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Primerjava primarnih in tridimenzionalnih struktur proteinov iz hrane in črevesne mikrobiote z uporabo bioinformacijskih orodij COMPASS, BLAST in PDBeFold
ID Ferara, Živa (Author), ID Tavčar, Eva (Mentor) More about this mentor... This link opens in a new window, ID Vidak, Marko (Comentor)

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Abstract
Alergija na hrano je neželena reakcija imunskega sistema na alergene proteine hrane. Pogostost alergij na hrano narašča, zato postajajo vse večji izziv za zdravstvo in družbo. Dodaten izziv predstavlja navzkrižna reaktivnost, pri kateri imunski sistem posameznika prepozna in reagira na primarnemu alergenu podobne proteine. To otežuje natančno diagnozo in s tem določitev varnih živil za posameznike z alergijami. V magistrski nalogi smo želeli ugotoviti, ali je podobnost tridimenzionalnih (3D) struktur proteinov boljši napovednik navzkrižne reaktivnosti kot podobnost njihovih primarnih struktur. Kot primer smo uporabili alergeni protein Ara h 1 iz arašidov. V znanstveni literaturi smo poiskali primere dokazane navzkrižne reaktivnosti med pari obravnavanih proteinov. V prvem delu eksperimentalnega dela smo s pomočjo podatkovne zbirke alergenov COMPARE pridobili primarne proteinske strukture Ara h 1 in sorodnih alergenov. Z bioinformacijskim orodjem COMPASS smo poiskali proteine s podobno primarno strukturo, podobnost primarnih in 3D struktur parov proteinov pa smo ovrednotili z orodjema BLASTp in PDBeFold. Potrdili smo visoko stopnjo 3D podobnosti med navzkrižno reaktivnimi proteini tudi v primerih, ko je bila primarna podobnost nizka. Podobnost 3D struktur je torej boljši napovedni dejavnik za možnost navzkrižne reaktivnosti kot podobnost primarnih struktur. Pomanjkanje eksperimentalno določenih struktur omejuje možnost izvajanja tovrstnih raziskav. To omejitev bi bilo v nadaljnjih raziskavah mogoče preseči z vključitvijo računalniško napovedanih 3D struktur, kar bi omogočilo primerjavo večjega števila proteinov. Raziskali smo še morebitno strukturno podobnost med alergenom Ara h 1 (in podobnimi proteini) ter bakterijskimi proteini človeške črevesne mikrobiote (ČMB). Identificirali smo nekaj primerov takšne podobnosti in ugotovili nizko verjetnost za pojav navzkrižnih reakcij. V večini primerov je šlo za probiotične proteine, ki jih uporabljamo v prehranskih dopolnilih. Za oceno podobnosti 3D struktur alergena Ara h 1 (in podobnih proteinov) ter bakterijskih proteinov ČMB smo poleg orodja PDBeFold uporabili tudi orodje DALI. Rezultati DALI in PDBeFold so pokazali visoko stopnjo medsebojne skladnosti, kar potrjuje zanesljivost ugotovitev o podobnosti 3D struktur in hkrati učinkovitost obeh orodij.

Language:Slovenian
Keywords:navzkrižna reaktivnost, alergeni, Ara h 1, bioinformatika, mikrobiota
Work type:Master's thesis/paper
Organization:FFA - Faculty of Pharmacy
Year:2025
PID:20.500.12556/RUL-173161 This link opens in a new window
Publication date in RUL:13.09.2025
Views:154
Downloads:48
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Secondary language

Language:English
Title:Comparison of primary and three-dimensional structures of proteins from food and gut microbiota using bioinformatics tools COMPASS, BLAST and PDBeFold
Abstract:
A food allergy is an adverse reaction of the immune system to allergenic food proteins. Food allergies are becoming increasingly common, posing a growing public health challenge. The phenomenon of cross-reactivity represents an additional challenge, in which an individual's immune system recognizes and reacts to proteins that are similar to the primary allergen. This makes it difficult to make an accurate diagnosis and thus to determine safe foods for individuals with allergies. In our thesis, we investigated whether the similarity of the three-dimensional (3D) structures of proteins is a better predictor of cross-reactivity than the similarity of their primary structures. As a case study, we used the allergenic peanut protein Ara h 1. Through a review of the scientific literature, we identified instances of documented cross- reactivity between the investigated protein pairs. In the first part of the thesis, we obtained the primary protein structures of Ara h 1 and related allergens using COMPARE allergen database. Using COMPASS bioinformatics tool, we identified proteins with similar primary structures and then assessed the similarity of the primary and 3D structures of the protein pairs using BLASTp and PDBeFold tools. We confirmed a high level of 3D similarity among cross-reactive proteins, even in cases where primary structure similarity was low. The similarity of 3D structures is therefore a better predictive factor for the potential of cross-reactivity than the similarity of primary structures. The lack of experimentally determined structures limits the scope of such analyses. This limitation could be overcome in future research by including computationally predicted 3D structures, which would allow for the comparison of a larger number of proteins. We also investigated potential structural similarities between Ara h 1 (and related proteins) and bacterial proteins from the human gut microbiota. We identified several instances of structural similarity but found a low likelihood of cross-reactivity. Most of the proteins were derived from probiotic bacteria commonly used in food supplements. We used DALI tool alongside PDBeFold to assess the similarity of 3D structures between Ara h 1 (and related proteins) and bacterial proteins from the human gut microbiota. The results of DALI and PDBeFold showed a high degree of consistency between the two methods, confirming the reliability of the findings on 3D structural similarity.

Keywords:cross-reactivity, allergens, Ara h 1, bioinformatics, microbiota

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