• Title/Summary/Keyword: depressive disorder

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EEG Classification for depression patients using decision tree and possibilistic support vector machines (뇌파의 의사 결정 트리 분석과 가능성 기반 서포트 벡터 머신 분석을 통한 우울증 환자의 분류)

  • Sim, Woo-Hyeon;Lee, Gi-Yeong;Chae, Jeong-Ho;Jeong, Jae-Seung;Lee, Do-Heon
    • Bioinformatics and Biosystems
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    • v.1 no.2
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    • pp.134-138
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    • 2006
  • Depression is the most common and widespread mood disorder. About 20% of the population might suffer a major, incapacitating episode of depression during their lifetime. This disorder can be classified into two types: major depressive disorders and bipolar disorder. Since pharmaceutical treatments are different according to types of depression disorders, correct and fast classification is quite critical for depression patients. Yet, classical statistical method, such as minnesota multiphasic personality inventory (MMPI), have some difficulties in applying to depression patients, because the patients suffer from concentration. We used electroencephalogram (EEG) analysis method fer classification of depression. We extracted nonlinearity of information flows between channels and estimated approximate entropy (ApEn) for the EEG at each channel. Using these attributes, we applied two types of data mining classification methods: decision tree and possibilistic support vector machines (PSVM). We found that decision tree showed 85.19% accuracy and PSVM exhibited 77.78% accuracy for classification of depression, 30 patients with major depressive disorder and 24 patients having bipolar disorder.

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Korean Medication Algorithm for Bipolar Disorder 2018 : Children and Adolescents (한국형 양극성 장애 약물치료 알고리듬 2018 : 소아/청소년)

  • Shim, Se-Hoon;Bahk, Won-Myong;Yoon, Bo-Hyun;Jon, Duk-In;Seo, Jeong Seok;Kim, Won;Lee, Jung Goo;Woo, Young Sup;Jeong, Jong-Hyun;Kim, Moon-Doo;Sohn, Inki;Song, Hoo-Rim;Min, Kyung Joon
    • Mood & Emotion
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    • v.16 no.3
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    • pp.109-122
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    • 2018
  • Objectives : The objective of this study was to revise the Korean Medication Algorithm Project for Bipolar Disorder (KMAP-BP) 2014: Children and Adolescents. Methods : We performed the survey, using a questionnaire comprising 22 questions according to each situation, in children and adolescents with bipolar disorder. Results : First-line pharmacotherapeutic strategies for manic episode in children with bipolar disorder were a combination of mood stabilizer (MS) and an atypical antipsychotics (AAP), monotherapy with an AAP, risperidone, and aripiprazole. Aripiprazole was selected as first-line medication for depressive episode in children with bipolar disorder, and aripiprazole, and risperidone were selected as first-line at high-risk children. First-line pharmacotherapeutic strategies for manic episode in adolescents were a combination of MS and an AAP, monotherapy with an AAP valproate, lithium, risperidone (Treatment of Choice, TOC), aripiprazole, and quetiapine. First-line pharmacotherapeutic strategies for depressive episode in adolescents, were a combination of an atypical antipsychotics and lamotrigine, valproate, aripiprazole (TOC), risperidone, and quetiapine. For depressive episodes in adolescents at high risk for bipolar disorder, valproate, aripiprazole (TOC), and risperidone were selected as first-line medication. Conclusion : We expect that the present KMAP-BP 2018-children and adolescents, is useful for clinicians to treat children and adolescents with bipolar disorder.

Predictors of Cognitive Improvement during 12 Weeks of Antidepressant Treatment in Patients with Major Depressive Disorder

