Evidence map›Paper›PMID 37418181›Full record

ArticleJournal of molecular modeling2023

Evaluation interaction of graphene oxide with heparin for antiviral blockade: a study of ab initio simulations, molecular docking, and experimental analysis.

André Flores Dos Santos, Mirkos Ortiz Martins, Jerônimo Lameira, Jéssica de Oliveira Araújo, Marcela Sagrilo Frizzo, Carolina Bordin Davidson, Diulie Valente de Souza, Alencar Kolinski Machado, Sérgio Roberto Mortari, Daniel Moro Druzian and 3 more

Abstract read
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In one paragraph

Article in Journal of molecular modeling, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 43% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 3 institutions in 1 country.

André Flores Dos SantosPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil. andre.santos@ufn.edu.br.ORCID https://orcid.org/0000-0002-1348-7036
Mirkos Ortiz MartinsPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0002-3983-1624
Jerônimo LameiraInstitute of Biological Sciences, Federal University of Pará-UFPA, Belém, PA, Brazil.ORCID https://orcid.org/0000-0001-7270-1517
Jéssica de Oliveira AraújoInstitute of Biological Sciences, Federal University of Pará-UFPA, Belém, PA, Brazil.ORCID https://orcid.org/0000-0003-4968-8005
Marcela Sagrilo FrizzoPostgraduate Program in Chemical Engineering-PosENQ, Federal University of Santa Catarina-UFSC, Florianopolis, SC, Brazil.ORCID https://orcid.org/0000-0001-9315-5762
Carolina Bordin DavidsonPostgraduate Program in Nanosciences: Laboratory of Cell Culture and Bioactive Effects, Franciscan University-UFN, Santa Maria, RS, Brazil.ORCID https://orcid.org/0000-0003-4956-2787
Diulie Valente de SouzaPostgraduate Program in Nanosciences: Laboratory of Cell Culture and Bioactive Effects, Franciscan University-UFN, Santa Maria, RS, Brazil.ORCID https://orcid.org/0000-0002-6126-2501
Alencar Kolinski MachadoPostgraduate Program in Nanosciences: Laboratory of Cell Culture and Bioactive Effects, Franciscan University-UFN, Santa Maria, RS, Brazil.ORCID https://orcid.org/0000-0003-2003-8420
Sérgio Roberto MortariPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0002-1166-3980
Daniel Moro DruzianPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0003-1475-5466
Mariana Zancan TonelPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0002-9541-8578
Ivana Zanella da SilvaPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0002-7067-5519
Solange Binotto FaganPostgraduate Program in Nanoscience: Laboratory of Simulation and Modeling of Nanomaterials-LASIMON, Franciscan University-UFN, Andradas Street, 1614, Santa Maria, RS, 97010-030, Brazil.ORCID https://orcid.org/0000-0002-8719-4228
Universidade Franciscana · BRUniversidade Federal do Pará · BRUniversidade Federal de Santa Catarina · BR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextHeparin, one of the drugs reused in studies with antiviral activity, was chosen to investigate a possible blockade of the SARS-CoV-2 spike protein for viral entry through computational simulations and experimental analysis. Heparin was associated to graphene oxide to increase in the binding affinity in biological system. First, the electronic and chemical interaction between the molecules was analyzed through ab initio simulations. Later, we evaluate the biological compatibility of the nanosystems, in the target of the spike protein, through molecular docking. The results show that graphene oxide interacts with the heparin with an increase in the affinity energy with the spike protein, indicating a possible increment in the antiviral activity. Experimental analysis of synthesis and morphology of the nanostructures were carried out, indicating heparin absorption by graphene oxide, confirming the results of the first principle simulations. Experimental tests were conducted on the structure and surface of the nanomaterial, confirming the heparin aggregation on the synthesis with a size between the GO layers of 7.44 Å, indicating a C-O type bond, and exhibiting a hydrophilic surface characteristic (36.2°).

methodsComputational simulations of the ab initio with SIESTA code, LDA approximations, and an energy shift of 0.05 eV. Molecular docking simulations were performed in the AutoDock Vina software integrated with the AMDock Tools Software using the AMBER force field. GO, GO@2.5Heparin, and GO@5Heparin were synthesized by Hummers and impregnation methods, respectively, and characterized by X-ray diffraction and surface contact angle.

Indexed as

COVID-19Spike Glycoprotein, CoronavirusAntiviral AgentsGraphiteHeparinHumansMolecular Docking SimulationSARS-CoV-2Antiviral Agentsgraphene oxideGraphiteHeparinSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2CoronavirusDrugsEfficacyInfectionPandemicToxicology

Identifiers

PMID37418181
OpenAlexW4383482445

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.