Novel Genetic Variants of Hepatitis B Virus in Fulminant Hepatitis
Joint Authors
Chook, Jack Bee
Ngeow, Yun Fong
Tee, Kok Keng
Peh, Suat Cheng
Mohamed, Rosmawati
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-12-19
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
Fulminant hepatitis (FH) is a life-threatening liver disease characterised by intense immune attack and massive liver cell death.
The common precore stop codon mutation of hepatitis B virus (HBV), A1896, is frequently associated with FH, but lacks specificity.
This study attempts to uncover all possible viral nucleotides that are specifically associated with FH through a compiled sequence analysis of FH and non-FH cases from acute infection.
We retrieved 67 FH and 280 acute non-FH cases of hepatitis B from GenBank and applied support vector machine (SVM) model to seek candidate nucleotides highly predictive of FH.
Six best candidates with top predictive accuracy, 92.5%, were used to build a SVM model; they are C2129 (85.3%), T720 (83.0%), Y2131 (82.4%), T2013 (82.1%), K2048 (82.1%), and A2512 (82.1%).
This model gave a high specificity (99.3%), positive predictive value (95.6%), and negative predictive value (92.1%), but only moderate sensitivity (64.2%).
We successfully built a SVM model comprising six variants that are highly predictive and specific for FH: four in the core region and one each in the polymerase and the surface regions.
These variants indicate that intracellular virion/core retention could play an important role in the progression to FH.
American Psychological Association (APA)
Chook, Jack Bee& Ngeow, Yun Fong& Tee, Kok Keng& Peh, Suat Cheng& Mohamed, Rosmawati. 2017. Novel Genetic Variants of Hepatitis B Virus in Fulminant Hepatitis. Journal of Pathogens،Vol. 2017, no. 2017, pp.1-6.
https://search.emarefa.net/detail/BIM-1186111
Modern Language Association (MLA)
Chook, Jack Bee…[et al.]. Novel Genetic Variants of Hepatitis B Virus in Fulminant Hepatitis. Journal of Pathogens No. 2017 (2017), pp.1-6.
https://search.emarefa.net/detail/BIM-1186111
American Medical Association (AMA)
Chook, Jack Bee& Ngeow, Yun Fong& Tee, Kok Keng& Peh, Suat Cheng& Mohamed, Rosmawati. Novel Genetic Variants of Hepatitis B Virus in Fulminant Hepatitis. Journal of Pathogens. 2017. Vol. 2017, no. 2017, pp.1-6.
https://search.emarefa.net/detail/BIM-1186111
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1186111