揭示与氧化应激相关的子痫前期诊断特征和分子亚型:对发病机制的新见解。

IF 3.6 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Free Radical Research Pub Date : 2024-05-01 Epub Date: 2024-06-04 DOI:10.1080/10715762.2024.2360015
Rurong Mao, Li Li, Penghao Li
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引用次数: 0

摘要

背景:子痫前期(PE)是一种复杂的妊娠疾病,以高血压和器官功能障碍为特征,影响母体和胎儿的健康。氧化应激与子痫前期的发病机制有关,但对其潜在的分子机制仍知之甚少。在本研究中,我们旨在确定与 PE 中氧化应激相关的诊断特征和分子亚型,以获得对其发病机制的新见解:方法:ssGSEA 算法利用 GSE75010 数据集中的转录数据评估氧化应激相关通路得分。从这些通路中收集了氧化应激相关基因(ORGs),并利用 LASSO 和逻辑回归模型确定了与 PE 相关的枢纽 ORGs。利用确定的 ORGs 构建了一个提名图预测模型。共识聚类确定了两个与氧化应激相关的分子亚群,分别标记为 C1 和 C2,它们具有独特的免疫特征和炎症通路特征:结果:在 PE 中发现了 70 个与氧化应激、细胞死亡和炎症相关通路有关的 ORGs。表皮生长因子受体、RIPK3 和 ALAD 被确认为 PE 生物标记物的核心 ORG。C1和C2亚组表现出不同的免疫特征和炎症通路特征:本研究为氧化应激在 PE 发病机制中的作用提供了新的见解。结论:本研究为氧化应激在 PE 发病机制中的作用提供了新的见解,确定了与氧化应激相关的诊断特征和分子亚型,这可能会改善对 PE 的理解、诊断和管理。
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Unveiling an oxidative stress-linked diagnostic signature and molecular subtypes in preeclampsia: novel insights into pathogenesis.

Preeclampsia (PE) is a complex pregnancy disorder characterized by hypertension and organ dysfunction, affecting both maternal and fetal health. Oxidative stress has been implicated in the pathogenesis of PE, but the underlying molecular mechanisms remain poorly understood. In this study, we aimed to identify a diagnostic signature and molecular subtypes associated with oxidative stress in PE to gain novel insights into its pathogenesis. The ssGSEA algorithm evaluated oxidative stress-related pathway scores using transcriptional data from the GSE75010 dataset. Oxidative stress-related genes (ORGs) were co lected from these pathways, and hub ORGs associated with PE were identified using the LASSO and logistic regression models. A nomogram prediction model was constructed using the identified ORGs. Consensus clustering identified two molecular subgroups related to oxidative stress, labeled as C1 and C2, with unique immune characteristics and inflammatory pathway profiles. Seventy ORGs associated with oxidative stress, ce l death, and inflammation-related pathways were identified in PE. EGFR, RIPK3, and ALAD were confirmed as core ORGs for PE biomarkers. The C1 and C2 subgroups exhibited distinct immune characteristics and inflammatory pathway profiles. This study provides novel insights into the role of oxidative stress in PE pathogenesis. A diagnostic signature and molecular subtypes associated with oxidative stress were identified, which may improve understanding, diagnosis, and management of PE.

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来源期刊
Free Radical Research
Free Radical Research 生物-生化与分子生物学
CiteScore
6.70
自引率
0.00%
发文量
47
审稿时长
3 months
期刊介绍: Free Radical Research publishes high-quality research papers, hypotheses and reviews in free radicals and other reactive species in biological, clinical, environmental and other systems; redox signalling; antioxidants, including diet-derived antioxidants and other relevant aspects of human nutrition; and oxidative damage, mechanisms and measurement.
期刊最新文献
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