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Introduction: Preeclampsia (PE) is a severe obstetric complication characterized by trophoblastic dysfunction and compromised placental development. Cellular senescence has been notably reported in PE trophoblasts, which contributes to placental dysfunction. However, the underlying molecular mechanisms and key regulatory targets governing this process remain poorly understood.
Methods: We analyzed PE-associated single-cell RNA sequencing (GSE173193), ChIP detection (GSE24129), and bulk transcriptome (GSE75010) datasets from GEO database. Through integrated analysis of trophoblast-specific differential expression, weighted gene co-expression network analysis (WGCNA), and senescence-related gene profiles, we identified BHLHE40 and NDRG1 as key regulatory molecules. Their clinical predictive value was comprehensively assessed via the nomogram model. Bioinformatic findings were systematically validated in human PE placentas and LPS-induced PE rat model. The functional effects of BHLHE40 and NDRG1 overexpression on trophoblastic senescence were extensively evaluated in vitro.
Results: BHLHE40 and NDRG1 emerged as crucial regulators of trophoblastic senescence in PE, demonstrating significant predictive value for adverse pregnancy outcomes. Both molecules showed consistent aberrant overexpression in human PE placentas and LPS-induced PE rat placentas. Importantly, their overexpression significantly accelerated cellular senescence in trophoblasts in vitro.
Discussion: Through integrated bioinformatic analysis and experimental validation, we reveal BHLHE40 and NDRG1 as key regulators of abnormal trophoblast senescence in PE, providing new insights into placental dysfunction mechanisms and potential therapeutic targets in PE management.
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http://dx.doi.org/10.1016/j.placenta.2025.06.009 | DOI Listing |
Placenta
August 2025
Department of Obstetrics and Gynecology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, Anhui, China; Shannan People's Hospital of Xizang Autonomous Region, Shannan, Xizang Autonomous Region, 856001, China.
Introduction: Preeclampsia (PE) is a severe obstetric complication characterized by trophoblastic dysfunction and compromised placental development. Cellular senescence has been notably reported in PE trophoblasts, which contributes to placental dysfunction. However, the underlying molecular mechanisms and key regulatory targets governing this process remain poorly understood.
View Article and Find Full Text PDFComput Methods Biomech Biomed Engin
April 2025
Department of Oncology, Jinhua Central Hospital, Jinhua, Zhejiang, China.
PE is a serious form of pregnancy-related hypertension. Hypoxia can induce cellular dysfunction, adversely affecting both the infant and the mother. This study aims to investigate the relationship between HRGs and the diagnosis of PE, seeking to enhance our understanding of potential molecular mechanisms and offer new perspectives for the detection and treatment of the condition.
View Article and Find Full Text PDFBMC Bioinformatics
May 2022
Departamento de Bioquímica, Universidad Autónoma de Madrid (UAM), 28029, Madrid, Spain.
Molecular gene signatures are useful tools to characterize the physiological state of cell populations, but most have developed under a narrow range of conditions and cell types and are often restricted to a set of gene identities. Focusing on the transcriptional response to hypoxia, we aimed to generate widely applicable classifiers sourced from the results of a meta-analysis of 69 differential expression datasets which included 425 individual RNA-seq experiments from 33 different human cell types exposed to different degrees of hypoxia (0.1-5%[Formula: see text]) for 2-48 h.
View Article and Find Full Text PDFLife Sci
September 2021
Defence Institute of Physiology and Allied Sciences, Defence Research and Development Organization, Lucknow Road, Timarpur, Delhi, India. Electronic address:
Aims: Hypoxia, a pathophysiological condition, is profound in several cardiopulmonary diseases (CPD). Every individual's lethality to a hypoxia state differs in terms of hypoxia exposure time, dosage units and dependent on the individual's genetic makeup. Most of the proposed markers for CPD were generally aim to distinguish disease samples from normal samples.
View Article and Find Full Text PDFSci Rep
September 2015
Medical and Clinical Genetics, University of Helsinki and Helsinki University Hospital, Helsinki, FI-00014, Finland.
Pre-eclampsia is a common and complex pregnancy disorder that often involves impaired placental development. In order to identify altered gene expression in pre-eclamptic placenta, we sequenced placental transcriptomes of nine pre-eclamptic and nine healthy pregnant women in pools of three. The differential gene expression was tested both by including all the pools in the analysis and by excluding some of the pools based on phenotypic characteristics.
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