{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-X0IS9TQ5/64c51310-0c01-448d-af4d-054f78313391/PDF","dcterms:extent":"565 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-X0IS9TQ5/e0ac0744-c93b-4e9e-8e3e-48e0b543ccf4/TEXT","dcterms:extent":"31 KB"}],"edm:TimeSpan":{"@rdf:about":"2002-2024","edm:begin":{"@xml:lang":"en","#text":"2002"},"edm:end":{"@xml:lang":"en","#text":"2024"}},"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:doc-X0IS9TQ5","dcterms:isPartOf":[{"@rdf:resource":"https://www.dlib.si/details/URN:NBN:SI:spr-1R5DVDOA"},{"@xml:lang":"sl","#text":"Informatica Medica Slovenica"}],"dcterms:issued":"2024","dc:creator":["Ambrožič, Jerneja","Basar, Ivana","Kastrin, Andrej","Molan, Katja","Munda, Ana","Pongrac Barlovič, Draženka","Starčič Erjavec, Marjanca","Toromanović, Edina","Žgur-Bertok, Darja"],"dc:contributor":"Kastrin, Andrej","dc:format":[{"@xml:lang":"sl","#text":"številka:2"},{"@xml:lang":"sl","#text":"letnik:29"},{"@xml:lang":"sl","#text":"str. 16-23"}],"dc:identifier":["ISSN:1318-2129","COBISSID_HOST:249132803","URN:URN:NBN:SI:doc-X0IS9TQ5"],"dc:language":"sl","dc:publisher":{"@xml:lang":"sl","#text":"Slovensko društvo za medicinsko informatiko"},"dc:subject":[{"@xml:lang":"sl","#text":"črevesna mikrobiota"},{"@xml:lang":"en","#text":"gestational diabetes mellitus"},{"@xml:lang":"en","#text":"gut microbiota"},{"@xml:lang":"en","#text":"lifestyle"},{"@xml:lang":"en","#text":"multimodal analysis"},{"@xml:lang":"sl","#text":"nosečnostna sladkorna bolezen"},{"@xml:lang":"sl","#text":"osebnostne lastnosti"},{"@xml:lang":"en","#text":"personality traits"},{"@xml:lang":"sl","#text":"večmodalna analiza"},{"@xml:lang":"sl","#text":"življenjski slog"}],"dcterms:temporal":{"@rdf:resource":"2002-2024"},"dc:title":{"@xml:lang":"sl","#text":"Večmodalna analiza povezav med črevesno mikrobioto, življenjskim slogom in osebnostjo pri nosečnostni sladkorni bolezni| Multimodal data analysis of associations between gut microbiota, lifestyle, and personality in gestational diabetes|"},"dc:description":[{"@xml:lang":"sl","#text":"tract. Gut microbiota is primarily influenced by environmental factors and physiological states, including pregnancy. Gestational diabetes mellitus (GDM), the most prevalent metabolic complication in pregnancy, often requires rapid lifestyle adaptation, a process potentially modulated by individual personality traits. This study investigated interrelationships across three data modalities: gut microbiota profiles at the phylum level, lifestyle factors, such as diet and physical activity, and personality traits in women diagnosed with GDM. Stool samples from 21 participants were processed for microbial taxonomic analysis. Behavioral and psychological variables were measured using the Food Frequency Questionnaire, Well-Being Questionnaire, and the PERSONA test. Partial least squares regression was employed to model cross-modality associations. Correlation structures were visualized and interpreted using bipartite network representations"},{"@xml:lang":"sl","#text":"Povzetek. Na sestavo črevesne mikrobiote najbolj vplivajo okoljski dejavniki in različna fiziološka stanja, kot je nosečnost. Nosečnostna sladkorna bolezen (NSB) je eno od najpogostejših patoloških stanj med nosečnostjo, ki zahteva hitre prilagoditve življenjskega sloga. Osebnostne značilnosti nosečnic lahko pri tem igrajo pomembno vlogo. V prispevku analiziramo povezave med tremi podatkovnimi modalnostmi: sestavo črevesne mikrobiote na ravni bakterijskih debel, dejavniki življenjskega sloga, vključno s telesno aktivnostjo in prehrano, ter osebnostnimi lastnostmi žensk z NSB. Bakterijske skupine smo kvantificirali na podlagi vzorcev blata 21 udeleženk, za analizo življenjskega sloga pa smo uporabili Vprašalnik o pogostosti uživanja živil, Vprašalnik dobrega počutja in Vprašalnik PERSONA za določitev profila osebnosti. Povezave med modalnostmi smo analizirali z regresijo delnih najmanjših kvadratov, vzorce korelacij pa prikazali in interpretirali s pomočjo dvovrstnih omrežij"}],"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:doc-X0IS9TQ5","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:doc-X0IS9TQ5"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:doc-X0IS9TQ5/64c51310-0c01-448d-af4d-054f78313391/PDF"},"edm:rights":{"@rdf:resource":"http://rightsstatements.org/vocab/InC/1.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:intermediateProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:dataProvider":{"@xml:lang":"sl","#text":"Slovensko društvo za medicinsko informatiko"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:doc-X0IS9TQ5/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:doc-X0IS9TQ5"}}}}