https://m2.mtmt.hu/ eng 2026-04-05 11:23 JournalArticle 34779925 VALIDATED true 0 false 2026-03-05T11:00:09.107+0000 2024-06-18T13:00:24.037+0000 2024-04-09T15:28:03.105+0000 true 10028940 Nagy Edit /api/author/10028940 Author true 10028940 2025-01-08T10:50:46.387+0000 2025-01-08T10:50:46.387+0000 2024-05-13T19:19:39.906+0000 true 10060827 Zeller Rozália /api/admin/10060827 Admin true 10060827 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 Tuboly, Gábor Personalized analysis of pain–weather associations: a pilot study Egyénre szabott fájdalom-időjárás kapcsolatelemzés: pilóta tanulmány true true /api/journal/2088240 REVIEWED true true 2088240 false 2088240 true 0019-1442 2498-6208 Journal FOREIGN_AND_HUNGARIAN 77 3-4 77 87 77 11 2024 Background and purpose – It is a wellknown belief that weather can influence human health, including pain sensation. However, the current data are controversial, which might be due to the wide range of interindividual differences. The present study aimed to characterize the individual pain– weather associations during chronic pain by utilizing several data analytical methods. Methods – The study included 3-3 patients with (P1, P3, and P4) or without (P2, P5, P6) diabetes mellitus and signs of trigeminal neuralgia or low back pain. Subjective pain scores (0–10) and 12 weather parameters (terrestrial, geomagnetic, and solar) were recorded for one month repeated three times daily. Nonparametric Spearman’s correlation (Sp), multiple regression (Mx), and principal component (PCA) analyses were performed to evaluate associations between pain and meteorological factors obtained at the day of recorded pain value, 2 days before and 2 days after the recorded pain, and the changes in these parameters (5 × 12 parameters). Complex scores were calculated based on the results of these analyses. Results – While the temperature had the highest effects on the pain levels in most of the participants, huge interindividual dif­ferences in the degree and the direction of the associations between pain and weather parameters could be obtained. The analytic methods also revealed subjectspecific results, and the synthesis of different statistical methods as total scores provided a personalized map for each patient, which showed disparate patterns across the study participants. Thus, Participants 2 and 5 had higher scores for Mx compared to Sp; furthermore, certain factors showed opposite direction in their associations with the pain level depending on the type of analysis (Sp vs Mx). In contrast, P3 had a lower score for Mx compared to Sp, which might suggest a low level of weather sensitivity on the association between the different weather parameters in this subject. Furthermore, participants P4 and P6 had a very high level of weather sensitivity, while P1 had an opposite pattern. Regarding the time point-related effects on the pain level, most patients were sensitive to parameters obtained at the same day or two days before, except the P1 subject, who had the highest sensitivity to weather parameters detected two days after. Conclusion – The present study highlights the importance of integrating different data analysis approaches to elucidate the individual connections between pain and most of the weather parameters. In conclusion, complex personalized profiling should be considered for the characterization of pain–weather associations by applying different data analytical approaches, which may provide feedback to physicians and patients. true true 2024 false true true false true false GREEN 2026-03-05 true http://real.mtak.hu/193685 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 Q4 A false false false false 2024-05-12T19:19:39.351+0000 D részleg Gyermek- és Ifjúságpszichiátriai Osztály (SZTE / SZAOK / GYKGYEK); Fizioterápiás Tanszék (SZTE / ETSZK); Ideggyógyászati Szemle szerkesztősége (Kiadók / MTA KFB); Neurológiai Klinika (SZTE / SZAOK); Élettani Intézet (SZTE / SZAOK) 4 21 5 4 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 116110467 /api/authorship/116110467 1 0.25 true false false Author 10028417 /api/author/10028417 Tuboly Gábor true 10028417 true Tuboly Gábor true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 116110468 /api/authorship/116110468 2 0.25 false false true Author 10009111 /api/author/10009111 Horváth Gyöngyi true 10009111 true Horváth Gyöngyi true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 116110469 /api/authorship/116110469 3 0.25 false false false Author 10072700 /api/author/10072700 Nagy Kamilla true true Nagy Kamilla true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 116110470 /api/authorship/116110470 4 0.25 false true false Author 10028940 /api/author/10028940 Nagy Edit true 10028940 true Nagy Edit true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true Institute 14130 /api/institute/14130 0 false true true Ideggyógyászati Szemle szerkesztősége Ideggyógyászati Szemle szerkesztősége true 14130 true PublicationIdentifier 25979499 /api/publicationidentifier/25979499 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.18071/isz.77.0077 https://doi.org/10.18071/isz.77.0077 false true PublicationIdentifier 26120650 /api/publicationidentifier/26120650 SwordSource 36 /api/publicationsource/36 PublicationSourceType 10007 /api/publicationsourcetype/10007 true true true REAL REAL http://real.mtak.hu/@@@ true true 36 true GREEN true 193685 http://real.mtak.hu/193685 false true PublicationIdentifier 26473385 /api/publicationidentifier/26473385 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 001202948900002 https://www.webofscience.com/wos/woscc/full-record/001202948900002 false true PublicationIdentifier 26175404 /api/publicationidentifier/26175404 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 85190339160 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85190339160 true true PublicationIdentifier 26175403 /api/publicationidentifier/26175403 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 38591930 http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=38591930&dopt=Abstract false true PublicationIdentifier 25979500 /api/publicationidentifier/25979500 PlainSource 40 /api/publicationsource/40 PublicationSourceType 10006 /api/publicationsourcetype/10006 true true true