Literature DB >> 33558530

Individualized interactomes for network-based precision medicine in hypertrophic cardiomyopathy with implications for other clinical pathophenotypes.

Bradley A Maron1, Rui-Sheng Wang2,3, Sergei Shevtsov2, Stavros G Drakos4,5, Elena Arons2, Omar Wever-Pinzon4, Gordon S Huggins6, Andriy O Samokhin2, William M Oldham7, Yasmine Aguib8,9, Magdi H Yacoub8,9, Ethan J Rowin6, Barry J Maron6, Martin S Maron6, Joseph Loscalzo2,3.   

Abstract

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.

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Year:  2021        PMID: 33558530      PMCID: PMC7870822          DOI: 10.1038/s41467-021-21146-y

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  50 in total

1.  Outcomes in Patients With Hypertrophic Cardiomyopathy and Left Ventricular Systolic Dysfunction.

Authors:  Ethan J Rowin; Barry J Maron; Richard T Carrick; Parth P Patel; Ben Koethe; Sophie Wells; Martin S Maron
Journal:  J Am Coll Cardiol       Date:  2020-06-23       Impact factor: 24.094

2.  Towards a proteome-scale map of the human protein-protein interaction network.

Authors:  Jean-François Rual; Kavitha Venkatesan; Tong Hao; Tomoko Hirozane-Kishikawa; Amélie Dricot; Ning Li; Gabriel F Berriz; Francis D Gibbons; Matija Dreze; Nono Ayivi-Guedehoussou; Niels Klitgord; Christophe Simon; Mike Boxem; Stuart Milstein; Jennifer Rosenberg; Debra S Goldberg; Lan V Zhang; Sharyl L Wong; Giovanni Franklin; Siming Li; Joanna S Albala; Janghoo Lim; Carlene Fraughton; Estelle Llamosas; Sebiha Cevik; Camille Bex; Philippe Lamesch; Robert S Sikorski; Jean Vandenhaute; Huda Y Zoghbi; Alex Smolyar; Stephanie Bosak; Reynaldo Sequerra; Lynn Doucette-Stamm; Michael E Cusick; David E Hill; Frederick P Roth; Marc Vidal
Journal:  Nature       Date:  2005-09-28       Impact factor: 49.962

3.  OmniPath: guidelines and gateway for literature-curated signaling pathway resources.

Authors:  Dénes Türei; Tamás Korcsmáros; Julio Saez-Rodriguez
Journal:  Nat Methods       Date:  2016-11-29       Impact factor: 28.547

Review 4.  The genetic landscape of cardiomyopathy and its role in heart failure.

Authors:  Elizabeth M McNally; David Y Barefield; Megan J Puckelwartz
Journal:  Cell Metab       Date:  2015-02-03       Impact factor: 27.287

Review 5.  Moving Beyond the Sarcomere to Explain Heterogeneity in Hypertrophic Cardiomyopathy: JACC Review Topic of the Week.

Authors:  Barry J Maron; Martin S Maron; Bradley A Maron; Joseph Loscalzo
Journal:  J Am Coll Cardiol       Date:  2019-04-23       Impact factor: 24.094

6.  Activation of a HIF1alpha-PPARgamma axis underlies the integration of glycolytic and lipid anabolic pathways in pathologic cardiac hypertrophy.

Authors:  Jaya Krishnan; Marianne Suter; Renata Windak; Tatiana Krebs; Allison Felley; Christophe Montessuit; Malgorzata Tokarska-Schlattner; Ellen Aasum; Anna Bogdanova; Evelyne Perriard; Jean-Claude Perriard; Terje Larsen; Thierry Pedrazzini; Wilhelm Krek
Journal:  Cell Metab       Date:  2009-06       Impact factor: 27.287

7.  Usefulness of total 12-lead QRS voltage compared with other criteria for determining left ventricular hypertrophy in hypertrophic cardiomyopathy: analysis of 57 patients studied at necropsy.

