pqsfinder: an exhaustive and imperfection-tolerant search tool for potential quadruplex-forming sequences in R

pqsfinder: an exhaustive and imperfection-tolerant search tool for potential quadruplex-forming sequences in R

WoS Article

Motivation: G-quadruplexes (G4s) are one of the non-B DNA structures easily observedin  vitroandassumed to formin vivo. The latest experiments with G4-specific antibodies and G4-unwinding helicasemutants confirm this conjection.  These four-stranded structures have also been shown to influence arange of molecular processes in cells. As G4s are intensively studied, it is often desirable to screen DNA sequences and pinpoint the precise locations where they might form.
Results: We describe and have tested a newly-developed Bioconductor package for identifying potential quadruplex-forming sequences (PQS). The package is easy-to-use, flexible and customizable. It allows for sequence searches that accommodate possible divergences from the optimal G4 base composition. A novel aspect of our research was the creation and training (parametrization) of an advanced scoring model which resulted in increased precision compared to similar tools. We demonstrate that the algorithm behind the searches has a 96% accuracy on 392 currently known and experimentally observed G4 structures. We also carried out searches against the recent G4-seq data to verify how well we can identify the structures detected by that technology. The correlation with pqsfinder predictions was 0.622, higher than the correlation 0.491 obtained with the second best G4Hunter.

Motivation: G-quadruplexes (G4s) are one of the non-B DNA structures easily observedin  vitroandassumed to formin vivo. The latest experiments with G4-specific antibodies and G4-unwinding helicasemutants confirm this conjection.  These four-stranded structures have also been shown to influence arange of molecular processes in cells. As G4s are intensively studied, it is often desirable to screen DNA sequences and pinpoint the precise locations where they might form.
Results: We describe and have tested a newly-developed Bioconductor package for identifying potential quadruplex-forming sequences (PQS). The package is easy-to-use, flexible and customizable. It allows for sequence searches that accommodate possible divergences from the optimal G4 base composition. A novel aspect of our research was the creation and training (parametrization) of an advanced scoring model which resulted in increased precision compared to similar tools. We demonstrate that the algorithm behind the searches has a 96% accuracy on 392 currently known and experimentally observed G4 structures. We also carried out searches against the recent G4-seq data to verify how well we can identify the structures detected by that technology. The correlation with pqsfinder predictions was 0.622, higher than the correlation 0.491 obtained with the second best G4Hunter.

G-quadruplex identification, G4, imperfect G4, potential quadruplex-forming sequence, PQS, pattern search

G-quadruplex identification, G4, imperfect G4, potential quadruplex-forming sequence, PQS, pattern search

HON, J.; MARTÍNEK, T.; ZENDULKA, J.; LEXA, M.

2018

04.05.2017

1367-4803

BIOINFORMATICS

33

21

United Kingdom of Great Britain and Northern Ireland

3373

3379

7

https://academic.oup.com/bioinformatics/article-abstract/33/21/3373/3923794

psqfinder
psqfinder_popis
psqfinder_clanek
pqsfinder