MicroRNAs serve as prediction and treatment-response biomarkers of attention-deficit/hyperactivity disorder and promote the differentiation of neuronal cells by repressing the apoptosis pathway.
Liang-Jen WangHo-Chang KuoSheng-Yu LeeLien-Hung HuangYuyu LinPei-Hsien LinSung-Chou LiPublished in: Translational psychiatry (2022)
Attention-deficit/hyperactivity disorder (ADHD) is a highly heritable neurodevelopmental disorder. This study aimed to examine whether miRNA expression abundance in total white blood cells (WBCs) facilitated the identification of ADHD and reflected its response to treatment. Furthermore, whether miRNA markers facilitated the growth of the human cortical neuronal (HCN-2) cells was also investigated. Total WBC samples were collected from 145 patients and 83 controls, followed by RNA extraction and qPCR assays. Subsequently, WBC samples were also collected at the endpoint from ADHD patients who had undergone 12 months of methylphenidate treatment. The determined ΔCt values of 12 miRNAs were applied to develop an ADHD prediction model and to estimate the correlation with treatment response. The prediction model applying the ΔCt values of 12 examined miRNAs (using machine learning algorithm) demonstrated good validity in discriminating ADHD patients from controls (sensitivity: 96%; specificity: 94.2%). Among the 92 ADHD patients completing the 12-month follow-up, miR-140-3p, miR-27a-3p, miR-486-5p, and miR-151-5p showed differential trends of ΔCt values between treatment responders and non-responders. In addition, the in vitro cell model revealed that miR-140-3p and miR-126-5p promoted the differentiation of HCN-2 cells by enhancing the length of neurons and the number of junctions. Microarray and flow cytometry assays confirmed that this promotion was achieved by repressing apoptosis and/or necrosis. The findings of this study suggest that the expression levels of miRNAs have the potential to serve as both diagnostic and therapeutic biomarkers for ADHD. The possible biological mechanisms of these biomarker miRNAs in ADHD pathophysiology were also clarified.
Keyphrases
- attention deficit hyperactivity disorder
- autism spectrum disorder
- cell cycle arrest
- induced apoptosis
- working memory
- end stage renal disease
- ejection fraction
- newly diagnosed
- chronic kidney disease
- endoplasmic reticulum stress
- cell death
- computed tomography
- poor prognosis
- prognostic factors
- oxidative stress
- peritoneal dialysis
- machine learning
- flow cytometry
- risk assessment
- single cell
- spinal cord injury
- cell proliferation
- mesenchymal stem cells
- combination therapy
- cell therapy
- antibiotic resistance genes
- atomic force microscopy