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Individualized interactomes for network-based precision medicine in hypertrophic cardiomyopathy with implications for other clinical pathophenotypes.
Maron, Bradley A; Wang, Rui-Sheng; Shevtsov, Sergei; Drakos, Stavros G; Arons, Elena; Wever-Pinzon, Omar; Huggins, Gordon S; Samokhin, Andriy O; Oldham, William M; Aguib, Yasmine; Yacoub, Magdi H; Rowin, Ethan J; Maron, Barry J; Maron, Martin S; Loscalzo, Joseph.
Afiliación
  • Maron BA; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA. bmaron@bwh.harvard.edu.
  • Wang RS; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Shevtsov S; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Drakos SG; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Arons E; Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
  • Wever-Pinzon O; Nora Eccles Harrison Cardiovascular Research and Training Institute (CVRTI), University of Utah School of Medicine, Salt Lake City, UT, USA.
  • Huggins GS; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Samokhin AO; Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
  • Oldham WM; Hypertrophic Cardiomyopathy Center, Cardiology Division, Tufts Medical Center, Boston, MA, USA.
  • Aguib Y; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Yacoub MH; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
  • Rowin EJ; Department of Cardiac Surgery, Imperial College of London, London, UK.
  • Maron BJ; The Magdi Yacoub Heart Center, Aswan, Egypt.
  • Maron MS; Department of Cardiac Surgery, Imperial College of London, London, UK.
  • Loscalzo J; The Magdi Yacoub Heart Center, Aswan, Egypt.
Nat Commun ; 12(1): 873, 2021 02 08.
Article en En | MEDLINE | ID: mdl-33558530
Progress in precision medicine is limited by insufficient knowledge of transcriptomic or proteomic features in involved tissues that define pathobiological differences between patients. Here, myectomy tissue from patients with obstructive hypertrophic cardiomyopathy and heart failure is analyzed using RNA-Seq, and the results are used to develop individualized protein-protein interaction networks. From this approach, hypertrophic cardiomyopathy is distinguished from dilated cardiomyopathy based on the protein-protein interaction network pattern. Within the hypertrophic cardiomyopathy cohort, the patient-specific networks are variable in complexity, and enriched for 30 endophenotypes. The cardiac Janus kinase 2-Signal Transducer and Activator of Transcription 3-collagen 4A2 (JAK2-STAT3-COL4A2) expression profile informed by the networks was able to discriminate two hypertrophic cardiomyopathy patients with extreme fibrosis phenotypes. Patient-specific network features also associate with other important hypertrophic cardiomyopathy clinical phenotypes. These proof-of-concept findings introduce personalized protein-protein interaction networks (reticulotypes) for characterizing patient-specific pathobiology, thereby offering a direct strategy for advancing precision medicine.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Cardiomiopatía Hipertrófica / Redes Reguladoras de Genes / Medicina de Precisión Tipo de estudio: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Cardiomiopatía Hipertrófica / Redes Reguladoras de Genes / Medicina de Precisión Tipo de estudio: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido