Julian Macoveanu, Hanne Lie Kjærstad, Anjali Sankar, Hartwig R Siebner, Lars Vedel Kessing, Maj Vinberg, Kamilla Miskowiak
Aims: Mood disorders, including major depressive disorder (MDD) and bipolar disorder (BD), are highly heritable and linked to fronto-limbic circuit dysfunction. This longitudinal fMRI study examined whether baseline responses of the amygdala, anterior cingulate cortex (ACC), and ventrolateral prefrontal cortex (vlPFC) evoked by facial emotional expressions predicted first-onset or recurrence of mood episodes over 7 years in monozygotic twins.
Methods: The sample comprised 68 unaffected twins (UT) without a history of mood disorders but varying familial risk, and 62 affected twins (AT) in remission from MDD or BD. At baseline, participants underwent functional Magnetic Resonance Imaging (fMRI) of fearful and happy face processing and completed behavioral measures of emotional processing, which were repeated at follow-up.
Results: Lower baseline activation of the bilateral amygdala (left hazard ratio, HR = 1.69, 95% CI 1.15-2.45; right HR = 1.80, 95% CI 1.23-2.25), dorsal ACC (HR = 1.27, 95% CI 1.02-1.57), and right anterior vlPFC (HR = 2.28, 95% CI 1.56-3.26) by fearful (vs. happy) faces was associated with higher risk of first-onset mood episodes in the UT group. In the AT group, baseline fronto-limbic emotional activations were not associated with recurrence risk. Behaviorally, the UT group that later developed a mood episode showed slower recognition of happy faces and greater avoidance of subliminal fearful faces compared with the UT group that remained well.
Conclusion: Dysfunctional fronto-limbic processing of facial emotions indicates increased propensity to develop a mood disorder, but is not associated with increased risk for recurrence of mood episodes. This dissociation suggests that distinct neural mechanisms underlie the first-onset versus the recurrence of mood disorders.
目的:情绪障碍,包括重度抑郁症(MDD)和双相情感障碍(BD),具有高度遗传性,并与额边缘回路功能障碍有关。这项纵向功能磁共振成像研究考察了面部情绪表达诱发的杏仁核、前扣带皮层(ACC)和腹外侧前额叶皮层(vlPFC)的基线反应是否能预测7年内同卵双胞胎首次发作或复发的情绪发作。方法:样本包括68名没有情绪障碍病史但有不同家族风险的未受影响双胞胎(UT)和62名MDD或BD缓解的受影响双胞胎(AT)。在基线时,参与者接受了恐惧和快乐面孔处理的功能磁共振成像(fMRI),并完成了情绪处理的行为测量,在随访中重复。结果:UT组的双侧杏仁核(左侧风险比,HR = 1.69, 95% CI 1.15-2.45;右侧风险比= 1.80,95% CI 1.23-2.25)、背侧ACC (HR = 1.27, 95% CI 1.02-1.57)和右前侧vlPFC (HR = 2.28, 95% CI 1.56-3.26)较低的基线激活与首次发作情绪发作的高风险相关。在AT组中,基线额边缘情绪激活与复发风险无关。在行为上,与情绪良好的UT组相比,后来出现情绪发作的UT组对快乐面孔的识别速度较慢,对潜意识中恐惧面孔的回避程度更高。结论:额边缘处理面部情绪的功能障碍表明情绪障碍的倾向增加,但与情绪发作复发的风险增加无关。这种分离表明,不同的神经机制是情绪障碍首次发作与复发的基础。
{"title":"Fronto-limbic emotional-processing markers signal risk of onset rather than risk of recurrence in mood disorders: Evidence from a longitudinal twin study.","authors":"Julian Macoveanu, Hanne Lie Kjærstad, Anjali Sankar, Hartwig R Siebner, Lars Vedel Kessing, Maj Vinberg, Kamilla Miskowiak","doi":"10.1111/pcn.70026","DOIUrl":"https://doi.org/10.1111/pcn.70026","url":null,"abstract":"<p><strong>Aims: </strong>Mood disorders, including major depressive disorder (MDD) and bipolar disorder (BD), are highly heritable and linked to fronto-limbic circuit dysfunction. This longitudinal fMRI study examined whether baseline responses of the amygdala, anterior cingulate cortex (ACC), and ventrolateral prefrontal cortex (vlPFC) evoked by facial emotional expressions predicted first-onset or recurrence of mood episodes over 7 years in monozygotic twins.</p><p><strong>Methods: </strong>The sample comprised 68 unaffected twins (UT) without a history of mood disorders but varying familial risk, and 62 affected twins (AT) in remission from MDD or BD. At baseline, participants underwent functional Magnetic Resonance Imaging (fMRI) of fearful and happy face processing and completed behavioral measures of emotional processing, which were repeated at follow-up.