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迈向应激障碍精准医学:诊断生物标志物和靶向药物。

Towards precision medicine for stress disorders: diagnostic biomarkers and targeted drugs.

机构信息

Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.

Indianapolis VA Medical Center, Indianapolis, IN, USA.

出版信息

Mol Psychiatry. 2020 May;25(5):918-938. doi: 10.1038/s41380-019-0370-z. Epub 2019 Mar 12.

DOI:10.1038/s41380-019-0370-z
PMID:30862937
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7192849/
Abstract

The biological fingerprint of environmental adversity may be key to understanding health and disease, as it encompasses the damage induced as well as the compensatory reactions of the organism. Metabolic and hormonal changes may be an informative but incomplete window into the underlying biology. We endeavored to identify objective blood gene expression biomarkers for psychological stress, a subjective sensation with biological roots. To quantify the stress perception at a particular moment in time, we used a simple visual analog scale for life stress in psychiatric patients, a high-risk group. Then, using a stepwise discovery, prioritization, validation, and testing in independent cohort design, we were successful in identifying gene expression biomarkers that were predictive of high-stress states and of future psychiatric hospitalizations related to stress, more so when personalized by gender and diagnosis. One of the top biomarkers that survived discovery, prioritization, validation, and testing was FKBP5, a well-known gene involved in stress response, which serves as a de facto reassuring positive control. We also compared our biomarker findings with telomere length (TL), another well-established biological marker of psychological stress and show that newly identified predictive biomarkers such as NUB1, APOL3, MAD1L1, or NKTR are comparable or better state or trait predictors of stress than TL or FKBP5. Over half of the top predictive biomarkers for stress also had prior evidence of involvement in suicide, and the majority of them had evidence in other psychiatric disorders, providing a molecular underpinning for the effects of stress in those disorders. Some of the biomarkers are targets of existing drugs, of potential utility in patient stratification, and pharmacogenomics approaches. Based on our studies and analyses, the biomarkers with the best overall convergent functional evidence (CFE) for involvement in stress were FKBP5, DDX6, B2M, LAIR1, RTN4, and NUB1. Moreover, the biomarker gene expression signatures yielded leads for possible new drug candidates and natural compounds upon bioinformatics drug repurposing analyses, such as calcium folinate and betulin. Our work may lead to improved diagnosis and treatment for stress disorders such as PTSD, that result in decreased quality of life and adverse outcomes, including addictions, violence, and suicide.

摘要

环境逆境的生物学特征可能是理解健康和疾病的关键,因为它包含了机体诱导的损伤以及代偿反应。代谢和激素变化可能是一个有信息但不完整的窗口,可以了解潜在的生物学机制。我们试图确定心理压力的客观血液基因表达生物标志物,这是一种具有生物学根源的主观感觉。为了量化特定时刻的压力感知,我们在精神疾病患者(高危人群)中使用了一种简单的生活压力视觉模拟量表。然后,我们使用逐步发现、优先级排序、验证和独立队列设计中的测试,成功地确定了可预测高压力状态和与压力相关的未来精神病住院的基因表达生物标志物,尤其是通过性别和诊断进行个性化时。在发现、优先级排序、验证和测试中幸存下来的顶级生物标志物之一是 FKBP5,这是一种已知参与应激反应的基因,是事实上的令人放心的阳性对照。我们还将我们的生物标志物发现与端粒长度 (TL) 进行了比较,TL 是另一种公认的心理压力生物标志物,并表明新确定的预测生物标志物,如 NUB1、APOL3、MAD1L1 或 NKTR,与 TL 或 FKBP5 相比,是压力的状态或特征的更好预测因子。超过一半的压力预测生物标志物之前也有涉及自杀的证据,而且它们中的大多数在其他精神疾病中也有证据,为这些疾病中压力的影响提供了分子基础。一些生物标志物是现有药物的靶点,具有潜在的患者分层和药物基因组学应用价值。基于我们的研究和分析,对于应激参与具有最佳整体收敛功能证据 (CFE) 的生物标志物是 FKBP5、DDX6、B2M、LAIR1、RTN4 和 NUB1。此外,生物标志物基因表达谱通过生物信息学药物再利用分析产生了可能的新药物候选物和天然化合物的线索,例如叶酸钙和桦木醇。我们的工作可能会导致创伤后应激障碍等应激障碍的诊断和治疗得到改善,从而降低生活质量并产生不良后果,包括成瘾、暴力和自杀。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc82/7192849/25a1182c359e/41380_2019_370_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc82/7192849/78170562faef/41380_2019_370_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc82/7192849/25a1182c359e/41380_2019_370_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc82/7192849/78170562faef/41380_2019_370_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc82/7192849/25a1182c359e/41380_2019_370_Fig2_HTML.jpg

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