Analysis of the Genetic Relationship between Atherosclerosis and Non-Alcoholic Fatty Liver Disease through Biological Interaction Networks

被引:6
作者
Andujar-Vera, Francisco [1 ,2 ,3 ,4 ]
Ferrer-Millan, Maria [1 ]
Garcia-Fontana, Cristina [1 ,2 ,5 ]
Garcia-Fontana, Beatriz [1 ,2 ,6 ]
Gonzalez-Salvatierra, Sheila [1 ,5 ,7 ]
de la Torre, Raquel [1 ,8 ]
Martinez-Heredia, Luis [1 ]
Riquelme-Gallego, Blanca [1 ,9 ]
Munoz-Torres, Manuel [1 ,2 ,5 ,7 ]
机构
[1] Inst Invest Biosanit Granada ibs GRANADA, Granada 18014, Spain
[2] Inst Salud Carlos III, CIBER Frailty & Hlth Aging CIBERFES, Madrid 28029, Spain
[3] Univ Granada, Dept Comp Sci & Artificial Intelligence, Granada 18071, Spain
[4] Andalusian Res Inst Data Sci & Computat Intellige, DaSCI Inst, Granada 18014, Spain
[5] Univ Hosp Clin San Cecilio, Endocrinol & Nutr Unit, Granada 18016, Spain
[6] Univ Granada, Dept Cell Biol, Granada 18016, Spain
[7] Univ Granada, Dept Med, Granada 18016, Spain
[8] Univ Granada, Dept Biochem Mol Biol & Immunol 3, Granada 18071, Spain
[9] Univ Granada, Dept Prevent Med & Publ Hlth, Granada 18016, Spain
关键词
atherosclerosis; non-alcoholic fatty liver disease; protein-protein interaction network; NEUTROPHIL EXTRACELLULAR TRAPS; NITRIC-OXIDE; DIRECT BINDING; PPAR-GAMMA; CELL; EXPRESSION; PROTEIN; ALPHA; ADIPOGENESIS; METALLOPROTEINASE;
D O I
10.3390/ijms24044124
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Non-alcoholic fatty liver disease (NAFLD) seems to have some molecular links with atherosclerosis (ATH); however, the molecular pathways which connect both pathologies remain unexplored to date. The identification of common factors is of great interest to explore some therapeutic strategies to improve the outcomes for those affected patients. Differentially expressed genes (DEGs) for NAFLD and ATH were extracted from the GSE89632 and GSE100927 datasets, and common up- and downregulated DEGs were identified. Subsequently, a protein-protein interaction (PPI) network based on the common DEGs was performed. Functional modules were identified, and the hub genes were extracted. Then, a Gene Ontology (GO) and pathway analysis of common DEGs was performed. DEGs analysis in NAFLD and ATH showed 21 genes that were regulated similarly in both pathologies. The common DEGs with high centrality scores were ADAMTS1 and CEBPA which appeared to be down- and up-regulated in both disorders, respectively. For the analysis of functional modules, two modules were identified. The first one was oriented to post-translational protein modification, where ADAMTS1 and ADAMTS4 were identified, and the second one mainly related to the immune response, where CSF3 was identified. These factors could be key proteins with an important role in the NAFLD/ATH axis.
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页数:16
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