</p><p><strong>Results: </strong>Lower baseline activation of the bilateral amygdala (left hazard ratio, HR = 1.69, 95% CI 1.15-2.45; right HR = 1.80, 95% CI 1.23-2.25), dorsal ACC (HR = 1.27, 95% CI 1.02-1.57), and right anterior vlPFC (HR = 2.28, 95% CI 1.56-3.26) by fearful (vs. happy) faces was associated with higher risk of first-onset mood episodes in the UT group. In the AT group, baseline fronto-limbic emotional activations were not associated with recurrence risk. Behaviorally, the UT group that later developed a mood episode showed slower recognition of happy faces and greater avoidance of subliminal fearful faces compared with the UT group that remained well.</p><p><strong>Conclusion: </strong>Dysfunctional fronto-limbic processing of facial emotions indicates increased propensity to develop a mood disorder, but is not associated with increased risk for recurrence of mood episodes. This dissociation suggests that distinct neural mechanisms underlie the first-onset versus the recurrence of mood disorders.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Naoki Takamatsu, Ekachaeryanti Zain, Ka Ying Heidi Lo, Polona Rus Prelog, Roxanne C Keynejad, Cedar Andress, Mahtab Motamed, Marjan Shamspour, Anna Sharmie C Quezon-Santos, Joanna Smolarczyk, Joseph Truett, Kuan Lun Huang, Kateryna Shyliuk, Kenny Wai Kwong Lim, Tomohiro Shirasaka
Aim: To examine the implementation of evidence-based psychotherapy across international healthcare contexts and identify barriers to clinical delivery.
Methods: We conducted an international, cross-sectional, web-based survey of psychiatrists from October 2024 to March 2025. The questionnaire assessed familiarity with 10 evidence-based psychotherapy modalities, frequency of use, delivery confidence, perceived barriers, and clinical workload. Responses from 16 countries were analyzed across five geographic regions using chi-squared tests and effect sizes.
Results: Among 424 respondents, 201 (47.4%) demonstrated low composite familiarity with evidence-based psychotherapies. Cognitive behavior therapy maintained moderate familiarity across regions, while other modalities remained largely unfamiliar. Japan exhibited the most constrained practice environment, with 48.3% reporting consultations under 10 min compared to 15.1% in other regions, and 30.0% seeing 40 or more patients daily. Major time constraints were reported by 63.3% of Japanese psychiatrists, significantly higher than other regions (P = 0.015). Frequent use of evidence-based psychotherapy was lowest in Japan (20.0%) and highest in the Middle East (60.0%). Despite these challenges, 77.4% of all respondents rated these approaches as highly important. Respondents identified improved postgraduate training (54.0%), continuing education access (38.2%), and enhanced supervision (36.0%) as priorities.
Conclusion: Implementation varies across healthcare contexts, with Japan exemplifying system-level constraints where brief consultations and high patient volumes override practitioner knowledge and motivation. While psychiatrists value evidence-based approaches and seek to implement them, organizational barriers ultimately determine actual practice patterns. Findings indicate that training initiatives without concurrent structural reforms cannot bridge implementation gaps. Effective integration requires alignment of education, healthcare delivery structures, and payment systems.
