DocumentCode
2764608
Title
Variation in physicochemical properties of the hypervariable region 1 during acute and chronic stages of hepatitis C virus infection
Author
Astrakhantseva, I.V. ; Campo, D.S. ; Araujo, A. ; Teo, C.-G. ; Khudyakov, Y. ; Kamili, S.
Author_Institution
Lab. Branch, Center for Disease Control & Prevention, Atlanta, GA, USA
fYear
2011
fDate
12-15 Nov. 2011
Firstpage
72
Lastpage
78
Abstract
Differentiation between acute and chronic HCV infections is clinically important given that early treatment of infected patients leads to high rates of sustained virological response. Analysis of HVR1 sequences (n=2179) from samples obtained from patients with acute (n=49) and chronic (n=102) HCV infections showed that intra-host HVR1 diversity was 1.8 times higher in patients with chronic than acute infection. Analysis of molecular variance showed significant differences between sequences from acute and chronic patients. We found statistically significant differences in polarity, volume and hydrophobicity of amino acids at 10 HVR1 positions. A classification model constructed using the 10 positions in HVR1 distinguished between acute and chronic cases with accuracy of 88% in cross-validation experiments. The results indicate that progression from acute to chronic stage of HCV infection is accompanied by characteristic changes in amino acid composition of HVR1, suggesting a substantial regularity of the intra-host HVR1 evolution.
Keywords
RNA; biochemistry; diseases; hydrophobicity; microorganisms; molecular biophysics; patient treatment; acute stages; amino acids; chronic stages; hepatitis C virus infection; hydrophobicity; hypervariable region 1; molecular variance analysis; patient treatments; physicochemical properties; Accuracy; Bioinformatics; Data models; Genetics; Immune system; Laboratories; Proteins;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
Conference_Location
Atlanta, GA
Print_ISBN
978-1-4577-1612-6
Type
conf
DOI
10.1109/BIBMW.2011.6112357
Filename
6112357
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