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Objectives@#This study aimed to develop a machine learning model for diagnosing schizophrenia (SZ) and bipolar disorder (BD) based on diffusion tensor imaging (DTI) data. @*Methods@#We used 3T-magnetic resonance imaging to examine SZ, BD, healthy control (HC) subjects (aged 20-50 years, n=65 in each group). Applying Support Vector Machine (SVM) to fractional anisotropy (FA) values, we built classification models of SZ and HC, BD and HC, and SZ and BD. Features of white matter (WM) tracts were selected through recursive feature elimination, and 5-fold cross validation was performed. @*Results@#The SVM models classified SZ and BD from HC with a mean accuracy of 83.5% and 75.4%, respectively. The SZ-BD classification model archived 75.0% accuracy. These classification models used FA values in 15-18 WM tracts as features, including the retrolenticular part of the internal capsule, superior corona radiata, cingulum, and superior fronto-occipital fasciculus. @*Conclusions@#This study presented a preliminary machine learning model to diagnose SZ and BD based on DTI data. Our findings also suggest that there might be a specific pattern of abnormalities in WM integrity that can differentiate the two psychotic disorders.
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Background@#Enkephalin, an endogenous neuropeptide, binds to the delta (δ) opioid receptor and exerts an antinociceptive effect. Recent studies have suggested that neuropeptides might effectuate cutaneous wound healing. Therefore, we investigated the effects of an enkephalin derivative on wound healing and scar formation in vivo. @*Methods@#Enkephalin derivatives (leucine-enkephalin) were synthesized using the alanine scan method, and the most promising derivative (E10) was selected for further testing. In 15 C57BL/6N mice, two full-thickness skin defects (10 mm in diameter) were made on both sides of the back (left side, enkephalin group; right side, control group). The enkephalin group was administered 100 μL of E10 (AGGFL, 200 μg/mL), and the control group received phosphate-buffered saline. The wound size was digitally analyzed on days 2, 4, 7, and 10. After 21 days, the scar tissues were histologically evaluated for the scar depression index (SDI), and the epidermal growth factor (EGF) concentration was assessed using an enzyme-linked immunosorbent assay. @*Results@#The skin defect percentages were 98.4%±17.9% (day 2), 83.2%±24.0% (day 4), 39.7%±17.4% (day 7), and 16.2%±10.0% (day 10) in the control group and 86.1%±15.0% (day 2), 61.4%±11.6% (day 4), 26.6%±8.8% (day 7), and 16.4%±8.8% (day 10) in the enkephalin group. The SDI values were significantly lower in the enkephalin group (0.06±0.19) than in the control group (0.22±0.13, P<0.001). The EGF level was significantly higher in the enkephalin group (102.2±22.6 pg/mL) than in the control group (42.1±20.5 pg/mL, P<0.001). @*Conclusions@#An enkephalin derivative promoted wound healing and reduced depressed scar formation in a mouse model.
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This study estimated the direct and indirect socioeconomic costs of 238 diseases and 22 injuries from a social perspective in Korea from 2007 to 2015. The socioeconomic cost of each disease group was calculated based on the Korean Standard Disease Classification System. Direct costs were estimated using health insurance claims data provided by the National Health Insurance Service. The numbers of outpatients and inpatients with the main diagnostic codes for each disease were selected as a proxy indicator for estimating patients’ medical use behavior by disease. The economic burden of disease from 2007 to 2015 showed an approximately 20% increase in total costs. From 2007 to 2015, communicable diseases (including infectious, maternal, pediatric, and nutritional diseases) accounted for 8.9-12.2% of the socioeconomic burden, while non-infectious diseases accounted for 65.7-70.7% and injuries accounted for 19.1-22.8%. The top 5 diseases in terms of the socioeconomic burden were self-harm (which took the top spot for 8 years), followed by cirrhosis of the liver, liver cancer, ischemic heart disease, and upper respiratory infections in 2007. Since 2010, the economic burden of conditions such as low back pain, falls, and acute bronchitis has been included in this ranking. This study expanded the scope of calculating the burden of disease at the national level by calculating the burden of disease in Koreans by gender and disease. These findings can be used as indicators of health equality and as useful data for establishing community-centered (or customized) health promotion policies, projects, and national health policy goals.
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We reviewed the clinical features, prevalence, pathophysiology, and prevention and treatment of delirium in patients with coronavirus disease of 2019 (COVID-19). Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes COVID-19, has neurotropic properties, and can penetrate the central nervous system and affect brain neurons. These characteristics may explain the fact that COVID-19 patients may be particularly susceptible to delirium. COVID-19 delirium occurred more frequently in intensive care unit and emergency room settings. Patients with neurologic disorders and the elderly were more vulnerable to delirium. Clinical symptoms of COVID-19 delirium may manifest as a hyper/hypoactive type. Prevention and treatment appear to be similar to conventional treatment strategies. And the patient’s feeling of isolation due to social distancing and a highly intensive labor force of medical personnel must be overcome. Melatonin, alpha-2 agonist, antipsychotics, and valproic acid have been recommended for the treatment of delirium symptoms. However, this article did not go through a systematic literature review.
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Objectives@#ZZKetamine has been reported to have antidepressant effects or psychotomimetic effects. The aim of this study was to investigatethe behavioral effects of ketamine treatment at various sub-anesthetic doses in adolescent and adult naïve mice. @*Methods@#ZZIn each experiment for adolescent and adult mice, a total of 60 male Institute of Cancer Research mice were randomly dividedinto 6 groups, which were intraperitoneally treated with physiological saline, 10, 20, 30, 40, and 50 mg/kg ketamine for consecutive3 days. At 1 day after last injection, the locomotor and depressive-like behaviors were evaluated in mice, using open field test (OFT)and forced swim test (FST), respectively. @*Results@#ZZIn case of adolescent mice, ketamine dose was negatively correlated with total distance traveled in the OFT (Spearman’srho = -0.27, p = 0.039). In case of adult mice, we found significant positive correlation between ketamine dose and duration of immobilityin the FST (Spearman’s rho = 0.45, p < 0.001). Immobility time in the 50 mg/kg ketamine-treated mice was significantly higher comparedto the saline-treated mice (Dunnett’s post-hoc test, p = 0.012). @*Conclusions@#ZZWe found that the repeated treatment with ketamine could decrease the locomotor or prolong the duration of immobilityin mice as the dose of ketamine increased. Our findings suggest that sub-anesthetic doses of ketamine might induce schizophrenia-like negative symptoms but not antidepressant effects in naïve laboratory animals.
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OBJECTIVES: This study examined the trend of press reports on mental illness in Korea to help set a desirable direction for future press reports on the subject.METHODS: This study adopted the method of semantic network analysis to analyze the trend of press reporting on mental illness in Korea. The study analyzed 1253 newspaper articles from 2016 to 2018 published by the five major Korean press: The Kyunghyang Shinmun, The Dong-A Ilbo, The Chosun Ilbo, The JoongAng Ilbo, and The Hankyoreh.RESULTS: The number of articles on mental illness is on the decline year by year, with 465 articles in 2016, 406 in 2017, and 382 in 2018. According to keyword analysis, the order of the words of the highest frequency is as follows: treatment (659), patients (486), mental health (466), incidents (436), and children and adolescents (413). In terms of the Degree Centrality, Closeness Centrality, and Betweenness Centrality, the following words are commonly ranked within the top 10 on the lists: treatment, children and adolescents, patient, mental health, depressive disorder, family, suicide, and counselling.CONCLUSION: The press should pay more attention to mental illness, and its reporting should guarantee accuracy, objectivity, fairness, diversity, and social responsibility. In addition, reports on mental illness need to provide balanced health information, considering the readers, from basic information on mental illness to detailed treatment methods. Establishing reporting guidelines for mental illness would help reduce harm and prejudice related to mental illness and increase access to treatment.
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Adolescent , Child , Humans , Depressive Disorder , Korea , Mental Health , Methods , Prejudice , Semantics , Social Responsibility , SuicideABSTRACT
Basal cell carcinoma (BCC) is the most common skin cancer and its incidence is steadily increasing. Prior radiation therapy is one of the most important risk factors for BCC. Although the mechanism remains undefined, long-term studies have shown that people exposed to radiation have an increased risk of BCC. Despite the fact that BCC occurs most frequently in sun-exposed areas of the body, patients with a history of radiation therapy have an increased risk of BCC in areas previously exposed to radiation. Here, we report a case of adenoid BCC on the abdomen in a 67-year-old woman after radiation therapy post-hysterectomy.
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Objectives@#ZZKetamine has been reported to have antidepressant effects or psychotomimetic effects. The aim of this study was to investigatethe behavioral effects of ketamine treatment at various sub-anesthetic doses in adolescent and adult naïve mice. @*Methods@#ZZIn each experiment for adolescent and adult mice, a total of 60 male Institute of Cancer Research mice were randomly dividedinto 6 groups, which were intraperitoneally treated with physiological saline, 10, 20, 30, 40, and 50 mg/kg ketamine for consecutive3 days. At 1 day after last injection, the locomotor and depressive-like behaviors were evaluated in mice, using open field test (OFT)and forced swim test (FST), respectively. @*Results@#ZZIn case of adolescent mice, ketamine dose was negatively correlated with total distance traveled in the OFT (Spearman’srho = -0.27, p = 0.039). In case of adult mice, we found significant positive correlation between ketamine dose and duration of immobilityin the FST (Spearman’s rho = 0.45, p < 0.001). Immobility time in the 50 mg/kg ketamine-treated mice was significantly higher comparedto the saline-treated mice (Dunnett’s post-hoc test, p = 0.012). @*Conclusions@#ZZWe found that the repeated treatment with ketamine could decrease the locomotor or prolong the duration of immobilityin mice as the dose of ketamine increased. Our findings suggest that sub-anesthetic doses of ketamine might induce schizophrenia-like negative symptoms but not antidepressant effects in naïve laboratory animals.
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Objectives@#This study aimed to investigate suicidal behaviors and the related psychopathology across the different stages of schizophrenia. @*Methods@#We recruited 131 patients with schizophrenia and categorized them into two groups, according to the duration of illness (DI) as follows: ≤10 years (n=39) and >10 years (n=92). Psychopathology and suicidality were assessed using the 18-item Brief Psychiatric Rating Scale (BPRS-18) and the suicidality module from the Mini-International Neuropsychiatric Interview, respectively. @*Results@#One-quarter of the patients with a DI ≤10 years and nearly one-sixth of the patients with a DI >10 years experienced suicidal behaviors in the previous month. Suicidality scores were significantly associated with the “affect” factor scores of the BPRS-18 in patients with a DI ≤10 years (β=0.55, p=0.003) and with the “resistance” factor scores in patients with a DI of >10 years (β=0.29, p=0.006). @*Conclusion@#The present study demonstrated that psychopathological factors were differentially associated with suicidality in patients with schizophrenia according to the illness stage. Our findings suggest that for effective suicide prevention, different approaches are required for the management of each stage of schizophrenia.
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OBJECTIVES: This study examined the functional disabilities of patients with chronic schizophrenia using WHO Disability Assessment Schedule 2.0 (WHODAS 2.0) and its related factors. METHODS: The subjects consisted of 86 patients with schizophrenia with more than 10 years' duration of illness and 40 healthy volunteers. The functional disabilities and psychopathology were evaluated using the WHODAS 2.0 and 18-items Brief Psychiatric Rating Scale (BPRS-18), respectively. This study analyzed the six sub-domains ('cognition', 'mobility', 'self-care', 'getting along', 'life activities', and 'participation') of WHODAS 2.0 and the four sub-scales ('positive symptoms', 'negative symptoms', 'affect', and 'resistance') of BPRS-18. RESULTS: Patients with chronic schizophrenia experienced severe functional disabilities across all six sub-domains of WHODAS 2.0 compared to healthy people. Hierarchical regression showed that 'negative symptoms' explained the disabilities in the WHODAS 2.0 sub-domains of 'cognition' (p<0.05), 'self-care' (p<0.05), 'getting along' (p<0.01), and 'life activities' (p<0.05). 'Positive symptoms' and 'affect' explained the disabilities in 'cognition' (p<0.01 and p<0.05, respectively) and 'participation' (p<0.05 and p<0.01, respectively). 'Resistance' was found to be a predictor of 'getting along' disabilities (p<0.01). CONCLUSION: Negative symptoms mainly accounted for the multiple domains of functional disabilities in the WHODAS 2.0 but residual positive and affective symptoms could also deteriorate the cognition and social participation of patients with chronic schizophrenia.
Subject(s)
Humans , Affective Symptoms , Appointments and Schedules , Brief Psychiatric Rating Scale , Cognition , Disability Evaluation , Global Health , Healthy Volunteers , Psychopathology , Schizophrenia , Social Participation , World Health OrganizationABSTRACT
OBJECTIVE: This study aimed to investigate the long-term effects of aripiprazole treatment during adolescence on behavior, cognitive function, and dopamine D2 receptor (D2R) expression in adult rats. METHODS: Adolescent male Sprague-Dawley rats were injected intraperitoneally with aripiprazole, risperidone, or vehicle control for 3 weeks (postnatal day 36–56). After a 2-week washout period, locomotion, anxiety, and spatial working memory were evaluated in adulthood (postnatal day 71–84), using an open field test, elevated plus maze, and Y-maze, respectively. In addition, we assessed D2R levels in the dorsolateral and medial prefrontal cortex (PFC), dorsal and ventral striatum, and hippocampus using western blot analysis. RESULTS: Spontaneous alternation performance (SAP) in the Y-maze, a measure of spatial working memory, differed significantly among the 3 groups (F = 3.89, p = 0.033). A post-hoc test confirmed that SAP in the aripiprazole group was significantly higher than that in the risperidone group (post-hoc test p = 0.013). D2R levels in the medial PFC (F = 8.72, p = 0.001) and hippocampus (F = 13.54, p < 0.001) were different among the 3 groups. D2R levels in the medial PFC and hippocampus were significantly lower in the aripiprazole-treated rats than that in the risperidone-treated rats (post-hoc test p = 0.025 and p < 0.001, respectively) and controls (post-hoc test p < 0.001, all). CONCLUSION: This study showed that aripiprazole treatment in adolescence could influence cognitive function and dopaminergic neurotransmission into early adulthood.
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Adolescent , Adult , Animals , Humans , Male , Rats , Anxiety , Aripiprazole , Blotting, Western , Cognition , Dopamine , Hippocampus , Locomotion , Memory, Short-Term , Models, Animal , Prefrontal Cortex , Rats, Sprague-Dawley , Receptors, Dopamine D2 , Risperidone , Synaptic Transmission , Ventral StriatumABSTRACT
OBJECTIVE: We aimed to develop predictive models to identify suicide attempters among individuals with suicide ideation using a machine learning algorithm. METHODS: Among 35,116 individuals aged over 19 years from the Korea National Health & Nutrition Examination Survey, we selected 5,773 subjects who reported experiencing suicide ideation and had answered a survey question about suicide attempts. Then, we performed resampling with the Synthetic Minority Over-sampling TEchnique (SMOTE) to obtain data corresponding to 1,324 suicide attempters and 1,330 non-suicide attempters. We randomly assigned the samples to a training set (n=1,858) and a test set (n=796). In the training set, random forest models were trained with features selected through recursive feature elimination with 10-fold cross validation. Subsequently, the fitted model was used to predict suicide attempters in the test set. RESULTS: In the test set, the prediction model achieved very good performance [area under receiver operating characteristic curve (AUC)=0.947] with an accuracy of 88.9%. CONCLUSION: Our results suggest that a machine learning approach can enable the prediction of individuals at high risk of suicide through the integrated analysis of various suicide risk factors.
