Jason Hong, Lejla Medzikovic, Wasila Sun, Brenda Wong, Grégoire Ruffenach, Christopher J Rhodes, Adam Brownstein, Lloyd L Liang, Laila Aryan, Min Li, Arjun Vadgama, Zeyneb Kurt, Tae-Hwi Schwantes-An, Elizabeth A Mickler, Stefan Gräf, Mélanie Eyries, Katie A Lutz, Michael W Pauciulo, Richard C Trembath, Frédéric Perros, David Montani, Nicholas W Morrell, Florent Soubrier, Martin R Wilkins, William C Nichols, Micheala A Aldred, Ankit A Desai, David-Alexandre Trégouët, Soban Umar, Rajan Saggar, Richard Channick, Rubin M Tuder, Mark W Geraci, Robert S Stearman, Xia Yang, Mansoureh Eghbali
{"title":"肺部多组学整合揭示了阿司匹林在肺动脉高压中的保护作用","authors":"Jason Hong, Lejla Medzikovic, Wasila Sun, Brenda Wong, Grégoire Ruffenach, Christopher J Rhodes, Adam Brownstein, Lloyd L Liang, Laila Aryan, Min Li, Arjun Vadgama, Zeyneb Kurt, Tae-Hwi Schwantes-An, Elizabeth A Mickler, Stefan Gräf, Mélanie Eyries, Katie A Lutz, Michael W Pauciulo, Richard C Trembath, Frédéric Perros, David Montani, Nicholas W Morrell, Florent Soubrier, Martin R Wilkins, William C Nichols, Micheala A Aldred, Ankit A Desai, David-Alexandre Trégouët, Soban Umar, Rajan Saggar, Richard Channick, Rubin M Tuder, Mark W Geraci, Robert S Stearman, Xia Yang, Mansoureh Eghbali","doi":"10.1161/CIRCULATIONAHA.124.069864","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Integrative multiomics can elucidate pulmonary arterial hypertension (PAH) pathobiology, but procuring human PAH lung samples is rare.</p><p><strong>Methods: </strong>We leveraged transcriptomic profiling and deep phenotyping of the largest multicenter PAH lung biobank to date (96 disease and 52 control) by integration with clinicopathologic data, genome-wide association studies, Bayesian regulatory networks, single-cell transcriptomics, and pharmacotranscriptomics.</p><p><strong>Results: </strong>We identified 2 potentially protective gene network modules associated with vascular cells, and we validated <i>ASPN</i>, coding for asporin, as a key hub gene that is upregulated as a compensatory response to counteract PAH. We found that asporin is upregulated in lungs and plasma of multiple independent PAH cohorts and correlates with reduced PAH severity. We show that asporin inhibits proliferation and transforming growth factor-β/phosphorylated SMAD2/3 signaling in pulmonary artery smooth muscle cells from PAH lungs. We demonstrate in Sugen-hypoxia rats that <i>ASPN</i> knockdown exacerbated PAH and recombinant asporin attenuated PAH.</p><p><strong>Conclusions: </strong>Our integrative systems biology approach to dissect the PAH lung transcriptome uncovered asporin as a novel protective target with therapeutic potential in PAH.</p>","PeriodicalId":35,"journal":{"name":"Energy & Fuels","volume":null,"pages":null},"PeriodicalIF":5.2000,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11473243/pdf/","citationCount":"0","resultStr":"{\"title\":\"Integrative Multiomics in the Lung Reveals a Protective Role of Asporin in Pulmonary Arterial Hypertension.\",\"authors\":\"Jason Hong, Lejla Medzikovic, Wasila Sun, Brenda Wong, Grégoire Ruffenach, Christopher J Rhodes, Adam Brownstein, Lloyd L Liang, Laila Aryan, Min Li, Arjun Vadgama, Zeyneb Kurt, Tae-Hwi Schwantes-An, Elizabeth A Mickler, Stefan Gräf, Mélanie Eyries, Katie A Lutz, Michael W Pauciulo, Richard C Trembath, Frédéric Perros, David Montani, Nicholas W Morrell, Florent Soubrier, Martin R Wilkins, William C Nichols, Micheala A Aldred, Ankit A Desai, David-Alexandre Trégouët, Soban Umar, Rajan Saggar, Richard Channick, Rubin M Tuder, Mark W Geraci, Robert S Stearman, Xia Yang, Mansoureh Eghbali\",\"doi\":\"10.1161/CIRCULATIONAHA.124.069864\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Integrative multiomics can elucidate pulmonary arterial hypertension (PAH) pathobiology, but procuring human PAH lung samples is rare.