https://m2.mtmt.hu/ eng 2026-06-27 04:50 JournalArticle 34477407 VALIDATED true Systems Biology of Reproduction Research Group, Institute of Enzymology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary Department of Obstetrics and Gynecology, School of Medicine, Semmelweis University, Budapest, Hungary Maternity Private Clinic of Obstetrics and Gynecology, Budapest, Hungary Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States Genesis Theranostix Group, Budapest, Hungary , NICHD/NIH/DHHS, Bethesda, MD, United States Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, United States Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, United States Semmelweis University Doctoral School, Budapest, Hungary Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest, Hungary Department of Surgery, School of Medicine, University of Pécs, Pécs, Hungary Department of Anesthesiology and Intensive Therapy, Semmelweis University, Budapest, Hungary Faculty of Health and Sport Sciences, Széchenyi István University, Győr, Hungary Department of Obstetrics and Gynecology, School of Medicine, University of Debrecen, Debrecen, Hungary Department of Obstetrics and Gynecology, School of Medicine, Wayne State University School of Medicine, Detroit, MI, United States Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, United States Department of Obstetrics and Gynecology, Soroka University Medical Center, Ben Gurion University of the Negev, Be'er Sheva, Israel Export Date: 09 January 2025; Cited By: 2; Correspondence Address: N.G. Than; Department of Obstetrics and Gynecology, Semmelweis University, Budapest, 27 Baross Street, H-1088, Hungary; email: than.gabor@semmelweis.hu; CODEN: JRIMD 0 false 2026-06-09T12:56:56.983+0000 2025-06-04T07:35:07.245+0000 2024-01-04T11:50:08.153+0000 true 10039043 Milánkovics Róbert /api/admin/10039043 Admin Róbert Milánkovics (PTE ÁOK admin 4) true 10039043 2026-05-06T14:53:33.582+0000 2024-11-28T06:10:03.419+0000 true 10039043 Milánkovics Róbert /api/admin/10039043 Admin Róbert Milánkovics (PTE ÁOK admin 4) true 10039043 Admin 10014568 /api/admin/10014568 Andrea Vándor (VA, admin) Vándor Andrea true 10014568 true 2025-05-07T09:27:45.847+0000 true false true 24 24 /api/publicationtype/24 PublicationType Journal Article 1 true 24 JournalArticle true 1134514 Survey paper true 24 24 /api/publicationtype/24 PublicationType Journal Article 1 true 24 JournalArticle /api/subtype/1134514 Összefoglaló cikk SubType Survey paper (Journal Article) 102 true 1134514 true 1 /api/category/1 Category Scientific true 1 Than, Nándor Gábor true true /api/journal/2838 REVIEWED JOURNAL OF REPRODUCTIVE IMMUNOLOGY 0165-0378 1872-7603 true false 2838 false 2838 true 0165-0378 1872-7603 Journal FOREIGN 161 104172 104172 8 2024 The prevention of pre-eclampsia is difficult due to the syndromic nature and multiple underlying mechanisms of this severe complication of pregnancy. The current clinical distinction between early- and late-onset disease, although clinically useful, does not reflect the true nature and complexity of the pathologic processes leading to pre-eclampsia. The current gaps in knowledge on the heterogeneous molecular pathways of this syndrome and the lack of adequate, specific diagnostic methods are major obstacles to early screening and tailored preventive strategies. The development of novel diagnostic tools for detecting the activation of the identified disease pathways would enable early, accurate screening and personalized preventive therapies. We implemented a holistic approach that includes the utilization of different proteomic profiling methods of maternal plasma samples collected from various ethnic populations and the application of systems biology analysis to plasma proteomic, maternal demographic, clinical characteristic, and placental histopathologic data. This approach enabled the identification of four molecular subclasses of pre-eclampsia in which distinct and shared disease mechanisms are activated. The current review summarizes the results and conclusions from these studies and the research and clinical implications of our findings. 