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Forests , Korea , Machine Learning , Risk Factors , ROC Curve , SuicideABSTRACT
OBJECTIVE: The objective of this study was to investigate the Korean public’s recognition of autism spectrum disorder (ASD), revealing underlying factors regarding perception relative to etiology and treatment of ASD, and examining variables related to those factors. METHODS: An online survey was held to investigate mental health literacy (MHL) on ASD of the general public in Korea. A total of 673 adults participated and completed questionnaires on socio-demographic characteristics and if they know someone with ASD. Next, participants were provided with a vignette describing a child with ASD. Only those that recognized there was a problem with the child moved to the next part which asked their perception regarding etiology and treatment of ASD. RESULTS: According to our study, approximately 25% of participants correctly recognized the child in the vignette as having ASD. Perception regarding etiology and treatment of ASD varied among socio-demographic characteristics. Participants acquainted with someone with ASD and correctly recognized ASD held mixed perception regarding cause and treatment. CONCLUSION: This study investigated MHL of ASD in Korea. The result reveals there is much room for improvement relative to raising awareness on MHL of ASD. Intervention considering socio-demographic characteristics and acquaintance with ASD are needed.
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Adult , Child , Humans , Autism Spectrum Disorder , Autistic Disorder , Korea , Literacy , Mental HealthABSTRACT
OBJECTIVES: The aim of this study was to analyze research and development projects in mental health services in Korea, using priority evaluation of mental health promotion policies to determine direction of the service. METHODS: An online survey was conducted that targeted experts in the mental health service regarding promotion of mental health in Korea in 2016. The survey was based on 32 policy projects that resulted from 12 strategies according to 4 policy objectives. RESULTS: Analysis of 32 mental health projects were assessed regarding the possibility of technology development success, magnitude of the ripple effect, and necessity of a national response. It was observed that 3 policy projects relevant to suicide, had a high relative priority. This was followed by policies for improvement of health insurance and the medical benefit cost system, and policies for reinforcement of crisis psychological support such as those for disaster victims. CONCLUSION: The prioritization of mental health services should place an emphasis on promotion of a healthy mental lifestyle, rehabilitation support for patients with serious mental illness, and reinforcement of social safety networks for suicide prevention.
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Humans , Disaster Victims , Health Promotion , Industrial Development , Insurance, Health , Korea , Life Style , Mental Health Services , Mental Health , Rehabilitation , Social Change , SuicideABSTRACT
OBJECTIVE: This study aimed to investigate clinical factors contributing to the low physical activity (PA) of patients with chronic schizophrenia. METHODS: PA was measured in 50 outpatients with chronic schizophrenia using the International Physical Activity Questionnaire Short Form (IPAQ-SF). Psychopathology, psychosocial functioning, and extrapyramidal symptoms were assessed using the 18 item-Brief Psychiatric Rating Scale (BPRS-18), Global Assessment of Functioning (GAF), and Drug-Induced Extrapyramidal Symptom Scale (DIEPSS), respectively. We examined differences in these clinical variables between “inactive,”“minimally active,” and “health enhancing physical activity” groups. Linear regression analysis was used to examine the clinical factors explaining low PA levels in patients with schizophrenia. RESULTS: Subjects spent an average of 130.18±238.89 min/wk on moderate/vigorous-intensity PA and only 26% of them met the recommended PA guideline of 150 minutes of at least moderate PA per week. The inactive group showed significantly higher BPRS-18 and DIEPSS scores, and a lower GAF score than the other groups. Linear regression analysis showed that DIEPSS scores independently explained the amount of total PA (p=0.001) and time spent being sedentary (p=0.028). CONCLUSION: This study provides preliminary evidence that extrapyramidal symptoms could be a major impediment to the PA of patients with schizophrenia.
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Humans , Linear Models , Motor Activity , Outpatients , Psychopathology , Schizophrenia , Sedentary BehaviorABSTRACT
OBJECTIVE: People with depression often suffer from comorbid, chronic physical diseases. Little is known about how demographic characteristics such as age and sex influence the prevalence of chronic physical diseases comorbid with depression. Therefore, this study aimed to explore the age and sex differences in the prevalence of diverse, chronic physical diseases comorbid with depression. METHODS: This cross-sectional survey were conducted with the participants (n=45,598) of the Korean National Health and Nutrition Examination Survey (KNHANES). Using log-binomial regression, age adjusted prevalence ratios (APR) of chronic physical diseases of participants with depression and those without depression were estimated for each sex and age group. RESULTS: The APR of most chronic physical diseases were significantly higher among respondents with depression than those without depression. Chronic physical diseases that showed the highest APR were asthma in adult male respondents (APR=3.46) and adult female respondents (APR=2.19) and chronic renal failure in elderly male respondents (APR=8.36) and elderly female respondents (APR=1.94). CONCLUSION: Prevalence ratios of the chronic physical diseases comorbid with depression differed according to sex and age groups. Collaborative care strategies should be designed according to demographic characteristics of the population.
