2014
DOI: 10.1155/2014/581245
|View full text |Cite
|
Sign up to set email alerts
|

Application of Hybrid Functional Groups to Predict ATP Binding Proteins

Abstract: The ATP binding proteins exist as a hybrid of proteins with Walker A motif and universal stress proteins (USPs) having an alternative motif for binding ATP. There is an urgent need to find a reliable and comprehensive hybrid predictor for ATP binding proteins using whole sequence information. In this paper the open source LIBSVM toolbox was used to build a classifier at 10-fold cross-validation. The best hybrid model was the combination of amino acid and dipeptide composition with an accuracy of 84.57% and Mat… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1
1

Citation Types

0
4
0

Year Published

2015
2015
2022
2022

Publication Types

Select...
8

Relationship

0
8

Authors

Journals

citations
Cited by 11 publications
(4 citation statements)
references
References 61 publications
(71 reference statements)
0
4
0
Order By: Relevance
“…We speculate that this change begins at the N-terminus because, during the T7 capsid I to capsid II transition, this region of gp10 undergoes (1) unraveling of an alpha helix and (2) movement from the inside to the outside of the gp10 shell [ 25 ]. Inspection of the N-terminal gp10 sequence [ 19 ] reveals no strict Walker A [GXXXXGK(T/S)] or universal stress protein [G-2X-G-9X-G(S/T)] [ 28 ] sub-sequence. The N-terminal sequence is MANIQ GGQQIGT NQGKGQSAADKLALFLKVF.…”
Section: Discussionmentioning
confidence: 99%
“…We speculate that this change begins at the N-terminus because, during the T7 capsid I to capsid II transition, this region of gp10 undergoes (1) unraveling of an alpha helix and (2) movement from the inside to the outside of the gp10 shell [ 25 ]. Inspection of the N-terminal gp10 sequence [ 19 ] reveals no strict Walker A [GXXXXGK(T/S)] or universal stress protein [G-2X-G-9X-G(S/T)] [ 28 ] sub-sequence. The N-terminal sequence is MANIQ GGQQIGT NQGKGQSAADKLALFLKVF.…”
Section: Discussionmentioning
confidence: 99%
“…For the ligand ATP, the minimum limit of binding starts at 1.5 mM concentration (Figure 2d, Table 2). ATP represents a cell's source of energy and phosphate, and the ATP-binding proteins typically hydrolyze ATP to produce the energy needed for biochemical reactions in the cell (Mbah, 2014). Further studies should focus on understanding if the MRJP1 is involved in transporting substrates across cellular membranes by having ATP-binding sites.…”
Section: Resultsmentioning
confidence: 99%
“…Interaction of GUSP-2-potein with adenosine monophosphate and the presence of glycosylation, phosphorylation and ATP-binding sites (predicted by in-silico analysis) suggested its involvement in signal transduction. Previously, it was observed that rice OsUSP1 belongs to subfamily of ATP-binding USP, and plant USPs might contain ATP binding domain dimmers [25][26][27] . The functinal acitivity of GUSP-2-protein was enhanced by site directed mutations.…”
Section: Discussionmentioning
confidence: 99%