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Title:Unveiling polyphenol-protein interactions : a comprehensive computational analysis
Authors:ID Lešnik, Samo (Author)
ID Jukič, Marko (Author)
ID Bren, Urban (Author)
Files:.pdf s13321-025-00997-3.pdf (5,61 MB)
MD5: D7B60C3CF9B0B0D59697AB28CBBB1A59
 
URL https://link.springer.com/article/10.1186/s13321-025-00997-3
 
Language:English
Work type:Article
Typology:1.01 - Original Scientific Article
Organization:FKKT - Faculty of Chemistry and Chemical Engineering
Abstract:Our study investigates polyphenol-protein interactions, analyzing their structural diversity and dynamic behavior. Analysis of the entire Protein Data Bank reveals diverse polyphenolic structures, engaging in various noncovalent interactions with proteins. Interactions observed across crystal structures among diverse polyphenolic classes reveal similarities, underscoring consistent patterns across a spectrum of structural motifs. On the other hand, molecular dynamics (MD) simulations of polyphenol-protein complexes unveil dynamic binding patterns, highlighting the influx of water molecules into the binding site and underscoring limitations of static crystal structures. Water-mediated interactions emerge as crucial in polyphenol-protein binding, leading to variable binding patterns observed in MD simulations. Comparison of high- and low-resolution crystal structures as starting points for MD simulations demonstrates their robustness, exhibiting consistent dynamics regardless of the quality of the initial structural data. Additionally, the impact of glycosylation on polyphenol binding is explored, revealing its role in modulating interactions with proteins. In contrast to synthetic drugs, polyphenol binding seems to exhibit heightened flexibility, driven by dynamic water-mediated interactions, which may also facilitate their promiscuous binding. Comprehensive dynamic studies are, therefore essential to understand polyphenol-protein recognition mechanisms. Overall, our study provides novel insights into polyphenol-protein interactions, informing future research for harnessing polyphenolic therapeutic potential through rational drug design.
Keywords:polyphenols, polyphenol-protein complexes, molecular dynamics simulations, noncovalent interactions, water-mediated interactions, glycosylation, dynamic behavior
Publication status:Published
Publication version:Version of Record
Submitted for review:11.04.2024
Article acceptance date:25.03.2025
Publication date:10.04.2025
Publisher:BioMed Central
Year of publishing:2025
Number of pages:21 str.
PID:20.500.12556/DKUM-94367 New window
UDC:547
ISSN on article:1758-2946
COBISS.SI-ID:233496067 New window
DOI:10.1186/s13321-025-00997-3 New window
Copyright:© The Author(s) 2025
Publication date in DKUM:14.08.2025
Views:315
Downloads:7
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Journal of cheminformatics
Publisher:BioMed Central
ISSN:1758-2946
COBISS.SI-ID:3289620 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0046-2019
Name:Separacijski procesi in produktna tehnika

Funder:ARIS - Slovenian Research and Innovation Agency
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Name:Kemijska karcinogeneza: Mehanistični vpogled

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J4-4633-2023
Name:Razumevanje mehanizmov in preprečevanje agregacije biofarmacevtskih proteinov

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-4398-2022
Name:Kemijska karcinogeneza in nevrodegeneracija: Molekularni mehanizem vpliva mikrovalovnega sevanja

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:L2-4430-2022
Name:Proizvodnja, izolacija in formulacija zdravju koristnih substanc iz Helichrysum Italicum za uporabo v kozmetični industriji

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J3-4498-2022
Name:Multi-omska raziskava signalne poti NFkB pri multipli sklerozi

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J7-4638-2022
Name:Načrtovanje selektivnih katalitskih postopkov pretvorbe CO2 v etanol – UliSess

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-4414-2022
Name:ProBiS-Fold pristop za določanje vezavnih mest za celoten strukturni človeški proteom pri odkrivanju zdravil

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:I0-E015-2025
Name:BBMRI

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-50034-2023
Name:Knjižnica korelacij med vezavnimi vzorci opioidov in njihovimi neželenimi stranskimi učinki

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J7-50043-2023
Name:Mutacijska platforma koronavirusnih terapevtskih tarč za študij vpliva mutacij na učinkovitost in izbiro zdravil ter načrtovanje novih pan-koronavirusnih zaviralcev

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0438-2022
Name:Optični kemijski/bio senzorski sistemi (OPTISENS)

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J3-4497-2022
Name:Neinvazivni multi-omski biooznačevalci v podtipih imunskih celic za personalizirano zdravljenje otroške astme in molekularni mehanizmi neodzivnosti na inhalacijske kortikosteroide

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:polifenoli, simulacija dinamike molekul, nekovalentne interakcije


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