A Systems Biology Approach to Decipher Genetic Variants in a Canine Model of Sudden Cardiac Death

被引:0
|
作者
Vescio, Martina [1 ]
Crotti, Lia [2 ,3 ,4 ,5 ]
Schwartz, Peter [2 ,3 ]
Pattini, Linda [1 ]
机构
[1] Politecn Milan, Dept Elect Informat & Bioengn, I-20133 Milan, Italy
[2] Ist Auxol Italiano, Ctr Cardiac Arrhythmias Genet Origin, IRCCS, Via Pier Lombardo 22, I-20135 Milan, Italy
[3] Ist Auxol Italiano, Lab Cardiovasc Genet, IRCCS, Via Pier Lombardo 22, I-20135 Milan, Italy
[4] Univ Milano Bicocca, Dept Med & Surg, Via Cadore 48, I-20900 Monza, Italy
[5] San Luca Hosp, Dept Cardiovasc Neural & Metab Sci, Ist Auxol Italiano, IRCCS, Piazzale Brescia 20, I-20149 Milan, Italy
来源
XV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING - MEDICON 2019 | 2020年 / 76卷
基金
欧盟地平线“2020”;
关键词
Sudden cardiac death; Canine genome-wide association study; Gene networks; Systems biology;
D O I
10.1007/978-3-030-31635-8_63
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Sudden cardiac death (SCD) represents a major public health challenge, accounting for approximately 25% of all cardiac deaths. It refers to an unexpected death from ventricular arrhythmia, occurring in individuals with preexisting cardiovascular disorders as well as in individuals not previously diagnosed with heart disease. The identification of genetic variants that increase susceptibility to SCD is fundamental to improve risk stratification and understanding of molecular pathophysiology. In this study, to investigate the molecular mechanisms underlying SCD, a canine model, recapitulating what may happen to patients with a prior myocardial infarction, was used to accomplish a genome-wide association study comparing dogs resulting susceptible or resistant to ventricular fibrillation during submaximal exercise. The identified variants were explored by means of a systems biology approach, which maps human orthologues of mutated genes into a network encompassing co-expression and physical interactions. The paths connecting mutated genes highlighted a subnetwork enriched for genes involved in regulation of cardiac function.
引用
收藏
页码:526 / 530
页数:5
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