{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T20:08:30Z","timestamp":1776283710846,"version":"3.50.1"},"reference-count":44,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T00:00:00Z","timestamp":1721779200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Pharmacol."],"abstract":"<jats:sec><jats:title>Background<\/jats:title><jats:p>Sulphur containing natural compounds are among the most biologically relevant metabolites <jats:italic>in vivo<\/jats:italic>. Naringenin 8-sulphonate from <jats:italic>Parinari excelsa<\/jats:italic> Sabine was evaluated in a previous work, demonstrating ability to act as a natural anti-inflammatory. Although the interference of this molecule against different inflammatory mediators was described, there is no information regarding its potential toxicity and pharmacokinetics, which are essential for its capacity to reach its therapeutic targets. In fact, despite the existence of reports on naringenin ADMET properties, the influence of sulphation patterns on them remains unknown.<\/jats:p><\/jats:sec><jats:sec><jats:title>Objectives<\/jats:title><jats:p>This work aims to assess the <jats:italic>in vitro<\/jats:italic> pharmacokinetic and toxicological behavior of naringenin 8-sulphonate, as well as to understand the importance of the presence and position of the sulphur containing group for that.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>Naringenin 8-sulphonate physicochemical and ADMET properties were investigated using <jats:italic>in silico<\/jats:italic> tools and cell-based <jats:italic>in vitro<\/jats:italic> models. At the same time, naringenin and naringenin 4\u2019-<jats:italic>O<\/jats:italic>-sulphate were investigated to evaluate the impact of the sulphonate group on the results. ADMETlab 2.0 <jats:italic>in silico<\/jats:italic> tool was used to predict the compounds\u2019 physicochemical descriptors. Pharmacokinetic properties were determined experimentally <jats:italic>in vitro<\/jats:italic>. While MRC-5 lung fibroblasts and HaCaT keratinocytes were used to evaluate the cytotoxicity of samples through MTT and LDH assays, Caco-2 human intestinal epithelial cells were used for the determination of genotoxicity, through alkaline comet assay, and as a permeability model to assess the ability of compounds to cross biological barriers.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Experimental determinations showed that none of the compounds was cytotoxic. In terms of genotoxicity, naringenin 8-sulphonate and naringenin caused significant DNA fragmentation, whereas naringenin 4\u2019-<jats:italic>O<\/jats:italic>-sulphate did not. When it comes to permeability, the two sulphur-containing compounds with a sulphur containing group were clearly less capable to cross the Caco-2 cell barrier than naringenin.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>In this study, we conclude that the sulphur containing group from naringenin 8-sulphonate is disadvantageous for the molecule in terms of ADMET properties, being particularly impactful in the permeability in intestinal barrier models. Thus, this work provides important insights regarding the role of flavonoids sulphation and sulphonation upon pharmacokinetics and toxicity.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fphar.2024.1398389","type":"journal-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T05:13:05Z","timestamp":1721797985000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["In silico and in vitro chemometrics, cell toxicity and permeability of naringenin 8-sulphonate and derivatives"],"prefix":"10.3389","volume":"15","author":[{"given":"Tiago","family":"Macedo","sequence":"first","affiliation":[]},{"given":"F\u00e1tima","family":"Paiva-Martins","sequence":"additional","affiliation":[]},{"given":"Patr\u00edcia","family":"Valent\u00e3o","sequence":"additional","affiliation":[]},{"given":"David M.","family":"Pereira","sequence":"additional","affiliation":[]}],"member":"1965","published-online":{"date-parts":[[2024,7,24]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"863","DOI":"10.1517\/17460441.2012.714363","article-title":"The influence of lipophilicity in drug discovery and design","volume":"7","author":"Arnott","year":"2012","journal-title":"Expert Opin. Drug Discov."