A Fibrosis‐Independent Hepatic Transcriptomic Signature Identifies Drivers of Disease Progression in Primary Sclerosing Cholangitis
Open Access
- 3 August 2020
- journal article
- research article
- Published by Ovid Technologies (Wolters Kluwer Health) in Hepatology
- Vol. 73 (3), 1105-1116
- https://doi.org/10.1002/hep.31488
Abstract
Primary sclerosing cholangitis (PSC) is a heterogeneous cholangiopathy characterized by progressive biliary fibrosis. RNA sequencing (RNA‐Seq) of liver tissue from PSC patients (n=74) enrolled in a 96‐week clinical trial was performed to identify associations between biological pathways that were independent of fibrosis and clinical events. The effect of fibrosis was subtracted from gene expression using a novel computational approach. The fibrosis‐adjusted gene expression patterns were associated with time to first PSC‐related clinical event (e.g. cholangitis, hepatic decompensation) and differential expression based on risk groups and Ingenuity Pathway Analysis (IPA) were performed. Baseline demographic data were representative of PSC: median age 48 years, 71% male, 49% with IBD, and 44% with bridging fibrosis or cirrhosis. The first principle component (PC1) of RNA‐Seq data accounted for 18% of variance and correlated with fibrosis stage (ρ=‐0.80; PATF6 and eIF2 , were differentially expressed between the PSC clusters (down‐regulated in the high‐risk group by log‐fold‐changes of ‐0.18 [P=0.02] and ‐0.16 [P=0.02], respectively). Clinical events were enriched in the high versus low‐risk group (38% [12/32] vs 2.4% [1/42], p<0.0001). Conclusions: Removing the contribution of fibrosis‐related pathways uncovered alterations in the UPR, which were associated with liver‐related complications in PSC.Funding Information
- Gilead Sciences
This publication has 29 references indexed in Scilit:
- voom: precision weights unlock linear model analysis tools for RNA-seq read countsGenome Biology, 2014
- Update on primary sclerosing cholangitisJournal of Hepatology, 2013
- DNA methylation age of human tissues and cell typesGenome Biology, 2013
- A Lecture on the Genetics of Primary Sclerosing CholangitisDigestive Diseases, 2012
- The endoplasmic reticulum stress response in aging and age-related diseasesFrontiers in Physiology, 2012
- The contribution of endoplasmic reticulum stress to liver diseasesHepatology, 2011
- ConsensusClusterPlus: a class discovery tool with confidence assessments and item trackingBioinformatics, 2010
- Hepatocyte-specific ablation of Foxa2 alters bile acid homeostasis and results in endoplasmic reticulum stressNature Medicine, 2008
- ER stress and diseasesThe FEBS Journal, 2007
- Chemical Chaperones Reduce ER Stress and Restore Glucose Homeostasis in a Mouse Model of Type 2 DiabetesScience, 2006