• Title/Summary/Keyword: Bipolar disorders

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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 : Safety and Tolerability (한국형 양극성 장애 약물치료 알고리듬 2018 : 안정성과 내약성)

  • Sohn, InKi;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;Jung, Young-Eun;Shim, Se-Hoon;Song, Hoo-Rim;Min, Kyung Joon
    • Mood & Emotion
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    • v.16 no.3
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    • pp.134-139
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    • 2018
  • Objectives : Treatment for bipolar disorder is often complicated by various clinical situations. We undertook a survey of expert opinions to facilitate clinical decisions in special situations such as weight gain, metabolic syndrome, hyperprolactinemia, genetic counseling, and treatment adherence. Methods : A written survey that asked treatment strategies related to safety and tolerability, was prepared focused on weight gain, antipsychotic related hyperprolactinemia, lamotrigine related skin rash, treatment non-adherence and genetic counseling. Sixty-one experts of the review committee completed the survey. Results : In the case of weight gain related to medications, experts preferred exercise and education for diet-control. First chosen medications were lamotrigine, aripiprazole and ziprasidone. Recommendations based on expert survey results for treatment of bipolar patients in other special situations are outlined. Conclusion : With limitation of expert opinions, authors hope that results of this study provide valuable information to make clinical decisions about treatment of bipolar disorder in complicated situations.

Association between a Genetic Variant of CACNA1C and the Risk of Schizophrenia and Bipolar I Disorder Across Diagnostic Boundaries (조현병과 제1형 양극성장애의 진단 경계를 넘어선 공통적 후보유전자로서의 CACNA1C에 대한 단일염기다형성 연합 연구)

  • Lee, Bora;Baek, Ji Hyun;Cho, Eun Young;Yang, So-Yung;Choi, Yoo Jin;Lee, Yu-Sang;Ha, Kyooseob;Hong, Kyung Sue
    • Korean Journal of Schizophrenia Research
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    • v.21 no.2
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    • pp.43-50
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    • 2018
  • Objectives : Genome-wide association studies (GWASs) and meta-analyses indicate that single-nucleotide polymorphisms (SNPs) in the a-1C subunit of the L-type voltage-dependent calcium channel (CACNA1C) gene increase the risk for schizophrenia and bipolar disorders (BDs). We investigated the association between the genetic variants on CACNA1C and schizophrenia and/or BDs in the Korean population. Methods : A total of 582 patients with schizophrenia, 336 patients with BDs consisting of 179 bipolar I disorder (BD-I) and 157 bipolar II disorder (BD-II), and 502 healthy controls were recruited. Based on previous results from other populations, three SNPs (rs10848635, rs1006737, and rs4765905) were selected and genotype-wise association was evaluated using logistic regression analysis under additive, dominant and recessive genetic models. Results : rs10848635 showed a significant association with schizophrenia (p=0.010), the combined schizophrenia and BD group (p=0.018), and the combined schizophrenia and BD-I group (p=0.011). The best fit model was dominant model for all of these phenotypes. The association remained significant after correction for multiple testing in schizophrenia and the combined schizophrenia and BD-I group. Conclusion : We identified a possible role of CACNA1C in the common susceptibility of schizophrenia and BD-I. However no association trend was observed for BD-II. Further efforts are needed to identify a specific phenotype associated with this gene crossing the current diagnostic categories.

Association between Panic Disorder and Dopamine D2 Receptor TaqI A Polymorphism (공황장애와 도파민 D2 수용체 TaqI A 다형성의 관련)

