Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1784746595784327168 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9280244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT awanzuhier identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT alrayesnuha identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT khanzeenath identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT almansourimajid identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT ibrahimhussainbimaabdulhadi identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT almukadihaifa identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT ibrahimkutbihussam identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT jayasheelashettypreetha identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT ahmadshaiknoor identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis AT banaganapallibabajan identifyingsignificantgenesandfunctionallyenrichedpathwaysinfamilialhypercholesterolemiausingintegratedgenecoexpressionnetworkanalysis |