{"title":"Barriers to evidence-based psychotherapy implementation: An international survey of workload, training, and clinical practice.","authors":"Naoki Takamatsu, Ekachaeryanti Zain, Ka Ying Heidi Lo, Polona Rus Prelog, Roxanne C Keynejad, Cedar Andress, Mahtab Motamed, Marjan Shamspour, Anna Sharmie C Quezon-Santos, Joanna Smolarczyk, Joseph Truett, Kuan Lun Huang, Kateryna Shyliuk, Kenny Wai Kwong Lim, Tomohiro Shirasaka","doi":"10.1111/pcn.70024","DOIUrl":"https://doi.org/10.1111/pcn.70024","url":null,"abstract":"<p><strong>Aim: </strong>To examine the implementation of evidence-based psychotherapy across international healthcare contexts and identify barriers to clinical delivery.</p><p><strong>Methods: </strong>We conducted an international, cross-sectional, web-based survey of psychiatrists from October 2024 to March 2025. The questionnaire assessed familiarity with 10 evidence-based psychotherapy modalities, frequency of use, delivery confidence, perceived barriers, and clinical workload. Responses from 16 countries were analyzed across five geographic regions using chi-squared tests and effect sizes.</p><p><strong>Results: </strong>Among 424 respondents, 201 (47.4%) demonstrated low composite familiarity with evidence-based psychotherapies. Cognitive behavior therapy maintained moderate familiarity across regions, while other modalities remained largely unfamiliar. Japan exhibited the most constrained practice environment, with 48.3% reporting consultations under 10 min compared to 15.1% in other regions, and 30.0% seeing 40 or more patients daily. Major time constraints were reported by 63.3% of Japanese psychiatrists, significantly higher than other regions (P = 0.015). Frequent use of evidence-based psychotherapy was lowest in Japan (20.0%) and highest in the Middle East (60.0%). Despite these challenges, 77.4% of all respondents rated these approaches as highly important. Respondents identified improved postgraduate training (54.0%), continuing education access (38.2%), and enhanced supervision (36.0%) as priorities.</p><p><strong>Conclusion: </strong>Implementation varies across healthcare contexts, with Japan exemplifying system-level constraints where brief consultations and high patient volumes override practitioner knowledge and motivation. While psychiatrists value evidence-based approaches and seek to implement them, organizational barriers ultimately determine actual practice patterns. Findings indicate that training initiatives without concurrent structural reforms cannot bridge implementation gaps. Effective integration requires alignment of education, healthcare delivery structures, and payment systems.</p><p><strong>Clinical trial registration: </strong>Not applicable.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Alzheimer's disease (AD) shows distinct trajectories of cognitive decline based on age of onset, highlighting the need for reliable functional biomarkers.
Aim: This study aims to evaluate whether functional connectivity density (FCD) can serve as a functional biomarker linking tau pathology to cognition, either directly or as a mediator.
Methods: We included 52 cognitively unimpaired controls, 54 late-onset AD (LOAD), and 44 young-onset AD (YOAD) patients who underwent amyloid and [F18]Florzolotau PET, resting-state functional magnetic resonance imaging (MRI), and two cognitive tests. Voxel-wise FCD analyses compared patient groups with controls. Direct associations between FCD and cognition were assessed, and mediation analyses tested whether FCD mediated tau-related cognitive effects.
Results: In YOAD, reduced precuneus short-range FCD was directly associated with poorer cross-sectional cognitive performance, without mediating or moderating longitudinal decline. In LOAD, higher left anterior cingulate FCD covaried with tau burden and fully mediated its relationship with cognition and the rate of decline.
Discussion: Our results reveal distinct FCD signatures in YOAD and LOAD that mirror their differential functional responses to tau pathology. In YOAD, reduced precuneus FCD appears to serve as a state marker of cognitive impairment, whereas in LOAD, elevated anterior cingulate FCD suggests compensatory network recruitment consistent with a functional reserve model. These findings underscore FCD's promise as a subtype-specific biomarker for tracking AD progression.
{"title":"Functional connectivity density as a biomarker for Alzheimer's disease: Distinct neural mechanisms in young- and late-onset subtypes.","authors":"Hsin-I Chang, Shih-Wei Hsu, Shu-Hua Huang, Chi-Wei Huang, Chen-Chang Lee, Chiung-Chih Chang","doi":"10.1111/pcn.70021","DOIUrl":"https://doi.org/10.1111/pcn.70021","url":null,"abstract":"<p><strong>Background: </strong>Alzheimer's disease (AD) shows distinct trajectories of cognitive decline based on age of onset, highlighting the need for reliable functional biomarkers.</p><p><strong>Aim: </strong>This study aims to evaluate whether functional connectivity density (FCD) can serve as a functional biomarker linking tau pathology to cognition, either directly or as a mediator.</p><p><strong>Methods: </strong>We included 52 cognitively unimpaired controls, 54 late-onset AD (LOAD), and 44 young-onset AD (YOAD) patients who underwent amyloid and [F18]Florzolotau PET, resting-state functional magnetic resonance imaging (MRI), and two cognitive tests. Voxel-wise FCD analyses compared patient groups with controls. Direct associations between FCD and cognition were assessed, and mediation analyses tested whether FCD mediated tau-related cognitive effects.</p><p><strong>Results: </strong>In YOAD, reduced precuneus short-range FCD was directly associated with poorer cross-sectional cognitive performance, without mediating or moderating longitudinal decline. In LOAD, higher left anterior cingulate FCD covaried with tau burden and fully mediated its relationship with cognition and the rate of decline.</p><p><strong>Discussion: </strong>Our results reveal distinct FCD signatures in YOAD and LOAD that mirror their differential functional responses to tau pathology. In YOAD, reduced precuneus FCD appears to serve as a state marker of cognitive impairment, whereas in LOAD, elevated anterior cingulate FCD suggests compensatory network recruitment consistent with a functional reserve model. These findings underscore FCD's promise as a subtype-specific biomarker for tracking AD progression.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145900892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-11-06DOI: 10.1111/pcn.13908
Yiran Dong, Jinghui Zhong, Jinjing Wang, Xinfeng Liu, Wen Sun
Background and objectives: Emerging evidence suggests that sexual behaviors play a critical but understudied role in neurological and psychiatric health. The causal and biological mechanisms linking age at first sexual intercourse (AFS) and lifetime number of sexual partners (LNSP) to brain disorders remain unknown. This study aims to determine whether sexual behavior influences neurological and psychiatric disorders through biological mechanisms, integrating observational and genetic evidence to uncover causal pathways.