  • Lim, Se-Won;Kim, Bum-Jo;Oh, Kang-Seob;Lee, Min-Soo
    • Anxiety and mood
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    • v.2 no.1
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    • pp.45-49
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    • 2006
  • Puropse : Disturbances of dopaminergic system might be related to the possible mechanism of panic disorder. This study was aimed to examine the association of DRD2 Taq 1 polymorphism and panic disorder. Methods : One hundred and fourteen patients with panic disorder (62 male (54.4%), mean age $40.96{\pm}0.11$ years) and 200 comparison subjects (114 male (57.0%), mean age $35.57{\pm}8.81$ years)were tested for DRD2 TaqI A polymorphism. We excluded panic patients with comorbid alcohol related disorders, bipolar disorders, and any kinds of psychotic disorders because there have been some reports about association of these disease and DRD2 TaqI A polymorphism. Results : There was significant difference in the frequency of the genotype in DRD2 polymorphism between patients and controls (${\chi}^2$=6.09, df=2, p=0.048). The A1+ allele (A1A1 and A1A2) frequency analysis also showed significant association (${\chi}^2$=4.08, df=1, p=0.043). In addition, we observed a more strong and specific association between panic disorder and the A1+ allele of the DRD2 TaqI polymorphism for men (${\chi}^2$=4.71, df=1, p=0.03), but not for women (${\chi}^2$=0.45, df=1, p=0.50). Conclusion : These results in our Korean sample suggest that the DRD2 TaqI A polymorphism may be associated with panic disorder. Furthermore, we found sex-specific association of DRD2 A1 allele with panic disorder.

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Changes in Psychotropic Prescription Patterns in Patients Admitted to an Open Psychiatric Ward : Eleven-Year Comparison in a University Hospital in Gyeonggi-Do (정신건강의학과 개방병동 입원 환자의 진단군별 약물 처방 경향 변화 : 경기도 소재 일 대학병원에서의 11년 비교 연구)

  • Byun, Seonjeong;Kim, Euitae;Yoo, Hee Jeong;Ha, Tae Hyon;Yoon, In-Young;Kim, Ki Woong
    • Korean Journal of Biological Psychiatry
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    • v.22 no.4
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    • pp.195-204
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    • 2015
  • Objectives This study investigated the patterns of psychotropic medications prescribed to patients admitted to an open psychiatric ward. Methods We reviewed 4282 medical records of patients who were discharged from an open psychiatric ward from May 2003 through April 2014. Data were collected on each patient's age, sex, length of hospital stay, number of past admissions, discharge diagnosis, and kinds and dosages of psychotropic medications at discharge. Results Among the 1384 male and 2898 female patients, 3.56 psychotropic medications were prescribed on average, with the number increasing across years, from 3.30 in 2003-2008 to 3.76 in 2009-2014. Prescription rates of antipsychotics, anxiolytics, and hypnotics significantly increased in patients with depressive disorders, bipolar disorders, anxiety disorders, delirium, dementia, and amnestic and other cognitive disorders. Only lithium prescription rates decreased significantly. Prescriptions for two or more anxiolytics and antipsychotics increased during the survey years, while antidepressant polypharmacy rates decreased. Conclusions Recently, there has been a significant increase in the number of psychotropic medications prescribed, including antipsychotics, anxiolytics, and hypnotics. Caution should be exercised when prescribing medications to avoid cost increases and the risk of side effects, with uncertain gains in the quality of care.

The Electroconvulsive Therapy in the Prevention of Suicide Risks and Attempts (자살 위험성 및 자살 시도 방지에 대한 전기경련치료의 역할)

  • Kim, Hee Cheol;Jeong, Seong Hoon;Ahn, Yong Min;Park, Seung Hyun;Kim, Yong Sik;Chung, In Won
    • Korean Journal of Biological Psychiatry
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    • v.27 no.2
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    • pp.64-73
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    • 2020
  • Suicidality is the most serious complication of mood disorders and psychosis; effective treatment should reduce suicide rates. The Organization for Economic Cooperation and Development age-standardized suicide rate in Korea was 22.6 in 2018, much higher compared to other countries worldwide. As mental and psychiatric problems are the main reasons for suicide attempts, accounting for 31.6% in 2018, targeting such problems should be the focus of efforts to reduce suicide rates. However, the ability of current pharmacotherapeutic and psychotherapeutic interventions to reduce suicide rates is limited due to their delayed effects. Therefore, electroconvulsive therapy (ECT) has been proposed as an alternative treatment. This approach is effective for treating most mental disorders associated with high suicide rates, including severe depression, bipolar disorder, and intractable psychotic disorders; ECT is also effective for Parkinson's disease, which has the highest suicide rate among all disorders in Korea. The acute, long-term, and prophylactic effects of ECT on suicidality have been reported in the literature, and treatment guidelines outside of Korea recommend that ECT be used at an early stage for rapid reduction of suicide rates, as opposed to being applied as a treatment of last resort. However, only ~0.092 of every 10000 members of the Korean general population received ECT in 2018; this is much lower than the average rate worldwide, of 2.2 per 10000. Elimination of obstacles to the use of ECT, early crisis intervention involving administration of ECT for rapid stabilization, and maintenance ECT to prevent recurrence should reduce suicide rates.