  • Lee, Jeong-Ok;Kim, Ju-Wan;Kang, Hee-Ju;Hong, Jin-Pyo;Kim, Jae-Min
    • Clinical Psychopharmacology and Neuroscience
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    • v.16 no.4
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    • pp.461-468
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    • 2018
  • Objective: Cognitive disturbance is one of the major symptoms of depression and may be improved by treatment with antidepressants. This study aimed to investigate the predictors of cognitive improvement in patients with major depressive disorder (MDD) who were taking antidepressants. Methods: This study included 86 patients with MDD who completed 12 weeks of antidepressant monotherapy. Cognitive symptoms were assessed using the Perceived Deficits Questionnaire-Korean version (PDQ-K), which addresses four domains of cognitive functioning (attention/concentration, retrospective memory, prospective memory, and organization/planning) and was administered at study entry and at the 12-week end point. A variety of demographic, clinical, and treatment-related variables were evaluated as predictors of changes in total and domain scores. Results: All PDQ-K domains showed significant improvement after 12 weeks of antidepressant treatment. More severe initial depressive symptoms, fewer sick-leave days at study entry, and reduced use of concomitant anxiolytics/hypnotics during treatment were significantly associated with greater cognitive improvement. Conclusion: Cognitive symptoms are more responsive to antidepressant treatment in patients with severe MDD. Reduced use of anxiolytics and hypnotics could improve the cognitive functioning of patients with MDD taking antidepressants.

Transcranial Direct Current Stimulation-Psychiatric Application and Its Current Status (경두개 직류 자극-정신과적 활용과 현황)

  • Kim, Pyungkyu;Kim, Dohyoung
    • Korean Journal of Biological Psychiatry
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    • v.24 no.4
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    • pp.175-187
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    • 2017
  • Transcranial direct current stimulation (TDCS) is a clinically safe and effective method of delivering weak electric current to modulate cortical activities. And based on the cumulating scientific evidences, the method is recommended to treat major depressive disorder (MDD) and other psychiatric disorders. In this paper, we review the development of TDCS in the rising field of neuromodulation. Then with suggested biochemical and physical mechanism of TDCS, we summarize the reported cases of using TDCS to alleviate major neuropsychiatric disorders. And, in particular, the treatment of MDD is highlighted as an illustrative example of using TDCS. We discuss here the therapeutic potentials of this method in psychiatry. And in closing remarks, we evaluate the current technical limitations and suggest the future directions of this method in both the clinical and research aspects.

Treatment Compliance of Antidepressants (항우울제의 복약 순응도)

  • Lee, Moon-Soo;Ko, Young-Hoon;Joe, Sook-Haeng
    • Korean Journal of Biological Psychiatry
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    • v.17 no.1
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    • pp.5-14
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    • 2010
  • Depressive disorder is a chronic disabling condition with recurrent episodes. Medication noncompliance is a significant problem for effective management of depressive disorder. However, compliance with antidepressant medication is poor. There are difficulties in assessing compliance accurately. Various methods for assessing compliance are in use. A patient's compliance with antidepressant may be affected by many factors including the clinical characteristics of depression, pharmacologic properties of antidepressants, patients' characteristics, accessibility treatment, and doctor-patient relationships. For enhancing the treatment compliance, psychotherapeutic considerations in patient-therapist relationship are needed.

Depressive Disorders among Hansen Disease Patients Living in a Collective Farm (한 집단 농원 한센병 환자들의 우울장애)

  • Kim, Yun-Gu;Park, Min-Ho;Park, Jae-Won;Song, Joon-Ho;Sim, Seong-Gyun;Lee, Joo-Hyoung;Lee, Hee-Young;Yun, Dong-Il;Jung, Sung-Hwan;Min, Young-Sun;Bae, Geun-Ryang;Jung, Cheoll;Lim, Hyun-Sul;Cheong, Hae-Kwan
    • Journal of agricultural medicine and community health
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    • v.29 no.1
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    • pp.133-145
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    • 2004
  • Objectives: Depression is a major health concern that can be life threatening if not recognized and treated early. However, there is few report on the depressive disorder of Hansen disease patients in Korea. Therefore, the authors executed this study in order to check factors related to a depressive disorder of a Hansen disease patients and compare with factors to reach to a depressive symptoms of ordinary people with studying their life state and the trouble that Hansen disease patients were currently experiencing Method: The authors surveyed depressive symptoms using self-reported questionnaires in 74 Hansen disease patients and 84 controls. The severity of depressive symptoms was measured using Korean Form of Geriatric Depression Scale (KGDS) score. Result: Positive rate of depressive disorders among Hansen disease patients was 70.3% and that the referents was 31.0%. There is significant difference positive rate of depressive disorders between Hansen disease group and the referents in the factors such as gender, age, frequency of going out, familial type, and familial income. Depressive disorder of Hansen disease group was associated with sex, familial income. According to the multiple logistic regression, the odds ratios of the Hansen disease group versus referents, gender, familial income, frequency of going out were significant (p<0.05). Conclusion: Hansen disease patients had statistically significant higher depressive symptom score than the referents. Also, Hansen disease patients who have lower familial income were more likely to have depressive disorders. Therefore, Economical supports and policy are required for the Hansen disease patients.

