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Transformer-based deep learning for predicting protein properties in the life sciences
Recent developments in deep learning, coupled with an increasing number of sequenced
proteins, have led to a breakthrough in life science applications, in particular in protein …
proteins, have led to a breakthrough in life science applications, in particular in protein …
[HTML][HTML] Intrinsically disordered proteins: an overview
Many proteins and protein segments cannot attain a single stable three-dimensional
structure under physiological conditions; instead, they adopt multiple interconverting …
structure under physiological conditions; instead, they adopt multiple interconverting …
[HTML][HTML] Targeted suppression of human IBD-associated gut microbiota commensals by phage consortia for treatment of intestinal inflammation
Human gut commensals are increasingly suggested to impact non-communicable diseases,
such as inflammatory bowel diseases (IBD), yet their targeted suppression remains a …
such as inflammatory bowel diseases (IBD), yet their targeted suppression remains a …
[HTML][HTML] An expanded arsenal of immune systems that protect bacteria from phages
Bacterial anti-phage systems are frequently clustered in microbial genomes, forming
defense islands. This property enabled the recent discovery of multiple defense systems …
defense islands. This property enabled the recent discovery of multiple defense systems …
Systematic discovery of recombinases for efficient integration of large DNA sequences into the human genome
Large serine recombinases (LSRs) are DNA integrases that facilitate the site-specific
integration of mobile genetic elements into bacterial genomes. Only a few LSRs, such as …
integration of mobile genetic elements into bacterial genomes. Only a few LSRs, such as …
Accurate prediction of protein structures and interactions using a three-track neural network
DeepMind presented notably accurate predictions at the recent 14th Critical Assessment of
Structure Prediction (CASP14) conference. We explored network architectures that …
Structure Prediction (CASP14) conference. We explored network architectures that …
Search and sequence analysis tools services from EMBL-EBI in 2022
F Madeira, M Pearce, ARN Tivey… - Nucleic acids …, 2022 - academic.oup.com
The EMBL-EBI search and sequence analysis tools frameworks provide integrated access to
EMBL-EBI's data resources and core bioinformatics analytical tools. EBI Search …
EMBL-EBI's data resources and core bioinformatics analytical tools. EBI Search …
Single-cell multi-omics in the medicinal plant Catharanthus roseus
Advances in omics technologies now permit the generation of highly contiguous genome
assemblies, detection of transcripts and metabolites at the level of single cells and high …
assemblies, detection of transcripts and metabolites at the level of single cells and high …
Folding non-homologous proteins by coupling deep-learning contact maps with I-TASSER assembly simulations
Structure prediction for proteins lacking homologous templates in the Protein Data Bank
(PDB) remains a significant unsolved problem. We developed a protocol, CI-TASSER, to …
(PDB) remains a significant unsolved problem. We developed a protocol, CI-TASSER, to …
[HTML][HTML] Phages and their satellites encode hotspots of antiviral systems
Bacteria carry diverse genetic systems to defend against viral infection, some of which are
found within prophages where they inhibit competing viruses. Phage satellites pose …
found within prophages where they inhibit competing viruses. Phage satellites pose …