The Understanding of Depression Subtypes (우울증 아형들의 이해)

  • Han, Chang-Hwan;Ryu, Seong Gon
    • Korean Journal of Biological Psychiatry
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    • v.8 no.1
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    • pp.20-36
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    • 2001
  • The debate about whether depressive disorders should be divided into categories or arrayed along a continuum has gone for decade, without resolution. In our review, there is more evidence consistent with the spectrum concept than there is with the idea that depressive disorders constitute discrete clusters marked by relatively discontinuous boundaries. First, "depression spectrum", "is there a common genetic factors in bipolar and unipolar affective disorder", "threshold model of depression" and "bipolar spectrum disorder" are reviewed. And, a new subtype of depression is so called SeCA depression that is a stressor-precipitated, cortisol-induced, serotonin-related, anxiety/aggression-driven depression. SeCA depression is discussed. But, there is with the idea that depressive disorders constitute discrete subtypes marked by relatively discontinuous boundaries. This subtypes of depressive disorder were reviewed from a variety of theoretical frames of reference. The following issues are discussed ; Dexamethasone suppression test(DST), TRH stimulation test, MHPG, Temperament Character Inventory(TCI), and heart rate variability(HRV).

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Prevalence and Its Correlates of Restless Legs Syndrome in Outpatients with Bipolar Disorders (양극성장애 환자의 하지불안증후군 유병율과 관련 특성)

  • Lee, Neung-Se;Yoon, Bo-Hyun;Lee, Hyun Jae;Sea, Young-Hwa;Song, Je-Heon;Park, Suhee;Lee, Ji Seon
    • Korean Journal of Psychosomatic Medicine
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    • v.22 no.2
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    • pp.121-129
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    • 2014
  • Objectives : This study was to assess the prevalence and its correlates of restless legs syndrome(RLS) in outpatients with bipolar disorder. Methods : A total of 100 clinical stabilized bipolar outpatients were examined. The presence of RLS and its severity were assessed using the International Restless Legs Sydrome Study Group(IRLSSG) diagnostic criteria. Beck's Depression Inventory(BDI), Spielberg's State Anxiety Inventory(STAI-X-1), Pittsburgh Sleep Quality Index(PSQI), Korean version Drug Attitude Inventory(KDAI-10), Subjective Well-Beings under Neuroleptic Treatment Scale-Short Form(SWN-K) and Barnes Akathisia Rating Scale(BARS) were used to evaluate the depressive symptomatology, level of anxiety, subjective quality of sleep, subjective feeling of well-being, drug attitude, presence of akathisia, respectively. Results : Of the 100 bipolar outpatients, 7(7%) were met to full criteria of IRLSSG and 36(36%) have at least one of the 4 IRLSSG criterion. Because of relatively small sample size, non-parametric analysis were done to compare the characteristics among 3 groups(full-RLS, 1 ${\geq}$positive RLS-symptom and Non-RLS). There were no significant differences in sex, age, and other sociodemographic and clinical data among 3 groups. BDI, STAI-X-1 and PSQI are tended to be impaired in RLS and 1 ${\geq}$positive RLS-symptom groups. Conclusions : This is the first preliminary study for studying the prevalence and its correlates of RLS in bipolar disorder. The results shows that relatively small proportion of RLS was present in bipolar disorder patients when compared to patients with schizophrenia. Same tendencies shown in schizophrenic patients were found that bipolar patients with RLS had more depressive symptoms, state anxiety and poor subjective sleep quality. Further systematic studies may be needed to find the characteristics of RLS in bipolar patients.

