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Defining of lipophilicity, pharmacokinetic parameters and anticancer potential of newly synthesized series of styryl lactones

dc.contributor.advisorJevrić, Lidija
dc.contributor.otherŠkrbić, Biljana
dc.contributor.otherJevrić, Lidija
dc.contributor.otherPopsavin, Velimir
dc.creatorLončar, Davor
dc.date.accessioned2018-12-19T17:10:46Z
dc.date.available2018-12-19T17:10:46Z
dc.date.available2020-07-03T13:53:02Z
dc.date.issued2018-10-15
dc.identifier.urihttps://www.cris.uns.ac.rs/DownloadFileServlet/Disertacija153207335989899.pdf?controlNumber=(BISIS)107622&fileName=153207335989899.pdf&id=11742&source=NaRDuS&language=srsr
dc.identifier.urihttps://nardus.mpn.gov.rs/handle/123456789/10385
dc.identifier.urihttps://www.cris.uns.ac.rs/record.jsf?recordId=107622&source=NaRDuS&language=srsr
dc.identifier.urihttps://www.cris.uns.ac.rs/DownloadFileServlet/IzvestajKomisije15320733720029.pdf?controlNumber=(BISIS)107622&fileName=15320733720029.pdf&id=11743&source=NaRDuS&language=srsr
dc.description.abstractReverzno-faznom tečnom hromatografijom pod visokim pritiskom primenom dva sistema rastvarača ispitano je ponašanje i hromatografska lipofilnost prirodnih stiril laktona 7-(+)- goniofufurona, 7-epi-(+)-goniofufurona, krasalaktona B i C i dvadeset njihovih novosintetizovanih derivata i analoga. U ranijim ispitivanjima pokazalo se da ova jedinjenja imaju veliki biološki potencijal jer pokazuju zapaženu citotoksičnost prema više humanih tumorskih ćelijskih linija. Hromatografsko ponašanje jedinjenja uglavnom je u skladu sa njihovom strukturom. Ustanovljene su linearne veze između hromatografskih retencionih konstanti i većine in silico parametara lipofilnosti. Primenom hemometrijske QSRR analize utvrđeni su veoma dobri multi linearni regresioni prediktivni modeli kvantitativne zavisnosti između eksperimentalno dobijene hromatografske retencione konstante, koja definiše retenciju jedinjenja u čistoj vodi i in silico molekulskih deskriptora odnosno strukture jedinjenja. Lipofilnost jedinjenja ima najveći uticaj na njihove farmakokinetičke, tj. ADME (apsorpcija, distribucija, metabolizam, eliminacija) osobine. Definisani su i statistički potvrđeni najbolji multi linearni regresioni modeli zavisnosti farmakokinetičkih parametara stiril laktona i od drugih molekulskih deskriptora. In vitro citotoksična aktivnost jedinjenja evaluirana je prema četiri nove humane maligne ćelijske linije: kancer prostate (PC3), kancer debelog creva (HT-29), melanom (Hs294T), adenokancer pluća (A549). Najaktivnije novosintetizovano jedinjenje je triciklični 4-fluorocinamatni analog, koji ispoljava nanomolarnu aktivnost (IC50 2,1 nM) prema ćelijama melanoma i aktivniji je preko 2250 puta od komercijalnog antitumorskog agensa doksorubicina (DOX). SAR analizom utvrđena je zavisnost između strukture i biološke aktivnosti jedinjenja. Molekulskim dokingom ispitana je veza stiril laktona i ciljanog proteina značajnog za kancer prostate. Jedinjenja sa visokom inhibitornom aktivnošću prema ćelijama kancera prostate imaju visok doking skor i mogu graditi koordinativno-kovalentnu vezu sa Fe2+jonom prisutnim u aktivnom centru enzima. 3D-QSAR analizom, koja je izvedena metodama komparativnih polja CoMFA i CoMSIA, formiran je značajan prediktivni model između hemijske strukture i biološke aktivnosti stiril laktona.sr
