Alterations in microRNA of extracellular vesicles associated with major depression, attention-deficit/hyperactivity and anxiety disorders in adolescents.
Jessica Honorato-MauerGabriela XavierVanessa Kiyomi OtaSamar Nasser ChehimiFernanda MafraCássia CuócoLucas Toshio ItoRafaella OrmondPaula Fontes AsprinoAdrielle OliveiraAmanda Victoria Gomes BugigaAna Claudia TorrecilhasRodrigo Affonseca BressanGisele Gus ManfroEuripedes Constantino MiguelLuis Augusto RohdePedro Mario PanGiovanni Abrahão SalumRenata PellegrinoSintia Nogueira BelangeroMarcos Leite SantoroPublished in: Translational psychiatry (2023)
Extracellular vesicles (EVs) are present in numerous peripheral bodily fluids and function in critical biological processes, including cell-to-cell communication. Most relevant to the present study, EVs contain microRNAs (miRNAs), and initial evidence from the field indicates that miRNAs detected in circulating EVs have been previously associated with mental health disorders. Here, we conducted an exploratory longitudinal and cross-sectional analysis of miRNA expression in serum EVs from adolescent participants. We analyzed data from a larger ongoing cohort study, evaluating 116 adolescent participants at two time points (wave 1 and wave 2) separated by three years. Two separate data analyses were employed: A cross-sectional analysis compared individuals diagnosed with Major Depressive Disorder (MDD), Anxiety disorders (ANX) and Attention deficit/Hyperactivity disorder (ADHD) with individuals without psychiatric diagnosis at each time point. A longitudinal analysis assessed changes in miRNA expression over time between four groups showing different diagnostic trajectories (persistent diagnosis, first incidence, remitted and typically developing/control). Total EVs were isolated, characterized by size distribution and membrane proteins, and miRNAs were isolated and sequenced. We then selected differentially expressed miRNAs for target prediction and pathway enrichment analysis. In the longitudinal analysis, we did not observe any statistically significant results. In the cross-sectional analysis: in the ADHD group, we observed an upregulation of miR-328-3p at wave 1 only; in the MDD group, we observed a downregulation of miR-4433b-5p, miR-584-5p, miR-625-3p, miR-432-5p and miR-409-3p at wave 2 only; and in the ANX group, we observed a downregulation of miR-432-5p, miR-151a-5p and miR-584-5p in ANX cases at wave 2 only. Our results identified previously observed and novel differentially expressed miRNAs and their relationship with three mental health disorders. These data are consistent with the notion that these miRNAs might regulate the expression of genes associated with these traits in genome-wide association studies. The findings support the promise of continued identification of miRNAs contained within peripheral EVs as biomarkers for mental health disorders.
Keyphrases
- mental health
- attention deficit hyperactivity disorder
- major depressive disorder
- cross sectional
- poor prognosis
- autism spectrum disorder
- cell proliferation
- working memory
- big data
- electronic health record
- gene expression
- machine learning
- depressive symptoms
- long non coding rna
- mental illness
- artificial intelligence
- mesenchymal stem cells
- cell therapy
- genome wide association
- chemotherapy induced