Egyéb URL Other URL @@@ true true 40 true https://elitmed.hu/en/publications/clinical-neuroscience/personalized-analysis-of-pain-weather-associations-a-pilot-study https://elitmed.hu/en/publications/clinical-neuroscience/personalized-analysis-of-pain-weather-associations-a-pilot-study false true PublicationIdentifier 27548168 /api/publicationidentifier/27548168 SwordSource 90 /api/publicationsource/90 PublicationSourceType 10007 /api/publicationsourcetype/10007 true true true SZTE Publicatio SZTE Publicatio http://publicatio.bibl.u-szeged.hu/@@@ true true 90 true GREEN true IDENTICAL 34745 http://publicatio.bibl.u-szeged.hu/34745 false true Classification 12125 /api/classification/12125 true true Classification 12215 /api/classification/12215 true true Classification 12124 /api/classification/12124 true true Classification 10001 /api/classification/10001 true true Keyword 1564 /api/keyword/1564 true 1564 true Keyword 1947 /api/keyword/1947 true 1947 true Keyword 1780607 /api/keyword/1780607 true true MtaRating 10487066 /api/mtarating/10487066 RatingType 10026 /api/ratingtype/10026 PsziTB Institute 14108 /api/institute/14108 0 false true false Pszichológiai Tudományos Bizottság Committee on Psychology true 14108 true true true A true true SjrRating 11487345 /api/sjrrating/11487345 304 1.0 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2728 /api/classificationexternal/2728 true 2728 true Q4 DIRECT true true /api/publication/34779925 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10028417"><a href="/gui2/?type=authors&mode=browse&sel=10028417" target="_blank">Tuboly Gábor (<span class="authorship-author-name">Tuboly Gábor</span> <span class="authorAux-mtmt"> idegtudomány</span>) </a> </span> <span class="author-affil"><span title="University of Szeged">SZTE</span>/<span title="Albert Szent-Györgyi Medical School">ASZMS</span>/Department of Neurology</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10009111"><a href="/gui2/?type=authors&mode=browse&sel=10009111" target="_blank">Horváth Gyöngyi ✉ (<span class="authorship-author-name">Horváth Gyöngyi</span> <span class="authorAux-mtmt"> Magatartáskutatás</span>) </a> </span> <span class="author-affil"><span title="University of Szeged">SZTE</span>/<span title="Albert Szent-Györgyi Medical School">ASZMS</span>/Department of Physiology</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10072700"><a href="/gui2/?type=authors&mode=browse&sel=10072700" target="_blank">Nagy Kamilla (<span class="authorship-author-name">Nagy Kamilla</span> <span class="authorAux-mtmt"> Gyermekpszichiátria</span>) </a> </span> <span class="author-affil"><span title="University of Szeged">SZTE</span>/<span title="Albert Szent-Györgyi Medical School">ASZMS</span>/<span title="Department of Paediatrics and Paediatric Health Center">DPPHC</span>/Pediatric Clinic, Child and Adolescent Psychiatry</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10028940"><a href="/gui2/?type=authors&mode=browse&sel=10028940" target="_blank">Nagy Edit (<span class="authorship-author-name">Nagy Edit</span> <span class="authorAux-mtmt"> gyógytorna-fizioterápia</span>) </a> </span> <span class="author-affil"><span title="University of Szeged">SZTE</span>/<span title="Faculty of Health Sciences and Social Studies">FHSSS</span>/Fizioterápiás Tanszék</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;34779925" target="_blank">Personalized analysis of pain–weather associations: a pilot study</a></div> <div> <span class="journal-title">IDEGGYOGYASZATI SZEMLE / CLINICAL NEUROSCIENCE</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/0019-1442">0019-1442</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/2498-6208">2498-6208</a>)</span>: <span class="journal-volume">77</span> <span class="journal-issue">3-4</span> <span class="page"> pp 77-87 </span> <span class="year">(2024)</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_none" title="none"> <a style="color:blue" title="10.18071/isz.77.0077" target="_blank" href="https://doi.org/10.18071/isz.77.0077"> DOI </a> </span> <span class="id identifier oa_GREEN" title=" Green "> <a style="color:black" title="193685" target="_blank" href="http://real.mtak.hu/193685"> REAL </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001202948900002" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001202948900002"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85190339160" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85190339160"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="38591930" target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=38591930&dopt=Abstract"> PubMed </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="https://elitmed.hu/en/publications/clinical-neuroscience/personalized-analysis-of-pain-weather-associations-a-pilot-study" target="_blank" href="https://elitmed.hu/en/publications/clinical-neuroscience/personalized-analysis-of-pain-weather-associations-a-pilot-study"> Other URL </a> </span> <span class="id identifier oa_GREEN" title=" Green "> <a style="color:blue" title="34745" target="_blank" href="http://publicatio.bibl.u-szeged.hu/34745"> SZTE Publicatio </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Journal subject: Scopus - Neurology (clinical)&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q4</div> <div class="journal-subject">Journal subject: Scopus - Neurology&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q4</div> <div class="journal-subject">Committee on Psychology HASSPHSII PsziTB [1901-]&nbsp;&nbsp;&nbsp;A</div> </div></OnlyViewableByAuthor> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;34779925&sort=publishedYear,desc&sort=title"> Number of cited publications: 2 </a> </div> <div class="mtid"><span class="long-pub-mtid">Publication: 34779925</span> | <span class="status-data status-VALIDATED"> Validated </span> Core Citing | <span class="type-subtype">Journal Article ( Article ) </span> | <span class="pub-category">Scientific</span> | <span class="publication-sourceOfData">kézi felvitel</span> </div> <div class="special-affiliations"> Special affiliation: Ideggyógyászati Szemle szerkesztősége </div> <div class="lastModified">Last Modified: 2024.06.18. 15:00 Csilla Bernátskyné Babus (SZTE admin4) </div> </div></div>