Result: Chemical Profiling and Geographic Differentiation of Ugandan Propolis by GC-MS Through Chemometric Modelling.

Title:
Chemical Profiling and Geographic Differentiation of Ugandan Propolis by GC-MS Through Chemometric Modelling.
Authors:
Kahwa I; Institute for Drug Discovery, Department of Pharmaceutical Biology, Faculty of Medicine, Leipzig University, 04317 Leipzig, Germany.; Department of Pharmacy, Faculty of Medicine, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda.; Pharm-Biotechnology and Traditional Medicine Centre, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda.; Institute of Analytical Chemistry, Faculty of Chemistry, Leipzig University, 04103 Leipzig, Germany., Kaysser L; Institute for Drug Discovery, Department of Pharmaceutical Biology, Faculty of Medicine, Leipzig University, 04317 Leipzig, Germany., Wangalwa R; Pharm-Biotechnology and Traditional Medicine Centre, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda.; Department of Biology, Faculty of Science, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda., Billig S; Institute of Analytical Chemistry, Faculty of Chemistry, Leipzig University, 04103 Leipzig, Germany., Tusiimire J; Department of Pharmacy, Faculty of Medicine, Mbarara University of Science and Technology, Mbarara P.O. Box 1410, Uganda., Wiesner C; Institute of Analytical Chemistry, Faculty of Chemistry, Leipzig University, 04103 Leipzig, Germany.; German Center for Integrative Biodiversity Research (iDiv) Halle-Leipzig-Jena, 04103 Leipzig, Germany.
Source:
Molecules (Basel, Switzerland) [Molecules] 2025 Nov 16; Vol. 30 (22). Date of Electronic Publication: 2025 Nov 16.
Publication Type:
Journal Article
Language:
English
Journal Info:
Publisher: MDPI Country of Publication: Switzerland NLM ID: 100964009 Publication Model: Electronic Cited Medium: Internet ISSN: 1420-3049 (Electronic) Linking ISSN: 14203049 NLM ISO Abbreviation: Molecules Subsets: MEDLINE
Imprint Name(s):
Original Publication: Basel, Switzerland : MDPI, c1995-
References:
J Agric Food Chem. 2010 Apr 28;58(8):4725-30. (PMID: 20230059)
Molecules. 2022 Feb 28;27(5):. (PMID: 35268700)
J Agric Food Chem. 2007 Sep 5;55(18):7502-9. (PMID: 17691806)
J Sci Food Agric. 2020 Mar 15;100(4):1369-1382. (PMID: 31487405)
Plants (Basel). 2022 Apr 29;11(9):. (PMID: 35567206)
Front Pharmacol. 2024 Jun 10;15:1407104. (PMID: 38919256)
Expert Opin Drug Deliv. 2025 Nov;22(11):1689-1708. (PMID: 40875977)
Evid Based Complement Alternat Med. 2008 Dec;5(4):475-9. (PMID: 18955222)
ADMET DMPK. 2024 Jan 26;12(1):1-26. (PMID: 38560717)
Metabolomics. 2012 Jun;8(Suppl 1):3-16. (PMID: 22593721)
Chem Biodivers. 2024 Apr;21(4):e202301758. (PMID: 38241641)
Food Sci Biotechnol. 2025 Mar 19;34(14):3153-3173. (PMID: 40918491)
Afr Health Sci. 2007 Mar;7(1):25-32. (PMID: 17604522)
Chem Biodivers. 2023 Feb;20(2):e202200922. (PMID: 36575948)
Biosci Biotechnol Biochem. 2004 Jan;68(1):260-2. (PMID: 14745198)
Sci Rep. 2017 Apr 19;7(1):923. (PMID: 28424496)
Rapid Commun Mass Spectrom. 2025 Apr 30;39(12):e10025. (PMID: 40116609)
Plant J. 2021 Sep;107(5):1299-1319. (PMID: 34171156)
Nat Prod Res. 2024 Dec 27;:1-14. (PMID: 39726405)
Chin Herb Med. 2023 Mar 21;15(3):439-446. (PMID: 37538864)
Antioxidants (Basel). 2022 Oct 21;11(10):. (PMID: 36290798)
Evid Based Complement Alternat Med. 2013;2013:964149. (PMID: 23710243)
Naturwissenschaften. 2008 Aug;95(8):781-6. (PMID: 18427763)
Iran Endod J. 2018 Summer;13(3):285-292. (PMID: 30083195)
Life (Basel). 2025 May 09;15(5):. (PMID: 40430191)
Apidologie. 2021;52(6):1075-1097. (PMID: 34611369)
J Ethnopharmacol. 2014 Aug 8;155(1):300-11. (PMID: 24882729)
Molecules. 2022 Nov 14;27(22):. (PMID: 36431935)
J Chromatogr A. 2004 Mar 5;1028(2):297-306. (PMID: 14989483)
Phytochemistry. 2010 Sep;71(13):1466-73. (PMID: 20594566)
Curr Res Food Sci. 2024 Aug 11;9:100819. (PMID: 39234276)
Talanta. 2014 Mar;120:181-90. (PMID: 24468358)
Phytochem Rev. 2022;21(6):1887-1911. (PMID: 35645656)
Foods. 2020 Apr 14;9(4):. (PMID: 32295098)
Photodiagnosis Photodyn Ther. 2023 Mar;41:103208. (PMID: 36417972)
Evid Based Complement Alternat Med. 2015;2015:307594. (PMID: 25802536)
Antioxidants (Basel). 2025 Jan 12;14(1):. (PMID: 39857415)
Evid Based Complement Alternat Med. 2016;2016:6057650. (PMID: 27525023)
BMC Bioinformatics. 2009 Jan 08;10:11. (PMID: 19133141)
Chem Biodivers. 2024 Aug;21(8):e202400610. (PMID: 38781510)
Antioxidants (Basel). 2020 Jan 13;9(1):. (PMID: 31940981)
J Chromatogr A. 2025 Aug 30;1757:466138. (PMID: 40527046)
J Chem Ecol. 2016 Jun;42(6):475-85. (PMID: 27294416)
Molecules. 2014 Nov 26;19(12):19610-32. (PMID: 25432012)
Molecules. 2025 Oct 08;30(19):. (PMID: 41097435)
Chem Cent J. 2014 May 02;8:28. (PMID: 24812573)
Sci Rep. 2021 Oct 11;11(1):20113. (PMID: 34635677)
Int J Mol Sci. 2025 Feb 11;26(4):. (PMID: 40003984)
Molecules. 2020 Oct 14;25(20):. (PMID: 33066379)
Grant Information:
100195810 European Regional Development Fund (ERDF, Europäischer Fond für Regionale Entwicklung EFRE, "Europe funds Saxony"
Contributed Indexing:
Keywords: GC-MS analysis; Ugandan propolis; agroecological variation; chemometric profiling; terpenoid biomarkers
Substance Nomenclature:
9009-62-5 (Propolis)
0 (Volatile Organic Compounds)
Entry Date(s):
Date Created: 20251127 Date Completed: 20251127 Latest Revision: 20251130
Update Code:
20251130
PubMed Central ID:
PMC12655498
DOI:
10.3390/molecules30224435
PMID:
41302492
Database:
MEDLINE

