• Author: Hansen, Kasper Lage

    Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Kemitorvet, 2800, Lyngby

  • Author: Greenway, Steven C.

    Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Rosenfeld, Jill A.

    Signature Genomic Laboratories, PerkinElmer, Inc., Spokane

  • Author: Wakimoto, Hiroko

    Department of Cardiology, Boston Children’s Hospital

  • Author: Gorham, Joshua M.

    Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Segrè, Ayellet V.

    Broad Institute of Harvard University and Massachusetts Institute of Technology, Cambridge

  • Author: Roberts, Amy E.

    Department of Molecular Biology, and Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Smoot, Leslie B.

    Department of Molecular Biology, and Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Pu, William T.

    Department of Molecular Biology, and Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: C. Pereira, Alexandre

    Laboratory of Genetics and Molecular Cardiology, Heart Institute InCor, São Paulo University Medical School

  • Author: Mesquita, Sonia M.

    Laboratory of Genetics and Molecular Cardiology, Heart Institute InCor, São Paulo University Medical School

  • Author: Tommerup, Niels

    Wilhelm Johannsen Centre for Functional Genome Research, Department of Cellular and Molecular Medicine, University of Copenhagen

  • Author: Brunak, Søren

    CFB - Metagenomic Systems Biology, Novo Nordisk Foundation Center for Biosustainability, Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Kemitorvet, 2800, Lyngby

  • Author: Ballif, Blake C.

    Signature Genomic Laboratories, PerkinElmer, Inc., Spokane

  • Author: Shaffer, Lisa G.

    Signature Genomic Laboratories, PerkinElmer, Inc., Spokane

  • Author: Donahoe, Patricia K.

    Pediatric Surgical Research Laboratories, Analytical and Translational Genetics Unit

  • Author: Daly, Mark J.

    Broad Institute of Harvard University and Massachusetts Institute of Technology

  • Author: Seidman, Jonathan G.

    Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Seidman, Christine E.

    Analytical and Translational Genetics Unit, Massachusetts General Hospital

  • Author: Larsen, Lars

    Wilhelm Johannsen Centre for Functional Genome Research, Department of Cellular and Molecular Medicine, University of Copenhagen

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Congenital heart disease (CHD) occurs in ∼1% of newborns. CHD arises from many distinct etiologies, ranging from genetic or genomic variation to exposure to teratogens, which elicit diverse cell and molecular responses during cardiac development. To systematically explore the relationships between CHD risk factors and responses, we compiled and integrated comprehensive datasets from studies of CHD in humans and model organisms. We examined two alternative models of potential functional relationships between genes in these datasets: direct convergence, in which CHD risk factors significantly and directly impact the same genes and molecules and functional convergence, in which risk factors significantly impact different molecules that participate in a discrete heart development network. We observed no evidence for direct convergence. In contrast, we show that CHD risk factors functionally converge in protein networks driving the development of specific anatomical structures (e.g., outflow tract, ventricular septum, and atrial septum) that are malformed by CHD. This integrative analysis of CHD risk factors and responses suggests a complex pattern of functional interactions between genomic variation and environmental exposures that modulate critical biological systems during heart development.
Original languageEnglish
JournalNational Academy of Sciences. Proceedings
Publication date2012
Volume109
Journal number35
Pages14035-14040
ISSN0027-8424
DOIs
StatePublished
CitationsWeb of Science® Times Cited: 2

Keywords

  • genetics, transcriptional profiles, systems biology, developmental biology

ID: 10732572