{"title":"Effects of bilateral repetitive transcranial magnetic stimulation on prospective memory in patients with schizophrenia: A double-blind randomized controlled clinical trial.","authors":"Fen Xue, Xin-Fu Wang, Fan-Ni Kong, Tian-Lu Yin, Yu-Hong Wang, Li-Da Shi, Xiao-Wen Liu, Hui-Jing Yu, Li-Jun Liu, Ping Zhu, Xiao-Xue Qi, Xue-Jing Xu, Hong-Pu Hu, Su-Xia Li","doi":"10.1002/npr2.12397","DOIUrl":"10.1002/npr2.12397","url":null,"abstract":"<p><strong>Aims: </strong>To investigate effects of repetitive transcranial magnetic stimulation (rTMS) on the prospective memory (PM) in patients with schizophrenia (SCZ).</p><p><strong>Methods: </strong>Fifty of 71 patients completed this double-blind placebo-controlled randomized trial and compared with 18 healthy controls' (HCs) PM outcomes. Bilateral 20 Hz rTMS to the dorsolateral prefrontal cortex at 90% RMT administered 5 weekdays for 4 weeks for a total of 20 treatments. The Positive and Negative Symptom Scale (PANSS), the Scale for the Assessment of Negative Symptoms (SANS), and PM test were assessed before and after treatment.</p><p><strong>Results: </strong>Both Event-based PM (EBPM) and Time-based PM (TBPM) scores at baseline were significantly lower in patients with SCZ than that in HCs. After rTMS treatments, the scores of EBPM in patients with SCZ was significantly improved and had no differences from that in HCs, while the scores of TBPM did not improved. The negative symptom scores on PANSS and the scores of almost all subscales and total scores of SANS were significantly improved in both groups.</p><p><strong>Conclusions: </strong>Our findings indicated that bilateral high-frequency rTMS treatment can alleviate EBPM but not TBPM in patients with SCZ, as well as improve the negative symptoms.</p><p><strong>Significance: </strong>Our results provide one therapeutic option for PM in patients with SCZ.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"97-108"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932802/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138488052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Practical clinical guidelines and pharmacological treatment for attention-deficit hyperactivity disorder in Asia.","authors":"Kentaro Kawabe, Fumie Horiuchi, Yu Matsumoto, Saori Inoue, Maya Okazawa, Rie Hosokawa, Kiwamu Nakachi, Junya Soga, Shu-Ichi Ueno","doi":"10.1002/npr2.12381","DOIUrl":"10.1002/npr2.12381","url":null,"abstract":"<p><p>Attention-deficit hyperactivity disorder (ADHD) is characterized by persistent symptoms of inattention, hyperactivity, and impulsivity. Both, stimulant and nonstimulant medications have been approved for the treatment of this disorder. Several Western guidelines recommend the use of prescribed Food and Drug Administration (FDA)-approved medications for ADHD along with parental training in behavior management and behavioral classroom intervention. In 2022, new Japanese guidelines for ADHD were issued, which recommended school environment management and psychosocial treatment as the first-line treatment, with pharmacological treatment added as the second-line treatment. Although Japanese guidelines, including pharmacological treatments, have been established, the guidelines and utilization of ADHD medications across Asian regions are unclear. Therefore, to appropriately evaluate the strategy of pharmacological treatments for ADHD, we investigated Asian regional guidelines for ADHD medication in children. We also reviewed the guidelines in Malaysia, Singapore, India, and the Republic of Korea and found that these guidelines differ from Western guidelines.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"29-33"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932761/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138499004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparison of brexpiprazole, aripiprazole, and placebo for Japanese major depressive disorder: A systematic review and network meta-analysis.","authors":"Taro Kishi, Kenji Sakuma, Takeo Saito, Atsuo Nakagawa, Masaki Kato, Nakao Iwata","doi":"10.1002/npr2.12414","DOIUrl":"10.1002/npr2.12414","url":null,"abstract":"<p><strong>Aim: </strong>This systematic review and frequentist network meta-analysis used random-effects models is conducted to determine whether there are differences in the efficacy, acceptability, tolerability, and safety profiles of brexpiprazole (BRE) and aripiprazole (ARI) for Japanese with major depressive disorder (MDD) who were inadequately responsive to antidepressants.