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Machine learning for microbiologists
Abstract Machine learning is increasingly important in microbiology where it is used for tasks
such as predicting antibiotic resistance and associating human microbiome features with …
such as predicting antibiotic resistance and associating human microbiome features with …
Post-translational modifications in proteins: resources, tools and prediction methods
S Ramazi, J Zahiri - Database, 2021 - academic.oup.com
Posttranslational modifications (PTMs) refer to amino acid side chain modification in some
proteins after their biosynthesis. There are more than 400 different types of PTMs affecting …
proteins after their biosynthesis. There are more than 400 different types of PTMs affecting …
Using evolutionary data to make sense of macromolecules with a “face‐lifted” ConSurf
B Yariv, E Yariv, A Kessel, G Masrati, AB Chorin… - Protein …, 2023 - Wiley Online Library
The ConSurf web‐sever for the analysis of proteins, RNA, and DNA provides a quick and
accurate estimate of the per‐site evolutionary rate among homologues. The analysis reveals …
accurate estimate of the per‐site evolutionary rate among homologues. The analysis reveals …
trRosettaRNA: automated prediction of RNA 3D structure with transformer network
RNA 3D structure prediction is a long-standing challenge. Inspired by the recent
breakthrough in protein structure prediction, we developed trRosettaRNA, an automated …
breakthrough in protein structure prediction, we developed trRosettaRNA, an automated …
DeepTMHMM predicts alpha and beta transmembrane proteins using deep neural networks
J Hallgren, KD Tsirigos, MD Pedersen… - biorxiv, 2022 - biorxiv.org
Transmembrane proteins span the lipid bilayer and are divided into two major structural
classes, namely alpha helical and beta barrels. We introduce DeepTMHMM, a deep …
classes, namely alpha helical and beta barrels. We introduce DeepTMHMM, a deep …
Reduction of microbial diversity in grassland soil is driven by long-term climate warming
Anthropogenic climate change threatens ecosystem functioning. Soil biodiversity is essential
for maintaining the health of terrestrial systems, but how climate change affects the richness …
for maintaining the health of terrestrial systems, but how climate change affects the richness …
Rapid evolution of A (H5N1) influenza viruses after intercontinental spread to North America
A Kandeil, C Patton, JC Jones, T Jeevan… - Nature …, 2023 - nature.com
Highly pathogenic avian influenza A (H5N1) viruses of clade 2.3. 4.4 b underwent an
explosive geographic expansion in 2021 among wild birds and domestic poultry across …
explosive geographic expansion in 2021 among wild birds and domestic poultry across …
Unraveling the functional dark matter through global metagenomics
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 …
and activities,. Exploration of this vast sequence space has been limited to a comparative …
Microbiota-derived indoles alleviate intestinal inflammation and modulate microbiome by microbial cross-feeding
G Wang, Y Fan, G Zhang, S Cai, Y Ma, L Yang, Y Wang… - Microbiome, 2024 - Springer
Background The host–microbiota interaction plays a crucial role in maintaining homeostasis
and disease susceptibility, and microbial tryptophan metabolites are potent modulators of …
and disease susceptibility, and microbial tryptophan metabolites are potent modulators of …
[HTML][HTML] SARS-CoV-2 mRNA vaccines induce persistent human germinal centre responses
Abstract SARS-CoV-2 mRNA-based vaccines are about 95% effective in preventing COVID-
19 1, 2, 3, 4, 5. The dynamics of antibody-secreting plasmablasts and germinal centre B …
19 1, 2, 3, 4, 5. The dynamics of antibody-secreting plasmablasts and germinal centre B …