首页> 外文会议>2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops >Variation in physicochemical properties of the hypervariable region 1 during acute and chronic stages of hepatitis C virus infection
【24h】

Variation in physicochemical properties of the hypervariable region 1 during acute and chronic stages of hepatitis C virus infection

机译:丙型肝炎病毒感染的急慢性阶段高变区1的理化特性变化

获取原文

摘要

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.
机译:鉴于对感染患者的早期治疗会导致很高的持续病毒学应答率,因此区分急性和慢性HCV感染在临床上很重要。从急性(n = 49)和慢性(n = 102)HCV感染患者获得的样本中对HVR1序列(n = 2179)的分析显示,慢性患者的宿主内HVR1多样性比急性感染高1.8倍。分子变异分析表明,急性和慢性患者的序列之间存在显着差异。我们发现在10个HVR1位置上氨基酸的极性,体积和疏水性具有统计意义上的显着差异。在交叉验证实验中,使用HVR1中的10个位置构建的分类模型可区分急性病例和慢性病例,其准确度为88%。结果表明,从急性到慢性HCV感染的发展伴随着HVR1氨基酸组成的特征性变化,表明宿主内HVR1进化的基本规律性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号