},{"key":"B2","doi-asserted-by":"publisher","first-page":"619","DOI":"10.1093\/jpp\/rgab175","article-title":"A review on the ethnopharmacology, phytochemistry and pharmacology of Polygonum hydropiper Linn","volume":"74","author":"Bairagi","year":"2022","journal-title":"J. Pharm. Pharmacol."},{"key":"B3","doi-asserted-by":"publisher","first-page":"12282","DOI":"10.1038\/s41598-021-89314-0","article-title":"Interactions between polyphenolic antioxidants quercetin and naringenin dictate the distinctive redox-related chemical and biological behaviour of their mixtures","volume":"11","author":"Baranowska","year":"2021","journal-title":"Sci. Rep."},{"key":"B4","doi-asserted-by":"publisher","first-page":"102680","DOI":"10.1016\/j.redox.2023.102680","article-title":"AutoComet: a fully automated algorithm to quickly and accurately analyze comet assays","volume":"62","author":"Barbe","year":"2023","journal-title":"Redox Biol."},{"key":"B5","first-page":"117","article-title":"Determination of cytotoxic, genotoxic and oxidative effects of Naringenin","volume":"32","author":"\u00c7eker","year":"2019","journal-title":"Acta Biol. Turc."},{"key":"B6","doi-asserted-by":"publisher","first-page":"e4226","DOI":"10.21769\/BioProtoc.4226","article-title":"Measurement of DNA damage using the neutral comet assay in cultured cells","volume":"11","author":"Clementi","year":"2021","journal-title":"Bio Protoc."},{"key":"B7","doi-asserted-by":"publisher","first-page":"114961","DOI":"10.1016\/j.jep.2021.114961","article-title":"Bixa orellana L. (Achiote, Annatto) as an antimicrobial agent: a scoping review of its efficiency and technological prospecting","volume":"287","author":"Coelho Dos Santos","year":"2022","journal-title":"J. Ethnopharmacol."},{"key":"B8","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1093\/toxres\/tfaa093","article-title":"Comet assay: a versatile but complex tool in genotoxicity testing","volume":"10","author":"Cordelli","year":"2021","journal-title":"Toxicol. Res. (Camb)"},{"key":"B9","doi-asserted-by":"publisher","first-page":"776","DOI":"10.3390\/molecules28020776","article-title":"Evaluation of free online ADMET tools for academic or small biotech environments","volume":"28","author":"Dulsat","year":"2023","journal-title":"Molecules"},{"key":"B10","doi-asserted-by":"publisher","first-page":"1301","DOI":"10.3390\/nu9121301","article-title":"Study of structure and permeability relationship of flavonoids in caco-2 cells","volume":"9","author":"Fang","year":"2017","journal-title":"Nutrients"},{"key":"B11","first-page":"145","article-title":"The comet assay: a straight way to estimate geno-toxicity","volume":"3","author":"Fatima","year":"2023","journal-title":"21st century Pathol."},{"key":"B12","doi-asserted-by":"publisher","first-page":"1181","DOI":"10.1590\/s0102-695x2012005000080","article-title":"Chrysobalanaceae: traditional uses, phytochemistry and pharmacology","volume":"22","author":"Feitosa","year":"2012","journal-title":"Rev. Bras. Farmacogn."},{"key":"B13","doi-asserted-by":"publisher","first-page":"8294158","DOI":"10.1155\/2020\/8294158","article-title":"Chemistry and biochemistry of sulfur natural compounds: key intermediates of metabolism and redox biology","volume":"2020","author":"Francioso","year":"2020","journal-title":"Oxidative Med. Cell. Longev."},{"key":"B14","doi-asserted-by":"publisher","first-page":"1103","DOI":"10.1080\/17425255.2021.1951223","article-title":"Crosstalk of physiological pH and chemical pKa under the umbrella of physiologically based pharmacokinetic modeling of drug absorption, distribution, metabolism, excretion, and toxicity","volume":"17","author":"Gaohua","year":"2021","journal-title":"Expert Opin. Drug Metab. Toxicol."