• Title/Summary/Keyword: 기능성 위장 장애

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Prediction model of peptic ulcer diseases in middle-aged and elderly adults based on machine learning (머신러닝 기반 중노년층의 기능성 위장장애 예측 모델 구현)

  • Lee, Bum Ju
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.4
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    • pp.289-294
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    • 2020
  • Peptic ulcer disease is a gastrointestinal disorder caused by Helicobacter pylori infection and the use of nonsteroid anti-inflammatory drugs. While many studies have been conducted to find the risk factors of peptic ulcers, there are no studies on the suggestion of peptic ulcer prediction models for Koreans. Therefore, the purpose of this study is to implement peptic ulcer prediction model using machine learning based on demographic information, obesity information, blood information, and nutritional information for middle-aged and elderly people. For model building, wrapper-based variable selection method and naive Bayes algorithm were used. The classification accuracy of the female prediction model was the area under the receiver operating characteristics curve (AUC) of 0.712, and males showed an AUC of 0.674, which is lower than that of females. These results can be used for prediction and prevention of peptic ulcers in the middle and elderly people.

Serum Levels of IL-$1\beta$, IL-2 and IL-6 in Functional Gastrointestinal Disorders in Relation to Depression and Stressful Life Events (기능성 위장관 장애에서 혈청 IL-$1\beta$, IL-2, IL-6의 변화 : 우울증 및 스트레스와의 상관성)

  • Park, Si-Sung;Lee, Sang-Shin;Park, Moo-In;Koo, Ja-Young;Park, Je-Min;Kim, Myung-Jung
    • Korean Journal of Psychosomatic Medicine
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    • v.10 no.2
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    • pp.130-141
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    • 2002
  • Objectives : Stress induces alteration of gastrointestinal function in which interleukin (IL) and hypothalamo-pituitary-axis are involved. Depression again is associated with functional gastrointestinal disorders (FGID) and interleukins. The author attempted to look into the role of interleukins in the FGID also the association of depression and stress in this context. Methods : Entered were 20 patients with FGID, diagnosed by Rome IT criteria and 20 healthy controls. Depression was measured by Hamilton Rating Scale for Depression (HAM-D), and stress of the last one year by Schedule of Recent Experience (SRE). Serum levels of IL-$1\beta$, IL-2, IL-6 were measured by Enzyme-linked Immunosorbent Assay and serum cortisol by Fluorescence Polarization Immunoassay. The results were as follows : Results: 1) Serum levels of IL-$1\beta$, IL-2 were significantly lower in the patients with FGID than those in the controls, but level of IL-6 did not differ between two groups. 2) The patient group showed significantly higher level of serum cortisol as well as higher degrees of depression and stress. 3) Positive correlation was noted between depression and serum cortisol, and between depression and IL-2. A trend of negative correlation was seen between depression IL-$1\beta$. Positive correlation was noted between SRE and IL-6 and IL-6 and serum cortisol. Conclusions : It was concluded that FGID might be related to depression and stress. Changes of the interleukins might be involved with elevated cortisol level.

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Effect of Duloxetine in Functional Gastrointestinal Disorder : In the Perspective of 'Brain-Gut Axis' (기능성 위장관 장애에서 Duloxetine의 효과 : '뇌-장관 축' 모델을 중심으로)

  • Lee, Sang-Shin;Park, Si-Sung
    • Korean Journal of Psychosomatic Medicine
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    • v.20 no.2
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    • pp.135-138
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    • 2012
  • The pathophysiology of functional gastrointestinal disorder(FGID) is not completely understood, but the importance of the 'Brain-Gut Axis(BGA)' model in FGID is being increasingly recognized. The BGA model is a bidirectional, hard-wired and homeostatic relationship between the central nervous system(CNS) and the enteric nervous system(ENS) via neural, neurohormonal and neuroimmunological pathways. In addition, the BGA model would provide a rationale for the use of psychotropics on FGID. The authors experienced two cases in which duloxetine, a serotonin-norepinephrine reuptake inhibitor, was effective in relieving FGID symptoms as well as psychiatric symptoms such as depression and hypochondriacal anxiety. Therefore we discuss the vignettes from the perspective of BGA theory. Duloxetine showed efficacy in these two patients by reducing visceral hypersensivity (bottom-up regulation) and by relieving depression and anxiety(top-down regulation).

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Response Characteristics of Perceived Stress Response Inventory in Patients with Upper Gastrointestinal Disorder (상부 위장관 장애 환자에서의 스트레스반응 지각척도의 반응특성)

  • Suh, Yong-Woo;Cho, In-Hee;Shin, Kwang-Chel;Chung, Yong-Kyoon
    • Korean Journal of Psychosomatic Medicine
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    • v.8 no.2
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    • pp.172-180
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    • 2000
  • Objectives : We investigated the characteristics of perceived stress response and relationship between some variables of gastrointestinal symptoms(esp., dyspepsia) and subscales of perceived stress response inventory(PSRI) in patients with upper gastointestinal disorder when they perceived stress. Methods : 84 patients with upper gastrointestinal disorder(gastritis, gastric ulcer, duodenal ulcer etc.) and 94 normal controls completed the PSRI developed by Korean psychiatrists. The patient group performed the questionnaire including some variables of gastrointestinal symptoms. Results : Internal consistency was statistically significant in all subscales of PSRI. The patient group was significantly higher at total score of PSRI, general somatic symptom subscale score, specific somatic symptom score than control group. As the result of stepwise regression analysis for relationship between some variables of gastrointestinal symptoms ans subscales of PSRI, specific somatic symptom subsclae closely related with illness duration, past illness history and severity of symptom, and the lowered cognitive function & general negative thinking subscale related with the existence of emotional distress. Conclusion : Patients with upper gastrointestinal disorder showed stronger perceived stress response than control group and they experiences somatic symptoms related to autonomic nervous system and/or gastrointestinal symtoms rather than emotional, cognitive, behavioral symtoms when they perceived stress. They also responded to stress as they expeirenced specific somatic symtom when they had long illness duration, past illness history, and high severity of symptom and the existence of emotional distress could develop lowered congnitive function and general negative thinking.

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Psychological Factors Affecting Gastrointestinal Disorders : Functional GI Disorders (위장관장애에 영향을 미치는 심리적 요인)

  • Song, Ji-Young
    • Korean Journal of Psychosomatic Medicine
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    • v.6 no.2
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    • pp.210-220
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    • 1998
  • The relationships between emotion, stress and gastro-intestinal dysfunction were briefly reviewed. Until now, several kinds of theories on about pathophysiology, such as motility dysfunction, changes of pain perception on the lumen, dysregulations on the central nervous system associated with psychosocial factors were reported. However, none of those factors could'nt give any clues for the causes of the functional bowel disorders. For understanding the meaning of the symptoms and for the treatment approach, clinicians should give attention to the comprehensive point of view, i.e., not only biological but also psychological aspects of the patients with non-organic bowel dysfunctions. Giving warm and kind explanations to the patient about symptom formation and progression and understanding the patient's illness behaviors, and good and strong doctor-patient relationship is essentials for the treatment.

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