https://m2.mtmt.hu/ eng 2026-05-31 14:54 JournalArticle 33131611 VALIDATED true 0 false 2026-05-22T05:05:38.683+0000 2023-03-29T08:21:59.365+0000 2022-10-09T08:35:12.804+0000 true 10015206 Áncsán Gizella /api/admin/10015206 Admin true 10015206 2023-05-23T08:22:42.873+0000 2023-05-23T08:22:42.873+0000 2022-11-22T12:58:46.616+0000 true 10080205 Szalóky-Siki Ágnes /api/admin/10080205 Admin true true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Molnár, Viktória The Predictive Role of the Upper-Airway Adipose Tissue in the Pathogenesis of Obstructive Sleep Apnoea true true /api/journal/10024487 REVIEWED true false 10024487 false 10024487 true 2075-1729 Journal FOREIGN 12 10 1543 1543 16 2022 This study aimed to analyse the thickness of the adipose tissue (AT) around the upper airways with anthropometric parameters in the prediction and pathogenesis of OSA and obstruction of the upper airways using artificial intelligence. One hundred patients were enrolled in this prospective investigation, who were divided into control (non-OSA) and mild, moderately severe, and severe OSA according to polysomnography. All participants underwent drug-induced sleep endoscopy, anthropometric measurements, and neck MRI. The statistical analyses were based on artificial intelligence. The midsagittal SAT, the parapharyngeal fat, and the midsagittal tongue fat were significantly correlated with BMI; however, no correlation with AHI was observed. Upper-airway obstruction was correctly categorised in 80% in the case of the soft palate, including parapharyngeal AT, sex, and neck circumference parameters. Oropharyngeal obstruction was correctly predicted in 77% using BMI, parapharyngeal AT, and abdominal circumferences, while tongue-based obstruction was correctly predicted in 79% using BMI. OSA could be predicted with 99% precision using anthropometric parameters and AT values from the MRI. Age, neck circumference, midsagittal and parapharyngeal tongue fat values, and BMI were the most vital parameters in the prediction. Basic anthropometric parameters and AT values based on MRI are helpful in predicting OSA and obstruction location using artificial intelligence. Funding 2020976 /api/funding/2020976 false true Funding 2020977 /api/funding/2020977 false true true 2022 true true true false true false GOLD 2026-05-22 true https://doi.org/10.3390/life12101543 28 0 26 26 0 26 26 22 23 25 25 25 25 28 0 0 28 28 26 26 0 0 0 Folyóiratcikk Journal Article 24 24 Könyvrészlet Chapter in Book 25 1 Könyv Book 23 0 Egyéb konferenciaközlemény Conference paper 31 1 Egyéb konferenciakötet Conference proceedings 32 0 Oltalmi formák Protection forms 26 0 Disszertáció Thesis 28 1 Egyéb Miscellaneous 29 1 Alkotás Achievement 22 0 Kutatási adat Research data 33 0 Folyóiratcikk Journal Article 24 0 0 0 Könyvrészlet Chapter in Book 25 0 0 0 Könyv Book 23 0 0 0 Egyéb konferenciaközlemény Conference paper 31 0 0 0 Egyéb konferenciakötet Conference proceedings 32 0 0 0 Oltalmi formák Protection forms 26 0 0 0 Disszertáció Thesis 28 0 0 0 Egyéb Miscellaneous 29 0 0 0 Alkotás Achievement 22 0 0 0 Kutatási adat Research data 33 0 0 0 2023 0 4 4 4 4 2024 0 16 16 16 16 2025 0 5 5 5 5 2026 0 3 3 3 3 Q2 false 10025551,10023716 false false false 2022-11-21T12:58:46.392+0000 Fül-Orr-Gégészeti és Fej-Nyaksebészeti Klinika (SE / AOK / K); Hang-, beszéd- és nyelésterápia Tanszék (SE / ETK2007); Orvosi Képalkotó Klinika (SE / AOK / K) 7 57 3 8 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 103697913 /api/authorship/103697913 1 0.125 true false true Author 10025551 /api/author/10025551 Molnár Viktória true 10025551 true Molnár Viktória true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697914 /api/authorship/103697914 2 0.125 false false false Author 10000802 /api/author/10000802 Lakner Zoltán true 10000802 true Lakner Zoltán true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697915 /api/authorship/103697915 3 0.125 false false false Author 10073327 /api/author/10073327 Molnár András true true Molnár András true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697916 /api/authorship/103697916 4 0.125 false false false Author 10023718 /api/author/10023718 Tárnoki Dávid László true 10023718 true Tárnoki Dávid László true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697917 /api/authorship/103697917 5 0.125 false false false Author 10023716 /api/author/10023716 Tárnoki Ádám Domonkos true 10023716 true Tárnoki Ádám Domonkos true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697918 /api/authorship/103697918 6 0.125 false false false Kunos László true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697919 /api/authorship/103697919 7 0.125 false false false Author 10070296 /api/author/10070296 Jokkel Zsófia true true Jokkel Zsófia true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 103697920 /api/authorship/103697920 8 0.125 false true false Author 10010129 /api/author/10010129 Tamás László true 10010129 true Tamás László true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 21772867 /api/publicationidentifier/21772867 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true GOLD true IDENTICAL 10.3390/life12101543 https://doi.org/10.3390/life12101543 false true PublicationIdentifier 22130296 /api/publicationidentifier/22130296 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 000872814300001 https://www.webofscience.com/wos/woscc/full-record/000872814300001 true true PublicationIdentifier 22198330 /api/publicationidentifier/22198330 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true IDENTICAL 85142648930 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85142648930 