},{"key":"B15","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1038\/s41586-020-2649-2","article-title":"Array programming with NumPy","volume":"585","author":"Harris","year":"2020","journal-title":"Nature"},{"key":"B16","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1007\/s13204-014-0373-7","article-title":"Assessment by Ames test and comet assay of toxicity potential of polymer used to develop field-capable rapid-detection device to analyze environmental samples","volume":"5","author":"Hebert","year":"2015","journal-title":"Appl. Nanosci."},{"key":"B17","doi-asserted-by":"publisher","first-page":"47001","DOI":"10.1021\/acsomega.3c06614","article-title":"In vitro antioxidant and in vivo hepatoprotective properties of Wissadula periplocifolia extract","volume":"8","author":"Hossain","year":"2023","journal-title":"ACS Omega"},{"key":"B18","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1109\/MCSE.2007.55","article-title":"Matplotlib: a 2D graphics environment","volume":"9","author":"Hunter","year":"2007","journal-title":"Comput. Sci. Eng."},{"key":"B19","first-page":"3","article-title":"Traditional botanical uses of non-timber forest products (NTFP)","volume-title":"Seven counties in Liberia","author":"Hwang","year":"2020"},{"key":"B20","volume-title":"Biological evaluation of medical devices. Part 5: tests for","year":"2009"},{"key":"B21","doi-asserted-by":"publisher","first-page":"802539","DOI":"10.3389\/fphar.2021.802539","article-title":"The role of uptake and Efflux transporters in the disposition of glucuronide and sulfate conjugates","volume":"12","author":"Jarvinen","year":"2021","journal-title":"Front. Pharmacol."},{"key":"B22","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/s0378-8741(99)00161-0","article-title":"Cytotoxicity of some medicinal plant extracts used in Tanzanian traditional medicine","volume":"70","author":"Kamuhabwa","year":"2000","journal-title":"J. Ethnopharmacol."},{"key":"B23","doi-asserted-by":"publisher","first-page":"223","DOI":"10.4274\/tjps.galenos.2020.67366","article-title":"In vitro caco-2 cell permeability studies of ziprasidone hydrochloride monohydrate nanocrystals","volume":"18","author":"Karakucuk","year":"2021","journal-title":"Turk J. Pharm. Sci."},{"key":"B24","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1111\/j.2042-7158.2011.01374.x","article-title":"Transport mechanisms of flavanone aglycones across Caco-2 cell monolayers and artificial PAMPA membranes","volume":"64","author":"Kobayashi","year":"2012","journal-title":"J. Pharm. Pharmacol."},{"key":"B25","doi-asserted-by":"publisher","first-page":"872","DOI":"10.1016\/j.apjtb.2016.08.004","article-title":"Cytotoxic, genotoxic and apoptotic effects of naringenin-oxime relative to naringenin on normal and cancer cell lines","volume":"6","author":"Kocyigit","year":"2016","journal-title":"Asian Pac J. Trop. Biomed."},{"key":"B26","unstructured":"RDKit: open-source cheminformatics 2010\n            LandrumG.\n          2010"},{"key":"B27","doi-asserted-by":"publisher","first-page":"266","DOI":"10.3389\/fgene.2015.00266","article-title":"The comet assay: past, present, and future","volume":"6","author":"Langie","year":"2015","journal-title":"Front. Genet."},{"key":"B28","doi-asserted-by":"publisher","first-page":"1113","DOI":"10.1016\/j.apsb.2019.10.001","article-title":"Current trends in drug metabolism and pharmacokinetics","volume":"9","author":"Li","year":"2019","journal-title":"Acta Pharm. Sin. B"},{"key":"B29","doi-asserted-by":"publisher","first-page":"106614","DOI":"10.1016\/j.bioorg.2023.106614","article-title":"Anti-inflammatory effects of naringenin 8-sulphonate from Parinari excelsa Sabine stem bark and its semi-synthetic derivatives","volume":"138","author":"Macedo","year":"2023","journal-title":"Bioorg Chem."},{"key":"B30","doi-asserted-by":"publisher","DOI":"10.1515\/psr-2018-0116","article-title":"Toxicity of secondary metabolites","volume":"4","author":"Madariaga-Maz\u00f3n","year":"2019","journal-title":"Phys. Sci. Rev."},{"key":"B31","first-page":"56","article-title":"Data structures for statistical computing in Python","volume-title":"Proceedings of the 9th Python in science Conference2010","author":"McKinney","year":"2010"},{"key":"B32","doi-asserted-by":"publisher","first-page":"1473","DOI":"10.1211\/jpp\/61.11.0006","article-title":"Quercetin and naringenin transport across human intestinal Caco-2 cells","volume":"61","author":"Nait","year":"2009","journal-title":"J. Pharm. Pharmacol."