User profiles for M. J. Skwark
Marcin J. SkwarkBioinformatics Lead, InstaDeep Verified email at skwark.pl Cited by 1458 |
[HTML][HTML] Improved contact predictions using the recognition of protein like contact patterns
Given sufficient large protein families, and using a global statistical inference approach, it is
possible to obtain sufficient accuracy in protein residue contact predictions to predict the …
possible to obtain sufficient accuracy in protein residue contact predictions to predict the …
Mycobacterial genomics and structural bioinformatics: opportunities and challenges in drug discovery
Of the more than 190 distinct species of Mycobacterium genus, many are economically and
clinically important pathogens of humans or animals. Among those mycobacteria that infect …
clinically important pathogens of humans or animals. Among those mycobacteria that infect …
[HTML][HTML] Interacting networks of resistance, virulence and core machinery genes identified by genome-wide epistasis analysis
Recent advances in the scale and diversity of population genomic datasets for bacteria now
provide the potential for genome-wide patterns of co-evolution to be studied at the resolution …
provide the potential for genome-wide patterns of co-evolution to be studied at the resolution …
PconsFold: improved contact predictions improve protein models
Motivation: Recently it has been shown that the quality of protein contact prediction from
evolutionary information can be improved significantly if direct and indirect information is …
evolutionary information can be improved significantly if direct and indirect information is …
[HTML][HTML] The structural basis of Cdc7-Dbf4 kinase dependent targeting and phosphorylation of the MCM2-7 double hexamer
The controlled assembly of replication forks is critical for genome stability. The Dbf4-dependent
Cdc7 kinase (DDK) initiates replisome assembly by phosphorylating the MCM2-7 …
Cdc7 kinase (DDK) initiates replisome assembly by phosphorylating the MCM2-7 …
PconsC: combination of direct information methods and alignments improves contact prediction
MJ Skwark, A Abdel-Rehim, A Elofsson - Bioinformatics, 2013 - academic.oup.com
Recently, several new contact prediction methods have been published. They use (i) large
sets of multiple aligned sequences and (ii) assume that correlations between columns in …
sets of multiple aligned sequences and (ii) assume that correlations between columns in …
[HTML][HTML] Improving contact prediction along three dimensions
Correlation patterns in multiple sequence alignments of homologous proteins can be
exploited to infer information on the three-dimensional structure of their members. The typical …
exploited to infer information on the three-dimensional structure of their members. The typical …
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images
Proteins are the" building blocks of life", the most abundant organic molecules, and the central
focus of most areas of biomedicine. Protein structure is strongly related to protein function, …
focus of most areas of biomedicine. Protein structure is strongly related to protein function, …
Assessment of global and local model quality in CASP8 using Pcons and ProQ
Abstract Model Quality Assessment Programs (MQAPs) are programs developed to rank
protein models. These methods can be trained to predict the overall global quality of a model or …
protein models. These methods can be trained to predict the overall global quality of a model or …
Discoidin domain receptor 1 kinase activity is required for regulating collagen IV synthesis
…, Y Su, TL Tran, L Yu, N Steyns, KJ Temple, MJ Skwark… - Matrix Biology, 2017 - Elsevier
Discoidin domain receptor 1 (DDR1) is a receptor tyrosine kinase that binds to and is
activated by collagens. DDR1 expression increases following kidney injury and accumulating …
activated by collagens. DDR1 expression increases following kidney injury and accumulating …