Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Program in Public Health, Department of Family, Population, and Preventive Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA.
J Psychiatr Res. 2024 Oct;178:270-277. doi: 10.1016/j.jpsychires.2024.08.017. Epub 2024 Aug 15.
Earlier studies have revealed microRNAs (miRNAs) as potential biomarkers for neurological conditions, however, such evidence on psychiatric outcomes is limited. We utilized the Normative Aging Study (NAS) cohort to investigate the associations between extracellular miRNAs (ex-miRNA) and psychiatric symptoms among a group of older male adults, along with the targeted genes and biological pathways. We studied 569 participants with miRNA profile primarily measured in extracellular vesicles isolated from plasma, and psychiatric symptoms reported over 1996-2014 with repeated measures. Global and dimension scales of psychiatric symptoms were measured via the administration of Brief Symptom Inventory (BSI) per visit covering nine aspects of psychiatric health, such as anxiety, depression, hostility, psychoticism, etc. Ex-miRNAs were profiled using small RNA sequencing. Associations of expression of 395 ex-miRNAs (present in >70% samples) with current mental status were assessed using single-miRNA as well as Least Absolute Shrinkage and Selection Operator (LASSO)-based multi-miRNAs linear mixed effects models adjusting for key demographic and behavioral factors. Biological functions were explored using pathway analyses. We identified ex-miRNAs associated with each BSI scale. In particular, hsa-miR-320d was consistently identified for two global scales. Similar overlapping miRNAs across global and dimension scores included hsa-miR-379-3p, hsa-miR-1976, hsa-miR-151a-5p, hsa-miR-151b, hsa-miR-144-3p, etc. Top KEGG pathways for identified miRNAs included p53 signaling, Hippo signaling, FoxO signaling, protein processing in endoplasmic reticulum and several pathways related with cancer and neurological diseases. This study provided early evidence supporting the associations between extracellular miRNAs and psychiatric conditions. MiRNAs may serve as biomarkers of subclinical psychiatric illness in older adults.
早期研究表明 microRNAs(miRNAs)可能是神经疾病的生物标志物,然而,关于精神疾病结果的证据有限。我们利用规范老化研究(NAS)队列,调查了一组老年男性中细胞外 miRNAs(ex-miRNA)与精神症状之间的关联,以及靶向基因和生物学途径。我们研究了 569 名参与者,其 miRNA 谱主要在从血浆中分离的细胞外囊泡中测量,并且在 1996-2014 年间通过重复测量报告了精神症状。通过每次访问的 Brief Symptom Inventory(BSI)进行全球和维度的精神症状测量,涵盖精神健康的九个方面,如焦虑、抑郁、敌意、精神病等。使用小 RNA 测序对 ex-miRNAs 进行分析。使用单 miRNA 以及基于最小绝对收缩和选择算子(LASSO)的多 miRNAs 线性混合效应模型评估 395 个 ex-miRNA(存在于>70%的样本中)与当前精神状态的表达相关性,该模型调整了关键的人口统计学和行为因素。使用途径分析探索生物学功能。我们确定了与每个 BSI 量表相关的 ex-miRNA。特别是,hsa-miR-320d 始终与两个全球量表相关。在全球和维度评分中具有相似重叠的 miRNA 包括 hsa-miR-379-3p、hsa-miR-1976、hsa-miR-151a-5p、hsa-miR-151b、hsa-miR-144-3p 等。鉴定 miRNA 的 top KEGG 途径包括 p53 信号、Hippo 信号、FoxO 信号、内质网中的蛋白质加工以及与癌症和神经疾病相关的几个途径。这项研究提供了支持细胞外 miRNAs 与精神疾病之间关联的早期证据。miRNAs 可能作为老年人群亚临床精神疾病的生物标志物。