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用于监测伴随妊娠发生的免疫变化的靶向血液转录组学检测面板的设计。

Design of a targeted blood transcriptional panel for monitoring immunological changes accompanying pregnancy.

机构信息

Shoklo Malaria Research Unit, Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Mae Sot, Thailand.

Swiss Tropical and Public Health Institute, Allschwil, Switzerland.

出版信息

Front Immunol. 2024 Jan 30;15:1319949. doi: 10.3389/fimmu.2024.1319949. eCollection 2024.

Abstract

BACKGROUND

Immunomodulatory processes exert steering functions throughout pregnancy. Detecting diversions from this physiologic immune clock may help identify pregnant women at risk for pregnancy-associated complications. We present results from a data-driven selection process to develop a targeted panel of mRNAs that may prove effective in detecting pregnancies diverting from the norm.

METHODS

Based on a dataset from a resource-constrained setting and a dataset from a resource-rich area readily available in the public domain, whole blood gene expression profiles of uneventful pregnancies were captured at multiple time points during pregnancy. BloodGen3, a fixed blood transcriptional module repertoire, was employed to analyze and visualize gene expression patterns in the two datasets. Differentially expressed genes were identified by comparing their abundance to non-pregnant postpartum controls. The selection process for a targeted gene panel considered (i) transcript abundance in whole blood; (ii) degree of correlation with the BloodGen3 module; and (iii) pregnancy biology.

RESULTS

We identified 176 transcripts that were complemented with eight housekeeping genes. Changes in transcript abundance were seen in the early stages of pregnancy and similar patterns were observed in both datasets. Functional gene annotation suggested significant changes in the lymphoid, prostaglandin and inflammation-associated compartments, when compared to the postpartum controls.

CONCLUSION

The gene panel presented here holds promise for the development of predictive, targeted, transcriptional profiling assays. Such assays might become useful for monitoring of pregnant women, specifically to detect potential adverse events early. Prospective validation of this targeted assay, in-depth investigation of functional annotations of differentially expressed genes, and assessment of common pregnancy-associated complications with the aim to identify these early in pregnancy to improve pregnancy outcomes are the next steps.

摘要

背景

免疫调节过程在整个怀孕期间发挥着主导作用。检测到这种生理免疫时钟的偏差可能有助于识别出患有与妊娠相关并发症风险的孕妇。我们展示了一个数据驱动的选择过程的结果,该过程旨在开发一个靶向 mRNA 面板,该面板可能在检测偏离正常的妊娠方面有效。

方法

基于来自资源有限环境的数据集和公共领域中易于获得的资源丰富地区的数据集,在妊娠的多个时间点捕获了无事件妊娠的全血基因表达谱。使用 BloodGen3(一种固定的血液转录模块库)分析和可视化两个数据集的基因表达模式。通过将其丰度与非妊娠产后对照组进行比较,确定差异表达基因。靶向基因面板的选择过程考虑了以下因素:(i)全血中的转录本丰度;(ii)与 BloodGen3 模块的相关性程度;(iii)妊娠生物学。

结果

我们鉴定了 176 个转录本,并用 8 个管家基因进行了补充。在妊娠早期观察到转录本丰度的变化,并且在两个数据集都观察到相似的模式。功能基因注释表明,与产后对照组相比,淋巴细胞、前列腺素和炎症相关的部分发生了显著变化。

结论

这里提出的基因面板为开发预测性、靶向性、转录谱分析方法提供了希望。这种分析方法可能对监测孕妇特别有用,特别是早期检测潜在的不良事件。对这种靶向分析方法进行前瞻性验证,深入研究差异表达基因的功能注释,并评估常见的妊娠相关并发症,旨在在妊娠早期识别这些并发症,以改善妊娠结局,这些都是下一步的研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5de4/10861739/8aec02475ce6/fimmu-15-1319949-g001.jpg

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