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Mood Stabilizers (기분안정제)

  • Kim, Young-Hoon;Jang, Tae-Soep
    • Korean Journal of Biological Psychiatry
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    • v.1 no.1
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    • pp.40-59
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    • 1994
  • The introduction of lithium salts for the treatment of mood disorder by Code in 1949 was a major therapeutic breakthrough. Yet it is far from the universal therpeutic agent in the treatment of mood disorders. Indeed, some acutely manic patients do not respond adeqately to lithium and some individuals experience breakthrough affective episodes during lithium maintenance. In the last decode, it has become c1ear that a significant number of patients with more highly recurrent disorders may require alternative or enhanced forms of prophylactic treatment. For these reasons, a variety of other drugs hove been employed for the treatment and prophylaxis of mood disorders. Efforts to develop new pharmacologic strategies for mood disorder hove included a diverse array of medications, ranging from potent benzodiazepines to novel neuroleptics and from anticonvulsants to calcium channel blockers. The anticonvulsants appear particularly useful in cases of dysphoric mania and rapid cycling state, subforms of bipolar disorder that respond quite poorly to conventional treatments. Among all of these new pharmacologic strategy, carbamazepine and sodium valproate have received the broadest clinical applications as maintenance therapies. The data documenting the short-term antimanic effectiveness of the calcium channel blocker verapamil and benzodiazepins such as clonazepam and lorazepam appear also promising. A number of other theoretically interesting, as well as clinically relevant therapies, which are not presently employed routinly, hove also been studied, including 2 blocker clonidine, atypical antipsychotic clozapine, cholinomimetics, 5-HT enhancers, thyroid and magnesium preparations. Now prophylaxis in mood disorder remains a considerable therapeutic challenge. Controlled testing of the prophylactic efficacy of compounds such as carbamazepine, valproic acid, and the calcium channel blockers represent important next step in the clinical trials for mood disorder.

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Screening for depression and anxiety disorder in children with headache

  • Lee, Sang Mi;Yoon, Jung-Rim;Yi, Yoon Young;Eom, Soyong;Lee, Joon Soo;Kim, Heung Dong;Cheon, Keun-Ah;Kang, Hoon-Chul
    • Clinical and Experimental Pediatrics
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    • v.58 no.2
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    • pp.64-68
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    • 2015
  • Purpose: The purpose of this study was to investigate the importance of initial screening tests for depression and anxiety disorders in children with headache. In addition, this study evaluated whether the Children's Depression Inventory (CDI) and Revised Children's Manifest Anxiety Scale (RCMAS) are suitable for screening symptoms of depression and anxiety. Methods: A retrospective chart review was conducted of 720 children aged 7-17 years who had visited a pediatric neurology clinic for headaches and were referred to a pediatric psychiatric clinic for psychiatric symptoms from January 2010 to December 2011. All patients completed the CDI and RCMAS. Among them, charts of patients with clinically significant total scores (cutoff>15) for psychiatric symptoms, as defined by the CDI and RCMAS scoring scales, were reviewed. Results: Nineteen patients had headaches and clinically significant total scores for psychiatric symptoms. The mean age at headache diagnosis was 11.7 years, and 57% were male. Mean duration of headache was 11.5 months. Two point eight percent of the patients were diagnosed with psychiatric disorders including major depression (1.7%), generalized anxiety disorder (1.1%), and bipolar disorder (0.1%). Four patients (0.6%) were diagnosed with attention deficit/hyperactivity disorder (ADHD). Total mean CDI and RCMAS scores of patients referred to the psychiatric clinic were 18.8 and 22.2, respectively. There was no correlation between CDI or RCMAS total scores and headache frequency, duration, or severity. Conclusion: We recommend that all patients with headache should be screened for depression and anxiety by CDI and RCMAS scores.