Literature DB >> 33021809

Single-Cell Study of Two Rat Models of Pulmonary Arterial Hypertension Reveals Connections to Human Pathobiology and Drug Repositioning.

Jason Hong1, Douglas Arneson2, Soban Umar3, Gregoire Ruffenach3, Christine M Cunningham3, In Sook Ahn2, Graciel Diamante2, May Bhetraratana4, John F Park3, Emma Said3, Caroline Huynh2, Trixie Le3, Lejla Medzikovic3, Marc Humbert5, Florent Soubrier6, David Montani5, Barbara Girerd5, David-Alexandre Trégouët7, Richard Channick1, Rajan Saggar1, Mansoureh Eghbali3, Xia Yang2.   

Abstract

Rationale: The cellular and molecular landscape and translational value of commonly used models of pulmonary arterial hypertension (PAH) are poorly understood. Single-cell transcriptomics can enhance molecular understanding of preclinical models and facilitate their rational use and interpretation.
Objectives: To determine and prioritize dysregulated genes, pathways, and cell types in lungs of PAH rat models to assess relevance to human PAH and identify drug repositioning candidates.
Methods: Single-cell RNA sequencing was performed on the lungs of monocrotaline (MCT), Sugen-hypoxia (SuHx), and control rats to identify altered genes and cell types, followed by validation using flow-sorted cells, RNA in situ hybridization, and immunofluorescence. Relevance to human PAH was assessed by histology of lungs from patients and via integration with human PAH genetic loci and known disease genes. Candidate drugs were predicted using Connectivity Map.Measurements and Main
Results: Distinct changes in genes and pathways in numerous cell types were identified in SuHx and MCT lungs. Widespread upregulation of NF-κB signaling and downregulation of IFN signaling was observed across cell types. SuHx nonclassical monocytes and MCT conventional dendritic cells showed particularly strong NF-κB pathway activation. Genes altered in SuHx nonclassical monocytes were significantly enriched for PAH-associated genes and genetic variants, and candidate drugs predicted to reverse the changes were identified. An open-access online platform was developed to share single-cell data and drug candidates (http://mergeomics.research.idre.ucla.edu/PVDSingleCell/).Conclusions: Our study revealed the distinct and shared dysregulation of genes and pathways in two commonly used PAH models for the first time at single-cell resolution and demonstrated their relevance to human PAH and utility for drug repositioning.

Entities:  

Keywords:  Sugen-hypoxia; drug repurposing; monocrotaline; pulmonary hypertension; single-cell RNA sequencing

Mesh:

Substances:

Year:  2021        PMID: 33021809      PMCID: PMC8048757          DOI: 10.1164/rccm.202006-2169OC

Source DB:  PubMed          Journal:  Am J Respir Crit Care Med        ISSN: 1073-449X            Impact factor:   21.405


  54 in total

1.  Integrating pathway analysis and genetics of gene expression for genome-wide association studies.

Authors:  Hua Zhong; Xia Yang; Lee M Kaplan; Cliona Molony; Eric E Schadt
Journal:  Am J Hum Genet       Date:  2010-03-25       Impact factor: 11.025

2.  An evaluation of long-term survival from time of diagnosis in pulmonary arterial hypertension from the REVEAL Registry.

Authors:  Raymond L Benza; Dave P Miller; Robyn J Barst; David B Badesch; Adaani E Frost; Michael D McGoon
Journal:  Chest       Date:  2012-08       Impact factor: 9.410

Review 3.  Translating Research into Improved Patient Care in Pulmonary Arterial Hypertension.

Authors:  Sébastien Bonnet; Steeve Provencher; Christophe Guignabert; Frédéric Perros; Olivier Boucherat; Ralph Theo Schermuly; Paul M Hassoun; Marlene Rabinovitch; Mark R Nicolls; Marc Humbert
Journal:  Am J Respir Crit Care Med       Date:  2017-03-01       Impact factor: 21.405

4.  Inflammatory Macrophage Expansion in Pulmonary Hypertension Depends upon Mobilization of Blood-Borne Monocytes.

Authors:  Jonathan Florentin; Emilie Coppin; Sathish Babu Vasamsetti; Jingsi Zhao; Yi-Yin Tai; Ying Tang; Yingze Zhang; Annie Watson; John Sembrat; Mauricio Rojas; Sara O Vargas; Stephen Y Chan; Partha Dutta
Journal:  J Immunol       Date:  2018-04-09       Impact factor: 5.422

5.  Vascular effects of sildenafil in patients with pulmonary fibrosis and pulmonary hypertension: an ex vivo/in vitro study.

