A primer on metagenomics

JC Wooley, A Godzik, I Friedberg - PLoS computational biology, 2010 - journals.plos.org
Metagenomics is a discipline that enables the genomic study of uncultured microorganisms.
Faster, cheaper sequencing technologies and the ability to sequence uncultured microbes …

The mitochondrial proteome and human disease

SE Calvo, VK Mootha - Annual review of genomics and human …, 2010 - annualreviews.org
For nearly three decades, the sequence of the human mitochondrial genome (mtDNA) has
provided a molecular framework for understanding maternally inherited diseases. However …

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

N Zhou, Y Jiang, TR Bergquist, AJ Lee, BZ Kacsoh… - Genome biology, 2019 - Springer
Abstract Background The Critical Assessment of Functional Annotation (CAFA) is an
ongoing, global, community-driven effort to evaluate and improve the computational …

Deep learning enables high-quality and high-throughput prediction of enzyme commission numbers

JY Ryu, HU Kim, SY Lee - Proceedings of the National Academy of …, 2019 - pnas.org
High-quality and high-throughput prediction of enzyme commission (EC) numbers is
essential for accurate understanding of enzyme functions, which have many implications in …

Challenges in homology search: HMMER3 and convergent evolution of coiled-coil regions

J Mistry, RD Finn, SR Eddy, A Bateman… - Nucleic acids …, 2013 - academic.oup.com
Detection of protein homology via sequence similarity has important applications in biology,
from protein structure and function prediction to reconstruction of phylogenies. Although …

A large-scale evaluation of computational protein function prediction

P Radivojac, WT Clark, TR Oron, AM Schnoes… - Nature …, 2013 - nature.com
Automated annotation of protein function is challenging. As the number of sequenced
genomes rapidly grows, the overwhelming majority of protein products can only be …

Identifying biologically relevant differences between metagenomic communities

DH Parks, RG Beiko - Bioinformatics, 2010 - academic.oup.com
Motivation: Metagenomics is the study of genetic material recovered directly from
environmental samples. Taxonomic and functional differences between metagenomic …

[KIRJA][B] Genomes 5

TA Brown - 2023 - taylorfrancis.com
Genomes 5 has been completely revised and updated. It is a thoroughly modern textbook
about genomes and how they are investigated. As with previous Genomes editions …

Semantic similarity in biomedical ontologies

C Pesquita, D Faria, AO Falcao, P Lord… - PLoS computational …, 2009 - journals.plos.org
In recent years, ontologies have become a mainstream topic in biomedical research. When
biological entities are described using a common schema, such as an ontology, they can be …

ProLanGO: protein function prediction using neural machine translation based on a recurrent neural network

R Cao, C Freitas, L Chan, M Sun, H Jiang, Z Chen - Molecules, 2017 - mdpi.com
With the development of next generation sequencing techniques, it is fast and cheap to
determine protein sequences but relatively slow and expensive to extract useful information …