Common pathway signature in lung and liver fibrosis

被引:39
作者
Makarev, Eugene [1 ,2 ]
Izumchenko, Evgeny [3 ]
Aihara, Fumiaki [4 ]
Wysocki, Piotr T. [3 ]
Zhu, Qingsong [2 ]
Buzdin, Anton [5 ]
Sidransky, David [3 ]
Zhavoronkov, Alex [2 ,6 ]
Atala, Anthony [1 ,7 ]
机构
[1] Atlas Regenerat Inc, 111 N Chestnut St,Ste 102, Winston Salem, NC 27101 USA
[2] Johns Hopkins Univ, Insilico Med Inc, Baltimore, MD USA
[3] Johns Hopkins Univ, Sch Med, Dept Otolaryngol Head & Neck Surg, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Adv Acad Programs, Baltimore, MD USA
[5] Biogerontol Res Fdn, London, England
[6] Wake Forest Sch Med, Wake Forest Inst Regenerat Med, Winston Salem, NC USA
[7] Pathway Pharmaceut Ltd, Hong Kong, Hong Kong, Peoples R China
关键词
algorithm; bioinformatics; IPF; liver fibrosis; pathway activation; PAS; signaling pathway signature; INTEGRIN-LINKED KINASE; TGF-BETA; MESENCHYMAL TRANSITION; SIGNALING DRIVES; GENE-EXPRESSION; RENAL FIBROSIS; X RECEPTOR; ACTIVATION; CANCER; INHIBITION;
D O I
10.1080/15384101.2016.1152435
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Fibrosis, a progressive accumulation of extracellular matrix components, encompasses a wide spectrum of distinct organs, and accounts for an increasing burden of morbidity and mortality worldwide. Despite the tremendous clinical impact, the mechanisms governing the fibrotic process are not yet understood, and to date, no clinically reliable therapies for fibrosis have been discovered. Here we applied Regeneration Intelligence, a new bioinformatics software suite for qualitative analysis of intracellular signaling pathway activation using transcriptomic data, to assess a network of molecular signaling in lung and liver fibrosis. In both tissues, our analysis detected major conserved signaling pathways strongly associated with fibrosis, suggesting that some of the pathways identified by our algorithm but not yet wet-lab validated as fibrogenesis related, may be attractive targets for future research. While the majority of significantly disrupted pathways were specific to histologically distinct organs, several pathways have been concurrently activated or downregulated among the hepatic and pulmonary fibrosis samples, providing new evidence of evolutionary conserved pathways that may be relevant as possible therapeutic targets. While future confirmatory studies are warranted to validate these observations, our platform proposes a promising new approach for detecting fibrosis-promoting pathways and tailoring the right therapy to prevent fibrogenesis.
引用
收藏
页码:1667 / 1673
页数:7
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