Advancing diagnosis and early risk assessment of preeclampsia through noninvasive cell-free DNA methylation profiling.

IF 4.8 2区 医学 Q1 GENETICS & HEREDITY
Machteld Baetens, Bram Van Gaever, Stephanie Deblaere, Andries De Koker, Leander Meuris, Nico Callewaert, Sandra Janssens, Kristien Roelens, Ellen Roets, Jo Van Dorpe, Isabelle Dehaene, Björn Menten
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引用次数: 0

Abstract

Background: Aberrant embryo implantation and suboptimal placentation can lead to (severe) complications such as preeclampsia and fetal growth restriction later in pregnancy. Current identification of high-risk pregnancies relies on a combination of risk factors, biomarkers, and ultrasound examinations, a relatively inaccurate approach. Previously, aberrant DNA methylation due to placental hypoxia has been identified as a potential marker of placental insufficiency and, hence, potential (future) pregnancy complications. The goal of the Early Prediction of prEgnancy Complications Testing, or the ExPECT study, is to validate a genome-wide, cell-free DNA (cfDNA) methylation strategy to diagnose preeclampsia accurately. More importantly, the predictive potential of this strategy is also explored to reliably identify high-risk pregnancies early in gestation. Furthermore, a longitudinal study was conducted, including sequential blood samples from pregnant individuals experiencing both uneventful and complicated gestations, to assess the methylation dynamics of cfDNA throughout these pregnancies. A significant strength of this study is its enzymatic digest, which enriches CpG-rich regions across the genome without the need for proprietary reagents or prior selection of regions of interest. This makes it useful for the cost-effective discovery of novel markers.

Results: Investigation of methylation patterns throughout pregnancy showed different methylation trends between unaffected and affected pregnancies. We detected differentially methylated regions (DMRs) in pregnancies complicated with preeclampsia as early as 12 weeks of gestation, with distinct differences in the methylation profile between early and late pregnancy. Two classification models were developed to diagnose and predict preeclampsia, demonstrating promising results on a small set of validation samples.

Conclusions: This study offers valuable insights into methylation changes at specific genomic regions throughout pregnancy, revealing critical differences between normal and complicated pregnancies. The power of noninvasive cfDNA methylation profiling was successfully proven, suggesting the potential to integrate this noninvasive approach into routine prenatal care.

通过无创无细胞DNA甲基化分析推进子痫前期的诊断和早期风险评估。
背景:异常胚胎植入和次优胎盘可导致(严重)并发症,如妊娠后期子痫前期和胎儿生长受限。目前对高危妊娠的识别依赖于危险因素、生物标志物和超声检查的组合,这是一种相对不准确的方法。此前,胎盘缺氧引起的异常DNA甲基化已被确定为胎盘功能不全的潜在标志,因此,潜在的(未来的)妊娠并发症。妊娠并发症早期预测测试(ExPECT)的目标是验证全基因组无细胞DNA (cfDNA)甲基化策略,以准确诊断子痫前期。更重要的是,这一策略的预测潜力也被用于在妊娠早期可靠地识别高危妊娠。此外,还进行了一项纵向研究,包括从经历过平稳妊娠和复杂妊娠的孕妇中连续采集血液样本,以评估妊娠期间cfDNA的甲基化动态。这项研究的一个显著优势是它的酶消化,它丰富了整个基因组中富含cpg的区域,而不需要专有试剂或预先选择感兴趣的区域。这使得它对具有成本效益的新标记物的发现非常有用。结果:整个妊娠期间甲基化模式的调查显示,在未受影响和受影响的妊娠期间甲基化趋势不同。早在妊娠12周时,我们就在伴有先兆子痫的妊娠患者中检测到差异甲基化区(DMRs),在妊娠早期和晚期甲基化谱上存在明显差异。开发了两种分类模型来诊断和预测子痫前期,在一小部分验证样本上显示出有希望的结果。结论:该研究为妊娠期间特定基因组区域的甲基化变化提供了有价值的见解,揭示了正常妊娠和复杂妊娠之间的关键差异。非侵入性cfDNA甲基化分析的力量已被成功证明,表明将这种非侵入性方法整合到常规产前护理中的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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