</p><p><strong>Methods: </strong>Outcome measures were scores on the Montgomery Åsberg Depression Rating Scale (primary), the Clinical Global Impression severity scale, and social functioning scale; the non-response rate; the non-remission rate; all-cause discontinuation; discontinuation due to adverse events (DAE); at least one adverse event (1AE); serious adverse event, akathisia; tremor; weight gain.</p><p><strong>Results: </strong>A literature search identified three double-blind, randomized, placebo-controlled trials. These comprised one BRE study (with a 1 mg/day [BRE1] and a 2 mg/day [BRE2]) and two ARI studies (with a 3 mg/day arm and a flexible-dose arm[within the dosage range approved in Japan]) (n = 1736). Both BRE and ARI demonstrated better efficacy than the placebo. BRE but not ARI had a higher DAE than the placebo. ARI but not BRE had a higher 1AE than the placebo. BRE and ARI had a higher risk of akathisia and weight gain than the placebo. There were no significant differences between BRE and ARI for any of the outcomes. Although BRE1 had good efficacy, it carried risk of weight gain. Although BRE2 also had efficacy, it carried risks of DAE, akathisia, and weight gain. However, the risk of akathisia in BRE2 was reduced by an initial dose of 0.5 mg/day rather than 1.0 mg/day.</p><p><strong>Conclusions: </strong>Overall BRE showed similar utility to ARI and a good risk-benefit balance.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"165-175"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932760/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139466853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A descriptive analysis of spontaneous reports of antipsychotic-induced tardive dyskinesia and other extrapyramidal symptoms in the Japanese Adverse Drug Event Report database.","authors":"Yosuke Saga, Chih-Lin Chiang, Akihide Wakamatsu","doi":"10.1002/npr2.12385","DOIUrl":"10.1002/npr2.12385","url":null,"abstract":"<p><p>AimThe aim of this study is to summarize the spontaneous reports of tardive dyskinesia (TD) and extrapyramidal symptoms (EPSs) that occurred in Japan over the past decade. MethodsThe study analyzed TD and EPS cases reported in the Japanese Adverse Drug Event Report database between April 2011 and March 2021. The cases were stratified by the diagnoses of schizophrenia, bipolar disorders, and depressive disorders. ResultsIn total, 800 patients including a total of 171 TD cases and 682 EPS cases were reported in the JADER database across psychiatric diagnosis. The cases were caused by first-generation antipsychotics (FGA, TD: n = 105, EPS: n = 245) and second-generation antipsychotics (SGA, TD: n = 144, EPS: n = 598). The SGA were categorized based on Neuroscience-based Nomenclature (NbN) regarding pharmacological domain and mode of action, which were reported evenly as the offending agents. Among reported treatment and outcome in TD cases (n = 67, 37.6%) and EPS cases (n = 405, 59.3%), the relatively limited number of TD cases were reported as recovered/improved was also limited (n = 32, 47.8%) compared to those of EPS cases (n = 266, 65.7%). Some cases still had residual symptoms or did not recover fully (TD: n = 21, 31.3%, EPS: n = 77, 19.0%). CONCLUSION: Tardive dyskinesia and EPS have been widely reported in Japan over the past decade across psychiatric diagnoses and antipsychotic classes. LIMITATIONS: It is important to acknowledge the presence of reporting bias and the lack of comparators to accurately assess risks. Owing to the nature of spontaneous reporting, the estimation of prevalence is not feasible.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"221-226"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932779/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54230323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Feasibility of remote interviews in assessing disease severity in patients with major depressive disorder: A pilot study.","authors":"Tomiki Sumiyoshi, Yasunori Morio, Takahiro Kawashima, Hisateru Tachimori, Seiji Hongo, Taishiro Kishimoto, Koichiro Watanabe, Tempei Otsubo, Hideki Oi, Kazuyuki Nakagome, Jun Ishigooka","doi":"10.1002/npr2.12411","DOIUrl":"10.1002/npr2.12411","url":null,"abstract":"<p><strong>Aim: </strong>Interview quality is an important factor in the success of clinical trials for major depressive disorder (MDD). There is a substantial need to establish a reliable, remote clinical assessment interview system that can replace traditional in-person interviews.