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Odkrivanje novih zaviralcev galaktoziltransferaz in njihovo biološko vrednotenje in vitro
ID Kranjc, Jaka (Author), ID Pišlar, Anja (Mentor) More about this mentor... This link opens in a new window, ID Anderluh, Marko (Comentor)

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Abstract
Selektivno uravnavanje glikozilacije je ključnega pomena pri razvoju in proizvodnji terapevtskih glikoproteinov, saj glikanske strukture pomembno vplivajo na stabilnost proteinov, njihovo učinkovitost, imunogenost in farmakokinetične lastnosti. Modulacija N-vezane galaktozilacije se je uveljavila zlasti kot obetavna strategija za glikoinženirstvo rekombinantnih protiteles in drugih biofarmacevtskih izdelkov. Selektivno uravnavanje N-vezane galaktozilacije ostaja izziv pri proizvodnji terapevtskih glikoproteinov. V tej doktorski disertaciji smo preučevali modulacijo galaktozilacije z majhnimi molekulami s ciljanim zaviranjem β-1,4-galaktoziltransferaze 1, ključnega encima, ki katalizira prenos galaktoze med zorenjem Nglikanov. Raziskavo smo začeli z virtualnim rešetanjem na osnovi strukture, ki je temeljilo na kristalografski strukturi β-1,4-galaktoziltransferaze 1. Filtrirali smo obsežne knjižnice komercialno dostopnih spojin glede na učinkovinam podobne fizikalno-kemijske lastnosti, generirali več konformacij ligandov in spojine z molekularnim sidranjem umestili v UDP-vezavno mesto encima β-1,4-galaktoziltransferaze 1. S slednjim smo pridobili nabor najbolje uvrščenih kandidatnih spojin na podlagi predvidenih vezavnih načinov, kemijske raznolikosti in komercialne dostopnosti. Izbrane spojine smo nato eksperimentalno ovrednotili z uporabo luminiscenčnega testa na osnovi UDP za kvantifikacijo zaviranja encimske aktivnosti in vitro. S tem pristopom smo identificirali več mikromolarnih zaviralcev izoliranega encima, potrdili ustreznost računalniškega presejalnega pristopa in razkrili nove kemotipe zaviralcev brez strukturnih motivov, značilnih za ogljikove hidrate. Nadaljnji poskusi odvisnosti učinka zaviralcev od koncentracije so omogočili neposredno primerjavo inhibitorne moči med najbolj obetavnimi spojinami. Za določitev biološke relevantnosti smo te zaviralce testirali v sesalskih celičnih kulturah, ki proizvajajo rekombinantna protitelesa IgG. Šaržna gojenja celic z dohranjevanjem v globokih mikrotitrskih ploščah in majhnih mešanih bioreaktorjih so omogočila sistematično oceno rasti celic, viabilnosti, produktivnosti in N-glikanskih profilov protiteles po dodatku izbranih zaviralcev. Več zaviralcev je v odvisnosti od koncentracije zmanjšalo galaktozilacijo brez negativnega vpliva na bioprocesne lastnosti. Vendar celični izidi niso dosledno sledili učinkom na izoliranem encimu, saj je en zaviralec povečal galaktozilacijo kljub močnem, tarčno usmerjenem zaviranju in vitro. Za razlago teh neskladij smo kvantificirali znotrajcelične koncentracije spojin z uporabo tekočinske kromatografije, sklopljene z dvojno masno spektrometrijo, po časovno ločeni lizi celic. Te meritve so razkrile izrazite razlike v celični permeaciji ter pokazale, da neposredno znotrajcelično zaviranje samo po sebi ne more pojasniti opaženih sprememb galaktozilacije. Podatki zato podpirajo prispevek posrednih, membransko povezanih ali presnovno odvisnih mehanizmov k modulaciji glikozilacije. Doktorska disertacija prikazuje tako potencial kot omejitve neposrednega zaviranja galaktoziltransferaz in vzpostavlja integriran raziskovalni okvir, ki povezuje računalniško načrtovanje z bioprocesno relevantnim vrednotenjem v celičnih kulturah. Ugotovitve predstavljajo osnovo za racionalni razvoj naslednje generacije strategij glikoinženirstva in prispevajo k poglobljenemu razumevanju kompleksnih mehanizmov, ki uravnavajo glikozilacijo terapevtskih proteinov.

Language:Slovenian
Keywords:bioproces, celice ovarija kitajskega hrčka, galaktoziltransferaza, glikozilacija, zaviralci
Work type:Doctoral dissertation
Typology:2.08 - Doctoral Dissertation
Organization:FFA - Faculty of Pharmacy
Publisher:[J. Kranjc]
Year:2026
PID:20.500.12556/RUL-188690 This link opens in a new window
UDC:61:577(043.3)
COBISS.SI-ID:293025283 This link opens in a new window
Publication date in RUL:26.09.2026
Views:185
Downloads:63
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Secondary language

Language:English
Title:Discovery of new inhibitors of galactosyltransferases and their biological evaluation in vitro
Abstract:
Selective control of glycosylation is crucial in the development and production of therapeutic glycoproteins, as glycan structures significantly influence protein stability, efficacy, immunogenicity, and pharmacokinetic properties. Modulation of N-linked galactosylation has emerged as a promising strategy for glycoengineering of recombinant antibodies and other biopharmaceuticals. However, selective control of N-linked galactosylation remains challenging in therapeutic glycoprotein production. In this doctoral thesis, we investigated small-molecule modulation of galactosylation by targeting β-1,4-galactosyltransferase 1, the key enzyme that catalyzes galactose transfer during N-glycan maturation. Our work began with structure-based virtual screening using the crystallographic structure of β-1,4- galactosyltransferase 1. We filtered large libraries of commercially available compounds for drug-like physicochemical properties, generated multiple ligand conformations, and docked the resulting structures into the UDP-binding site using constrained molecular docking. This workflow identified a set of top-ranked candidates based on predicted binding modes, chemical diversity, and commercial availability. We then evaluated selected hits experimentally using an in vitro UDP-based luminescence assay to quantify enzymatic inhibition. This approach identified several micromolar inhibitors of the isolated enzyme, confirmed the validity of the computational screening strategy, and revealed novel non-sugar inhibitor chemotypes. Subsequent dose response experiments allowed direct comparison of inhibitory potency among the most promising compounds. To determine biological relevance, we tested these inhibitors in mammalian cell cultures producing recombinant IgG antibodies. Fed-batch cultivations in deep-well plates and small-scale stirred bioreactors enabled systematic assessment of cell growth, viability, productivity, and antibody N-glycan profiles after compound addition. Several compounds reduced galactosylation in a concentration-dependent manner without impairing bioprocess performance. However, cellular outcomes did not consistently correlate with enzymatic potency as one compound increased galactosylation despite strong on-target inhibition in vitro. We quantified intracellular compound concentrations using liquid chromatography–tandem mass spectrometry after time-resolved cell lysis, to assess compound permeability and intracellular exposure. These measurements revealed pronounced differences in cellular uptake and showed that direct intracellular inhibition alone could not account for the observed glycosylation changes. The data instead support contributions from indirect, membrane-associated, or metabolism-dependent mechanisms. The doctoral thesis demonstrates the potential and limitations of direct galactosyltransferase inhibition and establishes an integrated workflow connecting computational design with bioprocess-relevant cell culture evaluation. The findings provide a foundation for the rational development of next-generation glycoengineering strategies and contribute to a deeper understanding of the complex mechanisms governing therapeutic protein glycosylation.

Keywords:bioprocess, Chinese hamster ovary cells, galactosyltransferase, glycosylation, inhibitors

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