TY - JOUR
T1 - Early pathways, biomarkers, and four distinct molecular subclasses of preeclampsia
T2 - The intersection of clinical, pathological, and high-dimensional biology studies
AU - Than, Nándor Gábor
AU - Posta, Máté
AU - Györffy, Dániel
AU - Orosz, László
AU - Orosz, Gergő
AU - Rossi, Simona W.
AU - Ambrus-Aikelin, Géza
AU - Szilágyi, András
AU - Nagy, Sándor
AU - Hupuczi, Petronella
AU - Török, Olga
AU - Tarca, Adi L.
AU - Erez, Offer
AU - Papp, Zoltán
AU - Romero, Roberto
N1 - Publisher Copyright:
© 2022 The Authors
PY - 2022/7/1
Y1 - 2022/7/1
N2 - Preeclampsia is a syndromic disease of the mother, fetus, and placenta. The main limitation in early and accurate diagnosis of preeclampsia is rooted in the heterogeneity of this syndrome as reflected by diverse molecular pathways, symptoms, and clinical outcomes. Gaps in our knowledge preclude successful early diagnosis, personalized treatment, and prevention. The advent of “omics” technologies and systems biology approaches addresses this problem by identifying the molecular pathways associated with the underlying mechanisms and clinical phenotypes of preeclampsia. Here, we provide a brief overview on how the field has progressed, focusing on studies utilizing state-of-the-art transcriptomics and proteomics methods. Moreover, we summarize our systems biology studies involving maternal blood proteomics and placental transcriptomics, which identified early maternal and placental disease pathways and showed that their interaction influences the clinical presentation of preeclampsia. We also present an analysis of maternal blood proteomics data which revealed distinct molecular subclasses of preeclampsia and their molecular mechanisms. Maternal and placental disease pathways behind these subclasses are similar to those recently reported in studies on the placental transcriptome. These findings may promote the development of novel diagnostic tools for the distinct subtypes of preeclampsia syndrome, enabling early detection and personalized follow-up and tailored care of patients.
AB - Preeclampsia is a syndromic disease of the mother, fetus, and placenta. The main limitation in early and accurate diagnosis of preeclampsia is rooted in the heterogeneity of this syndrome as reflected by diverse molecular pathways, symptoms, and clinical outcomes. Gaps in our knowledge preclude successful early diagnosis, personalized treatment, and prevention. The advent of “omics” technologies and systems biology approaches addresses this problem by identifying the molecular pathways associated with the underlying mechanisms and clinical phenotypes of preeclampsia. Here, we provide a brief overview on how the field has progressed, focusing on studies utilizing state-of-the-art transcriptomics and proteomics methods. Moreover, we summarize our systems biology studies involving maternal blood proteomics and placental transcriptomics, which identified early maternal and placental disease pathways and showed that their interaction influences the clinical presentation of preeclampsia. We also present an analysis of maternal blood proteomics data which revealed distinct molecular subclasses of preeclampsia and their molecular mechanisms. Maternal and placental disease pathways behind these subclasses are similar to those recently reported in studies on the placental transcriptome. These findings may promote the development of novel diagnostic tools for the distinct subtypes of preeclampsia syndrome, enabling early detection and personalized follow-up and tailored care of patients.
KW - Class discovery
KW - Great obstetrical syndromes
KW - High-dimensional biology
KW - Liquid biopsy
KW - Personalized medicine
KW - Prenatal diagnosis
KW - “Omics” sciences
UR - http://www.scopus.com/inward/record.url?scp=85128172987&partnerID=8YFLogxK
U2 - 10.1016/j.placenta.2022.03.009
DO - 10.1016/j.placenta.2022.03.009
M3 - Article
C2 - 35428514
AN - SCOPUS:85128172987
SN - 0143-4004
VL - 125
SP - 10
EP - 19
JO - Placenta
JF - Placenta
ER -