Folding non-homologous proteins by coupling deep-learning contact maps with I-TASSER assembly simulations

W Zheng, C Zhang, Y Li, R Pearce, EW Bell… - Cell reports methods, 2021 - cell.com
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 …

On folding of entangled proteins: knots, lassos, links and θ-curves

JI Sulkowska - Current opinion in structural biology, 2020 - Elsevier
Around 6% of protein structures deposited in the PDB are entangled, forming knots,
slipknots, lassos, links, and θ-curves. In each of these cases, the protein backbone weaves …

Deep learning extends de novo protein modelling coverage of genomes using iteratively predicted structural constraints

JG Greener, SM Kandathil, DT Jones - Nature communications, 2019 - nature.com
The inapplicability of amino acid covariation methods to small protein families has limited
their use for structural annotation of whole genomes. Recently, deep learning has shown …

Protein sequence‐to‐structure learning: Is this the end (‐to‐end revolution)?

E Laine, S Eismann, A Elofsson… - … Structure, Function, and …, 2021 - Wiley Online Library
The potential of deep learning has been recognized in the protein structure prediction
community for some time, and became indisputable after CASP13. In CASP14, deep …

Ultrafast end-to-end protein structure prediction enables high-throughput exploration of uncharacterized proteins

SM Kandathil, JG Greener, AM Lau… - Proceedings of the …, 2022 - National Acad Sciences
Deep learning-based prediction of protein structure usually begins by constructing a multiple
sequence alignment (MSA) containing homologs of the target protein. The most successful …

[PDF][PDF] MrParse: finding homologues in the PDB and the EBI AlphaFold database for molecular replacement and more

AJ Simpkin, JMH Thomas, RM Keegan… - … Section D: Structural …, 2022 - journals.iucr.org
Crystallographers have an array of search-model options for structure solution by molecular
replacement (MR). The well established options of homologous experimental structures and …

AlphaKnot 2.0: a web server for the visualization of proteins' knotting and a database of knotted AlphaFold-predicted models

P Rubach, M Sikora, AI Jarmolinska… - Nucleic Acids …, 2024 - academic.oup.com
The availability of 3D protein models is rapidly increasing with the development of structure
prediction algorithms. With the expanding availability of data, new ways of analysis …

Revealing the full-length transcriptome of caucasian clover rhizome development

X Yin, K Yi, Y Zhao, Y Hu, X Li, T He, J Liu, G Cui - BMC Plant Biology, 2020 - Springer
Abstract Background Caucasian clover (Trifolium ambiguum M. Bieb.) is a strongly
rhizomatous, low-crowned perennial leguminous and ground-covering grass. The species …

[HTML][HTML] Genome-wide identification and analysis of the regulation wheat DnaJ family genes following wheat yellow mosaic virus infection

TT Liu, MZ Xu, S Gao, Y Zhang, HU Yang… - Journal of Integrative …, 2022 - Elsevier
The co-chaperone DnaJ plays an important role in protein folding and regulation of various
physiological activities, and participates in several pathological processes. DnaJ has been …

[PDF][PDF] Molecular replacement using structure predictions from databases

AJ Simpkin, JMH Thomas, F Simkovic… - … Section D: Structural …, 2019 - journals.iucr.org
Molecular replacement (MR) is the predominant route to solution of the phase problem in
macromolecular crystallography. Where the lack of a suitable homologue precludes …