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Computational and Structural Biotechnology Journal
Article . 2020 . Peer-reviewed
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Other literature type . 2020
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Coevolutionary data-based interaction networks approach highlighting key residues across protein families: The case of the G-protein coupled receptors

Authors: Baldessari, Filippo; Capelli, Riccardo; Carloni, Paolo; Giorgetti, Alejandro;

Coevolutionary data-based interaction networks approach highlighting key residues across protein families: The case of the G-protein coupled receptors

Abstract

We present an approach that, by integrating structural data with Direct Coupling Analysis, is able to pinpoint most of the interaction hotspots (i.e. key residues for the biological activity) across very sparse protein families in a single run. An application to the Class A G-protein coupled receptors (GPCRs), both in their active and inactive states, demonstrates the predictive power of our approach. The latter can be easily extended to any other kind of protein family, where it is expected to highlight most key sites involved in their functional activity.

Keywords

info:eu-repo/classification/ddc/570, Conformational states, Functionally relevant residues, GPCRs, Interaction network, Coevolution; Conformational states; Functionally relevant residues; GPCRs; Interaction network, TP248.13-248.65, Coevolution, Biotechnology, Research Article

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Top 10%
Average
Top 10%
Green
gold