Extensive identification of genes involved in congenital and structural heart disorders and cardiomyopathy.
Nadine SpielmannGregor MillerTudor I OpreaChih-Wei HsuGisela FoboGoar FrishmanCorinna MontroneHamed Haseli MashhadiJeremy C MasonVioleta Munoz FuentesStefanie LeuchtenbergerAndreas RueppMatias WagnerDominik Sebastian WestphalCordula M WolfAgnes GörlachAdrián Sanz-MorenoYi-Li ChoRaffaele TeperinoStefan BrandmaierSapna SharmaIsabella Rikarda GalterManuela A ÖstereicherLilly ZapfPhilipp Mayer-KuckukJan RozmanLydia TeboulRosie K A Bunton-StasyshynHeather L CaterMichelle StewartSkevoulla ChristouHenrik WesterbergAmelia M WillettJanine M WottonWillson B RoperAudrey E ChristiansenChristopher S WardJason D HeaneyCorey L ReynoldsJan ProchazkaLynette BowerDave A ClaryMohammed SelloumGhina Bou AboutOlivia WendlingHugues JacobsSophie LeblancHamid MezianeTania SorgEnrique AudainArthur GillyNigel William Raynernull nullnull nullMarc-Phillip HitzEleftheria ZegginiEckhard WolfRadislav SedlacekStephen A MurrayKaren L SvensonRobert E BraunJaqueline K WhiteLois KelseyXiang GaoToshihiko ShiroishiYing XuJe-Kyung SeongFabio MammanoGlauco P Tocchini-ValentiniArthur L BeaudetTerrence F MeehanHelen ParkinsonDamian SmedleyAnn-Marie MallonSara E WellsHarald GrallertWolfgang WurstSusan MarschallHelmut FuchsSteve D M BrownAnn M FlennikenLauryl M J NutterColin McKerlieYann HéraultK C Kent LloydMary E DickinsonValérie Gailus-DurnerMartin Hrabě de AngelisPublished in: Nature cardiovascular research (2022)
Clinical presentation of congenital heart disease is heterogeneous, making identification of the disease-causing genes and their genetic pathways and mechanisms of action challenging. By using in vivo electrocardiography, transthoracic echocardiography and microcomputed tomography imaging to screen 3,894 single-gene-null mouse lines for structural and functional cardiac abnormalities, here we identify 705 lines with cardiac arrhythmia, myocardial hypertrophy and/or ventricular dilation. Among these 705 genes, 486 have not been previously associated with cardiac dysfunction in humans, and some of them represent variants of unknown relevance (VUR). Mice with mutations in Casz1, Dnajc18, Pde4dip, Rnf38 or Tmem161b genes show developmental cardiac structural abnormalities, with their human orthologs being categorized as VUR. Using UK Biobank data, we validate the importance of the DNAJC18 gene for cardiac homeostasis by showing that its loss of function is associated with altered left ventricular systolic function. Our results identify hundreds of previously unappreciated genes with potential function in congenital heart disease and suggest causal function of five VUR in congenital heart disease.
Keyphrases
- left ventricular
- congenital heart disease
- genome wide
- heart failure
- bioinformatics analysis
- genome wide identification
- hypertrophic cardiomyopathy
- cardiac resynchronization therapy
- acute myocardial infarction
- aortic stenosis
- copy number
- mitral valve
- left atrial
- genome wide analysis
- dna methylation
- oxidative stress
- gene expression
- high resolution
- computed tomography
- transcription factor
- high throughput
- dna damage
- skeletal muscle
- metabolic syndrome
- mass spectrometry
- aortic valve
- insulin resistance
- deep learning
- adipose tissue
- big data