</p><p><strong>Methods: </strong>We leveraged transcriptomic profiling and deep phenotyping of the largest multicenter PAH lung biobank to date (96 disease and 52 control) by integration with clinicopathologic data, genome-wide association studies, Bayesian regulatory networks, single-cell transcriptomics, and pharmacotranscriptomics.</p><p><strong>Results: </strong>We identified 2 potentially protective gene network modules associated with vascular cells, and we validated <i>ASPN</i>, coding for asporin, as a key hub gene that is upregulated as a compensatory response to counteract PAH. We found that asporin is upregulated in lungs and plasma of multiple independent PAH cohorts and correlates with reduced PAH severity. We show that asporin inhibits proliferation and transforming growth factor-β/phosphorylated SMAD2/3 signaling in pulmonary artery smooth muscle cells from PAH lungs. We demonstrate in Sugen-hypoxia rats that <i>ASPN</i> knockdown exacerbated PAH and recombinant asporin attenuated PAH.</p><p><strong>Conclusions: </strong>Our integrative systems biology approach to dissect the PAH lung transcriptome uncovered asporin as a novel protective target with therapeutic potential in PAH.</p>\",\"PeriodicalId\":35,\"journal\":{\"name\":\"Energy & Fuels\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2024-10-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11473243/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy & Fuels\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1161/CIRCULATIONAHA.124.069864\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/8/21 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy & Fuels","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1161/CIRCULATIONAHA.124.069864","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/8/21 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
Integrative Multiomics in the Lung Reveals a Protective Role of Asporin in Pulmonary Arterial Hypertension.
Background: Integrative multiomics can elucidate pulmonary arterial hypertension (PAH) pathobiology, but procuring human PAH lung samples is rare.
Methods: We leveraged transcriptomic profiling and deep phenotyping of the largest multicenter PAH lung biobank to date (96 disease and 52 control) by integration with clinicopathologic data, genome-wide association studies, Bayesian regulatory networks, single-cell transcriptomics, and pharmacotranscriptomics.
Results: We identified 2 potentially protective gene network modules associated with vascular cells, and we validated ASPN, coding for asporin, as a key hub gene that is upregulated as a compensatory response to counteract PAH. We found that asporin is upregulated in lungs and plasma of multiple independent PAH cohorts and correlates with reduced PAH severity. We show that asporin inhibits proliferation and transforming growth factor-β/phosphorylated SMAD2/3 signaling in pulmonary artery smooth muscle cells from PAH lungs. We demonstrate in Sugen-hypoxia rats that ASPN knockdown exacerbated PAH and recombinant asporin attenuated PAH.
Conclusions: Our integrative systems biology approach to dissect the PAH lung transcriptome uncovered asporin as a novel protective target with therapeutic potential in PAH.
期刊介绍:
Energy & Fuels publishes reports of research in the technical area defined by the intersection of the disciplines of chemistry and chemical engineering and the application domain of non-nuclear energy and fuels. This includes research directed at the formation of, exploration for, and production of fossil fuels and biomass; the properties and structure or molecular composition of both raw fuels and refined products; the chemistry involved in the processing and utilization of fuels; fuel cells and their applications; and the analytical and instrumental techniques used in investigations of the foregoing areas.