Evidence map›Paper›PMID 38767701›Full record

ArticleBioresources and bioprocessing2024

Network pharmacology and molecular docking: combined computational approaches to explore the antihypertensive potential of Fabaceae species.

Zainab Shahzadi, Zubaida Yousaf, Irfan Anjum, Muhammad Bilal, Hamna Yasin, Arusa Aftab, Anthony Booker, Riaz Ullah, Ahmed Bari

Abstract read
In one paragraph

Article in Bioresources and bioprocessing, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
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

12 citing papers in PubMed.

  1. Potential Host-Directed Mechanisms ofVeterinary sciences · 2026
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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

9 authors.

Zainab ShahzadiDepartment of Botany, Lahore College for Women University, Lahore, Pakistan.
Zubaida YousafDepartment of Botany, Lahore College for Women University, Lahore, Pakistan. zubaida.yousaf@lcwu.edu.pk.ORCID http://orcid.org/0000-0001-8710-3915
Irfan AnjumDepartment of Basic Medical Sciences, Shifa College of Pharmaceutical Sciences, Shifa Tameer-e-Millat University, Islamabad, Pakistan.
Muhammad BilalCenters for Applied Molecular Biology, University of the Punjab, Lahore, Pakistan.
Hamna YasinDepartment of Botany, Lahore College for Women University, Lahore, Pakistan.
Arusa AftabDepartment of Botany, Lahore College for Women University, Lahore, Pakistan.
Anthony BookerResearch Centre for Optimal Health, School of Life Sciences, College of Liberal Arts and Sciences, University of Westminster, 115 New Cavendish Street, London, W1W 6UW, UK. A.Booker@westminster.ac.uk.
Riaz UllahDepartment of Pharmacognosy, College of Pharmacy King, Saud University, Riyadh, Saudi Arabia.
Ahmed BariDepartment of Pharmaceutical Chemistry, College of Pharmacy King, Saud University, Riyadh, Saudi Arabia.

Funding

King Saud University RSP2024R346
6 · The paper itself

Abstract

Hypertension is a major global public health issue, affecting quarter of adults worldwide. Numerous synthetic drugs are available for treating hypertension; however, they often come with a higher risk of side effects and long-term therapy. Modern formulations with active phytoconstituents are gaining popularity, addressing some of these issues. This study aims to discover novel antihypertensive compounds in Cassia fistula, Senna alexandrina, and Cassia occidentalis from family Fabaceae and understand their interaction mechanism with hypertension targeted genes, using network pharmacology and molecular docking. Total 414 compounds were identified; initial screening was conducted based on their pharmacokinetic and ADMET properties, with a particular emphasis on adherence to Lipinski's rules. 6 compounds, namely Germichrysone, Benzeneacetic acid, Flavan-3-ol, 5,7,3',4'-Tetrahydroxy-6, 8-dimethoxyflavon, Dihydrokaempferol, and Epiafzelechin, were identified as effective agents. Most of the compounds found non-toxic against various indicators with greater bioactivity score. 161 common targets were obtained against these compounds and hypertension followed by compound-target network construction and protein-protein interaction, which showed their role in diverse biological system. Top hub genes identified were TLR4, MMP9, MAPK14, AKT1, VEGFA and HSP90AA1 with their respective associates. Higher binding affinities was found with three compounds Dihydrokaempferol, Flavan-3-ol and Germichrysone, -7.1, -9.0 and -8.0 kcal/mol, respectively. The MD simulation results validate the structural flexibility of two complexes Flavan-MMP9 and Germich-TLR4 based on no. of hydrogen bonds, root mean square deviations and interaction energies. This study concluded that C. fistula (Dihydrokaempferol, Flavan-3-ol) and C. occidentalis (Germichrysone) have potential therapeutic active constituents to treat hypertension and in future novel drug formulation.

Indexed as

Cassia speciesFabaceaeHerbal medicineHypertensionMolecular dockingNetwork pharmacologyPhytochemicals

Identifiers

PMID38767701
PMCPMC11106056

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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.