Methods: Utilizing data from the UK Biobank, the relationships of AFS and LNSP with neurological and psychiatric disorders, brain structure, and inflammation indicators were examined with Cox proportional hazards and linear regression model and further examined the potential causality, genetic correlation, and shared genetics by Mendelian randomization, linkage disequilibrium score regression, multi-trait analysis of genome-wide association studies, transcriptome-wide association studies, and functional enrichment analysis.
Results: In this large-scale study of 394,395 participants with a median follow-up of 14.7 years, earlier AFS and higher LNSP were associated with increased risks of stroke, major depressive disorder, anxiety disorders, and bipolar disorder. These behavioral traits were also linked to alterations in gray/white matter and inflammatory markers. Mendelian randomization and linkage disequilibrium score regression analyses confirmed causal relationships and shared heritability with brain disorders, multi-trait analysis of genome-wide association studies and transcriptome-wide association studies, revealing overlapping genetic influences in blood and neural tissues. Functional enrichment analysis demonstrated shared biological pathways including immunity.
Conclusions: This study provides robust evidence linking sexual behavior traits to neurological and psychiatric disorders through large-scale longitudinal analyses, causal genetic methods, and multi-omics integration.
{"title":"Exploring the association of age at first sexual intercourse and lifetime number of sexual partners on neurological and psychiatric disorders: An observational and genetic study.","authors":"Yiran Dong, Jinghui Zhong, Jinjing Wang, Xinfeng Liu, Wen Sun","doi":"10.1111/pcn.13908","DOIUrl":"10.1111/pcn.13908","url":null,"abstract":"<p><strong>Background and objectives: </strong>Emerging evidence suggests that sexual behaviors play a critical but understudied role in neurological and psychiatric health. The causal and biological mechanisms linking age at first sexual intercourse (AFS) and lifetime number of sexual partners (LNSP) to brain disorders remain unknown. This study aims to determine whether sexual behavior influences neurological and psychiatric disorders through biological mechanisms, integrating observational and genetic evidence to uncover causal pathways.</p><p><strong>Methods: </strong>Utilizing data from the UK Biobank, the relationships of AFS and LNSP with neurological and psychiatric disorders, brain structure, and inflammation indicators were examined with Cox proportional hazards and linear regression model and further examined the potential causality, genetic correlation, and shared genetics by Mendelian randomization, linkage disequilibrium score regression, multi-trait analysis of genome-wide association studies, transcriptome-wide association studies, and functional enrichment analysis.</p><p><strong>Results: </strong>In this large-scale study of 394,395 participants with a median follow-up of 14.7 years, earlier AFS and higher LNSP were associated with increased risks of stroke, major depressive disorder, anxiety disorders, and bipolar disorder. These behavioral traits were also linked to alterations in gray/white matter and inflammatory markers. Mendelian randomization and linkage disequilibrium score regression analyses confirmed causal relationships and shared heritability with brain disorders, multi-trait analysis of genome-wide association studies and transcriptome-wide association studies, revealing overlapping genetic influences in blood and neural tissues. Functional enrichment analysis demonstrated shared biological pathways including immunity.</p><p><strong>Conclusions: </strong>This study provides robust evidence linking sexual behavior traits to neurological and psychiatric disorders through large-scale longitudinal analyses, causal genetic methods, and multi-omics integration.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"26-38"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145452911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aim: Attention-deficit/hyperactivity disorder (ADHD) is associated with dysregulation of dopamine and norepinephrine neurotransmission. Extended-release methylphenidate (MPH), a first-line treatment for ADHD, modulates these systems. However, its specific effects on the dopamine transporter (DAT) and norepinephrine transporter (NET) are inadequately characterized. This study evaluated the effects of MPH on DAT and NET binding in adults with ADHD and examined the relationship between transporter binding and cognitive improvement.
