Identification of the Key Pathways and Genes in Hypoxia Pulmonary Arterial Hypertension Following Intrauterine Growth Retardation

被引:2
作者
Zhu, Weifen [1 ]
Zhang, Ziming [2 ]
Gui, Weiwei [1 ]
Shen, Zheng [3 ]
Chen, Yixin [1 ]
Yin, Xueyao [1 ]
Liang, Li [4 ]
Li, Lin [1 ]
机构
[1] Zhejiang Univ, Affiliated Sir Run Run Shaw Hosp, Sch Med, Dept Endocrinol, Hangzhou, Peoples R China
[2] Zhejiang Univ, Sch Med, Dept Neonatol, Childrens Hosp, Hangzhou, Peoples R China
[3] Zhejiang Univ, Sch Med, Dept Cent Lab, Childrens Hosp, Hangzhou, Peoples R China
[4] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Dept Pediat, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
pulmonary arterial hypertension; intrauterine growth retardation; hypoxia; weighted gene co-expression network analysis; metabolic dysfunction; RIGHT-VENTRICULAR LIPOTOXICITY; HEPATIC LIPASE; 2-HYDROXYACYL-COA LYASE; LIPID-ACCUMULATION; METABOLISM; DYSFUNCTION; DEFICIENCY; MECHANISMS;
D O I
10.3389/fmolb.2022.789736
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
High-throughput sequencing and weighted gene co-expression network analysis (WGCNA) were used to identify susceptibility modules and genes in liver tissue for the hypoxic pulmonary arterial hypertension (PAH) animal model following intrauterine growth retardation (IUGR). A total of 5,000 genes were clustered into eight co-expression modules via WGCNA. Module blue was mostly significantly correlated with the IUGR-hypoxia group. Gene Ontology analysis showed that genes in the module blue were mainly enriched in the fatty acid metabolic process, lipid modification, and fatty acid catabolic process. The Kyoto Encyclopedia of Genes and Genomes enrichment analyses showed that the genes in module blue were mainly associated with fatty acid metabolism, PPAR signaling pathway, and biosynthesis of unsaturated fatty acids. In addition, the maximal clique centrality method was used to identify the hub genes in the subnetworks, and the obtained results were verified using real-time quantitative PCR. Finally, we identified that four genes including Cyp2f4, Lipc, Acadl, and Hacl1 were significantly associated with IUGR-hypoxia. Our study identified a module and several key genes that acted as essential components in the etiology of the long-term metabolic consequences in hypoxia PAH following IUGR.
引用
收藏
页数:10
相关论文
共 33 条
[1]   Metabolism and bioenergetics in the right ventricle and pulmonary vasculature in pulmonary hypertension [J].
Archer, Stephen L. ;
Fang, Yong-Hu ;
Ryan, John J. ;
Piao, Lin .
PULMONARY CIRCULATION, 2013, 3 (01) :144-152
[2]   Metabolic Dysfunction in Pulmonary Arterial Hypertension [J].
Assad, Tufik R. ;
Hemnes, Anna R. .
CURRENT HYPERTENSION REPORTS, 2015, 17 (04)
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Role of the HIF oxygen sensing pathway in cell defense and proliferation through the control of amino acid metabolism [J].
Bouthelier, Antonio ;
Aragones, Julian .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2020, 1867 (09)
[5]   LIPOPROTEIN ABNORMALITIES ASSOCIATED WITH A FAMILIAL DEFICIENCY OF HEPATIC LIPASE [J].
BRECKENRIDGE, WC ;
LITTLE, JA ;
ALAUPOVIC, P ;
WANG, CS ;
KUKSIS, A ;
KAKIS, G ;
LINDGREN, F ;
GARDINER, G .
ATHEROSCLEROSIS, 1982, 45 (02) :161-179
[6]   Fatty Acid Metabolic Defects and Right Ventricular Lipotoxicity in Human Pulmonary Arterial Hypertension [J].
Brittain, Evan L. ;
Talati, Megha ;
Fessel, Joshua P. ;
Zhu, He ;
Penner, Niki ;
Calcutt, M. Wade ;
West, James D. ;
Funke, Mitch ;
Lewis, Gregory D. ;
Gerszten, Robert E. ;
Hamid, Rizwan ;
Pugh, Meredith E. ;
Austin, Eric D. ;
Newman, John H. ;
Hemnes, Anna R. .
CIRCULATION, 2016, 133 (20) :1936-1944
[7]   The role of 2-hydroxyacyl-CoA lyase, a thiamin pyrophosphate-dependent enzyme, in the peroxisomal metabolism of 3-methyl-branched fatty acids and 2-hydroxy straight-chain fatty acids [J].
Casteels, M. ;
Sniekers, M. ;
Fraccascia, P. ;
Mannaerts, G. P. ;
Van Veldhoven, P. P. .
BIOCHEMICAL SOCIETY TRANSACTIONS, 2007, 35 :876-880
[8]   Identification of hub-methylated differentially expressed genes in patients with gestational diabetes mellitus by multi-omic WGCNA basing epigenome-wide and transcriptome-wide profiling [J].
Chen, Min ;
Yan, Jianying ;
Han, Qing ;
Luo, Jinying ;
Zhang, Qinjian .
JOURNAL OF CELLULAR BIOCHEMISTRY, 2020, 121 (5-6) :3173-3184
[9]   cytoHubba: identifying hub objects and sub-networks from complex interactome [J].
Chin, Chia-Hao ;
Chen, Shu-Hwa ;
Wu, Hsin-Hung ;
Ho, Chin-Wen ;
Ko, Ming-Tat ;
Lin, Chung-Yen .
BMC SYSTEMS BIOLOGY, 2014, 8
[10]   PLASMA-LIPOPROTEINS IN FAMILIAL HEPATIC LIPASE DEFICIENCY [J].
CONNELLY, PW ;
MAGUIRE, GF ;
LEE, M ;
LITTLE, JA .
ARTERIOSCLEROSIS, 1990, 10 (01) :40-48