• Title/Summary/Keyword: Mood Disorder

Search Result 386, Processing Time 0.027 seconds

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
    • /
    • v.1 no.2
    • /
    • pp.134-138
    • /
    • 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.

  • PDF

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
    • /
    • v.16 no.3
    • /
    • pp.109-122
    • /
    • 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.

Effects of Risperidone in Acute Manic Patients: An Open Clinical Trial (급성 조증환자에서 Risperidone의 치료효과: 임상 개방 연구)

  • Paik, In Ho;Lee, Chang Uk;Lee, Chul;Lee, Soo Jung;Kim, Jae Hyun
    • Korean Journal of Biological Psychiatry
    • /
    • v.2 no.2
    • /
    • pp.281-286
    • /
    • 1995
  • Objects : Manic phase of bipolar disorder is treated with a combination of mood stabilizer and antipsychotic drug, especially in the acute phase. Such combined treatment is often required for the clinical management of manic symptoms until therapeutic effects of mood stabilizer become evident. The present study was the first open trial to evaluate the efficacy of risperidone, and safety of the combination of mood stabilizer and risperidone in the treatment of acute manic patients. Method : This study was performed as an open clinical study. The subjects of this study were 42 patients who had been admitted with first manifestations or acute exacerbations of illness were selected, using DSM-III-R criteria for bipolar disorder, manic episode. Patients were rated using the the Brief Psychiatric Rating Scale (BPRS), Clinical Global Impression (CGI), Extrapyramidal Symptom Rating Scale(ESRS). Other adverse events were assessed by a symptom checklist and by observation by medical personnel. Vital signs were monitored in a standard way and electrocardiography, routine laboratory analysis were performed. Results : Thirty patients(67%) completed the 12-week trial period. The CGI showed a good therapeutic effect with a minimal incidence or severity of side effects. The majority of patients showed a continuos reduction in their BPRS scores. The extrapyramidal symptoms assessed on ESRS generally showed mild to moderate degree. laboratory porameters showed no significant changes during the course of treatment. Conclusion : The results of the study showed a good efficacy of the risperidone in manic patients and further controlled studies are warranted.

  • PDF

The Mediating Role of Depression Severity on the Relationship Between Suicidal Ideation and Self-Injury in Adolescents With Major Depressive Disorder

  • Kang, Byungjoo;Hwang, Jaeuk;Woo, Sung-il;Hahn, Sang-Woo;Kim, Minjae;Kim, Younggeun;Jin, Hyeonseo;Jeon, Hong Jun;Lee, Yeon Jung
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • v.33 no.4
    • /
    • pp.99-105
    • /
    • 2022
  • Objectives: Suicide is the leading cause of death among adolescents in South Korea, and depression and personality profiles have been identified as significant risk factors for self-injurious behavior. This study examined the influence of depressive mood and temperament/character on self-injury in adolescents. Methods: A total of 116 adolescents (aged 12-18 years) with a primary diagnosis of major depressive disorder (MDD) and their parents were enrolled in this study. The participants were divided into three groups based on adolescent's self-injury frequency, and their Children's Depression Inventory (CDI), Youth Self-Report (YSR), and Temperament and Character Inventory (TCI) scores were compared. Finally, mediation analysis was conducted to investigate the relationship between suicidal ideation and self-injury. Results: Of study participants, 75.9% answered that they had suicidal ideation, and 55.2% answered that they had engaged in self-injurious behavior in the last six months. There were significant differences in CDI and suicidal ideation among the groups. After adjusting for age and sex, mediation analysis indicated that depressive mood mediated the relationship between suicidal ideation and self-injury. Conclusion: This study emphasizes the importance of evaluating and managing depressive mood severity in adolescents with MDD as these factors partially mediate the transition from suicidal ideation to self-injury.