Authors:  A L Dollar; W C Roberts
Journal:  Am J Med       Date:  1989-10       Impact factor: 4.965

8.  Endophenotype Network Models: Common Core of Complex Diseases.

Authors:  Susan Dina Ghiassian; Jörg Menche; Daniel I Chasman; Franco Giulianini; Ruisheng Wang; Piero Ricchiuto; Masanori Aikawa; Hiroshi Iwata; Christian Müller; Tania Zeller; Amitabh Sharma; Philipp Wild; Karl Lackner; Sasha Singh; Paul M Ridker; Stefan Blankenberg; Albert-László Barabási; Joseph Loscalzo
Journal:  Sci Rep       Date:  2016-06-09       Impact factor: 4.379

9.  Putative functional genes in idiopathic dilated cardiomyopathy.

Authors:  Nishanth Ulhas Nair; Avinash Das; Uri Amit; Welles Robinson; Seung Gu Park; Mahashweta Basu; Alex Lugo; Jonathan Leor; Eytan Ruppin; Sridhar Hannenhalli
Journal:  Sci Rep       Date:  2018-01-08       Impact factor: 4.379

10.  WWP2 regulates pathological cardiac fibrosis by modulating SMAD2 signaling.

Authors:  Huimei Chen; Aida Moreno-Moral; Francesco Pesce; Nithya Devapragash; Massimiliano Mancini; Ee Ling Heng; Maxime Rotival; Prashant K Srivastava; Nathan Harmston; Kirill Shkura; Owen J L Rackham; Wei-Ping Yu; Xi-Ming Sun; Nicole Gui Zhen Tee; Elisabeth Li Sa Tan; Paul J R Barton; Leanne E Felkin; Enrique Lara-Pezzi; Gianni Angelini; Cristina Beltrami; Michal Pravenec; Sebastian Schafer; Leonardo Bottolo; Norbert Hubner; Costanza Emanueli; Stuart A Cook; Enrico Petretto
Journal:  Nat Commun       Date:  2019-08-09       Impact factor: 14.919

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  9 in total

1.  FGF21 (Fibroblast Growth Factor 21) Defines a Potential Cardiohepatic Signaling Circuit in End-Stage Heart Failure.

Authors:  Salah Sommakia; Naredos H Almaw; Sandra H Lee; Dinesh K A Ramadurai; Iosif Taleb; Christos P Kyriakopoulos; Chris J Stubben; Jing Ling; Robert A Campbell; Rami A Alharethi; William T Caine; Sutip Navankasattusas; Guillaume L Hoareau; Anu E Abraham; James C Fang; Craig H Selzman; Stavros G Drakos; Dipayan Chaudhuri
Journal:  Circ Heart Fail       Date:  2021-12-06       Impact factor: 8.790

Review 2.  Construction and contextualization approaches for protein-protein interaction networks.

Authors:  Apurva Badkas; Sébastien De Landtsheer; Thomas Sauter
Journal:  Comput Struct Biotechnol J       Date:  2022-06-18       Impact factor: 6.155

Review 3.  Harnessing Big Data to Advance Treatment and Understanding of Pulmonary Hypertension.

Authors:  Christopher J Rhodes; Andrew J Sweatt; Bradley A Maron
Journal:  Circ Res       Date:  2022-04-28       Impact factor: 23.213

4.  Individualized Medicine in Africa: Bringing the Practice Into the Realms of Population Heterogeneity.

Authors:  Ayman A Hussein; Reem Hamad; Melanie J Newport; Muntaser E Ibrahim
Journal:  Front Genet       Date:  2022-04-14       Impact factor: 4.772

Review 5.  Connections for Matters of the Heart: Network Medicine in Cardiovascular Diseases.

Authors:  Abhijeet Rajendra Sonawane; Elena Aikawa; Masanori Aikawa
Journal:  Front Cardiovasc Med       Date:  2022-05-19

6.  Identification of circular RNAs in cardiac hypertrophy and cardiac fibrosis.

Authors:  Yan Chen; Junteng Zhou; Zisong Wei; Yue Cheng; Geer Tian; Yue Quan; Qihang Kong; Wenchao Wu; Xiaojing Liu
Journal:  Front Pharmacol       Date:  2022-08-08       Impact factor: 5.988

Review 7.  Mass-Spectrometry-Based Functional Proteomic and Phosphoproteomic Technologies and Their Application for Analyzing Ex Vivo and In Vitro Models of Hypertrophic Cardiomyopathy.

Authors:  Jarrod Moore; Andrew Emili
Journal:  Int J Mol Sci       Date:  2021-12-20       Impact factor: 5.923

8.  Altered intercellular communication and extracellular matrix signaling as a potential disease mechanism in human hypertrophic cardiomyopathy.

Authors:  Amy Larson; Christina J Codden; Gordon S Huggins; Hassan Rastegar; Frederick Y Chen; Barry J Maron; Ethan J Rowin; Martin S Maron; Michael T Chin
Journal:  Sci Rep       Date:  2022-03-25       Impact factor: 4.379

Review 9.  Can Systems Biology Advance Clinical Precision Oncology?

Authors:  Andrea Rocca; Boris N Kholodenko
Journal:  Cancers (Basel)       Date:  2021-12-16       Impact factor: 6.575

  9 in total

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