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Classification of preeclampsia according to molecular clusters with the goal of achieving personalized prevention. (2024) JOURNAL OF REPRODUCTIVE IMMUNOLOGY 0165-0378 1872-7603 161<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="10011696"><a href="/gui2/?type=authors&mode=browse&sel=10011696" target="_blank">Than Nándor Gábor ✉ (<span class="authorship-author-name">Than Nándor Gábor</span> <span class="authorAux-mtmt"> Rendszerbiológia</span>) </a> </span> <span class="author-affil"><span title="Research Centre for Natural Sciences">RCNS</span>/Institute of Enzymology; <span title="HUN-REN Research Centre for Natural Sciences">HUN-REN RCNS</span>/<span title="Institute of Molecular Life Sciences">IMLS</span>/Enzim_416; <span title="Semmelweis University">SU</span>/<span title="Faculty of Medicine">FM</span>/<span title="Clinical">C</span>/<span title="Department of Obsterics and Gynecology">DOG</span>/Department of Obsterics and Gynecology Baross Street Department </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Romero Roberto </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10082656"><a href="/gui2/?type=authors&mode=browse&sel=10082656" target="_blank">Posta Máté (<span class="authorship-author-name">Posta Máté</span> <span class="authorAux-mtmt"> Szülészet- és nőgyógyászat</span>) </a> </span> <span class="author-affil"><span title="HUN-REN Research Centre for Natural Sciences">HUN-REN RCNS</span>/<span title="Institute of Molecular Life Sciences">IMLS</span>/Enzim_416; <span title="Semmelweis University">SU</span>/School of PhD Studies</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10019484"><a href="/gui2/?type=authors&mode=browse&sel=10019484" target="_blank">Györffy Dániel (<span class="authorship-author-name">Györffy Dániel</span> <span class="authorAux-mtmt"> Bioinformatika</span>) </a> </span> <span class="author-affil"><span title="Research Centre for Natural Sciences">RCNS</span>/Institute of Enzymology; <span title="Pázmány Péter Catholic University">PPCU</span>/Információs Technológiai és Bionikai Kar</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10025710"><a href="/gui2/?type=authors&mode=browse&sel=10025710" target="_blank">Szalai Gábor (<span class="authorship-author-name">Szalai Gábor</span> <span class="authorAux-mtmt"> Radiológia</span>) </a> </span> <span class="author-affil"><span title="University of Pécs">UP</span>/<span title="Medical School">UPMS</span>/Surgery Clinic</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Rossi Simona W </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10010376"><a href="/gui2/?type=authors&mode=browse&sel=10010376" target="_blank">Szilágyi András (<span class="authorship-author-name">Szilágyi András</span> <span class="authorAux-mtmt"> Bioinformatika</span>) </a> </span> <span class="author-affil"><span title="Research Centre for Natural Sciences">RCNS</span>/Institute of Enzymology; <span title="HUN-REN Research Centre for Natural Sciences">HUN-REN RCNS</span>/<span title="Institute of Molecular Life Sciences">IMLS</span>/Enzim_416</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10012513"><a href="/gui2/?type=authors&mode=browse&sel=10012513" target="_blank">Hupuczi Petronella (<span class="authorship-author-name">Hupuczi Petronella</span> <span class="authorAux-mtmt"> Aneszteziológia és intenzív terápia</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 Anesthesoiology and Intensiv Therapy</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10034624"><a href="/gui2/?type=authors&mode=browse&sel=10034624" target="_blank">Nagy Sándor (<span class="authorship-author-name">Nagy Sándor</span> <span class="authorAux-mtmt"> szülészet-nőgyógyászat</span>) </a> </span> <span class="author-affil"><span title="Széchenyi István University">Széchenyi István University</span>/Faculty of Health and Sport Sciences; <span title="Széchenyi István University">Széchenyi István University</span>/<span title="Faculty of Health and Sport Sciences">FHSS</span>/Department of Obstetrics and Gynecology</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10039073"><a href="/gui2/?type=authors&mode=browse&sel=10039073" target="_blank">Török Olga (<span class="authorship-author-name">Török Olga</span> <span class="authorAux-mtmt"> szülészet-nőgyógyászat, klinikai genetika</span>) </a> </span> <span class="author-affil"><span title="University of Debrecen">UD</span>/<span title="Faculty of Medicine">Faculty of Medicine</span>/Department of Obstetrics and Gynecology</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Tarca