A Validation Study of the Abbreviated Self-Rated Korean Version of MINI (MINI Patient Health Survey) (한국판 단축된 자기보고형 MINI (MINI 정신건강 평가)의 타당도 연구)

  • Lim, Se-Won;Song, Han-Soo;Oh, Yun-Hee;Shin, Ho-Chul;Cho, Kwang-Hyun;Chung, Sang-Keun;Oh, Kang-Seob
    • Anxiety and mood
    • /
    • v.3 no.1
    • /
    • pp.32-40
    • /
    • 2007
  • Objectives : To investigate the validity of an abbreviated self-rated Korean version of MINI (Mini International Neuropsychiatric Interview) patient health survey which screening social anxiety disorder, panic disorder, generalized anxiety disorder, and major depressive disorder. Methods : 115 subjects completed MINI and MINI patient health survey. The validity of MINI patient health survey was assessed by whether the results from MINI patient health survey were compatible with the results from MINI or not. The Cohen's kappa value, specificity, sensitivity, positive predictive value, and negative predictive value was calculated for this purpose. Results : The Kappa values of social anxiety disorder (0.60), panic disorder (0.49), generalized anxiety disorder (0.60) and major depressive disorder without other co-morbid disorder (0.59) were at least moderate in strength of agreement. Conclusion : The abbreviated self-rated Korean version of MINI patient health survey has the moderate to good validity in social anxiety disorder, panic disorder, generalized anxiety disorder, and major depressive disorder without other co-morbid disorders. Our result suggests that this instrument might be useful for screening above 4 disorders if it is used under careful supervision of experienced clinicians.

  • PDF

Characteristics of Psychiatric Consultation between Presenile and Senile Inpatients (초로기와 노년기 입원환자에 대한 정신건강의학과 자문의 특성)

  • Lee, Ji Woong;Cheon, Jin Sook;Kim, Kang Ryul;Kim, Hyun Seuk;Oh, Byoung Hoon
    • Korean Journal of Psychosomatic Medicine
    • /
    • v.21 no.2
    • /
    • pp.114-121
    • /
    • 2013
  • Objectives: The aim of this study was to know differences of characteristics between presenile and senile patients who were consulted to the department of psychiatry during medical-surgical admission. Methods: The demographic and clinical data obtained from the medical records of psychiatric consultation in the presenile inpatients with age 50 to 64 years(N=162) and those of the senile inpatients with age over 65 years(N=171) were reviewed and compared. Results: 1) The most common chief complaints for psychiatric consultation in presenile patients were somatic symptoms, anxiety and sleep disturbance in order, while cognitive decline, clouded consciousness and depressed mood were most common in senile patients with statistical significance. 2) The most frequent psychiatric diagnoses after consultation in presenile patients were delirium, mood disorder and substance use disorder in order, while delirium, mood disorder and major neurocognitive disorder were most frequent in senile patients with statistical significance. 3) There were no significant difference in numbers of physical illnesses, while numbers of therapeutic drugs for them were more in senile patients. Conclusions : Our study found significant differences between presenile and senile patients on psychiatric symptoms and diagnoses in geropsychiatric consultation. Therefore, more subdivided age-specific approach seems to be needed for the geropsychiatric consultation activities.

  • PDF

Brain Imaging Provides Insight into the Neurobiology of Panic Disorder (공황장애의 뇌영상 및 신경생물학적 식견)

  • Park, Joo-Eon;Kang, Eun-Ho;Lee, In-Soo;Yu, Bum-Hee
    • Anxiety and mood
    • /
    • v.3 no.2
    • /
    • pp.91-96
    • /
    • 2007
  • Panic disorder is a common psychiatric illness that causes considerable morbidity. However, the biological basis of panic disorder remains unclear. In this report, we present and summarize the current literature on functional neuroimaging studies related to the neurobiology of panic disorder. The findings were summarized and divided into six groups : (1) known brain structures related to anxiety, especially panic disorder ; (2) structural results ; (3) functional imaging studies at rest ; (4) functional imaging studies with challenge testing ; (5) neuroreceptor studies ; and (6) changes in the treatment of panic disorder. Based on the findings of these neuroimaging studies, it seems as though panic disorder involves the hippocampal and parahippocampal areas, including the amygdala, as well as some cortical regions, such as the temporal and prefrontal cortices. Panic disorder is known to be associated with an imbalance between the right and left hemispheres of the brain at rest or during panic attacks. During a panic attack, patients with panic disorder are likely to experience an increase in local activity in the cingulate, insula, midbrain, and so on. On the other hand, a widespread reduction in the cortical areas has also been reported in most provocation studies. Thus, panic disorder may be related to the excess activation of the fear networks in response to subtle environmental cues and insufficient inhibition from higher cortical control areas ; however ; further studies are recommended in order to fully understand the neurobiology of panic disorder.

