User profiles for M. J. Skwark

Marcin J. Skwark

Bioinformatics Lead, InstaDeep
Verified email at skwark.pl
Cited by 1458

[HTML][HTML] Improved contact predictions using the recognition of protein like contact patterns

MJ Skwark, D Raimondi, M Michel… - PLoS computational …, 2014 - journals.plos.org
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 …

Mycobacterial genomics and structural bioinformatics: opportunities and challenges in drug discovery

…, BP Bannerman, A Munir, MJ Skwark… - Emerging microbes & …, 2019 - Taylor & Francis
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 …

[HTML][HTML] Interacting networks of resistance, virulence and core machinery genes identified by genome-wide epistasis analysis

MJ Skwark, NJ Croucher, S Puranen… - PLoS …, 2017 - journals.plos.org
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 …

PconsFold: improved contact predictions improve protein models

M Michel, S Hayat, MJ Skwark, C Sander… - …, 2014 - academic.oup.com
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 …

[HTML][HTML] The structural basis of Cdc7-Dbf4 kinase dependent targeting and phosphorylation of the MCM2-7 double hexamer

…, S Sunidhi, NL Carranza, MJ Skwark… - Nature …, 2022 - nature.com
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 …

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 …

[HTML][HTML] Improving contact prediction along three dimensions

C Feinauer, MJ Skwark, A Pagnani… - PLoS computational …, 2014 - journals.plos.org
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 …

Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images

V Golkov, MJ Skwark, A Golkov… - Advances in …, 2016 - proceedings.neurips.cc
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, …

Assessment of global and local model quality in CASP8 using Pcons and ProQ

P Larsson, MJ Skwark, B Wallner… - … Structure, Function, and …, 2009 - Wiley Online Library
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 …

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 …