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@ARTICLE{Pucci:878102,
author = {Pucci, Fabrizio and Zerihun, Mehari B. and Peter, Emanuel
K. and Schug, Alexander},
title = {{E}valuating {DCA}-based method performances for {RNA}
contact prediction by a well-curated data set},
journal = {RNA},
volume = {26},
number = {7},
issn = {1469-9001},
address = {Stanford, Calif.},
publisher = {HighWire Press},
reportid = {FZJ-2020-02633},
pages = {794 - 802},
year = {2020},
abstract = {RNA molecules play many pivotal roles in a cell that are
still not fully understood. Any detailed understanding of
RNA function requires knowledge of its three-dimensional
structure, yet experimental RNA structure resolution remains
demanding. Recent advances in sequencing provide
unprecedented amounts of sequence data that can be
statistically analyzed by methods such as direct coupling
analysis (DCA) to determine spatial proximity or contacts of
specific nucleic acid pairs, which improve the quality of
structure prediction. To quantify this structure prediction
improvement, we here present a well curated data set of
about 70 RNA structures of high resolution and compare
different nucleotide–nucleotide contact prediction methods
available in the literature. We observe only minor
differences between the performances of the different
methods. Moreover, we discuss how robust these predictions
are for different contact definitions and how strongly they
depend on procedures used to curate and align the families
of homologous RNA sequences.},
cin = {JSC},
ddc = {610},
cid = {I:(DE-Juel1)JSC-20090406},
pnm = {511 - Computational Science and Mathematical Methods
(POF3-511) / Forschergruppe Schug $(hkf6_20170901)$ / PhD no
Grant - Doktorand ohne besondere Förderung
(PHD-NO-GRANT-20170405)},
pid = {G:(DE-HGF)POF3-511 / $G:(DE-Juel1)hkf6_20170901$ /
G:(DE-Juel1)PHD-NO-GRANT-20170405},
typ = {PUB:(DE-HGF)16},
pubmed = {pmid:32276988},
UT = {WOS:000541897400003},
doi = {10.1261/rna.073809.119},
url = {https://juser.fz-juelich.de/record/878102},
}