Methods: This longitudinal dual-tracer positron emission tomography (PET) study used [18F]-FEPE2I for DAT imaging and (S,S)-[18F]- FMeNER-D2 for NET imaging. PET imaging and cognitive assessments were conducted on 21 adults with ADHD before MPH treatment, and 12 of these participants were reevaluated after achieving treatment stabilization.
Results: MPH treatment significantly decreased DAT binding in the caudate and putamen and NET binding in the thalamus and pons. Improvements in attention and multitasking abilities were observed. Baseline NET binding in the pons was higher in individuals with ADHD than in controls, and higher baseline DAT binding in the putamen predicted improvement in sustained attention. However, changes in DAT and NET binding did not correlate with cognitive improvement. Blood concentration analysis revealed that even at MPH blood levels that resulted in high DAT occupancy in the striatum, NET occupancy in the thalamus remained moderate.
Conclusions: MPH simultaneously reduced DAT and NET binding in ADHD, enhanced dopamine and norepinephrine transmission, and improved cognitive function. The differential occupancy of DAT and NET suggests distinct contributions to the therapeutic effects of MPH.
{"title":"Effects of Extended-Release Methylphenidate on Dopamine and Norepinephrine Transporters in Adults With Attention-Deficit/Hyperactivity Disorder: A Longitudinal Dual-Tracer PET Study.","authors":"Masaki Oya, Kiwamu Matsuoka, Manabu Kubota, Soichiro Kitamura, Yuko Kataoka, Naomi Kokubo, Keisuke Takahata, Chie Seki, Hironobu Endo, Kenji Tagai, Yuhei Takado, Kosei Hirata, Masanori Ichihashi, Shin Kurose, Nobumasa Kato, Genichi Sugihara, Masaaki Shimizu, Shunsuke Takagi, Wakako Ito, Motoaki Nakamura, Makoto Higuchi, Hidehiko Takahashi","doi":"10.1111/pcn.13911","DOIUrl":"10.1111/pcn.13911","url":null,"abstract":"<p><strong>Aim: </strong>Attention-deficit/hyperactivity disorder (ADHD) is associated with dysregulation of dopamine and norepinephrine neurotransmission. Extended-release methylphenidate (MPH), a first-line treatment for ADHD, modulates these systems. However, its specific effects on the dopamine transporter (DAT) and norepinephrine transporter (NET) are inadequately characterized. This study evaluated the effects of MPH on DAT and NET binding in adults with ADHD and examined the relationship between transporter binding and cognitive improvement.</p><p><strong>Methods: </strong>This longitudinal dual-tracer positron emission tomography (PET) study used [<sup>18</sup>F]-FEPE2I for DAT imaging and (S,S)-[<sup>18</sup>F]- FMeNER-D2 for NET imaging. PET imaging and cognitive assessments were conducted on 21 adults with ADHD before MPH treatment, and 12 of these participants were reevaluated after achieving treatment stabilization.</p><p><strong>Results: </strong>MPH treatment significantly decreased DAT binding in the caudate and putamen and NET binding in the thalamus and pons. Improvements in attention and multitasking abilities were observed. Baseline NET binding in the pons was higher in individuals with ADHD than in controls, and higher baseline DAT binding in the putamen predicted improvement in sustained attention. However, changes in DAT and NET binding did not correlate with cognitive improvement. Blood concentration analysis revealed that even at MPH blood levels that resulted in high DAT occupancy in the striatum, NET occupancy in the thalamus remained moderate.</p><p><strong>Conclusions: </strong>MPH simultaneously reduced DAT and NET binding in ADHD, enhanced dopamine and norepinephrine transmission, and improved cognitive function. The differential occupancy of DAT and NET suggests distinct contributions to the therapeutic effects of MPH.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"48-54"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757760/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145346773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-11-06DOI: 10.1111/pcn.13914
Fiona Coutts, Sergio Mena, Esin Ucur, W Wolfgang Fleischhacker, Rene Kahn, Jeffrey Lieberman, Alkomiet Hasan, Oliver Howes, Christoph Correll, Nikolaos Koutsouleris, Paris Alexandros Lalousis
Aim: Artificial Intelligence (AI)-based prediction models of treatment response promise to revolutionize psychiatric care by enabling personalized treatment, but very few have been thoroughly tested in different samples or compared to current clinical standards. Here we present models predicting antipsychotic response and assess their clinical utility in a robust methodological framework.
Methods: Machine learning models were trained and cross-validated on clinical and sociodemographic data from 594 individuals with established schizophrenia (NCT00014001) and 323 individuals with first episode psychosis (NCT03510325). Models predicted four measures of antipsychotic response at 3 months after baseline. Clinical utility was assessed using decision curve and calibration curve analyses. Model performance was tested in a reduced feature space and across sex, ethnicity, antipsychotic, and symptom change subgroups to investigate model fairness.
