Evidence map›Paper›PMID 41792177›Full record

ArticleScientific reports2026

Drug target mining and in silico screening of Tibetan plant metabolites for potential alleviation of Oroya fever, a neglected tropical disease.

Zarrin Basharat, Afsheen Raza, Hanan A Ogaly, Fatimah A M Al-Zahrani, Ufaq Saleem, Calvin R Wei, Ibrar Ahmed, Madiha Islam, Sara Jadoon, Seil Kim

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Zarrin BasharatAlpha Genomics Private Limited, Islamabad, 45710, Pakistan. zarrin.iiui@gmail.com.
Afsheen RazaDepartment of Biomedical Sciences, College of Health Sciences, Abu Dhabi University, P.O. Box 59911, Abu Dhabi, United Arab Emirates.
Hanan A OgalyChemistry Department, College of Science, King Khalid University, 61421, Abha, Saudi Arabia.
Fatimah A M Al-ZahraniChemistry Department, College of Science, King Khalid University, 61421, Abha, Saudi Arabia.
Ufaq SaleemDepartment of Biochemistry, University of Sindh, Jamshoro, 71000, Pakistan.
Calvin R WeiDepartment of Research and Development, Shing Huei Group, Taipei, Taiwan.
Ibrar AhmedAlpha Genomics Private Limited, Islamabad, 45710, Pakistan.
Madiha IslamDepartment of Biotechnology and Genetic Engineering, Hazara University, Mansehra, Pakistan.
Sara JadoonDepartment of Anatomy, Ayub Medical College, Abbottabad, Pakistan.
Seil KimGroup for Biometrology, Microbiological Analysis Team, The Korea Research Institute of Standards and Science (KRISS), Yuseong District, Daejeon, 34113, Republic of Korea. stapler@kriss.re.kr.

Funding

National Research Foundation of Korea RS-2022-NR066818National Research Foundation of Korea RS-2023-00223245
6 · The paper itself

Abstract

Bartonella bacilliformis is the causative agent of a neglected tropical disease, the Oroya fever or Carrion’s disease. Current treatment options for B. bacilliformis infections are limited, and the emergence of antibiotic-resistant strains underscores the urgent need for novel therapeutic interventions. This study aimed to identify novel inhibitors from Tibetan medicinal plant metabolites against B. bacilliformis, a causative agent of Oroya fever, utilizing a multi-pronged computational approach. We employed pan-genomics and hierarchal subtractive proteomics approach to filter drug targets and then predicted binding affinities of compounds with riboflavin synthase target using AutoDock Vina, DiffDock, and GNINA. The stability of the top inhibitors was confirmed through molecular dynamics (MD) simulations in GROMACS, while MM/GBSA and ADMET profiling assessed pharmacokinetic and toxicity properties. The analysis identified Kaempferol 3-O-gentiobioside, Kaempferol 3-(6''-p-coumarylglucoside)-7-glucoside, and Hirtusneanoside as promising inhibitors. MD simulations demonstrated stable binding with RMSD within 3 Å, and the candidates showed no skin sensitization, AMES mutagenicity, or hepatotoxicity. Physiologically-based pharmacokinetic (PBPK) modeling estimated compound distribution within the human body and revealed slightly higher absorption in pregnant and steatosis conditions, but overall absorption rates were similar across scenarios. Cyclodextrin complexation, particularly with SBE-β-CD indicates potential for enhanced solubility of these ligands. Since Kaempferol 3-O-gentiobioside exhibited off-target effects, the Kaempferol 3-(6''-p-coumarylglucoside)-7-glucoside and Hirtusneanoside are recommended for further investigation. Further testing in laboratory is recommended to explore these leads options for treating Oroya fever.

Indexed as

Anti-Bacterial AgentsBartonella InfectionsNeglected DiseasesPlant ExtractsPlants, MedicinalComputer SimulationHumansMolecular Docking SimulationMolecular Dynamics SimulationTibetAnti-Bacterial AgentsPlant ExtractsADMETBartonella bacilliformisDrug discoveryMM/PBSAPBPKTibetan medicinal plants

Identifiers

PMID41792177
PMCPMC13084052

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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.