Systems Analysis of the Human Pulmonary Arterial Hypertension Lung Transcriptome

被引:93
作者
Stearman, Robert S. [1 ]
Bui, Quan M. [1 ,7 ]
Speyer, Gil [2 ,3 ]
Handen, Adam [4 ]
Cornelius, Amber R. [1 ,8 ]
Graham, Brian B. [5 ]
Kim, Seungchan [6 ,7 ]
Mickler, Elizabeth A. [1 ]
Tuder, Rubin M. [5 ]
Chan, Stephen Y. [4 ]
Geraci, Mark W. [1 ]
机构
[1] Indiana Univ Sch Med, Dept Med, Div Pulm Crit Care Sleep & Occupat Med, 950 West Walnut St,R2-E424, Indianapolis, IN 46202 USA
[2] Translat Genom Res Inst, Quantitat Med & Syst Biol Div, Phoenix, AZ USA
[3] Arizona State Univ, Res Comp, Tempe, AZ USA
[4] Univ Pittsburgh, Pittsburgh Heart Lung Blood & Vasc Med Inst, Ctr Pulm Vasc Biol & Med, Div Cardiol,Dept Med,Sch Med,Med Ctr, Pittsburgh, PA 15213 USA
[5] Univ Colorado, Dept Med, Div Pulm Sci & Crit Care Med, Aurora, CO USA
[6] Prairie View A&M Univ, Roy G Perry Coll Engn, Dept Elect & Comp Engn, Ctr Computat Syst Biol, Prairie View, TX USA
[7] Univ Calif San Diego, San Diego, CA 92103 USA
[8] NYU, Sch Med, New York, NY USA
基金
美国国家卫生研究院;
关键词
pulmonary arterial hypertension; lung transcriptomics; bioinformatics; ENDOTHELIAL-CELLS; RECEPTOR; PATHWAYS; PATHOLOGY; RELEVANT; NETWORKS;
D O I
10.1165/rcmb.2018-0368OC
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Pulmonary arterial hypertension (PAH) is characterized by increased pulmonary artery pressure and vascular resistance, typically leading to right heart failure and death. Current therapies improve quality of life of the patients but have a modest effect on long-term survival. A detailed transcriptomics and systems biology view of the PAH lung is expected to provide new testable hypotheses for exploring novel treatments. We completed transcriptomics analysis of PAH and control lung tissue to develop disease-specific and clinical data/tissue pathology gene expression classifiers from expression datasets. Gene expression data were integrated into pathway analyses. Gene expression microarray data were collected from 58 PAH and 25 control lung tissues. The strength of the dataset and its derived disease classifier was validated using multiple approaches. Pathways and upstream regulators analyses was completed with standard and novel graphical approaches. The PAH lung dataset identified expression patterns specific to PAH subtypes, clinical parameters, and lung pathology variables. Pathway analyses indicate the important global role of TNF and transforming growth factor signaling pathways. In addition, novel upstream regulators and insight into the cellular and innate immune responses driving PAH were identified. Finally, WNT-signaling pathways may be a major determinant underlying the observed sex differences in PAH. This study provides a transcriptional framework for the PAH-diseased lung, supported by previously reported findings, and will be a valuable resource to the PAH research community. Our investigation revealed novel potential targets and pathways amenable to further study in a variety of experimental systems.
引用
收藏
页码:637 / 649
页数:13
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