectively. These findings not only provide a theoretical basis to understand the role of immune dysregulations underlying the atherosclerosis among FH patients but may also pave the way to develop genomic medicine for cardiovascular diseases. Elsevier 2022-05 2022-02-09 /pmc/articles/PMC9280244/ /pubmed/35844366 http://dx.doi.org/10.1016/j.sjbs.2022.02.002 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Article
Awan, Zuhier
Alrayes, Nuha
Khan, Zeenath
Almansouri, Majid
Ibrahim Hussain Bima, Abdulhadi
Almukadi, Haifa
Ibrahim Kutbi, Hussam
Jayasheela Shetty, Preetha
Ahmad Shaik, Noor
Banaganapalli, Babajan
Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title_full Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title_fullStr Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title_full_unstemmed Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title_short Identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
title_sort identifying significant genes and functionally enriched pathways in familial hypercholesterolemia using integrated gene co-expression network analysis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9280244/
https://www.ncbi.nlm.nih.gov/pubmed/35844366
http://dx.doi.org/10.1016/j.sjbs.2022.02.002
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