Results: Models predicting total symptom severity (r = 0.4-0.68) and symptomatic remission (BAC = 62.4%-69%) performed well in both samples and externally validated successfully in the opposing cohort (r = 0.4-0.5, BAC = 63.5%-65.7%). Performance remained significant when the models were reduced to 8-9 key variables (r = 0.53 for total symptom severity, BAC = 65.3% for symptomatic remission). Models predicting symptomatic remission had a net benefit across risk thresholds of 0.5-0.9 and were moderately well-calibrated (ECE = 0.16-0.18). Model performance different across sex, ethnicity and medication subgroups.
Conclusions: We present a robust framework for training and assessing the clinical utility of prediction models in psychiatry. Our models generalize across different psychosis populations and show promising calibration and net benefit. However, performance disparities across demographic and treatment subgroups highlight the need for more diverse clinical samples to ensure equitable prediction.
{"title":"Ensuring generalizability and clinical utility in mental health care applications: Robust artificial intelligence-based treatment predictions in diverse psychosis populations.","authors":"Fiona Coutts, Sergio Mena, Esin Ucur, W Wolfgang Fleischhacker, Rene Kahn, Jeffrey Lieberman, Alkomiet Hasan, Oliver Howes, Christoph Correll, Nikolaos Koutsouleris, Paris Alexandros Lalousis","doi":"10.1111/pcn.13914","DOIUrl":"10.1111/pcn.13914","url":null,"abstract":"<p><strong>Aim: </strong>Artificial Intelligence (AI)-based prediction models of treatment response promise to revolutionize psychiatric care by enabling personalized treatment, but very few have been thoroughly tested in different samples or compared to current clinical standards. Here we present models predicting antipsychotic response and assess their clinical utility in a robust methodological framework.</p><p><strong>Methods: </strong>Machine learning models were trained and cross-validated on clinical and sociodemographic data from 594 individuals with established schizophrenia (NCT00014001) and 323 individuals with first episode psychosis (NCT03510325). Models predicted four measures of antipsychotic response at 3 months after baseline. Clinical utility was assessed using decision curve and calibration curve analyses. Model performance was tested in a reduced feature space and across sex, ethnicity, antipsychotic, and symptom change subgroups to investigate model fairness.</p><p><strong>Results: </strong>Models predicting total symptom severity (r = 0.4-0.68) and symptomatic remission (BAC = 62.4%-69%) performed well in both samples and externally validated successfully in the opposing cohort (r = 0.4-0.5, BAC = 63.5%-65.7%). Performance remained significant when the models were reduced to 8-9 key variables (r = 0.53 for total symptom severity, BAC = 65.3% for symptomatic remission). Models predicting symptomatic remission had a net benefit across risk thresholds of 0.5-0.9 and were moderately well-calibrated (ECE = 0.16-0.18). Model performance different across sex, ethnicity and medication subgroups.</p><p><strong>Conclusions: </strong>We present a robust framework for training and assessing the clinical utility of prediction models in psychiatry. Our models generalize across different psychosis populations and show promising calibration and net benefit. However, performance disparities across demographic and treatment subgroups highlight the need for more diverse clinical samples to ensure equitable prediction.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"64-75"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757767/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145452899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Intimate partner violence and the risk of incident perinatal depression: A prospective study during pregnancy and the postpartum period.","authors":"Kazuhide Tezuka, Yuka Ito, Natsu Sasaki, Daisuke Nishi","doi":"10.1111/pcn.13921","DOIUrl":"10.1111/pcn.13921","url":null,"abstract":"","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"87-88"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757758/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145523721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-11-18DOI: 10.1111/pcn.13917
Masaki Kato, Kazuyuki Nakagome, Takamichi Baba, Takuhiro Sonoyama, Hiroki Fukuju, Ryosuke Shimizu, Juan Carlos Gomez, Tomoko Motomiya, Takeshi Inoue
Aim: To evaluate the efficacy and safety of oral zuranolone for 14 days, compared with placebo, in Japanese patients with major depressive disorder (MDD).
Methods: This multicenter, Phase 3 study was conducted in two parts (70 sites; Japan) including a randomized, double-blind, placebo-controlled, parallel-group part presented herein. Participants aged 18-75 years with the 17-item Hamilton Rating Scale for Depression (HAMD-17) total score ≥ 22 were randomized (1:1) ratio to receive either zuranolone (30 mg once daily) or placebo for 14 days with follow-up on Days 3, 8, and 15 and then weekly for 6 weeks (57 days) thereafter. The primary endpoint was change from baseline in the HAMD-17 total score at Day 15.
