Evidence map›Paper›PMID 36679976›Full record

ArticleVaccines2023

Identification of NS2B-NS3 Protease Inhibitors for Therapeutic Application in ZIKV Infection: A Pharmacophore-Based High-Throughput Virtual Screening and MD Simulations Approaches.

Hafiz Muzzammel Rehman, Muhammad Sajjad, Muhammad Akhtar Ali, Roquyya Gul, Muhammad Irfan, Muhammad Naveed, Munir Ahmad Bhinder, Muhammad Usman Ghani, Nadia Hussain, Amira S A Said and 2 more

Open access · goldAbstract read
In one paragraph

Article in Vaccines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
12.8field-weighted citation impact, top 1% 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

22 citing papers in PubMed, 44 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

12 authors at 7 institutions in 3 countries.

Hafiz Muzzammel RehmanSchool of Biochemistry and Biotechnology, University of the Punjab, Lahore 54590, Punjab, Pakistan.ORCID 0000-0002-5281-3156
Muhammad SajjadSchool of Biological Sciences, University of the Punjab, Quaid e Azam Campus, Lahore 54590, Punjab, Pakistan.ORCID 0000-0002-6739-5436
Muhammad Akhtar AliSchool of Biological Sciences, University of the Punjab, Quaid e Azam Campus, Lahore 54590, Punjab, Pakistan.
Roquyya GulFaculty of Life Sciences, Gulab Devi Educational Complex, Lahore 54590, Punjab, Pakistan.ORCID 0000-0002-5294-8421
Muhammad IrfanKauser Abdulla Malik School of Life Sciences, Forman Christian College (A Chartered University), Lahore 54600, Punjab, Pakistan.ORCID 0000-0002-6063-9784
Muhammad NaveedDepartment of Biotechnology, Faculty of Science and Technology, University of Central Punjab Lahore, Lahore 54590, Punjab, Pakistan.
Munir Ahmad BhinderDepartment of Human Genetics and Molecular Biology, University of Health Sciences, Lahore 54590, Punjab, Pakistan.
Muhammad Usman GhaniCenter for Applied Molecular Biology, University of the Punjab, Lahore 54590, Punjab, Pakistan.
Nadia HussainDepartment of Pharmaceutical Sciences, College of Pharmacy, Al Ain University, Al Ain 64141, United Arab Emirates.ORCID 0000-0001-6314-2485
Amira S A SaidAAU Health and Biomedical Research Center, Al Ain University, Abu Dhabi 112612, United Arab Emirates.ORCID 0000-0002-6421-5970
Amal H I Al HaddadChief Operations Office, Sheikh Shakhbout Medical City (SSMC) in Partnership with Mayo Clinic, Abu Dhabi 11001, United Arab Emirates.
Mahjabeen SaleemSchool of Biochemistry and Biotechnology, University of the Punjab, Lahore 54590, Punjab, Pakistan.
University of the Punjab · PKAl Ain University · AEBeni-Suef University · EGForman Christian College · PKSheikh Shakhbout Medical City · AEUniversity of Central Punjab · PKUniversity of Health Sciences Lahore · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Zika virus (ZIKV) pandemic and its implication in congenital malformations and severe neurological disorders had created serious threats to global health. ZIKV is a mosquito-borne flavivirus which spread rapidly and infect a large number of people in a shorter time-span. Due to the lack of effective therapeutics, this had become paramount urgency to discover effective drug molecules to encounter the viral infection. Various anti-ZIKV drug discovery efforts during the past several years had been unsuccessful to develop an effective cure. The NS2B-NS3 protein was reported as an attractive therapeutic target for inhibiting viral proliferation, due to its central role in viral replication and maturation of non-structural viral proteins. Therefore, the current in silico drug exploration aimed to identify the novel inhibitors of Zika NS2B-NS3 protease by implementing an e-pharmacophore-based high-throughput virtual screening. A 3D e-pharmacophore model was generated based on the five-featured (ADPRR) pharmacophore hypothesis. Subsequently, the predicted model is further subjected to the high-throughput virtual screening to reveal top hit molecules from the various small molecule databases. Initial hits were examined in terms of binding free energies and ADME properties to identify the candidate hit exhibiting a favourable pharmacokinetic profile. Eventually, molecular dynamic (MD) simulations studies were conducted to evaluate the binding stability of the hit molecule inside the receptor cavity. The findings of the in silico analysis manifested affirmative evidence for three hit molecules with -64.28, -55.15 and -50.16 kcal/mol binding free energies, as potent inhibitors of Zika NS2B-NS3 protease. Hence, these molecules holds the promising potential to serve as a prospective candidates to design effective drugs against ZIKV and related viral infections.

Indexed as

ASINEX databasee-pharmacophore approachhigh-throughput virtual screeningmolecular dynamics simulationprime MM-GBSAZika virus

Identifiers

PMID36679976
PMCPMC9862652
OpenAlexW4313509721

What OpenQuestion holds

Textmetadata
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.