  • PDF

Clinical Factors Associated with Comorbid Major Depressive Disorder in Patients with Panic Disorder (공황장애 환자에서 공존 주요 우울증과 연관된 임상요인들)

  • Chang, Hyun-Chae;Lim, Se-Won;Shin, Young-Chul;Shin, Dong-Won;Oh, Kang-Seob
    • Anxiety and mood
    • /
    • v.10 no.1
    • /
    • pp.17-23
    • /
    • 2014
  • Objective : Panic disorders are frequently accompanied by major depressive disorder (MDD). There is insufficient information about which clinical factors in panic disorder are associated with comorbid MDD. The aim of this study is to identify clinical factors related with comorbid MDD in patients with panic disorder. Methods : Two experienced psychiatrists diagnosed panic disorder based on DSM-IV criteria. This diagnosis in the 275 subjects was confirmed again by Mini-International Neuropsychiatric Interview (MINI). Lifetime comorbid psychiatric diagnoses were examined by MINI. The Hamilton Depression Scale (HAMD), Hamilton Anxiety Scale (HAMA) and Panic Disorder Severity Scale (PDSS) were used to assess the severity of depressive, anxiety and panic symptoms. Results : The result of MINI showed that 95 patients (34%) with panic disorder satisfied the diagnosis of MDD. Multivariate logistic regression model showed that comorbid generalized anxiety disorder (GAD) and the symptom of "fear of losing control or going crazy" were associated with MDD in patients with panic disorder. In female patients, the "chills or hot flushes" symptom was also associated with comorbid MDD. Conclusion : These results showed that coexisting GAD and certain symptoms of panic are associated with comorbid MDD.

The Comorbidity of Anxiety Disorder in Depressed Patients : A CRESCEND(Clinical Research Center for Depression in Korea) Cohort Study (우울증 환자에서 불안장애의 동반이환 : 우울증 임상연구센터 코호트연구)

  • Sakong, Jeong-Kyu;Lee, Do-Yun;Suh, Ho-Suk;Sung, Hyung-Mo;Kim, Jung-Bum;Jung, Young-Eun;Lee, Min-Soo;Kim, Jae-Min;Jo, Sunjin
    • Mood & Emotion
    • /
    • v.9 no.1
    • /
    • pp.30-36
    • /
    • 2011
  • Purpose : Anxiety disorder and depressive disorder are often comorbid with each other, and the comorbidity is associated with poorer psychiatric outcome, resistance to treatment, increased risk for suicide, greater chance for recurrence. We aimed to investigate the comorbidity of anxiety disorder in Korea. Method : Subjects were total of 867 depressed patients recruited CRESCEND-K multicenter trial. We used SCID (Structured Clinical Interview for DSM - IV) to find comorbidity of anxiety disorders in depressed patient. Results : Of 867 patients, total 8.2% had anxiety disorder. Proportion of anxiety disorder Not Otherwise Specified was 3.5%, panic disorder was 1.7%, generalized anxiety disorder was 1.1%, post traumatic stress disorder was 0.9%, obsessive compulsive disorder was 0.6%, social phobia was 0.4%. Conclusion : In this study, anxiety disorder in depression were measured at a low comorbidity rate in compare to previous studies. Selection bias, use of antidepressants at registration, severity of depression symptoms, and point of SICD administration seems to have affected these results. It is probable that comorbidity evaluation would be more precise if shorter, structured interviews such as M. I.N.I.-Plus were used during first clinical interview for depression diagnosis.

Other N-Methyl-D-Aspartate (NMDA) Receptor Antagonists with a Rapid Onset of Action and Less Side Effect in the Treatment of Depression (우울증 치료에서 빠른 효과와 적은 부작용을 가진 새로운 N-Methyl-D-Aspartate(NMDA) 수용체 길항제)

  • Choi, Bum-Sung;Lee, Hwa-Young
    • Korean Journal of Biological Psychiatry
    • /
    • v.22 no.4
    • /
    • pp.149-154
    • /
    • 2015
  • Mood disorder is a common psychiatric illness with a high lifetime prevalence in the general population. Many prescribed antidepressants modulate monoamine neurotransmitters including serotonin, norepinephrine and dopamine. There has been greater focus on the major excitatory neurotransmitter in the human brain, glutamate, in the pathophysiology and treatment of major depressive disorder (MDD). Recently, ketamine, an N-methyl-D-aspartate receptor antagonist, has received attention and has been investigated for clinical trials and neurobiological studies. In this article, we will review the clinical evidence for glutamatergic dysfunction in MDD, the progress with ketamine as a rapidly acting antidepressant, and other N-methyl-D-aspartate receptor antagonist for treatment-resistant depression.