Identifying Key Metabolites in South African Medicinal Plants Using Dual Electrospray Ionization Metabolomics
Despite growing interest in South African medicinal plants, advanced metabolomic workflows that integrate positive (ESI+) and negative (ESI-) ionization modes in UPLC-MS/MS remain sparsely applied to South African flora, and especially to <i>Acorus calamus</i> and <i>Lippia javanica</i> species. Herein, application of a dual-polarity (positive (ESI+) and negative (ESI-) ionization modes) using an untargeted UPLC-MS/MS workflow, integrated with HEK293T cytotoxicity screening, to map their metabolomes, and rank potential signature metabolites for targeted antiviral follow-up. SwissADME supported in silico drug-likeness. Neither plant extract was cytotoxic across the concentration range, with absorbance-based cell viability of 73.82% for <i>L. javanica</i> and 77.23% for <i>A. calamus</i> at 250 µg/mL, and fluorescence-based cell viability ≥59.87% and ≥55.89%, respectively. Dual-polarity expanded coverage with ESI- yielded 312 features, compared with 225 with ESI+, consistent with the predominance of acidic phenolics in plant species. Unsupervised and supervised models segregated the plant species (PCA PC1/PC2 variance: ESI+ 89.4%/3.0%; ESI- 93.5%/1.8%; R<sup>2</sup>X(cum) = 0.799). Differential analysis identified 118 significant features in ESI+ with 80 up-regulated, 38 down-regulated, and 139 in ESI- with 96 up-regulated, 43 down-regulated. The ESI- showed the wider dynamic range. Chemotypes enriched among significant metabolites include flavonols of 3-O-methylkaempferol, apigenin, and conjugates of Pollenin A, iridoid glycosides of oleoside, forsythoside B, and jasmonate-pathway oxylipins of 7-epi-12-hydroxyjasmonic acid and its glucoside. These also include caryoptosidic acid and catechin-7-glucoside, which are ionized in both modes, pinning the increase in biomarker robustness. In conclusion, a dual-mode UPLC-MS/MS approach, integrated with cytotoxicity exploration, delivers a complementary metabolome coverage and a safety awareness for shortlisting of potential signature metabolites from <i>L. javanica</i> and <i>A. calamus</i>. Moreover, in vitro inhibition of SARS-CoV-2 papain-like protease (PL<sup>pro</sup>) by these plants links chemical signatures to antiviral relevance. Shortlisted significant metabolites that demonstrated favorable drug-likeness include flavonol scaffolds of 3-O-methylkaempferol, Pollenin A, and jasmonate-pathway derivatives of 7-epi-12-hydroxyjasmonic acid. Moreover, the dual ionization mode may eliminate ionization bias, broaden metabolome coverage, and yield a mechanism-ready shortlist of metabolites from South African medicinal plants for downstream antiviral investigation.
Authors
- Nqobile Monate Mkolo (ORCID: https://orcid.org/0000-0003-3631-4522)
- Clarissa Marcelle Naidoo (ORCID: https://orcid.org/0000-0001-9164-8213)
- Oyinlola Oluwunmi Olaokun (ORCID: https://orcid.org/0000-0002-8004-3187)
- Chikwelu Lawrence
- Muhammad Sulaiman Zubair
- Benson Chuks Iweriedor
- Mmamudi Anna Makhafola
- Earl Prinsloo
Institutions
- Tadulako University (ID)
- Rhodes University (ZA)
- Sefako Makgatho Health Sciences University (ZA)
Publication Details
- Journal
- Plants
- Published
- 2026-01-12
- DOI
- https://doi.org/10.3390/plants15020232
- Citations
- 1
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 22.24
Funders
- South African Medical Research Council
- Medical Research Council
- Division of Research Capacity Development