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Adult , Aged , Female , Humans , Male , Asthma , Comorbidity , Cross-Sectional Studies , Depression , Kidney Failure, Chronic , Korea , Nutrition Surveys , Prevalence , Sex Characteristics , Surveys and QuestionnairesABSTRACT
BACKGROUND: The recent revision of South Korea's Mental Health Law emphasizes the role of the Mental Health Review Board. For this study, we examined the current status of continuing hospitalization judgement in Mental Health Review Board at the national level and aimed to determine the directions of improvement. METHODS: Using a qualitative case study as the research method, we interviewed 30 Mental Health Review Board members and analyzed the results. RESULTS: Each municipality had very different continuing hospitalization judgement methods. In our systematic review, which consisted of document inspection, we identified reliability problems due to limitations in Mental Health Review Board's operating systems, discharge orders, etc. Additionally, continuing hospitalization judgement needs to improve the objectivity, fairness, and effectiveness of their screening examinations. CONCLUSION: Based on the results of this study, we suggest policy proposals to improve these systems, such as standardizing examination processes, strengthening on-site inspections, increasing the independence and neutrality of judgment in Mental Health Review Board, building community mental health infrastructures, and establishing integrated management systems.
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Hospitalization , Judgment , Jurisprudence , Mass Screening , Mental Health , Methods , Qualitative ResearchABSTRACT
Awareness of public mental health has increased due to drastic changes in society, and issues concerning the rights of mentally ill patients have emerged. The Korean NeuroPsychiatric Association (KNPA) has examined the current environment and proposed directions for improvement of this field. As the step for the implementation of the development of the mission · vision · core values for KNPA, KNPA have gone on the effort to improve public mental health letting people realize of the work that KNPA have carried out and help members work together. The committee of special mission of KNPA began in 2016 and held its first meeting on March 25 with professional consultants. They researched and collected information, carried out interviews, surveys, analyzed various opinions, and examined information and materials throughout 7 meetings. The special members of KNPA submitted agendas to the board of directors on September 9th, and the provisional board committee debated and decided the final agendas on September 24th. They announced the mission · vision · core values for KNPA on October 28th at the great autumn congregation held in Kimdaejung Convention Center in Kwangju. The event has proved that all members of KNPA have cooperated for the rights and interest of the committee, and will lead the public mental health of our society. This will provide the basis for the better life of our society.
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Humans , Consultants , Linear Energy Transfer , Mental Health , Mentally Ill PersonsABSTRACT
OBJECTIVES: Clozapine is an antipsychotic agent commonly prescribed in patients with treatment-resistant schizophrenia. A drawback of using clozapine is risk of hematologic side effects ranging from mild neutropenia to fatal agranulocytosis. In clinical settings, other atypical antipsychotic agents are frequently combined with clozapine because some treatment-resistant patients would not respond to clozapine alone. Unfortunately, other atypical antipsychotics may also cause hematologic side effects, and the combination therapy might aggravate the possible neutropenic side effects. The purpose of this study was to investigate the difference in the incidence of hematologic side effects between clozapine monotherapy and augmentation therapy. METHODS: We retrospectively reviewed the medical records of 114 patients who were diagnosed with schizophrenia and being prescribed with clozapine in a single university hospital. White blood cell count (WBC) and absolute neutrophil count (ANC) were identified every 1 month in clozapine monotherapy group and clozapine-atypical antipsychotics augmentation therapy group. RESULTS: Compared with clozapine monotherapy group, augmentation therapy group showed no significant differences in WBC and ANC for the first 6 months of combination. Amisulpride augmentation showed temporary increases in WBC and ANC, especially compared with paliperidone augmentation. CONCLUSION: Augmentation of amisulpride to clozapine might be associated with temporary increases in WBC and ANC during the first 3 months of combination. Further investigations should be carried out to clarify the clinical significance of our findings.