Further Information

Propolis is a resinous substance collected by honeybees, and its long-known bioactivity urged research on its exact composition on active ingredients. It was suggested that chemical composition reflects the botanical sources and environmental conditions of its origin; however, information on differences related to geographical origin is still incomplete. Therefore, this study aimed to characterise the volatile and semi-volatile chemical constituents of Ugandan propolis from nine agro-ecological zones using headspace gas chromatography-mass spectrometry (HS-GC-MS) and derivatisation-based GC-MS, coupled with multivariate statistical analysis. In total, 213 volatile and 169 non-volatile compounds were tentatively identified, including monoterpenes (α-pinene), sesquiterpenes (α-copaene), triterpenoids (β-amyrin acetate), diterpene resin acids (abietic acid), phenolic acids (caffeic acid), alkylresorcinols (bilobol) and many others. Multivariate chemometric modelling using partial least-squares discriminant analysis (PLS-DA), orthogonal PLS-DA (oPLS-DA) showed strong geographic discrimination of samples (Q <sup>2</sup> > 0.90) for several district comparisons. Heatmap clustering and variable importance in projection (VIP) analysis identified chemical markers. Notably, oPLS-DA revealed excellent discrimination between Nakasongola and Bushenyi, and between Adjumani and Bushenyi, in both volatile and non-volatile datasets. The findings provide the first comprehensive chemical profiling of Ugandan propolis, demonstrating the utility of combined GC-MS approaches and multivariate analysis for regional differentiation. This work lays the groundwork for standardising propolis preparations and establishing appropriate quality control in pharmacological applications.