bioRxivBioinformaticsPreprint
CovProfile: profiling the viral genome and gene expressions of SARS-COV-2
Yonghan YuiD, Zhengtu LiiD, Yinhu LiiD, Le YuiD, Wenlong JiaiD, Yiqi JiangiD, Feng YeiD, Shuai Cheng LiiD
Abstract
The SARS-CoV-2 virus has infected more than one million people worldwide to date. Knowing its genome and gene expressions is essential to understand the virus mechanism. Here, we propose a computational tool CovProfile to detect the viral genomic variations as well as viral gene expressions from the sequences obtained from Nanopore devices. We applied CovProfile to 11 samples, each from a terminally ill patient, and discovered that all the patients are infected by multiple viral strains, which might affect the reliability of phylogenetic analysis. Moreover, the expression of viral genes ORF1ab gene, S gene, M gene, and N gene are high among most of the samples. While performing the tests, we noticed a consistent abundance of transcript segments of MUC5B, presumably from the host, across all the samples.
- organism: human
- assay: long-read sequencing
- research focus: variant calling
- approach: statistical model
- Citations
- 1
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