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Alexithymia in Major Depressive Disorder and Subclinical Depression (주요 우울장애와 준임상적 우울증에서의 감정표현불능증)

  • Kim, Seog-Ju;Yu, Seung-Hee;Kim, Seong-Youn;Kim, Dong-Wook;Cho, In-Hee;Cho, Seong-Jin
    • Korean Journal of Psychosomatic Medicine
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    • v.15 no.2
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    • pp.100-106
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    • 2007
  • Objectives : The objective of the present study was to investigate alexithymia in major depressive disorder(MDD) and subclinical depression(SCD). Methods : Three hundred eighty-six community-dwelling adults(238 females and 148 males, age 19-79; mean age $43.0{\pm}13.9$) were recruited. Structured clinical Interview for DSM-IV(SCID) was conducted for the diagnosis of MDD or other Axis I psychiatric disorders. The Center for Epidemiological Studies for Depression Scale(CES-D) and the Totonto Alexithymia Scale(TAS) were administered to assess depressive symptom and alexithymia, respectively. Among subjects without MDD, those who had minor depressive disorder on the SCID or high scores(i.e. over 16) on the CES-D were defined as subjects with SCD. TAS total score and factor I, II, III scores of TAS in MDD, SCD, and non-depressive controls were compared. Results : Among 386 subjects, 38 subjects(9.8%) were diagnosed as MDD by DSM-IV criteria, while 57 subjects(14.8%) were classified into SCD group. There were significant differences between 3 groups(MDD, SCD and non-depressive controls) in total score($F_{2,383}=14.0$, p<0.01), factor I(difficulty in identifying feeling)($F_{2,383}=23.4$, p<0.01) and factor II(difficulty in describing feeling)($F_{2,383}=7.8$, p<0.01), but not factor III(external oriented thinking)($F_{2,383}=1.8$, p=0.16) of TAS. In post-hoc analysis, both MDD subjects and SCD subjects had higher scores in TAS total, factor I and factor II, compared to non-depressive controls(all p<0.01). In contrast, there were no significant differences between MDD subjects and SCD subjects in any TAS factor. Conclusion : In this study, both MDD subjects and SCD subjects were more alexithymic than non-depressive control subjects. These findings suggest that SCD, as well as MDD, is also related to alexithymia.

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The Comparison of the Short-Term Prognosis According to the Polarity of First Episode in Children and Adolescent with Bipolar Disorder : A Single Center Study (소아 청소년 양극성장애 환아군에서의 첫 기분 삽화의 극성에 따른 단기 예후 비교 : 단일 기관 연구)

  • Kweon, Kukju;Park, Subin;Lee, Soo-Min;Kim, Jae-Won;Shin, Min-Sup;Yoo, Hee-Jeong;Cho, Soo-Churl;Kim, Bung-Nyun
    • Anxiety and mood
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    • v.9 no.2
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    • pp.101-105
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    • 2013
  • Objectives : This study was conducted to evaluate the association between first episode polarity of pediatric bipolar disorder and prognosis. Methods : We analyzed the clinical records of 66 inpatient subjects with DSM-IV defined pediatric bipolar disorder. The patients were split into 2 groups according to the polarity of the illness onset [depressive onset (DO) vs. manic/hypomanic/mixed onset (MO)]. Clinical feature and prognosis were compared between the two groups of patients. Results : In our sample, 68% of patients experienced a depressive onset. In DO patients, rates of suicidal attempt, episodic illness course and comorbid disruptive behavior disorder were higher than rates in MO patients. Conclusion : Findings from this study suggest that polarity of illness onset may be useful in predicting the prognosis of pediatric bipolar disorder.

