# Identification of antimicrobial compounds in Dipsacus inermis via phytochemical profiling, in vitro assessment, and advanced computational techniques

**Authors:** Drakhshaan, Tahir Ali Chohan, Aisha Qayyum, Abdullah R. Alzahrani, Ahd A. Mansour, Hayat Ali Alzahrani, Abida Khan, Muhammad Umer Khan

PMC · DOI: 10.1371/journal.pone.0341424 · PLOS One · 2026-02-06

## TL;DR

This study identifies antimicrobial compounds in Dipsacus inermis using chemical analysis and computational methods, showing potential for new antibiotic development.

## Contribution

The study introduces novel multi-target antimicrobial compounds from Dipsacus inermis with favorable drug-like properties.

## Key findings

- DCM extract showed strong antibacterial activity against multiple strains, with significant dose-dependent effects.
- Compounds DI10 and DI31 were identified as potent multi-target leads with favorable ADMET profiles.
- Molecular dynamics simulations confirmed stable interactions between compounds and bacterial proteins.

## Abstract

Antimicrobial resistance (AMR) poses a major challenge in treating infections such as pneumonia and typhoid fever, necessitating novel therapeutics. Plant-derived natural products provide a promising alternative. This study evaluated dichloromethane (DCM) and methanol (MeOH) extracts of Dipsacus inermis against six bacterial strains: Staphylococcus aureus, Bacillus subtilis, Escherichia coli, Pseudomonas aeruginosa, Salmonella typhi, and Enterobacter aerogenes. Antibacterial activity was assessed following standardized CLSI guidelines for both zone of inhibition (ZOI) and minimum inhibitory concentration (MIC) assays. The DCM extract demonstrated superior activity, with ZOI values of 17.87 ± 0.23 mm (S. aureus and E. aerogenes) and 16.83 ± 0.29 mm (S. typhi), and MICs of 1.562 mg/mL (B. subtilis and E. aerogenes) and 12.5 mg/mL (S. aureus, S. typhi, E. coli, and P. aeruginosa). One-way ANOVA followed by pairwise post-hoc comparisons confirmed significant differences among extract concentrations and relative to the reference control, highlighting dose-dependent potency. GC-MS and HPLC analyses identified multiple bioactive compounds, primarily terpenoids and steroids. All identified compounds were subjected to in silico studies against DNA gyrase B, tyrosyl-tRNA synthetase, PBP2X, PBP4, and DHFR. Compounds DI10 and DI31 emerged as potent multi-target leads, while DI22 exhibited selective activity against PBP4. ADMET profiling indicated favorable pharmacokinetics, high intestinal absorption, and minimal toxicity risks. DFT and MESP analyses revealed electronic features and reactive sites critical for ligand-protein interactions. Molecular dynamics simulations confirmed stable protein-ligand complexes, with RMSD stabilizing at 1.5-2.5 Å, compact conformations (Rg: 16.3-21.6 Å), persistent hydrogen bonds, and favorable binding free energies (−45 to −52 kcal/mol) via MM-PBSA. These integrated in vitro and in silico findings indicate that DCM-derived compounds, particularly DI10 and DI31, are primarily responsible for the observed antibacterial activity and represent promising candidates for antimicrobial drug development.

## Linked entities

- **Proteins:** pbp2x (penicillin-binding protein PBP2X), PBP4 (Pbp4p), DHFR (dihydrofolate reductase)
- **Chemicals:** dichloromethane (PubChem CID 6344), methanol (PubChem CID 887), DI31 (PubChem CID 3845107)
- **Diseases:** pneumonia (MONDO:0005249), typhoid fever (MONDO:0005619)
- **Species:** Staphylococcus aureus (taxon 1280), Bacillus subtilis (taxon 1423), Escherichia coli (taxon 562), Pseudomonas aeruginosa (taxon 287)

