Functional connectivity and network analysis in adolescents with major depressive disorder showing suicidal behavior

• Published in: Journal of affective disorders 2023-12, Vol.343, p.42-49
• Main Authors: Chi, SuHyuk, Mok, Young Eun, Lee, Jong-ha, Suh, Sang-il, Han, Changsu, Lee, Moon-Soo
• Format: Article
• Language: English
• ISSN: 0165-0327; 1573-2517
• DOI: 10.1016/j.jad.2023.09.027

This study aimed to gather a homogeneous sample of adolescent patients to analyze the differences in functional connectivity and brain network parameters between suicidal and non-suicidal major depressive disorder (MDD) patients using a data-driven whole-brain approach. Patients recruited at the psychiatry department of Korea University Guro Hospital from November 2014 to March 2020 were diagnosed with MDD, were 13–18 years old, had IQ scores >80, had no family history of psychotic or personality disorders, had no smoking or alcohol consumption history, and were drug-naïve to psychotropic medication. Depressive symptoms were assessed using the Hamilton Depression Rating Scale and the Children's Depression Inventory. Structural and functional MRI scans were conducted and analyzed using the CONN toolbox. Of 74 enrolled patients, 62 were analyzed. Regions of interest (ROIs) showing higher betweenness centrality in non-suicidal patients were the left superior temporal gyrus and left supramarginal gyrus. ROIs showing higher betweenness centrality in suicidal patients were the right hippocampus, left intracalcarine cortex, right inferior temporal gyrus, and the lateral visual network. Suicidal patients also showed different resting state functional connectivity profiles from non-suicidal patients. Small sample size. Suicidal patients may overthink and overvalue future risks while having a more negatively biased autobiographical memory. Social cognition and the ability to overcome egocentricity bias seem to weaken. Such features can disrupt cognitive recovery and resilience, leading to more suicidal behaviors. Therefore, increased suicidality is not acquired, but is an innate trait. •Adolescent drug-naïve major depressive disorder patients with/without suicidal behavior were analyzed.•Patients with suicidal behavior showed different network properties compared to non-suicidal patients.•Suicidal patients are associated with certain cognitive weaknesses that could be more innate than acquired.