[HTML][HTML] The potential of genomics for infectious disease forecasting

JE Stockdale, P Liu, C Colijn - Nature Microbiology, 2022 - nature.com
Genomic technologies have led to tremendous gains in understanding how pathogens
function, evolve and interact. Pathogen diversity is now measurable at high precision and …

[HTML][HTML] Advanced methods for natural products discovery: bioactivity screening, dereplication, metabolomics profiling, genomic sequencing, databases and informatic …

SP Gaudêncio, E Bayram, L Lukić Bilela, M Cueto… - Marine drugs, 2023 - mdpi.com
Natural Products (NP) are essential for the discovery of novel drugs and products for
numerous biotechnological applications. The NP discovery process is expensive and time …

Evolutionary-scale prediction of atomic-level protein structure with a language model

Z Lin, H Akin, R Rao, B Hie, Z Zhu, W Lu, N Smetanin… - Science, 2023 - science.org
Recent advances in machine learning have leveraged evolutionary information in multiple
sequence alignments to predict protein structure. We demonstrate direct inference of full …

IMG/VR v4: an expanded database of uncultivated virus genomes within a framework of extensive functional, taxonomic, and ecological metadata

AP Camargo, S Nayfach, IMA Chen… - Nucleic acids …, 2023 - academic.oup.com
Viruses are widely recognized as critical members of all microbiomes. Metagenomics
enables large-scale exploration of the global virosphere, progressively revealing the …

The IMG/M data management and analysis system v. 7: content updates and new features

IMA Chen, K Chu, K Palaniappan, A Ratner… - Nucleic acids …, 2023 - academic.oup.com
Abstract The Integrated Microbial Genomes & Microbiomes system (IMG/M: https://img. jgi.
doe. gov/m/) at the Department of Energy (DOE) Joint Genome Institute (JGI) continues to …

[HTML][HTML] Assessment of global health risk of antibiotic resistance genes

Z Zhang, Q Zhang, T Wang, N Xu, T Lu, W Hong… - Nature …, 2022 - nature.com
Antibiotic resistance genes (ARGs) have accelerated microbial threats to human health in
the last decade. Many genes can confer resistance, but evaluating the relative health risks of …

[HTML][HTML] Expansion of the global RNA virome reveals diverse clades of bacteriophages

U Neri, YI Wolf, S Roux, AP Camargo, B Lee… - Cell, 2022 - cell.com
High-throughput RNA sequencing offers broad opportunities to explore the Earth RNA
virome. Mining 5,150 diverse metatranscriptomes uncovered> 2.5 million RNA virus contigs …

[HTML][HTML] Unraveling the functional dark matter through global metagenomics

GA Pavlopoulos, FA Baltoumas, S Liu, O Selvitopi… - Nature, 2023 - nature.com
Metagenomes encode an enormous diversity of proteins, reflecting a multiplicity of functions
and activities,. Exploration of this vast sequence space has been limited to a comparative …

Twenty-five years of Genomes OnLine Database (GOLD): data updates and new features in v. 9

S Mukherjee, D Stamatis, CT Li… - Nucleic acids …, 2023 - academic.oup.com
Abstract The Genomes OnLine Database (GOLD)(https://gold. jgi. doe. gov/) at the
Department of Energy Joint Genome Institute (DOE-JGI) continues to maintain its role as one …

[HTML][HTML] Petabase-scale sequence alignment catalyses viral discovery

RC Edgar, B Taylor, V Lin, T Altman, P Barbera… - Nature, 2022 - nature.com
Public databases contain a planetary collection of nucleic acid sequences, but their
systematic exploration has been inhibited by a lack of efficient methods for searching this …