{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T11:41:55Z","timestamp":1783510915228,"version":"3.55.0"},"reference-count":87,"publisher":"Oxford University Press (OUP)","issue":"4","license":[{"start":{"date-parts":[[2022,4,29]],"date-time":"2022-04-29T00:00:00Z","timestamp":1651190400000},"content-version":"vor","delay-in-days":1,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100005627","name":"Thrasher Research Fund","doi-asserted-by":"publisher","award":["15144"],"award-info":[{"award-number":["15144"]}],"id":[{"id":"10.13039\/100005627","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"publisher","award":["APP1171821"],"award-info":[{"award-number":["APP1171821"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000925","name":"National Health and Medical Research Council","doi-asserted-by":"publisher","award":["GNT1197173"],"award-info":[{"award-number":["GNT1197173"]}],"id":[{"id":"10.13039\/501100000925","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Australian Research Council Discovery Early Career Researcher","award":["DE200100200"],"award-info":[{"award-number":["DE200100200"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,27]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Preeclampsia is a pregnancy-specific disease that can have serious effects on the health of both mothers and their offspring. Predicting which women will develop preeclampsia in early pregnancy with high accuracy will allow for improved management. The clinical symptoms of preeclampsia are well recognized, however, the precise molecular mechanisms leading to the disorder are poorly understood. This is compounded by the heterogeneous nature of preeclampsia onset, timing and severity. Indeed a multitude of poorly defined causes including genetic components implicates etiologic factors, such as immune maladaptation, placental ischemia and increased oxidative stress. Large datasets generated by microarray and next-generation sequencing have enabled the comprehensive study of preeclampsia at the molecular level. However, computational approaches to simultaneously analyze the preeclampsia transcriptomic and network data and identify clinically relevant information are currently limited. In this paper, we proposed a control theory method to identify potential preeclampsia-associated genes based on both transcriptomic and network data. First, we built a preeclampsia gene regulatory network and analyzed its controllability. We then defined two types of critical preeclampsia-associated genes that play important roles in the constructed preeclampsia-specific network. Benchmarking against differential expression, betweenness centrality and hub analysis we demonstrated that the proposed method may offer novel insights compared with other standard approaches. Next, we investigated subtype specific genes for early and late onset preeclampsia. This control theory approach could contribute to a further understanding of the molecular mechanisms contributing to preeclampsia.<\/jats:p>","DOI":"10.1093\/bfgp\/elac006","type":"journal-article","created":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T12:14:12Z","timestamp":1648210452000},"page":"296-309","source":"Crossref","is-referenced-by-count":8,"title":["Identifying preeclampsia-associated genes using a control theory method"],"prefix":"10.1093","volume":"21","author":[{"given":"Xiaomei","family":"Li","sequence":"first","affiliation":[{"name":"UniSA STEM, University of South Australia , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lin","family":"Liu","sequence":"additional","affiliation":[{"name":"UniSA STEM, University of South Australia , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Clare","family":"Whitehead","sequence":"additional","affiliation":[{"name":"Pregnancy Research Centre , Dept of Obstetrics & Gynaecology, , Melbourne, 3052, VIC, Australia"},{"name":"University of Melbourne, Royal Women\u2019s Hospital , Dept of Obstetrics & Gynaecology, , Melbourne, 3052, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiuyong","family":"Li","sequence":"additional","affiliation":[{"name":"UniSA STEM, University of South Australia , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Thierry","sequence":"additional","affiliation":[{"name":"Future Industries Institute , , Mawson Lakes, 5095, SA, Australia"},{"name":"University of South Australia , , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thuc D","family":"Le","sequence":"additional","affiliation":[{"name":"UniSA STEM, University of South Australia , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marnie","family":"Winter","sequence":"additional","affiliation":[{"name":"Future Industries Institute , , Mawson Lakes, 5095, SA, Australia"},{"name":"University of South Australia , , Mawson Lakes, 5095, SA, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2022,4,28]]},"reference":[{"issue":"12","key":"2022072713585663900_ref1","first-page":"2317","article-title":"Diagnosis and management of preeclampsia","volume":"70","author":"Wagner","year":"2004","journal-title":"Am Fam Physician"},{"issue":"5","key":"2022072713585663900_ref2","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0128230","article-title":"Genome-wide transcriptome directed pathway analysis of maternal pre-eclampsia susceptibility 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