true true PublicationIdentifier 22130270 /api/publicationidentifier/22130270 PlainSource 17 /api/publicationsource/17 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true PubMed PubMed http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=@@@&dopt=Abstract true true 17 true IDENTICAL 36294978 http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=36294978&dopt=Abstract true true SjrRating 11282804 /api/sjrrating/11282804 103 0.49 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 1301 /api/classificationexternal/1301 true 1301 true Q2 DIRECT true true /api/publication/33131611 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10025551"><a href="/gui2/?type=authors&mode=browse&sel=10025551" target="_blank">Molnár Viktória ✉ (<span class="authorship-author-name">Molnár Viktória</span> <span class="authorAux-mtmt"> Fül-Orr-Gégészet</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Department of Otorhinolaryngology, Head and Neck Surgery</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000802"><a href="/gui2/?type=authors&mode=browse&sel=10000802" target="_blank">Lakner Zoltán (<span class="authorship-author-name">Lakner Zoltán</span> <span class="authorAux-mtmt"> Agrárökonómia</span>) </a> </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10073327"><a href="/gui2/?type=authors&mode=browse&sel=10073327" target="_blank">Molnár András (<span class="authorship-author-name">Molnár András</span> <span class="authorAux-mtmt"> Fül-orr-gégészet, otoneurológia</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Department of Otorhinolaryngology, Head and Neck Surgery</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10023718"><a href="/gui2/?type=authors&mode=browse&sel=10023718" target="_blank">Tárnoki Dávid László (<span class="authorship-author-name">Tárnoki Dávid László</span> <span class="authorAux-mtmt"> radiológia</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Orvosi Képalkotó Klinika</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10023716"><a href="/gui2/?type=authors&mode=browse&sel=10023716" target="_blank">Tárnoki Ádám Domonkos (<span class="authorship-author-name">Tárnoki Ádám Domonkos</span> <span class="authorAux-mtmt"> radiológia</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Orvosi Képalkotó Klinika</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Kunos László </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10070296"><a href="/gui2/?type=authors&mode=browse&sel=10070296" target="_blank">Jokkel Zsófia (<span class="authorship-author-name">Jokkel Zsófia</span> <span class="authorAux-mtmt"> Radiológia</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Orvosi Képalkotó Klinika</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10010129"><a href="/gui2/?type=authors&mode=browse&sel=10010129" target="_blank">Tamás László (<span class="authorship-author-name">Tamás László</span> <span class="authorAux-mtmt"> Fül-orr-gégészet</span>) </a> </span> <span class="author-affil"><span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/Department of Otorhinolaryngology, Head and Neck Surgery; <span title="Semmelweis University">SU</span>/<span title="Faculty of Health Sciences">FHS</span>/Department of Voice, Speech and Swallow Therapy</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;33131611" target="_blank">The Predictive Role of the Upper-Airway Adipose Tissue in the Pathogenesis of Obstructive Sleep Apnoea</a></div> <div> <span class="journal-title">LIFE-BASEL</span> <span class="journal-issn">( <a target="_blank" href="https://portal.issn.org/resource/ISSN/2075-1729">2075-1729</a>)</span>: <span class="journal-volume">12</span> <span class="journal-issue">10</span> <span class="page"> Paper 1543. 16 p. </span> <span class="year">(2022)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Language: English | </span> <span class="identifiers"> <span class="id identifier oa_GOLD" title=" Gold "> <a style="color:blue" title="10.3390/life12101543" target="_blank" href="https://doi.org/10.3390/life12101543"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000872814300001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000872814300001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85142648930" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85142648930"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="36294978" target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=36294978&dopt=Abstract"> PubMed </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Journal subject: Scopus - Biochemistry, Genetics and Molecular Biology (miscellaneous)&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Ecology, Evolution, Behavior and Systematics&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Paleontology&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Space and Planetary Science&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="" class="citingPub-count">Citing papers: 28</span> | Independent citation: 28 | Self citation: 0 | Unknown citation: 0 | Number of citations in WoS: 22 | Number of citations in Scopus:&nbsp;23 | WoS/Scopus assigned:&nbsp;25 | Number of citations with DOI:&nbsp;26 </div> <div class="mtid"><span class="long-pub-mtid">Publication: 33131611</span> | <span class="status-data status-VALIDATED"> Validated </span> Core | <span class="type-subtype">Journal Article ( Article ) </span> | <span class="pub-category">Scientific</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="funder"> (UNKP-20-5), (ÚNKP-21-5) </div> <div class="lastModified">Last Modified: 2023.03.29. 10:21 Zsuzsanna Rábitsné Táltos (MATE Budai Campus admin 5) </div> </div></div>