</p><p><strong>Methods: </strong>We conducted a multicenter, randomized, unblinded, prospective, cross-sectional study to assess the reliability of remote interviews in patients with MDD (UMIN000041839). Eligible patients with MDD underwent remote and in-person sessions of the Montgomery-Åsberg Depression Rating Scale (MADRS) assessment performed by different raters within 28 days of providing consent. Patients were randomized to a group first assessed using in-person interviews and secondarily using remote interviews (in-person-first group) or a group first assessed by remote interviews and secondarily using in-person interviews (remote-first group). Nineteen trained people (15 clinical psychologists, 3 nurses, and 1 clinical laboratory technologist) performed interviews.</p><p><strong>Results: </strong>Of 59 patients (in-person-first group, n = 32; remote-first group, n = 27) who completed both remote and in-person interviews, 51% (n = 30) were women; the mean age was 41.6 years (range, 21-64 years). There was a strong association between remote and in-person MADRS scores (r = 0.891, kappa = 0.901). An overall intraclass correlation coefficient (ICC) of 0.886 (95% confidence interval, 0.877-0.952) indicated good consistency between MADRS scores in remote and in-person interviews. The ICC decreased as the severity of depression increased.</p><p><strong>Conclusion: </strong>Our results suggest remote interviews are a feasible alternative option to in-person interviews in assessing symptom severity in MDD patients and could promote clinical trials in Japan.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"149-157"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932799/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139547034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The use of sertraline to treat an adolescent of dystonia comorbid with major depressive disorder with psychotic features.","authors":"Chia-Chien Liu, Chen-Chia Lan, Ying-Sheue Chen","doi":"10.1002/npr2.12401","DOIUrl":"10.1002/npr2.12401","url":null,"abstract":"<p><p>Dystonia is characterized by sustained or intermittent involuntary muscle contractions. Psychiatric symptoms are essential non-motor features of dystonia, and higher risks of depressive and anxiety disorders have been reported. The precedence of psychiatric to motor symptoms in some patients and the dopaminergic and serotonergic system involvement in both the motor and psychiatric aspects suggest these psychiatric disorders may be intrinsic to the neurobiology of dystonia. Nevertheless, psychiatric comorbidities are often construed as secondary reactions to motor disabilities and the negative bio-psycho-social impacts of dystonia, leading to underdiagnosis and undertreatment. Research on antidepressant use in dystonia is scarce, especially in children and adolescents. This report presents a 17-year-old female with dystonia comorbid with depression with psychotic features, whose motor symptoms improved but psychiatric symptoms persisted with dopaminergic pharmacotherapy. Sertraline was finally added 5 years after the onset and successfully managed her psychotic depression without worsening motor symptoms. Early detection, prompt diagnosis, and timely holistic treatment with dopaminergic agents, antidepressants, and psychosocial interventions are critical for the mental health of dystonia patients.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"275-279"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932769/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138176881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The delta opioid receptor agonist KNT-127 relieves innate anxiety-like behavior in mice by suppressing transmission from the prelimbic cortex to basolateral amygdala.","authors":"Ayako Kawaminami, Daisuke Yamada, Toshinori Yoshioka, Azumi Hatakeyama, Moeno Nishida, Keita Kajino, Tsuyoshi Saitoh, Hiroshi Nagase, Akiyoshi Saitoh","doi":"10.1002/npr2.12406","DOIUrl":"10.1002/npr2.12406","url":null,"abstract":"<p><strong>Aim: </strong>Excitatory projections from the prelimbic cortex (PL) to the basolateral nucleus of the amygdala (BLA) are implicated in the regulation of anxiety-like behaviors, and we previously demonstrated that anxiolytic-like effects of the selective delta-opioid receptor (DOP) agonist KNT-127 is involved in suppressing glutamate neurotransmission in the PL. Here, we investigated the mechanisms underlying the anxiolytic-like effect of KNT-127 in mice by combining optogenetic stimulation of the PL-BLA pathway with behavioral analyses.