Results: Overall, 412 participants were randomized to receive either zuranolone 30 mg (n = 207) or placebo (n = 205). The difference in the least-squares mean (95% confidence interval [CI]) change from baseline in the HAMD-17 total score between groups (-1.20; 95% CI: -2.32, -0.08; P = 0.0365) was statistically significant on Day 15. A significant improvement in the HAMD-17 total score was observed with zuranolone 30 mg during the early treatment period on Days 3 and 8 compared with placebo; however, no significant differences were observed between the groups at later time points, from Day 22 to Day 57. The frequency of adverse events was higher in the zuranolone group (55.1%) than in the placebo group (40.7%); however, no serious adverse events were reported.
Conclusion: Zuranolone improved depressive symptoms on Day 15, compared with placebo, in Japanese patients with MDD. No new safety signals were observed.
{"title":"Efficacy and safety of zuranolone in Japanese adults with major depressive disorder: A double-blind, randomized, placebo-controlled, Phase 3 clinical trial.","authors":"Masaki Kato, Kazuyuki Nakagome, Takamichi Baba, Takuhiro Sonoyama, Hiroki Fukuju, Ryosuke Shimizu, Juan Carlos Gomez, Tomoko Motomiya, Takeshi Inoue","doi":"10.1111/pcn.13917","DOIUrl":"10.1111/pcn.13917","url":null,"abstract":"<p><strong>Aim: </strong>To evaluate the efficacy and safety of oral zuranolone for 14 days, compared with placebo, in Japanese patients with major depressive disorder (MDD).</p><p><strong>Methods: </strong>This multicenter, Phase 3 study was conducted in two parts (70 sites; Japan) including a randomized, double-blind, placebo-controlled, parallel-group part presented herein. Participants aged 18-75 years with the 17-item Hamilton Rating Scale for Depression (HAMD-17) total score ≥ 22 were randomized (1:1) ratio to receive either zuranolone (30 mg once daily) or placebo for 14 days with follow-up on Days 3, 8, and 15 and then weekly for 6 weeks (57 days) thereafter. The primary endpoint was change from baseline in the HAMD-17 total score at Day 15.</p><p><strong>Results: </strong>Overall, 412 participants were randomized to receive either zuranolone 30 mg (n = 207) or placebo (n = 205). The difference in the least-squares mean (95% confidence interval [CI]) change from baseline in the HAMD-17 total score between groups (-1.20; 95% CI: -2.32, -0.08; P = 0.0365) was statistically significant on Day 15. A significant improvement in the HAMD-17 total score was observed with zuranolone 30 mg during the early treatment period on Days 3 and 8 compared with placebo; however, no significant differences were observed between the groups at later time points, from Day 22 to Day 57. The frequency of adverse events was higher in the zuranolone group (55.1%) than in the placebo group (40.7%); however, no serious adverse events were reported.</p><p><strong>Conclusion: </strong>Zuranolone improved depressive symptoms on Day 15, compared with placebo, in Japanese patients with MDD. No new safety signals were observed.</p><p><strong>Clinical trial registration: </strong>jRCT2031210577.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"76-86"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757765/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145542169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-01Epub Date: 2025-10-23DOI: 10.1111/pcn.13910
Han Cai, Dan Wu, Haotian Wu, Zhihong Bian, Zhuang Kang, Zhengqi Lu, Haiyan Li, Yan Zou, Bingjun Zhang
Objective: This study aimed to explore the utility of these biomarkers for evaluating glymphatic dysfunction in patients with anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis and establish their effectiveness in differentiating patients from healthy controls (HCs).
Method: In this study, we enrolled 20 patients with anti-NMDAR encephalitis and 17 HCs. Glymphatic function was assessed using diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) index, free water in white matter (FW-WM), and perivascular space volume fraction (PVSVF). Among the patient cohort, 13 completed follow-up MRI examinations at 3 months post-discharge. We performed correlation analyses between these glymphatic MRI indices and clinical parameters, and compared glymphatic function between patients with normal structural MRI findings and HCs.
Results: Patients exhibited impaired glymphatic function compared to HCs, evidenced by a lower DTI-ALPS (1.44 ± 0.16 vs. 1.62 ± 0.10, q < 0.001) and elevated FW-WM (0.21 ± 0.02 vs. 0.18 ± 0.01, q < 0.001) and PVSVF (all q < 0.05). Notably, these differences persisted even in patients with normal structural MRI (DTI-ALPS: 1.43 ± 0.22 vs. 1.62 ± 0.10, q = 0.014; FW-WM: 0.20 ± 0.02 vs. 0.18 ± 0.01, q = 0.005). Glymphatic dysfunction correlated with disease severity, showing a negative association between DTI-ALPS and CASE scores. Longitudinal analysis of the participants available for follow-up revealed improved glymphatic function (DTI-ALPS index: from 1.41 ± 0.17 to 1.50 ± 0.12; q = 0.042), alongside clinical recovery (CASE score: from 16 to 2, q = 0.005; mRS: from 5 to 1, q = 0.039).
