The Electrochemical and Statistical Evaluation of Isolation of Mellitin and Apamin from Honey Bee (Apis Mellifera) Venom

dc.contributor.authorNguyen, Hoai Vietcs
dc.contributor.authorHeger, Zbyněkcs
dc.contributor.authorKomínková, Markétacs
dc.contributor.authorMichálek, Petrcs
dc.contributor.authorGumulec, Jaromírcs
dc.contributor.authorGuráň, Romancs
dc.contributor.authorPřidal, Antoníncs
dc.contributor.authorFernandez, Carloscs
dc.contributor.authorHynek, Davidcs
dc.contributor.authorAdam, Vojtěchcs
dc.contributor.authorKizek, Renécs
dc.coverage.issue2cs
dc.coverage.volume10cs
dc.date.issued2015-02-01cs
dc.description.abstractWe present in this manuscript for the first time the electrochemical and statistical evaluation of FPLC isolation of mellitin and apamin from honey bee (Apis mellifera) venom. Venoms are extremely complex blends of diverse substances that target a myriad of receptors or ion channels. Therefore, toxins, isolated from venomous organisms can be a valuable tool with diverse biological applications. In this study we decided to optimize the purification of honey bee venom by using fast protein liquid chromatography, to obtain biologically active peptide - melittin (2846.46 Da). Due to a presence of other compounds with similar molecular weight (apamin 2027.34 Da), we optimized a differential pulse voltammetry method with adsorptive transfer technique (AdT DPV), utilizing Brdicka supporting electrolyte for measurements. Typical voltammograms - fingerprints for each substance were obtained and numerical projections of voltammograms were employed to propose an artificial neural network. Our suggested neural network can simply predict the content of each peptide in fraction with following performance: 100 % for training and 100 % for testing.en
dc.description.abstractWe present in this manuscript for the first time the electrochemical and statistical evaluation of FPLC isolation of mellitin and apamin from honey bee (Apis mellifera) venom. Venoms are extremely complex blends of diverse substances that target a myriad of receptors or ion channels. Therefore, toxins, isolated from venomous organisms can be a valuable tool with diverse biological applications. In this study we decided to optimize the purification of honey bee venom by using fast protein liquid chromatography, to obtain biologically active peptide - melittin (2846.46 Da). Due to a presence of other compounds with similar molecular weight (apamin 2027.34 Da), we optimized a differential pulse voltammetry method with adsorptive transfer technique (AdT DPV), utilizing Brdicka supporting electrolyte for measurements. Typical voltammograms - fingerprints for each substance were obtained and numerical projections of voltammograms were employed to propose an artificial neural network. Our suggested neural network can simply predict the content of each peptide in fraction with following performance: 100 % for training and 100 % for testing.en
dc.formattextcs
dc.format.extent1249-1260cs
dc.format.mimetypeapplication/pdfcs
dc.identifier.citationInternational Journal of Electrochemical Science. 2015, vol. 10, issue 2, p. 1249-1260.en
dc.identifier.issn1452-3981cs
dc.identifier.orcid0000-0002-3915-7270cs
dc.identifier.orcid0000-0002-0121-0128cs
dc.identifier.orcid0000-0002-9658-3444cs
dc.identifier.orcid0000-0002-2912-714Xcs
dc.identifier.orcid0000-0002-7318-6470cs
dc.identifier.orcid0000-0002-8527-286Xcs
dc.identifier.other114202cs
dc.identifier.researcheridD-1973-2013cs
dc.identifier.researcheridB-9180-2014cs
dc.identifier.researcheridD-7638-2012cs
dc.identifier.researcheridC-2610-2016cs
dc.identifier.researcheridE-5702-2012cs
dc.identifier.researcheridD-7686-2012cs
dc.identifier.scopus55769747816cs
dc.identifier.urihttp://hdl.handle.net/11012/201450
dc.language.isoencs
dc.publisherESGcs
dc.relation.ispartofInternational Journal of Electrochemical Sciencecs
dc.relation.urihttp://www.electrochemsci.org/papers/vol10/100201249.pdfcs
dc.rightsCreative Commons Attribution 4.0 Internationalcs
dc.rights.accessopenAccesscs
dc.rights.sherpahttp://www.sherpa.ac.uk/romeo/issn/1452-3981/cs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectAntimicrobial peptidesen
dc.subjectApis melliferaen
dc.subjectBrdicka reactionen
dc.subjectMALDI-TOFen
dc.subjectDifferential pulse voltammetryen
dc.subjectAntimicrobial peptides
dc.subjectApis mellifera
dc.subjectBrdicka reaction
dc.subjectMALDI-TOF
dc.subjectDifferential pulse voltammetry
dc.titleThe Electrochemical and Statistical Evaluation of Isolation of Mellitin and Apamin from Honey Bee (Apis Mellifera) Venomen
dc.title.alternativeThe Electrochemical and Statistical Evaluation of Isolation of Mellitin and Apamin from Honey Bee (Apis Mellifera) Venomen
dc.type.driverarticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen
sync.item.dbidVAV-114202en
sync.item.dbtypeVAVen
sync.item.insts2025.10.14 15:16:49en
sync.item.modts2025.10.14 10:12:19en
thesis.grantorVysoké učení technické v Brně. Středoevropský technologický institut VUT. Chytré nanonástrojecs

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