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.

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Plants
Published
2026-01-12
DOI
https://doi.org/10.3390/plants15020232
Citations
1
Primary Topic
Metabolomics and Mass Spectrometry Studies
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article
Field-Weighted Citation Impact
22.24

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article

Identifying Key Metabolites in South African Medicinal Plants Using Dual Electrospray Ionization Metabolomics

Nqobile Monate Mkolo, Clarissa Marcelle Naidoo, Oyinlola Oluwunmi Olaokun, Chikwelu Lawrence et al.
1 citations
Plants
Metabolomics and Mass Spectrometry Studies
22.24
article

Identifying Key Metabolites in South African Medicinal Plants Using Dual Electrospray Ionization Metabolomics

Nqobile Monate Mkolo, Clarissa Marcelle Naidoo, Oyinlola Oluwunmi Olaokun, Chikwelu Lawrence, Muhammad Sulaiman Zubair, Benson Chuks Iweriedor, Mmamudi Anna Makhafola, Earl Prinsloo
article en
1 citations

Abstract

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.

PlantsVol. 15(2)
Tadulako University (ID), Rhodes University (ZA), Sefako Makgatho Health Sciences University (ZA)
South African Medical Research Council, Medical Research Council, Division of Research Capacity Development
Openalex Percentile: Top 3%
Metabolomics and Mass Spectrometry Studies
22.24
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