Conclusion: The glymphatic system could be impaired in patients with anti-NMDAR encephalitis. MRI indices of the glymphatic system may serve as biomarkers to differentiate these patients from HCs and evaluate disease severity.
目的:本研究旨在探讨这些生物标志物在评估抗n -甲基- d -天冬氨酸受体(anti-NMDAR)脑炎患者淋巴功能障碍中的应用,并确定其在区分患者与健康对照(hc)中的有效性。方法:本研究纳入抗nmdar脑炎患者20例,hc患者17例。采用沿血管周围空间(DTI-ALPS)指数、白质游离水(FW-WM)和血管周围空间体积分数(PVSVF)的扩散张量成像分析评估淋巴功能。在患者队列中,13例在出院后3个月完成了随访MRI检查。我们对这些淋巴MRI指标与临床参数进行了相关性分析,并比较了MRI结构正常和hc患者的淋巴功能。结果:与hc相比,患者表现出淋巴系统功能受损,DTI-ALPS较低(1.44±0.16比1.62±0.10,q)。结论:抗nmdar脑炎患者淋巴系统可能受损。淋巴系统的MRI指标可以作为区分这些患者和hc的生物标志物,并评估疾病的严重程度。
{"title":"Glymphatic dysfunction as an indicator of disease burden and a potential biomarker in anti-NMDAR encephalitis.","authors":"Han Cai, Dan Wu, Haotian Wu, Zhihong Bian, Zhuang Kang, Zhengqi Lu, Haiyan Li, Yan Zou, Bingjun Zhang","doi":"10.1111/pcn.13910","DOIUrl":"10.1111/pcn.13910","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to explore the utility of these biomarkers for evaluating glymphatic dysfunction in patients with anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis and establish their effectiveness in differentiating patients from healthy controls (HCs).</p><p><strong>Method: </strong>In this study, we enrolled 20 patients with anti-NMDAR encephalitis and 17 HCs. Glymphatic function was assessed using diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) index, free water in white matter (FW-WM), and perivascular space volume fraction (PVSVF). Among the patient cohort, 13 completed follow-up MRI examinations at 3 months post-discharge. We performed correlation analyses between these glymphatic MRI indices and clinical parameters, and compared glymphatic function between patients with normal structural MRI findings and HCs.</p><p><strong>Results: </strong>Patients exhibited impaired glymphatic function compared to HCs, evidenced by a lower DTI-ALPS (1.44 ± 0.16 vs. 1.62 ± 0.10, q < 0.001) and elevated FW-WM (0.21 ± 0.02 vs. 0.18 ± 0.01, q < 0.001) and PVSVF (all q < 0.05). Notably, these differences persisted even in patients with normal structural MRI (DTI-ALPS: 1.43 ± 0.22 vs. 1.62 ± 0.10, q = 0.014; FW-WM: 0.20 ± 0.02 vs. 0.18 ± 0.01, q = 0.005). Glymphatic dysfunction correlated with disease severity, showing a negative association between DTI-ALPS and CASE scores. Longitudinal analysis of the participants available for follow-up revealed improved glymphatic function (DTI-ALPS index: from 1.41 ± 0.17 to 1.50 ± 0.12; q = 0.042), alongside clinical recovery (CASE score: from 16 to 2, q = 0.005; mRS: from 5 to 1, q = 0.039).</p><p><strong>Conclusion: </strong>The glymphatic system could be impaired in patients with anti-NMDAR encephalitis. MRI indices of the glymphatic system may serve as biomarkers to differentiate these patients from HCs and evaluate disease severity.</p>","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"39-47"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145346759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Differential diagnosis of dementia: A key role of general hospital psychiatry.","authors":"Michitaka Funayama, Masafumi Yoshimura, Takaki Akahane, Toshihiro Taira, Naoko Satake, On Kato, Yusuke Hasegawa, Naohisa Tsujino, Shigeki Sato, Katsuji Nishimura","doi":"10.1111/pcn.13922","DOIUrl":"10.1111/pcn.13922","url":null,"abstract":"","PeriodicalId":20938,"journal":{"name":"Psychiatry and Clinical Neurosciences","volume":" ","pages":"89-90"},"PeriodicalIF":6.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145506649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}