Genome-resolved metagenomics: a game changer for microbiome medicine
N Kim, J Ma, W Kim, J Kim, P Belenky… - Experimental & Molecular …, 2024 - nature.com
Recent substantial evidence implicating commensal bacteria in human diseases has given
rise to a new domain in biomedical research: microbiome medicine. This emerging field …
rise to a new domain in biomedical research: microbiome medicine. This emerging field …
Opportunities and challenges for machine learning-assisted enzyme engineering
Enzymes can be engineered at the level of their amino acid sequences to optimize key
properties such as expression, stability, substrate range, and catalytic efficiency─ or even to …
properties such as expression, stability, substrate range, and catalytic efficiency─ or even to …
AlphaFold predictions of fold-switched conformations are driven by structure memorization
Recent work suggests that AlphaFold (AF)–a deep learning-based model that can
accurately infer protein structure from sequence–may discern important features of folded …
accurately infer protein structure from sequence–may discern important features of folded …
Prokaryotic-virus-encoded auxiliary metabolic genes throughout the global oceans
Background Prokaryotic microbes have impacted marine biogeochemical cycles for billions
of years. Viruses also impact these cycles, through lysis, horizontal gene transfer, and …
of years. Viruses also impact these cycles, through lysis, horizontal gene transfer, and …
GTalign: Spatial index-driven protein structure alignment, superposition, and search
M Margelevičius - Nature Communications, 2024 - nature.com
With protein databases growing rapidly due to advances in structural and computational
biology, the ability to accurately align and rapidly search protein structures has become …
biology, the ability to accurately align and rapidly search protein structures has become …
Biodiversity of microorganisms in the Baltic Sea: the power of novel methods in the identification of marine microbes
Until recently, the data on the diversity of the entire microbial community from the Baltic Sea
were relatively rare and very scarce. However, modern molecular methods have provided …
were relatively rare and very scarce. However, modern molecular methods have provided …
Decoding the diagnostic and therapeutic potential of microbiota using pan-body pan-disease microbiomics
The human microbiome emerges as a promising reservoir for diagnostic markers and
therapeutics. Since host-associated microbiomes at various body sites differ and diseases …
therapeutics. Since host-associated microbiomes at various body sites differ and diseases …
[HTML][HTML] AlphaFold2 has more to learn about protein energy landscapes
Recent work suggests that AlphaFold2 (AF2)–a deep learning-based model that can
accurately infer protein structure from sequence–may discern important features of folded …
accurately infer protein structure from sequence–may discern important features of folded …
Refocusing the microbial rare biosphere concept through a functional lens
The influential concept of the rare biosphere in microbial ecology has underscored the
importance of taxa occurring at low abundances yet potentially playing key roles in …
importance of taxa occurring at low abundances yet potentially playing key roles in …
Reply to: Microbial dark matter could add uncertainties to metagenomic trait estimations
In a recent paper, we used soil metagenomes from global biomes to assess life history
strategies across soil bacterial communities 1. We compiled 102 traits in a multi-table …
strategies across soil bacterial communities 1. We compiled 102 traits in a multi-table …