Low- and high-level information analyses of transcriptome connecting endometrial-decidua-placental origin of preeclampsia subtypes: A preliminary study
Sufriyana, H.; Wu, Y.-W.; Su, E. C.-Y.
Show abstract
BackgroundExisting proposed pathogenesis for preeclampsia (PE) was only applied for early onset subtype and did not consider pre-pregnancy and competing risks. We aimed to decipher PE subtypes by identifying related transcriptome that represents endometrial maturation and histologic chorioamnionitis. MethodsWe utilized eight arrays of mRNA expression for discovery (n=289), and other eight arrays for validation (n=352). Differentially expressed genes (DEGs) were overlapped between those of: (1) healthy samples from endometrium, decidua, and placenta, and placenta samples under histologic chorioamnionitis; and (2) placenta samples for each of the subtypes. They were all possible combinations based on four axes: (1) pregnancy-induced hypertension; (2) placental dysfunction-related diseases (e.g., fetal growth restriction [FGR]); (3) onset; and (4) severity. ResultsThe DEGs of endometrium at late-secretory phase, but none of decidua, significantly overlapped with those of any subtypes with: (1) early onset (p-values [≤]0.008); (2) severe hypertension and proteinuria (p-values [≤]0.042); or (3) chronic hypertension and/or severe PE with FGR (p-values [≤]0.042). Although sharing the same subtypes whose DEGs with which significantly overlap, the gene regulation was mostly counter-expressed in placenta under chorioamnionitis (n=13/18, 72.22%; odds ratio [OR] upper bounds [≤]0.21) but co-expressed in late-secretory endometrium (n=3/9, 66.67%; OR lower bounds [≥]1.17). Neither the placental DEGs at first-nor second-trimester under normotensive pregnancy significantly overlapped with those under late-onset, severe PE without FGR. ConclusionsWe identified the transcriptome of endometrial maturation in placental dysfunction that distinguished early- and late-onset PE, and indicated chorioamnionitis as a PE competing risk. This study implied a feasibility to develop and validate the pathogenesis models that include pre-pregnancy and competing risks to decide if it is needed to collect prospective data for PE starting from pre-pregnancy including chorioamnionitis information.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Changes in pregnancy-related serum biomarkers early in gestation are associated with later development of preeclampsia 96%
- Placental vascular remodeling in pregnant women with COVID-19 95%
- Unique transcriptomic landscapes identified in idiopathic spontaneous and infection related preterm births compared to normal term births 94%
Similar papers in this journal
Similar papers in this journal
- Integrated Protein Network Analysis of Whole Exome Sequencing of Severe Preeclampsia 95%
- Prenatal Diagnosis of Fetuses with Increased Nuchal Translucency by Genome Sequencing Analysis 92%
- Identification of Platform-Independent Diagnostic Biomarker Panel for Hepatocellular Carcinoma using Large-scale Transcriptomics Data 91%
Similar papers in this journal
- ACVR2A Facilitates Trophoblast Cell Invasion through TCF7/c-JUN Pathway in Pre-eclampsia Progression 96%
- Fibroblast activation during decidualization: Embryo-derived TNFα induction of PGI2-PPARδ-ACTIVIN A pathway through luminal epithelium 95%
- Interleukin-33 stimulates stress in the endoplasmic reticulum of the human myometrium via an influx of calcium during initiation of labor 95%
Similar papers in this journal
- Signature transcriptome analysis of stage specific atherosclerotic plaques of patients 92%
- Characterizing sensitivity and coverage of clinical WGS as a diagnostic test for genetic disorders 90%
- MinION™, a portable long-read sequencer, enables rapid vaginal microbiota analysis in a clinical setting 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.