Integrated Genomics Reveals Convergent Transcriptomic Networks Underlying Chronic Obstructive Pulmonary Disease and Idiopathic Pulmonary Fibrosis

被引:99
作者
Kusko, Rebecca L. [1 ]
Brothers, John F., II [1 ]
Tedrow, John [2 ]
Pandit, Kusum [2 ]
Huleihel, Luai [2 ]
Perdomo, Catalina [1 ]
Liu, Gang [1 ]
Juan-Guardela, Brenda [3 ]
Kass, Daniel [2 ]
Zhang, Sherry [1 ]
Lenburg, Marc [1 ]
Martinez, Fernando [4 ]
Quackenbush, John [5 ]
Sciurba, Frank [2 ]
Limper, Andrew [6 ]
Geraci, Mark [7 ]
Yang, Ivana [7 ]
Schwartz, David A. [7 ]
Beane, Jennifer [1 ]
Spira, Avrum [1 ]
Kaminski, Naftali [3 ]
机构
[1] Boston Univ, Sch Med, Computat Biomed, Boston, MA 02118 USA
[2] Univ Pittsburgh, Dept Med, Pittsburgh, PA USA
[3] Yale Sch Med, Pulm Crit Care & Sleep Med, New Haven, CT USA
[4] Univ Michigan, Pulm & Crit Care Med, Ann Arbor, MI 48109 USA
[5] Harvard Sch Publ Hlth, Dept Biostat, Boston, MA USA
[6] Mayo Clin, Rochester, MN USA
[7] UC Denver, Pulm Sci & Crit Care Med, Denver, CO USA
关键词
network; COPD; ILD; IPF; transcriptome; FACTOR-A-CHAIN; GENE-EXPRESSION; MESSENGER-RNA; LUNG-TISSUE; PDGF-A; PATHOGENESIS; MICRORNA; NUMB; ACCUMULATION; ISOFORMS;
D O I
10.1164/rccm.201510-2026OC
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Rationale: Despite shared environmental exposures, idiopathic pulmonary fibrosis (IPF) and chronic obstructive pulmonary disease are usually studied in isolation, and the presence of shared molecular mechanisms is unknown. Objectives: We applied an integrative genomic approach to identify convergent transcriptomic pathways in emphysema and IPF. Methods: We defined the transcriptional repertoire of chronic obstructive pulmonary disease, IPF, or normal histology lungs using RNA-seq (n = 87). Measurements and Main Results: Genes increased in both emphysema and IPF relative to control were enriched for the p53/hypoxia pathway, a finding confirmed in an independent cohort using both gene expression arrays and the nCounter Analysis System (n = 193). Immunohistochemistry confirmed overexpression of HIFIA, MDM2, and NFKBIB members of this pathway in tissues from patients with emphysema or IPF. Using reads aligned across splice junctions, we determined that alternative splicing of p53/hypoxia pathway-associated molecules NUMB and PDGFA occurred more frequently in IPF or emphysema compared with control and validated these findings by quantitative polymerase chain reaction and the nCounter Analysis System on an independent sample set (n = 193). Finally, by integrating parallel microRNA and mRNA-Seq data on the same samples, we identified MIR96 as a key novel regulatory hub in the p53/hypoxia gene-expression network and confirmed that modulation of MIR96 in vitro recapitulates the disease-associated gene-expression network. Conclusions: Our results suggest convergent transcriptional regulatory hubs in diseases as varied phenotypically as chronic obstructive pulmonary disease and IPF and suggest that these hubs may represent shared key responses of the lung to environmental stresses.
引用
收藏
页码:948 / 960
页数:13
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