CLINICAL CHARACTERISTICS OF CHILD AND ADOLESCENT PSYCHIATRIC INPATIENTS WITH MOOD DISORDER (입원한 기분장애 소아청소년의 임상특성 - 주요 우울증과 양극성장애의 우울삽화 비교를 중심으로 -)

  • Cho, Su-Chul;Paik, Ki-Chung;Lee, Kyung-Kyu;Kim, Hyun-Woo;Hong, Kang-E;Lim, Myung-Ho
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.11 no.2
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    • pp.209-220
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    • 2000
  • The purpose of this study is to find out the characteristics of depressive episode about major depression and bipolar disorder in child and adolescent. The subjects of this study were 34 major depression patients and 17 bipolar disorder patients hospitalized at child and adolescent psychiatry in OO university children's hospital from 1st March 1993 to 31st October 1999. The method of this study is to review socio-demographic characteristics, diagnostic classification, chief problems and symptoms at admission, frequency of symptoms, maternal pregnancy problem history, childhood developmental history, coexisting psychiatric disorders, family psychopathology and family history and therapeutic response through their chart. 1) The ratio of male was higher than that of female in major depressive disorder while they are similar in manic episode, bipolar disorder. 2) Average onset age of bipolar disorder was 14 years 1 month and it was 12 years 8 months in the case of major depression As a result, average onset age of major depression is lower than that of bipolar disorder. 3) The patients complained of vegetative symptoms than somatic symptoms in both bipolar disorder and depressive disorder. Also, the cases of major depression developed more suicide idea symptom while the case of bipolar disorder developed more aggressive symptoms. In the respect of psychotic symptoms, delusion was more frequently shown in major depression, but halucination was more often shown in bipolar disorder. 4) Anxiety disorder coexisted most frequently in two groups. And there coexisted symptoms such as somartoform disorder, mental retardation and personality disorder in both cases. 5) The influence of family loading was remarkable in both cases. Above all, the development of major depression had to do with child abuse history and inappropriate care of family. It is apparent that there are distinctive differences between major depression and bipolar disorder in child and adolescent through the study, just as in adult cases. Therefore the differences of clinical characteristics between two disorders is founded in coexisting disorders and clinical symptoms including onset age, somatic symptoms and vegetative symptoms.

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Comparison between Dothiepin-Sertraline Combination and Dothiepin Alone Therapy in the Treatment of Depressive Disorder (우울 장애의 치료에 있어서 dothiepin-sertraline 병합과 dothiepin 단독 요법의 비교)

  • Cha, Ji Hyun;Jung, In-Kwa;Lee, Min Soo
    • Korean Journal of Biological Psychiatry
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    • v.4 no.2
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    • pp.251-258
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    • 1997
  • The dysfunction of either or both noradrenaline and serotonin system are important in the pathophysiology of depression. Previous reports have suggested that there may be an important interaction between these two systems. Recently, some investigators have suggested that the combination of tricyclic antidepressants(TCAs) and selective serotonin reuptake inhibitors(SSRIs) would produce a rapid synergistic effect on down-regulation of either or both of these two systems and that this combination may produce a more rapid and absolute antidepressant effect. We compared the treatment efficacy, treatment associated side effects, treatment satisfaction, and the quality of life between the combination therapy of dothiepin-sertraline as well as the therapy of dothiepin alone in the treatment of major depressive disorder and dysthymic disorder. In our study, the combination therapy of dothiepin and sertraline produced a more rapid and absolute antidepressant effect than dothiepin alone. And the patients with combination therapy experienced relatively high treatment satisfaction than the patients with dothiepin therapy. The patients' quality of life improved more rapidly in the combination therapy, especially, in the health perception, social behavior, and life satisfaction, than dothiepin alone. These results support the hypothesis that the combination of TCA and SSRI may produce a rapid synergistic effect on either or both norepinephrine and serotonin system, and more rapid antidepressant effect and high treatment satisfaction.

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