Adi L </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Erez Offer </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10013998"><a href="/gui2/?type=authors&mode=browse&sel=10013998" target="_blank">Ács Nándor (<span class="authorship-author-name">Ács Nándor</span> <span class="authorAux-mtmt"> Szülészet-nőgyógyászat</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>/<span title="Department of Obsterics and Gynecology">DOG</span>/Department of Obsterics and Gynecology Üllői Street Department</span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="1373182"><a href="/gui2/?type=authors&mode=browse&sel=1373182" target="_blank">Papp Zoltán (<span class="authorship-author-name">Papp Zoltán</span> <span class="authorAux-mtmt"> Szülészet-nőgyógyászat, klinikai genetika</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>/<span title="Department of Obsterics and Gynecology">DOG</span>/Department of Obsterics and Gynecology Baross Street Department </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;34477407" target="_blank">Classification of preeclampsia according to molecular clusters with the goal of achieving personalized prevention</a></div> <div> <span class="journal-title">JOURNAL OF REPRODUCTIVE IMMUNOLOGY</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/0165-0378">0165-0378</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/1872-7603">1872-7603</a>)</span>: <span class="journal-volume">161</span> <span class="page"> Paper 104172. 8 p. </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_GOLD" title=" Gold "> <a style="color:blue" title="10.1016/j.jri.2023.104172" target="_blank" href="https://doi.org/10.1016/j.jri.2023.104172"> DOI </a> </span> <span class="id identifier oa_GOLD" title=" Gold "> <a style="color:black" title="3576" target="_blank" href="https://publikacio.ppke.hu/id/eprint/3576"> PPCE Publications </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="001147341400001" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001147341400001"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="85182229542" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85182229542"> Scopus </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="38141514" target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=38141514&dopt=Abstract"> PubMed </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Journal subject: Scopus - Immunology&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Immunology and Allergy&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Obstetrics and Gynecology&nbsp;&nbsp;&nbsp;Rank:&nbsp;Q2</div> <div class="journal-subject">Journal subject: Scopus - Reproductive Medicine&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: 13</span> | Independent citation: 8 | Self citation: 5 | Unknown citation: 0 | Number of citations in WoS: 10 | Number of citations in Scopus:&nbsp;13 | WoS/Scopus assigned:&nbsp;13 | Number of citations with DOI:&nbsp;13 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;34477407&sort=publishedYear,desc&sort=title"> Number of cited publications: 13 </a> </div> <div class="mtid"><span class="long-pub-mtid">Publication: 34477407</span> | <span class="status-data status-VALIDATED"> Validated </span> Core Citing | <span class="type-subtype">Journal Article ( Survey paper ) </span> | <span class="pub-category">Scientific</span> | <span class="publication-sourceOfData">PubMed XML</span> </div> <div class="funder"> (GINOP-2.1.7-15-2016-00415), (K128262), Piacvezérelt kutatás-fejlesztési és innovációs projektek támogatása(2020-1.1.2-PIACI-KFI-2021-00273) Funder: Nemzeti Kutatási, Fejlesztési és Innovációs Hivatal, (2020-1.1.5-GYORSÍTÓSÁV-2021-00012), (2019-2.1.7-ERANET-2020-00014) </div> <div class="lastModified">Last Modified: 2025.06.04. 09:35 Viktória Sifter (PPKE ITK admin 5) </div> <div class="lockedBy">Centrally managed 2025.05.07. 11:27 Andrea Vándor (VA, admin) </div> <pre class="comment" style="margin-top: 0; margin-bottom: 0;"><u>Comments</u>: Systems Biology of Reproduction Research Group, Institute of Enzymology, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary Department of Obstetrics and Gynecology, School of Medicine, Semmelweis University, Budapest, Hungary Maternity Private Clinic of Obstetrics and Gynecology, Budapest, Hungary Department of...</pre> </div></div>