Table · dataset · 2026
Virtual screening of secondary metabolites from the African natural products database against <i>Plasmodium falciparum</i>: an integrated docking, MM-GBSA, and molecular dynamics study
Listed in figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.32982696.v2
<p>An integrated pipeline combining QM ligand optimisation, docking, statistical enrichment, ADMET profiling, MM-GBSA rescoring and replicate MD simulations screened 443 secondary metabolites from the African Natural Products Database against 18 <i>P. falciparum</i> proteins.
Description
Docking validation (co-crystallized ligand RMSD 0.62–2.13 Å, median 1.35 Å) and benchmarking with chloroquine and artemisinin confirmed protocol reliability.
Docking (GBVI/WSA dG ≤ −9 kcal/mol) produced 1130 hits, with class specific enrichment: flavonoids on PfAdSS, quinones on PfMyoA, terpenoids on PfDHODH. MM-GBSA rescoring of 191 priority complexes identified Stachannin A/PfDHODH (−106.50 kcal/mol) and 4-O-galloyl-gallotannin/PfDHFR-TS (−97.28 kcal/mol) as the strongest binders. Triplicate 200 ns MD simulations, extended to 1 µs for 4-O-galloyl-gallotannin/PfDHFR-TS and Jozimine A2/PfPNP, showed Jozimine A2 (IC₅₀ 1.4 nM) stably bound (Cα-RMSD 1.41 ± 0.16 Å; ligand RMSD ∼1.5 Å in two replicates, a stable alternative pose at ∼4.1 Å in the third, persistent for 1 µs) with key H-bonds to Cys208 and Tyr160.
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Stachannin A and 4-O-galloyl-gallotannin exhibited reproducible poses, while ceramide Liebrechtsianoside A retained occupancy but underwent tail-rotation reorganisation (ligand RMSD 13.5 ± 3.9 Å, ΔG_bind −49.5 ± 4.0 kcal/mol). PCA, free-energy landscapes and per-residue decomposition confirmed reproducibility. Four computational candidates emerge: Jozimine A2, Stachannin A, 4-O-galloyl-gallotannin and Albizia budmunchiamine alkaloids.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32982696.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Cheminformatics and quantitative structure-activity relationships 82%
Provenance · 2 source records, 29 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/32982696 | 12 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/32982696 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:340404 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (82%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |