2019
DOI: 10.1177/1176934319831308
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The Molecular Basis of pH-Modulated HIV gp120 Binding Revealed

Abstract: Decades of research has yet to provide a vaccine for HIV, the virus which causes AIDS. Recent theoretical research has turned attention to mucosa pH levels over systemic pH levels. Previous research in this field developed a computational approach for determining pH sensitivity that indicated higher potential for transmission at mucosa pH levels present during intercourse. The process was extended to incorporate a principal component analysis (PCA)-based machine learning technique for classification of gp120 p… Show more

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Cited by 4 publications
(6 citation statements)
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References 32 publications
(58 reference statements)
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“…Past investigations predict stronger binding affinity between HIV gp120 and human CD4 proteins at lower physiological pH compared to higher physiological pH. Evidence of this was demonstrated by the pipeline EFP and BE data from those protein and complexes [5,6,11,13]. However, the EFP and BE data for s1-ACE2 interactions predict no notable differences in binding efficacy across the physiologically relevant pH range.…”
Section: Resultsmentioning
confidence: 93%
See 1 more Smart Citation
“…Past investigations predict stronger binding affinity between HIV gp120 and human CD4 proteins at lower physiological pH compared to higher physiological pH. Evidence of this was demonstrated by the pipeline EFP and BE data from those protein and complexes [5,6,11,13]. However, the EFP and BE data for s1-ACE2 interactions predict no notable differences in binding efficacy across the physiologically relevant pH range.…”
Section: Resultsmentioning
confidence: 93%
“…We have previously performed extensive research using electrostatic analysis of HIV gp120 envelope glycoprotein interactions with human CD4 and broadly neutralizing antibody proteins [5,6,[11][12][13]15]. Electrostatics are a novel way to evaluate protein interactions at the structural level with a focus on how environmental conditions, like pH, effect binding efficacy.…”
Section: Introductionmentioning
confidence: 99%
“…The virus is often transmitted during sexual intercourse where an acidic mucosa pool exists. Therefore, gp160, which naturally maintains its function in acidic conditions, was purified in a buffer with low pH as suggested from the parsed literature ( 33 ). On the other end, we found protein NaChBac (PDB: 6VWX, 6VX3, UniProt: Q9KCR8) that was purified using SEC in highly basic conditions with pH of 10 ( 34 ).…”
Section: Resultsmentioning
confidence: 99%
“…All computational methods related to the electrostatic pipeline are detailed in [5,6,[9][10][11][12]. For the specific calculation of Electric Force, APBS returns a factor for in:…”
Section: Vw1_2mentioning
confidence: 99%
“…We have previously performed extensive research using electrostatic analysis of HIV gp120 envelope glycoprotein interactions with human CD4 and broadly neutralizing antibody proteins [5,6,[9][10][11][12]. Electrostatics are a novel way to evaluate protein interactions at the structural level with a focus on how environmental conditions, like pH, effect binding efficacy.…”
Section: Introductionmentioning
confidence: 99%