## Full-text entities

- **Genes:** Dihydrofolate reductase [NCBI Gene 13874802], CYP4F3 (cytochrome P450 family 4 subfamily F member 3) [NCBI Gene 4051] {aka CPF3, CYP4F, CYPIVF3, LTB4H}, CYP3A4 (cytochrome P450 family 3 subfamily A member 4) [NCBI Gene 1576] {aka CP33, CP34, CYP3A, CYP3A3, CYPIIIA3, CYPIIIA4}, CYP2B6 (cytochrome P450 family 2 subfamily B member 6) [NCBI Gene 1555] {aka CPB6, CYP2B, CYP2B7, CYPIIB6, EFVM, IIB1}
- **Diseases:** fibromyalgia (MESH:D005356), Toxicity (MESH:D064420), Lyme disease (MESH:D008193), microbial infections (MESH:D015163), urinary tract infections (MESH:D014552), bacterial infections (MESH:D001424), RMSF (MESH:D011843), typhoid fever (MESH:D014435), infections (MESH:D007239), pneumonia (MESH:D011014), nosocomial infections (MESH:D003428), gastrointestinal disturbances (MESH:D005767), respiratory infections (MESH:D012141)
- **Chemicals:** resorufin (MESH:C014180), tetrahydrofuran (MESH:C018674), vancomycin (MESH:D014640), sesquiterpene (MESH:D012717), rutin (MESH:D012431), tetrahydrofolic acid (MESH:C030371), monoterpenoids (MESH:D039821), acetonitrile (MESH:C032159), cannabinoids (MESH:D002186), retinoid (MESH:D012176), furan (MESH:C039281), cyclohexanols (MESH:D003511), trimethoprim (MESH:D014295), epoxide (MESH:D004852), DI10 (-), resazurin (MESH:C005843), Phenylhydrazine (MESH:C030299), phorbol ester (MESH:D010703), piperazine (MESH:D000077489), cyclopentane (MESH:D003517), methanol (MESH:D000432), eugenol (MESH:D005054), nitrogen (MESH:D009584), fatty acids (MESH:D005227), cefepime (MESH:D000077723), caffeic acid (MESH:C040048), nucleotide (MESH:D009711), water (MESH:D014867), ferulic acid (MESH:C004999), folate (MESH:D005492), hydrogen (MESH:D006859), gallic acid (MESH:D005707), alkaloid (MESH:D000470), berberine (MESH:D001599), AMES (MESH:C017501), flavonoid (MESH:D005419), benzene (MESH:D001554), agar (MESH:D000362), He (MESH:D006371), SB-239629 (MESH:C439613), proton (MESH:D011522), ATP (MESH:D000255), steroids (MESH:D013256), acetic acid (MESH:D019342), alkanes (MESH:D000473), phenols (MESH:D010636), oxygen (MESH:D010100), chlorogenic acid (MESH:D002726), Phenylenediamine (MESH:D010655), terpenoid (MESH:D013729), -acid (MESH:D000143), DMSO (MESH:D004121), pyrazole (MESH:C031280), sterols (MESH:D013261), reserpine (MESH:D012110), DCM (MESH:D008752), quercetin (MESH:D011794), ester (MESH:D004952), Gentamicin (MESH:D005839)
- **Species:** Klebsiella aerogenes (species) [taxon 548], Dipsacus inermis (species) [taxon 1113480], Staphylococcus aureus (species) [taxon 1280], Dipsacus laciniatus (species) [taxon 398307], Bacillus subtilis (species) [taxon 1423], Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], aureus [taxon 46170], Enterobacterales (order) [taxon 91347], D. azureus [taxon 238114], Pseudomonas aeruginosa (species) [taxon 287], Homo sapiens (human, species) [taxon 9606], Salmonella enterica subsp. enterica serovar Typhi (no rank) [taxon 90370], Escherichia coli (E. coli, species) [taxon 562]

## Full text

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## Figures

14 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12880709/full.md

## References

91 references — full list in the complete paper: https://tomesphere.com/paper/PMC12880709/full.md

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Source: https://tomesphere.com/paper/PMC12880709