Bioprospection of indigenous herbal formulations for diabetes care: in vitro, network pharmacology, and molecular dynamics studies

dc.contributor.authorOjo, Oluwafemi Adeleke
dc.contributor.authorOgunlakin, Akingbolabo Daniel
dc.contributor.authorAjayi-Odoko, Omolola Adenike
dc.contributor.authorGyebi, Gideon Ampoma
dc.contributor.authorAyokunle, Damilare IyinKristi
dc.contributor.authorOlanrewaju, Adesoji Alani
dc.contributor.authorAgbeye
dc.contributor.authorOluwatobi
dc.contributor.authorDeborah
dc.contributor.authorOgunwale, Emmanuel Tope
dc.contributor.authorAdeyemi, Oluyomi Stephen
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.converis.publication-id499395081
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/499395081
dc.date.accessioned2026-01-21T12:11:11Z
dc.date.available2026-01-21T12:11:11Z
dc.description.abstract<p><b>Background</b><br>Herbal formulations have garnered significant interest from researchers for their potential antidiabetic effects. However, scientific validation of their efficacy and understanding of their mechanisms of action have limited their use in modern medicine. Therefore, we investigated crude formulations consisting of Beta vulgaris leaves, Persea americana seeds, Beta vulgaris roots and Syzygium aromaticum for the management of type 2 diabetes mellitus (T2DM) by combining network pharmacology with experimental verification.</p><p><b>Methods</b><br>We screened 11 active ingredients and 3238 corresponding targets from biological databases. Additionally, the stability of the top-ranked poses and positive compounds linked to DPP-IV, α-amylase, and α-glucosidase were evaluated via molecular dynamics.</p><p><b>Results</b><br>Herbal formulations Formulations A and B exhibited notable inhibitory activity against the α-amylase enzyme, with IC50 values of 113.325. ± 6.627 and 170.704 ± 5.658 µg/mL, respectively, compared with that of acarbose (IC50 = 27.704 ± 0.270 µg/mL). Notably, Formulation B (IC50 = 15.035 ± 4.582 µg/mL) exhibited greater inhibitory activity than both Formulation A (IC50 = 271.835 ± 5.601 µg/mL) and the standard acarbose (IC50 = 17.389 ± 0.436 µg/mL). In addition, both Forms A (IC50 = 150.953 ± 23.127 µg/mL) and B (IC50 = 194.706 ± 37.776 µg/mL) showed notable inhibitory activity against DPP-IV compared with the standard evogliptin (IC50 = 86.534 ± 6.043 µg/mL). Furthermore, neither crude formulation exhibited cellular toxicity in human foreskin fibroblasts, with IC50 values for formulation A (1949 µg/mL) being lower than those for formulation B (7580 µg/mL). On the basis of our findings, the main active components, namely, quercetrin, rutin, and myricetin, exhibit strong binding affinities and stability for DPP-IV, α-amylase, and α-glucosidase. According to the results of the GO and KEGG analyses, the use of crude formulations to treat T2D may affect various pathways, including the EGFR and PI3K/Akt pathways.</p><p><b>Conclusion</b><br>These results provide a scientific and experimental foundation for the use of these particular plants for the treatment of T2D.</p>
dc.identifier.eissn2662-7671
dc.identifier.olddbid212203
dc.identifier.oldhandle10024/195221
dc.identifier.urihttps://www.utupub.fi/handle/11111/41615
dc.identifier.urlhttps://doi.org/10.1186/s12906-025-04980-1
dc.identifier.urnURN:NBN:fi-fe2025082785476
dc.language.isoen
dc.okm.affiliatedauthorOjo, Oluwafemi
dc.okm.discipline3111 Biomedicineen_GB
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3111 Biolääketieteetfi_FI
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherBioMed Central
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber225
dc.relation.doi10.1186/s12906-025-04980-1
dc.relation.ispartofjournalBMC complementary medicine and therapies
dc.relation.volume25
dc.source.identifierhttps://www.utupub.fi/handle/10024/195221
dc.titleBioprospection of indigenous herbal formulations for diabetes care: in vitro, network pharmacology, and molecular dynamics studies
dc.year.issued2025

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