Authors:  Javier Milara; Juan Escrivá; José Luis Ortiz; Gustavo Juan; Enrique Artigues; Esteban Morcillo; Julio Cortijo
Journal:  Eur Respir J       Date:  2016-03-23       Impact factor: 16.671

6.  The BMP Receptor 2 in Pulmonary Arterial Hypertension: When and Where the Animal Model Matches the Patient.

Authors:  Chris Happé; Kondababu Kurakula; Xiao-Qing Sun; Denielli da Silva Goncalves Bos; Nina Rol; Christophe Guignabert; Ly Tu; Ingrid Schalij; Karien C Wiesmeijer; Olga Tura-Ceide; Anton Vonk Noordegraaf; Frances S de Man; Harm Jan Bogaard; Marie-José Goumans
Journal:  Cells       Date:  2020-06-08       Impact factor: 6.600

7.  Transcriptional profiling of lung cell populations in idiopathic pulmonary arterial hypertension.

Authors:  Didem Saygin; Tracy Tabib; Humberto E T Bittar; Eleanor Valenzi; John Sembrat; Stephen Y Chan; Mauricio Rojas; Robert Lafyatis
Journal:  Pulm Circ       Date:  2020-02-28       Impact factor: 3.017

8.  MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data.

Authors:  Greg Finak; Andrew McDavid; Masanao Yajima; Jingyuan Deng; Vivian Gersuk; Alex K Shalek; Chloe K Slichter; Hannah W Miller; M Juliana McElrath; Martin Prlic; Peter S Linsley; Raphael Gottardo
Journal:  Genome Biol       Date:  2015-12-10       Impact factor: 13.583

9.  Recombinant human interferon alpha 2b prevents and reverses experimental pulmonary hypertension.

Authors:  Eileen M Bauer; Han Zheng; Michael T Lotze; Philip M Bauer
Journal:  PLoS One       Date:  2014-05-16       Impact factor: 3.240

10.  Single cell molecular alterations reveal target cells and pathways of concussive brain injury.

Authors:  Douglas Arneson; Guanglin Zhang; Zhe Ying; Yumei Zhuang; Hyae Ran Byun; In Sook Ahn; Fernando Gomez-Pinilla; Xia Yang
Journal:  Nat Commun       Date:  2018-09-25       Impact factor: 14.919

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Review 2.  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

3.  Identification of Hypoxia Induced Metabolism Associated Genes in Pulmonary Hypertension.

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Review 4.  Effect of invasive mechanical ventilation on the diversity of the pulmonary microbiota.

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5.  Experimental animal models of pulmonary hypertension: Development and challenges.

Authors:  Xiao-Han Wu; Jie-Ling Ma; Dong Ding; Yue-Jiao Ma; Yun-Peng Wei; Zhi-Cheng Jing
Journal:  Animal Model Exp Med       Date:  2022-03-25

Review 6.  Molecular and Genetic Profiling for Precision Medicines in Pulmonary Arterial Hypertension.

Authors:  Shahood Fazal; Malik Bisserier; Lahouaria Hadri
Journal:  Cells       Date:  2021-03-13       Impact factor: 7.666

7.  Single-cell RNA sequencing profiling of mouse endothelial cells in response to pulmonary arterial hypertension.

Authors:  Julie Rodor; Shiau Haln Chen; Jessica P Scanlon; João P Monteiro; Axelle Caudrillier; Sweta Sweta; Katherine Ross Stewart; Alena Shmakova; Ross Dobie; Beth E P Henderson; Kevin Stewart; Patrick W F Hadoke; Mark Southwood; Stephen D Moore; Paul D Upton; Nick W Morrell; Ziwen Li; Stephen Y Chan; Adam Handen; Robert Lafyatis; Laura P M H de Rooij; Neil C Henderson; Peter Carmeliet; Ana Mishel Spiroski; Mairi Brittan; Andrew H Baker
Journal:  Cardiovasc Res       Date:  2022-08-24       Impact factor: 13.081

  7 in total

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