Identification of anti-HIV biomarkers of Helichrysum species by NMR-based metabolomic analysis

dc.contributor.authorYazdi, Simin Emamzadeh
dc.contributor.authorHeyman, Heino Martin
dc.contributor.authorPrinsloo, Gerhard
dc.contributor.authorKlimkait, Thomas
dc.contributor.authorMeyer, Jacobus Johannes Marion
dc.date.accessioned2022-10-28T08:28:35Z
dc.date.available2022-10-28T08:28:35Z
dc.date.issued2022-07-22
dc.description.abstractSeveral species of the Helichrysum genus have been used ethnobotanically to treat conditions that we today know have been caused by viral infections. Since HIV is a modern disease with no ethnobotanical history, we commenced with a study on the anti-HIV activity of several Helichrysum species. Drug discovery of small molecules from natural resources that is based on the integration of chemical and biological activity by means of metabolomical analyses, enables faster and a more cost-effective path to identify active compounds without the need for a long process of bioassay-guided fractionation. This study used metabolomics to identify anti-HIV compounds as biomarkers from 57 Helichrysum species in a combined study of the chemical and biological data of two previous studies. In the OPLS-DA and hierarchical cluster analyses, anti-HIV activity data was included as a secondary observation, which assisted in the correlation of the phytochemical composition and biological activity of the samples. Clear grouping revealed similarity in chemical composition and bioactivity of the samples. Based on the biological activity of polar extracts, there was a distinct phytochemical difference between active and non-active groups of extracts. This NMR-based metabolomic investigation showed that the chlorogenic acids, compounds with cinnamoyl functional groups, and quinic acid were the most prominent compounds in the Helichrysum species with anti-HIV activity. This study further revealed that the chlorogenic acid type compounds and quinic acid are biomarkers for anti-HIV activity.en_US
dc.description.departmentPlant Production and Soil Scienceen_US
dc.description.librariandm2022en_US
dc.description.sponsorshipThe National Research Foundation of South Africa.en_US
dc.description.urihttps://www.frontiersin.org/journals/pharmacologyen_US
dc.identifier.citationEmamzadeh Yazdi, S., Heyman, H.M., Prinsloo, G., Klimkait, T. & Meyer, J.J.M. (2022) Identification of Anti-HIV Biomarkers of Helichrysum Species by NMR-Based Metabolomic Analysis. Frontiers in Pharmacology 13:904231. doi: 10.3389/fphar.2022.904231.en_US
dc.identifier.issn1663-9812 (online)
dc.identifier.other10.3389/fphar.2022.904231
dc.identifier.urihttps://repository.up.ac.za/handle/2263/88021
dc.language.isoenen_US
dc.publisherFrontiers Media S.A.en_US
dc.rights© 2022 Emamzadeh Yazdi, Heyman, Prinsloo, Klimkait and Meyer. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY).en_US
dc.subjectBiomarkeren_US
dc.subjectChlorogenic acidsen_US
dc.subjectHelichrysumen_US
dc.subjectHuman immunodeficiency virus (HIV)en_US
dc.subjectMetabolomicsen_US
dc.subjectQuinic aciden_US
dc.titleIdentification of anti-HIV biomarkers of Helichrysum species by NMR-based metabolomic analysisen_US
dc.typeArticleen_US

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