Virtifier: a deep learning-based identifier for viral sequences from metagenomes

Y Miao, F Liu, T Hou, Y Liu - Bioinformatics, 2022 - academic.oup.com
Motivation Viruses, the most abundant biological entities on earth, are important
components of microbial communities, and as major human pathogens, they are …

RNN-VirSeeker: a deep learning method for identification of short viral sequences from metagenomes

F Liu, Y Miao, Y Liu, T Hou - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
Viruses are the most abundant biological entities on earth, and play vital roles in many
aspects of microbial communities. As major human pathogens, viruses have caused huge …

[HTML][HTML] Assembly of viral genomes from metagenomes

SL Smits, R Bodewes, A Ruiz-Gonzalez… - Frontiers in …, 2014 - frontiersin.org
Viral infections remain a serious global health issue. Metagenomic approaches are
increasingly used in the detection of novel viral pathogens but also to generate complete …

[HTML][HTML] VirFinder: a novel k-mer based tool for identifying viral sequences from assembled metagenomic data

J Ren, NA Ahlgren, YY Lu, JA Fuhrman, F Sun - Microbiome, 2017 - Springer
Background Identifying viral sequences in mixed metagenomes containing both viral and
host contigs is a critical first step in analyzing the viral component of samples. Current tools …

Identifying viruses from metagenomic data using deep learning

J Ren, K Song, C Deng, NA Ahlgren… - Quantitative …, 2020 - Wiley Online Library
Background The recent development of metagenomic sequencing makes it possible to
massively sequence microbial genomes including viral genomes without the need for …

[HTML][HTML] VIROME: a standard operating procedure for analysis of viral metagenome sequences

KE Wommack, J Bhavsar, SW Polson, J Chen… - Standards in genomic …, 2012 - Springer
One consistent finding among studies using shotgun metagenomics to analyze whole viral
communities is that most viral sequences show no significant homology to known …

Challenges in the analysis of viral metagenomes

R Rose, B Constantinides, A Tapinos… - Virus …, 2016 - academic.oup.com
Genome sequencing technologies continue to develop with remarkable pace, yet analytical
approaches for reconstructing and classifying viral genomes from mixed samples remain …

[HTML][HTML] Recovering full-length viral genomes from metagenomes

SL Smits, R Bodewes, A Ruiz-González… - Frontiers in …, 2015 - frontiersin.org
Infectious disease metagenomics is driven by the question:“what is causing the disease?” in
contrast to classical metagenome studies which are guided by “what is out there?” In case of …

ViBE: a hierarchical BERT model to identify eukaryotic viruses using metagenome sequencing data

HJ Gwak, M Rho - Briefings in Bioinformatics, 2022 - academic.oup.com
Viruses are ubiquitous in humans and various environments and continually mutate
themselves. Identifying viruses in an environment without cultivation is challenging; …

drVM: a new tool for efficient genome assembly of known eukaryotic viruses from metagenomes

HH Lin, YC Liao - Gigascience, 2017 - academic.oup.com
Background: Virus discovery using high-throughput next-generation sequencing has
become more commonplace. However, although analysis of deep next-generation …