</p><p><strong>Methods: </strong>Four-week-old male C57BL/6J mice received bilateral administration of adeno-associated virus (AAV)2-CaMKIIa-hChR2(H134R)-enhanced yellow fluorescent protein (EYFP) into the PL to induce expression of the light-activated excitatory ionic channel ChR2. Subsequently, an optic fiber cannula connected to a wireless photo-stimulator was implanted into the BLA for optogenetic PL-BLA pathway stimulation. We evaluated innate anxiety using the elevated plus maze (EPM) and open field (OF) tests as well as learned anxiety using the contextual fear conditioning (CFC) test.</p><p><strong>Results: </strong>Optogenetic activation of the PL-BLA pathway enhanced anxiety-like behaviors in the EPM and OF, while prior subcutaneous administration of KNT-127 (10 mg/kg) reduced this anxiogenic effect. In contrast, optogenetic activation of the PL-BLA pathway had no significant effect on conditioned fear.</p><p><strong>Conclusion: </strong>Our findings indicate that the PL-BLA circuit contributes to innate anxiety and that the anxiolytic-like effects of KNT-127 are mediated at least in part by suppression of PL-BLA transmission. The PL delta-opioid receptor may thus be an effective therapeutic target for anxiety disorders.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"256-261"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932786/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139058559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Characteristics of patients with anxiety disorder without selective serotonin reuptake inhibitor prescription over a two-year period of pharmacotherapy.","authors":"Keisuke Mori, Fumitoshi Kodaka, Arisa Yamamoto, Ryuichi Yamazaki, Junpei Ishii, Wataru Yamadera, Hisatsugu Miyata, Masahiro Shigeta","doi":"10.1002/npr2.12379","DOIUrl":"10.1002/npr2.12379","url":null,"abstract":"<p><strong>Introduction: </strong>Pharmacotherapy such as selective serotonin reuptake inhibitors (SSRIs) or serotonin-noradrenaline reuptake inhibitors is recommended for the treatment of anxiety disorders. Although there are patients with persisted symptoms of anxiety disorders who are treated with monotherapy of benzodiazepine anxiolytics without SSRIs, the characteristics of these patients are unclear. In the present study, we investigated the characteristics of patients with persisted symptoms of anxiety disorder without SSRI prescription.</p><p><strong>Methods: </strong>From a prescription dataset covering 2018 and 2020, the prescriptions of 243 patients with anxiety disorder were analyzed. Patients were classified into two groups: SSRI non-prescription and prescription groups.</p><p><strong>Results: </strong>The SSRI non-prescription group had a higher ratio of females than did the SSRI prescription group (60.1% vs. 44.6%, respectively, p = 3.12 × 10<sup>-2</sup> ), but statistically not significant after the Bonferroni correction. No significant differences in age, body mass index, or duration of outpatient visits were found between groups. Among the independent variables, sex (female) was the only variable identified that predicted SSRI non-prescription.</p><p><strong>Conclusion: </strong>The present study showed that among patients with anxiety disorders, sex (female) was the only variable that predicted SSRI non-prescription.