Evidence map›Paper›PMID 36293162›Full record

ArticleInternational journal of molecular sciences2022

Papaya Leaf Extracts as Potential Dengue Treatment: An In-Silico Study.

Ayesh Madushanka, Niraj Verma, Marek Freindorf, Elfi Kraka

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
4.9field-weighted citation impact, top 5% 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

8 citing papers in PubMed, 17 citations in OpenAlex.

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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

4 authors at 1 institution in 1 country.

Ayesh MadushankaDepartment of Chemistry, Southern Methodist University, 3215 Daniel Avenue, P.O. Box 750314, Dallas, TX 75275, USA.
Niraj VermaDepartment of Chemistry, Southern Methodist University, 3215 Daniel Avenue, P.O. Box 750314, Dallas, TX 75275, USA.
Marek FreindorfDepartment of Chemistry, Southern Methodist University, 3215 Daniel Avenue, P.O. Box 750314, Dallas, TX 75275, USA.
Elfi KrakaDepartment of Chemistry, Southern Methodist University, 3215 Daniel Avenue, P.O. Box 750314, Dallas, TX 75275, USA.ORCID 0000-0002-9658-5626
Southern Methodist University · US

Funding

DSF Charitable Foundation Special grant for PhD student supportNational Science Foundation CHE 2102461
6 · The paper itself

Abstract

Dengue fever (DF), dengue hemorrhagic fever (DHF), and dengue shock syndrome (DSS) cause serious public health problems, with nearly 390 million people affected and 20,000 deaths per year in tropical and subtropical countries. Despite numerous attempts, no antiviral drug or vaccine is currently available to combat the manifestation. The challenge of discovering an efficient vaccine is enhanced by the surplus presence of efficient vectors and drug resistance from the virus. For centuries, papaya (Carica papaya) extracts have been traditionally used to treat DF, DHF, and DSS. In the present study, we systematically investigated seven compounds isolated from papaya leaf extract with regard to their potential as inhibitors for non-structural (NS) proteins, NS3 and NS5, which play a crucial role in viral RNA replication. The computational tools applied stretched across classical molecular docking, molecular dynamics (MD) simulations and SwissADME used to calculate binding affinities; binding free energies; Absorption, Distribution, Metabolism, and Excretion (ADME); and drug-likeness properties, thus, identifying Kaempferol, Chlorogenic acid, and Quercetin as potential candidates, with Kaempferol and Quercetin scoring best. Therefore, for the Kaempferol and Quercetin complexes, hybrid quantum mechanical/molecular mechanical (QM/MM) geometry and frequency calculations were performed, followed by the local mode analysis developed in our group to quantify Kaempferol-NS and Quercetin-NS hydrogen bonding. Given the non-toxic nature and the wide availability of the Kaempferol and Quercetin papaya extract in almost all of the susceptible regions, and our results showing high NS3 and NS5 binding affinities and energies, strong hydrogen bonding with both NS3 and NS5, and excellent ADME properties, we suggest Kaempferol and Quercetin as a strong NS3 and NS5 inhibitor to be further investigated in vitro.

Indexed as

CaricaDengueDengue VirusAntiviral AgentsChlorogenic AcidHumansKaempferolsMolecular Docking SimulationPlant ExtractsQuercetinRNA, ViralViral Nonstructural ProteinsAntiviral AgentsChlorogenic AcidKaempferolsPlant ExtractsQuercetinRNA, ViralViral Nonstructural ProteinsADMEdengue feverlocal mode analysispapaya leaf extractQM/MM

Identifiers

PMID36293162
PMCPMC9610845
OpenAlexW4306385435

What OpenQuestion holds

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LicenceCC BY
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.