Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2016 Dec:14:65-73.
doi: 10.1016/j.ebiom.2016.11.021. Epub 2016 Nov 21.

Early Molecular Stratification of High-risk Primary Biliary Cholangitis

Affiliations

Early Molecular Stratification of High-risk Primary Biliary Cholangitis

Claire Hardie et al. EBioMedicine. 2016 Dec.

Abstract

High-risk primary biliary cholangitis (PBC), defined by inadequate response at one year to Ursodeoxycholic acid (UDCA), is associated with disease progression and liver transplantation. Stratifying high-risk patients early would facilitate improved approaches to care. Using long-term follow-up data to define risk at presentation, 6 high-risk PBC patients and 8 low-risk patients were identified from biopsy, transplant and biochemical archival records. Formalin-fixed paraffin-embedded (FFPE) liver biopsies taken at presentation were graded (Scheuer and Nakanuma scoring) and gene expression analysed using the NanoString® nCounter PanCancer Immunity 770-gene panel. Principle component analysis (PCA) demonstrated discrete gene expression clustering between controls and high- and low-risk PBC. High-risk PBC was characterised by up-regulation of genes linked to T-cell activation and apoptosis, INF-γ signalling and leukocyte migration and down-regulation of those linked to the complement pathway. CDKN1a, up-regulated in high-risk PBC, correlated with significantly increased expression of its gene product, the senescence marker p21WAF1/Cip, by biliary epithelial cells. Our findings suggest high- and low-risk PBC are biologically different from disease outset and senescence an early feature in high-risk disease. Identification of a high-risk 'signal' early from standard FFPE tissue sections has clear clinical utility allowing for patient stratification and second-line therapeutic intervention.

Keywords: NanoString® nCounter PanCancer Immunity Panel; PBC; Prognosis; Stratification; UDCA.

PubMed Disclaimer

Figures

Fig. 1
Fig. 1
Principle component analysis (PCA) for transcriptional signatures in low-risk and high-risk early PBC. PCA displays sample clustering (low-risk PBC, high-risk PBC and controls) following identification of the top 57 differentially expressed genes by two-tailed t-test.
Fig. 2
Fig. 2
Dendrogram of genes identified by PCA to most separate high- and low-risk PBC groups. Dendrogram generated from the 34 genes identified by t-test to most separate high- and low-risk PBC. Colours indicate scale of gene expression (red: up-regulation; blue: down-regulation).
Fig. 3
Fig. 3
Pathway analysis and heatmap for high- and low-risk PBC.Pathway analysis of the top 8 pathways of differentially expressed genes for high- and low-risk PBC (red: up-regulation; blue: down-regulation).
Fig. 4
Fig. 4
GeneMANIA pathway analysis of up-regulated genes in high- and low-risk PBC. Diagrams show GeneMANIA linked up-regulated gene-products that participate within the same biological pathway in (a) high-risk PBC and (b) low-risk PBC.
Fig. 5
Fig. 5
p21WAF1/Clp expression by biliary epithelial cells from time-zero, low-risk PBC, high-risk PBC and explanted liver biopsies. (a) Representative images generated by immunohistochemistry showing p21WAF1/Clp expression by biliary epithelial cells from time-zero (T0), high-risk PBC, low-risk PBC and explanted liver biopsies. (b) Cumulative data of p21WAF1/Clp expression by biliary epithelial cells from T0, high-risk PBC, low-risk PBC and explanted liver biopsies. One-way ANOVA (*p < 0.05, **p < 0.001).

References

    1. Al-Attas A., Assidi M., Al-Maghrabi J., Dallol A., Schulten H.-J., Abu-Elmagd M., Chaudhary A., Abuzenadah A., Budowle B., Buhmeida A., Al-Qahtani M. Enhancement of pathologist's routine practice: reuse of DNA extracted from immunostained formalin-fixed paraffin-embedded (FFPE) slides in downstream molecular analysis of cancer. Cancer Genomics Proteomics. 2016;13(5):399–406. http://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&id... Available at: - PMC - PubMed
    1. Carbone M., Bufton S., Monaco A., Griffiths L., Jones D.E., Neuberger J.M. The effect of liver transplantation on fatigue in patients with primary biliary cirrhosis: a prospective study. J. Hepatol. 2013;59(3):490–494. - PubMed
    1. Carbone M., Sharp S.J., Flack S., Paximadas D., Spiess K., Adgey C., Griffiths L., Lim R., Trembling P., Williamson K., Wareham N.J., Aldersley M., Bathgate A., Burroughs A.K., Heneghan M.A., Neuberger J.M., Thorburn D., Hirschfield G.M., Cordell H.J., Alexander G.J., Jones D.E.J., Sandford R.N., Mells G.F., UK PBC Consortium The UK-PBC risk scores: Derivation and validation of a scoring system for long-term prediction of end-stage liver disease in primary biliary cholangitis. Hepatology. 2016;63(3):930–950. (Baltimore, Md.) - PMC - PubMed
    1. Cordell H.J., Han Y., Mells G.F., Li Y., Hirschfield G.M., Greene C.S., Xie G., Juran B.D., Zhu D., Qian D.C., Floyd J.A.B., Morley K.I., Prati D., Lleo A., Cusi D., Canadian-US PBC Consortium, Italian PBC Genetics Study Group, UK PBC Consortium, Gershwin M.E., Anderson C.A., Lazaridis K.N., Invernizzi P., Seldin M.F., Sandford R.N., Amos C.I., Siminovitch K.A. International genome-wide meta-analysis identifies new primary biliary cirrhosis risk loci and targetable pathogenic pathways. Nat. Commun. 2015;6:8019. - PMC - PubMed
    1. Corpechot C., Chazouillères O., Poupon R. Early primary biliary cirrhosis: biochemical response to treatment and prediction of long-term outcome. J. Hepatol. 2011;55(6):1361–1367. - PubMed

LinkOut - more resources