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"67-72"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932764/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41142176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Association of worker's mental health with changes in exercise time, going-out time, and screen time (TV time, internet time, and game time) before and after the COVID-19 pandemic: A cross-sectional study.","authors":"Yutaro Okawa, Shinichi Iwasaki, Yasuhiko Deguchi, Yoko Nakamichi, Yuki Uesaka, Shohei Okura, Kunio Maekubo, Koki Inoue","doi":"10.1002/npr2.12391","DOIUrl":"10.1002/npr2.12391","url":null,"abstract":"<p><p>The coronavirus disease 2019 (COVID-19) pandemic and government regulations have affected the daily lives and mental health of individuals worldwide. This study aimed to determine how much the change in time spent on exercise (exercise time), outdoor activities (\"going-out\" time), and screen usage (screen time) before and after the COVID-19 pandemic has affected mental health (depression, anxiety, and insomnia). In June 2021, during the third wave of the COVID-19 pandemic, a web-based, cross-sectional survey was conducted in Japan through an online research company. A total of 824 workers participated in this study. Depression, anxiety, and insomnia were assessed using the Patient Health Questionnaire-9, General Anxiety Disorder-7, and Insomnia Severity Index, respectively. The symptoms of depression were associated with age and decreased exercise time. Symptoms of anxiety were associated with not decreased going-out time. Symptoms of insomnia were associated with reduced exercise time. The results indicated that during the COVID-19 pandemic, an increase in exercise time could have prevented depression and insomnia. Similarly, a decrease in going-out time could have prevented anxiety. Furthermore, in the event of future outbreaks of unpredictable infections, such as COVID-19, decreased going out and increased exercise may help maintain mental health.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"90-96"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932795/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66784126","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Machine learning algorithm-based estimation model for the severity of depression assessed using Montgomery-Asberg depression rating scale.","authors":"Masanori Shimamoto, Kanako Ishizuka, Kento Ohtani, Toshiya Inada, Maeri Yamamoto, Masako Tachibana, Hiroki Kimura, Yusuke Sakai, Kazuhiro Kobayashi, Norio Ozaki, Masashi Ikeda","doi":"10.1002/npr2.12404","DOIUrl":"10.1002/npr2.12404","url":null,"abstract":"<p><strong>Aim: </strong>Depressive disorder is often evaluated using established rating scales. However, consistent data collection with these scales requires trained professionals. In the present study, the \"rater & estimation-system\" reliability was assessed between consensus evaluation by trained psychiatrists and the estimation by 2 models of the AI-MADRS (Montgomery-Asberg Depression Rating Scale) estimation system, a machine learning algorithm-based model developed to assess the severity of depression.</p><p><strong>Methods: </strong>During interviews with trained psychiatrists and the AI-MADRS estimation system, patients responded orally to machine-generated voice prompts from the AI-MADRS structured interview questions. The severity scores estimated from two models of the AI-MADRS estimation system, the max estimation model and the average estimation model, were compared with those by trained psychiatrists.</p><p><strong>Results: </strong>A total of 51 evaluation interviews conducted on 30 patients were analyzed. Pearson's correlation coefficient with the scores evaluated by trained psychiatrists was 0.76 (95% confidence interval 0.62-0.86) for the max estimation model, and 0.86 (0.76-0.92) for the average estimation model. The ANOVA ICC rater & estimation-system reliability with the evaluation scores by trained psychiatrists was 0.51 (-0.09 to 0.79) for the max estimation model, and 0.75 (0.55-0.86) for the average estimation model.</p><p><strong>Conclusion: </strong>The average estimation model of AI-MADRS demonstrated substantially acceptable rater & estimation-system reliability with trained psychiatrists. Accumulating a broader training dataset and the refinement of AI-MADRS interviews are expected to improve the performance of AI-MADRS. Our findings suggest that AI technologies can significantly modernize and potentially revolutionize the realm of depression assessments.</p>","PeriodicalId":19137,"journal":{"name":"Neuropsychopharmacology Reports","volume":" ","pages":"115-120"},"PeriodicalIF":2.5,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10932776/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138808414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}