dc.description.abstractThe behavior and the chromatographic lipophilicity natural styryl lactone 7-(+)- goniofufurone, 7-epi-(+)-goniofufurone, crassalactones B and C and twenty of their newly synthesized derivatives and analogs were examined using reverse-phase high performance liquid chromatography in the two solvent systems. In previous studies it has been shown that these compounds have great biological potential toward several human tumor cell lines. Chromatographic behavior of the compounds is generally in accordance with their structure. The relationships between the chromatographic retention constants and the majority of their in silico lipophilicity parameters are linear. The application of chemometric QSRR analysis determined very good multiple linear regression predictive models of quantitative correlation between experimentally obtained chromatographic retention constant, which determines the retention of the compound in pure water and in silico molecular descriptors, i.e. the structure of the compound. The lipophilicity of the compounds has a major influence on their pharmacokinetics, i.e. ADME (absorption, distribution, metabolism, elimination) properties. The best multi-linear regression models depending on the pharmacokinetic parameters of styryl lactone and other molecular descriptors have been defined and statistically validated. In vitro cytotoxic activity of the compounds was evaluated according to four novel human malignant cell lines: prostate cancer (PC3), colon cancer (HT-29), melanoma (Hs294T), lung adenocarcinom (A549). The most active compound was tricyclic 4-fluorocinnamic analog, which exhibits a nanomolar activity (IC50 2,1 nM) toward melanoma cells. This compound is over 2250 times more active than commercial antitumor agent doxorubicin (DOX). SAR analysis has revealed a correlation between the structure and the biological activity of the compounds. Using the molecular docking the relationship of the styryl lactone and the target protein important for prostate cancer was examined. The compounds with high inhibitory activity against prostate cancer cells have a high docking score and are capable to form a coordinative-covalent bond with a Fe2+ ion present in the active centre of the enzyme. 3DQSAR analysis, which was performed by methods of comparative CoMFA and CoMSIA fields, has formed a good predictive model between chemical structure and biological activity of the styryl lactone.en
dc.languagesr (latin script)
dc.publisherУниверзитет у Новом Саду, Технолошки факултетsr
dc.rightsopenAccessen
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/
dc.sourceУниверзитет у Новом Садуsr
dc.subjectStiril laktonisr
dc.subjectStyryl lactonesen
dc.subjectlipophilicityen
dc.subjectQSRRen
dc.subjectpharmacokineticen
dc.subjectQSPKR cytotoxicityen
dc.subjectSARen
dc.subjectmolecular dokingen
dc.subjectQSARen
dc.subject3D-QSARen
dc.subjectlipofilnostsr
dc.subjectQSRRsr
dc.subjectfarmakokinetikasr
dc.subjectQSPKRsr
dc.subjectcitotoksičnostsr
dc.subjectSARsr
dc.subjectmolekulski dokingsr
dc.subjectQSARsr
dc.subject3D-QSARsr
dc.titleDefinisanje lipofilnosti, farmakokinetičkih parametara i antikancerogenog potencijala novosintetisane serije stiril laktonasr
dc.title.alternativeDefining of lipophilicity, pharmacokinetic parameters and anticancer potential of newly synthesized series of styryl lactonesen
dc.typedoctoralThesisen
dc.rights.licenseBY-NC
dc.identifier.fulltexthttp://nardus.mpn.gov.rs/bitstream/id/39926/IzvestajKomisije.pdf
dc.identifier.fulltexthttps://nardus.mpn.gov.rs/bitstream/id/39925/Disertacija.pdf
dc.identifier.fulltexthttps://nardus.mpn.gov.rs/bitstream/id/39926/IzvestajKomisije.pdf
dc.identifier.fulltexthttp://nardus.mpn.gov.rs/bitstream/id/39925/Disertacija.pdf
dc.identifier.rcubhttps://hdl.handle.net/21.15107/rcub_nardus_10385


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