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Termodinamska karakterizacija samosestavljanja amiloidnih fibril v dvodimenzionalnem modelu z računskim pristopom Monte Carlo
ID Stepanova, Larissa (Author), ID Urbič, Tomaž (Mentor) More about this mentor... This link opens in a new window

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Abstract
V pričujočem delu raziskujemo termodinamske gonilne sile, ki pogojujejo stabilnost in podaljševanje prečne β strukture amiloidnih fibril. Nalogo formuliramo v okviru klasične obravnave kondenzirane faze kot sistema z N delci, pri čemer je razmerje med fizikalno naravo gradnikov sistema in njihovo poenostavljeno reprezentacijo povzeta v grobo-zrnatem modelu. Potencial polja sil sestavljata Lennard-Jonesov (LJ) meddelčni potencial, reprezentativen za van der Waalsove interakcije stranskih verig, ter potencial vodikovih vezi, formuliran v okviru dvodimenzionalnega Mercedes-Benz (MB) modela vode in reprezentativen za interakcije peptidnega ogrodja. V nadaljevanju določamo ravnotežne lastnosti modeliranega sistema s statistično-mehanskim pristopom v izotermno-izobarnem (NpT) ansamblu. Konfiguracijski prostor je bil vzorčen z implementacijo Monte Carlo verige Markova. Med izračunanimi lastnostmi posameznega stanja navajamo ansambelska povprečja, radialne porazdelitvene funkcije g(r), iz kolebanja izračunane termodinamske lastnosti (Cp,κT ) in velikostne porazdelitve fibrilnih polimorfov. Z razvrstitvijo vseh ravnotežnih stanj v parametričnem prostoru (ρ*,p*,T*) v štiri strukturne zvrsti je bil izdelan diagram strukturnih stanj. Na podlagi slednjega diagrama je bilo identificirano F1 območje pogojev, v katerem je prepoznano samosestavljanje amiloidnih peptidov v prečno β strukturo. S prileganjem parametrov smo določili termodinamske količine ∆Cp = -3,523± 0,088, ∆S = 0,815 ± 0,023 in ∆H = 0,723 ± 0,005 za reakcijo podaljševanja amiloidnih fibril v sklopu izodezmičnega modela supramolekulske polimerizacije. Predznaki izračunanih količin nakazujejo na entalpijsko pogojenost kooperativnega procesa, ki izravnava neugodni entropijski prispevek zaradi zmanjšanja prostosnih stopenj na ravni termodinamskega stanja. Slednje ugotovitve so podprte z empirično opažano stabilnostjo prečne β strukture amiloidnih fibril v širokem območju denaturacijskih pogojev.

Language:Slovenian
Keywords:amiloidne fibrile, grobo-zrnati model, Monte Carlo, statistična mehanika, ravnotežna termodinamika
Work type:Bachelor thesis/paper
Organization:FKKT - Faculty of Chemistry and Chemical Technology
Year:2026
PID:20.500.12556/RUL-185730 This link opens in a new window
Publication date in RUL:19.08.2026
Views:48
Downloads:13
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Secondary language

Language:English
Title:Thermodynamic characterization of amyloid fibril formation using a two-dimensional coarse-grained model: a Monte Carlo approach
Abstract:
The present investigation is concerned with the structural and thermodynamic properties of systems comprised of amyloid proteins with the propensity of self-assembly into supramolecular structures. We employ a two-dimensional coarse-grained model reflective of the potentials governing formation of amyloid fibrils with a cross-β structure. In addition to the pairwise Lennard-Jones (LJ) potential representative of non-bonded side-chain interactions, the strength and directionality of short-range backbone hydrogen bonding is expressed within the 2D Mercedes-Benz (MB) framework. A Markov chain Monte Carlo method was employed to sample configurational space in an isothermal-isobaric (NpT) ensemble, from which ensemble averages, radial distribution functions g(r), fluctuation-derived thermodynamic properties (Cp,κT ) and polymorph size distributions were obtained. Following the in-model classification of (proto)fibril polymorphs, we constructed a structural state diagram across parameter space (ρ*,p*,T*). Fibril elongation was studied under equilibrium conditions in the F1 region, characterised by a constant concentration of free monomers in equilibrium with mature fibrils. The thermodynamic quantities ∆Cp = -3,523 ± 0,088, ∆S = 0,815 ± 0,023 and ∆H = 0,723 ± 0,005 were determined for fibril elongation using an isodesmic model of supramolecular polymerisation, in the models’ reduced units. The derived properties were found to be indicative of an enthalpy-dominated cooperative process, counteracting unfavourable entropic effects associated with the loss of effective degrees of freedom in the system. The findings yielded by the coarse-grained model are in line with the empirically reported thermodynamic stability of the cross-β structure under denaturing conditions.

Keywords:amyloid fibrils, coarse-grained model, Monte Carlo, statistical mechanics, equilibrium thermodynamics

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