},{"key":"B33","doi-asserted-by":"publisher","first-page":"3155","DOI":"10.1080\/10408398.2019.1679085","article-title":"The pharmacokinetics of flavanones","volume":"60","author":"Najmanova","year":"2020","journal-title":"Crit. Rev. Food Sci. Nutr."},{"key":"B34","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1016\/j.fitote.2008.01.004","article-title":"Antidiabetic properties of aqueous barks extract of Parinari excelsa in alloxan-induced diabetic rats","volume":"79","author":"Ndiaye","year":"2008","journal-title":"Fitoterapia"},{"key":"B35","first-page":"2825","article-title":"Scikit-learn: machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn Res."},{"key":"B36","doi-asserted-by":"publisher","first-page":"S4","DOI":"10.1186\/1475-2875-10-S1-S4","article-title":"Whole plant extracts versus single compounds for the treatment of malaria: synergy and positive interactions","volume":"10","author":"Rasoanaivo","year":"2011","journal-title":"Malar. J."},{"key":"B37","doi-asserted-by":"publisher","first-page":"114970","DOI":"10.1016\/j.taap.2020.114970","article-title":"Enantioselectivity on the absorption of methylone and pentedrone using Caco-2 cell line: development and validation of an UHPLC method for cathinones quantification","volume":"395","author":"Silva","year":"2020","journal-title":"Toxicol. Appl. Pharmacol."},{"key":"B38","doi-asserted-by":"publisher","first-page":"653","DOI":"10.3390\/ijms18030653","article-title":"In vitro anti-inflammatory and cytotoxic effects of aqueous extracts from the edible sea anemones Anemonia sulcata and Actinia equina","volume":"18","author":"Silva","year":"2017","journal-title":"Int. J. Mol. Sci."},{"key":"B39","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1007\/s12291-015-0521-1","article-title":"Assessment of oxidative DNA damage by alkaline comet assay in human essential hypertension","volume":"31","author":"Subash","year":"2016","journal-title":"Indian J. Clin. Biochem."},{"key":"B40","doi-asserted-by":"publisher","first-page":"480","DOI":"10.3390\/molecules23020480","article-title":"Sulphated flavonoids: biosynthesis, structures, and biological activities","volume":"23","author":"Teles","year":"2018","journal-title":"Molecules"},{"key":"B41","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.ijpharm.2008.09.023","article-title":"Studies of intestinal permeability of 36 flavonoids using Caco-2 cell monolayer model","volume":"367","author":"Tian","year":"2009","journal-title":"Int. J. Pharm."},{"key":"B42","doi-asserted-by":"publisher","first-page":"3021","DOI":"10.21105\/joss.03021","article-title":"seaborn: statistical data visualization","volume":"6","author":"Waskom","year":"2021","journal-title":"J. Open Source Softw."},{"key":"B43","doi-asserted-by":"publisher","first-page":"W5","DOI":"10.1093\/nar\/gkab255","article-title":"ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties","volume":"49","author":"Xiong","year":"2021","journal-title":"Nucleic Acids Res."},{"key":"B44","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1007\/978-981-10-5187-6_8","article-title":"ADMET properties: overview and current topics","volume-title":"Drug design: principles and Applications2017","author":"Zhong","year":"2017"}],"container-title":["Frontiers in Pharmacology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fphar.2024.1398389\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T05:13:14Z","timestamp":1721797994000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fphar.2024.1398389\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,24]]},"references-count":44,"alternative-id":["10.3389\/fphar.2024.1398389"],"URL":"https:\/\/doi.org\/10.3389\/fphar.2024.1398389","relation":{},"ISSN":["1663-9812"],"issn-type":[{"value":"1663-9812","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,24]]},"article-number":"1398389"}}