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探讨早产子痫前期和足月子痫前期之间共同的免疫相关基因的分子特征及潜在临床意义。

Exploration of the molecular characteristics and potential clinical significance of shared immune-related genes between preterm preeclampsia and term preeclampsia.

机构信息

Department of Obstetrics and Gynecology, The First Affiliated Hospital of Jinan University, No. 613, Huangpu Road west, Tianhe district, Guangdong, 510630, China.

Department of Obstetrics and Gynecology, Peking University Shenzhen Hospital, Shenzhen, 518000, China.

出版信息

BMC Pregnancy Childbirth. 2024 Aug 15;24(1):543. doi: 10.1186/s12884-024-06526-8.

Abstract

BACKGROUND

Preeclampsia is a severe obstetric disorder that significantly affects the maternal and neonatal peri-partum safety and long-term quality of life. However, there is limited research exploring the common mechanisms and potential clinical significance between early-onset preeclampsia and full-term preeclampsia from an immunological perspective.

METHODS

In this study, data analysis was conducted. Initially, immune-related co-expressed genes involving both subtypes of preeclampsia were identified through Weighted Gene Co-expression Network Analysis (WGCNA). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were further employed to investigate the shared pathways regulated by immune-related genes. Binary logistic regression identified co-expressed genes with diagnostic value for preeclampsia, and a diagnostic model was constructed. Gene Set Enrichment Analysis (GSEA) predicted the potential biological functions of the selected genes. Lasso and Cox regression analyses identified genes closely associated with gestational duration, and a risk score model was established. A 4-gene feature, immune-related gene model for predicting the risk of preterm birth in preeclamptic pregnant women, was developed and validated through qPCR experiments. Immune cell infiltration analysis determined differences in immune cell infiltration between the two subtypes of preeclampsia.

RESULTS

This study identified 4 immune-related co-expressed genes (CXCR6, PIK3CB, IL1RAP, and OSMR). Additionally, diagnostic and preterm birth risk prediction models for preeclampsia were constructed based on these genes. GSEA analysis suggested the involvement of these genes in the regulation of galactose metabolism, notch signaling pathway, and RIG-I like receptor signaling pathway. Immune pathway analysis indicated that the activation of T cell co-inhibition could be a potential intervention target for immunotherapy in early-onset preeclampsia.

CONCLUSION

Our study provides promising insights into immunotherapy and mechanistic research for preeclampsia, discovering novel diagnostic and intervention biomarkers, and offering personalized diagnostic tools for preeclampsia.

摘要

背景

子痫前期是一种严重的产科疾病,严重影响母婴围产期安全和长期生活质量。然而,从免疫学角度探讨早发型子痫前期和足月子痫前期的共同机制和潜在临床意义的研究还很有限。

方法

本研究进行了数据分析。首先,通过加权基因共表达网络分析(WGCNA)确定涉及两种子痫前期亚型的免疫相关共表达基因。进一步进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析,以研究免疫相关基因调控的共享途径。二项逻辑回归确定具有子痫前期诊断价值的共表达基因,并构建诊断模型。基因集富集分析(GSEA)预测所选基因的潜在生物学功能。Lasso 和 Cox 回归分析确定与妊娠持续时间密切相关的基因,并建立风险评分模型。通过 qPCR 实验开发和验证了一种用于预测子痫前期孕妇早产风险的 4 基因特征,即免疫相关基因预测模型。免疫细胞浸润分析确定了两种子痫前期亚型之间免疫细胞浸润的差异。

结果

本研究确定了 4 个免疫相关共表达基因(CXCR6、PIK3CB、IL1RAP 和 OSMR)。此外,基于这些基因构建了子痫前期的诊断和早产风险预测模型。GSEA 分析表明这些基因参与了半乳糖代谢、Notch 信号通路和 RIG-I 样受体信号通路的调节。免疫途径分析表明,T 细胞共抑制的激活可能是早发型子痫前期免疫治疗的潜在干预靶点。

结论

我们的研究为子痫前期的免疫治疗和机制研究提供了有前景的见解,发现了新的诊断和干预生物标志物,并为子痫前期提供了个性化的诊断工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf49/11328443/5b4d79dc5661/12884_2024_6526_Fig3_HTML.jpg

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