• 제목/요약/키워드: Disease models

검색결과 1,091건 처리시간 0.025초

랜덤효과를 포함한 영과잉 포아송 회귀모형에 대한 베이지안 추론: 흡연 자료에의 적용 (A Bayesian zero-inflated Poisson regression model with random effects with application to smoking behavior)

  • 김연경;황범석
    • 응용통계연구
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    • 제31권2호
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    • pp.287-301
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    • 2018
  • 0이 과도하게 많이 나타나는 자료는 여러 다양한 분야에서 흔히 볼 수 있다. 이러한 자료들을 분석할 때 대표적으로 영과잉 포아송 모형이 사용된다. 특히 반응변수들 사이에 상관관계가 존재할 때에는 랜덤효과를 영과잉 포아송 모형에 도입해서 분석해야 한다. 이러한 모형은 주로 빈도론자들의 접근방법으로 분석되어왔는데, 최근에는 베이지안 기법을 사용한 분석도 다양하게 발전되어 왔다. 본 논문에서는 반응변수들 사이에 상관관계가 존재하는 경우 랜덤효과가 포함된 영과잉 포아송 회귀모형을 베이지안 추론 방법을 토대로 제안하였다. 이 모형의 적합성을 판단하기 위해 모의 실험을 통해 랜덤효과를 고려하지 않은 모형과 비교 분석하였다. 또한, 실제 지역사회 건강조사 흡연 자료에 직접 응용하여 그 결과를 살펴보았다.

복방홍등패장산(復方紅藤敗醬散)의 항혈전(抗血栓) 및 항염작용(抗炎作用)에 대한 실험적(實驗的) 연구(硏究) (The Experimental Study on Anti-thrombotic and Anti-inflammatory Effect of BokbangHongdeungPaejangSan (BHPS))

  • 임동욱;유동열
    • 대한한방부인과학회지
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    • 제19권3호
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    • pp.151-173
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    • 2006
  • Purpose : This study was performed to evaluate anti-thrombotic and anti-inflammatory effects of BokbangHongdeungPaejangSan water extract (BHPS). Methods : BHPS was investigated using cultured cells and a murine models. As for the parameters of inflammation, levels of several inflammatory cytokines and chemical mediators which are known to be related to inflammation were determined in mouse lung fibroblast cells (mLFC) and RAW 264.7 cells. Results : In experiment of anti-thrombotic effect, BHPS inhibited the platelet aggregation induced by ADP and epinephrine, and inhibited pulmonary embolism induced by collagen and epinephrine. BHPS increased Platelet number and fibrinogen amount, and shortened PT and APTT in thrombus model induced by dextran. In experiment of anti-inflammatory effect, BHPS inhibited IL-1${\beta}$, IL-6, TNF-${\alpha}$, COX-2 and NOS-II mRNA expression in a concentration-dependent manner in RAW 264.7 cell line, and inhibited significantly NO production at 50, 100 ${\mu}g/ml$, and also inhibited ROS production in a concentration-dependent manner. BHPS inhibited IL-1${\beta}$, IL-6 and TNF-${\alpha}$ production significantly in serum of acute inflammation-induced Balb/c mice, and decreased IL-1${\beta}$, IL-6 and TNF-${\alpha}$ production in spleen tissue, but increased IL-1${\beta}$, IL-6 and TNF-${\alpha}$ production in liver tissue. BHPS increased survival rate at the 3th day in ICR mice with lethal endotoxemia induced by LPS. Conclusion : These results suggest that BHPS can be used for treating diverse female diseases caused by thrombosis and inflammation such as endometriosis, pelvic pain, cervicitis, pelvic inflammatory disease and pelvic tuberculosis and so forth.

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Nutrition composition differences among steamed and freeze-dried mature silkworm larval powders made from 3 Bombyx mori varieties weaving different colored cocoons

  • Ji, Sang-Deok;Kim, Nam-Suk;Kweon, HaeYong;Choi, Bo Hye;Kim, Kee-Young;Koh, Young Ho
    • International Journal of Industrial Entomology and Biomaterials
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    • 제33권1호
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    • pp.6-14
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    • 2016
  • The mulberry silkworm, Bombyx mori has been one of the most important domestic animals which have provided with silk fibers for weaving fabrics and a food for a protein and lipid source. In addition, various health improvement effects of diverse silkworm larval powders were reported. Recently we found that steamed and freeze-dried mature silkworm larval powder (SMSP) generated using white-jade (also known as Backokjam) silkworm variety extended healthspan and increased resistance to Parkinson's disease in animal models. Because the colors of cocoons in silkworm varieties were caused by altered signal transduction pathways transporting phytochemicals from intestinal lumens to silk glands, we performed the proximate, amino acid, mineral, carbohydrates, fatty acid, and cholesterol composition analyses of SMSPs of 3 silkworm varieties which were weaving light yellow, golden, and red cocoons. Although most of nutrient compositions among 3 SMSPs were similar, there were significant differences in certain amino acids, minerals, and fatty acid compositions. Red silk silkworm (RS)-SMSP had higher contents of crude proteins and total amino acids than other SMSPs. In addition, the ratio of n-3/n-6 unsaturated fatty acids were higher than the other SMSPs. In contrast Golden silk silkworm (GS)-SMSP had higher ratio of potassium/sodium than the other SMSPs. These nutrient analysis results suggested that 3 SMSPs might have common and unique health improvement effects. Thus, further studies in the functionalities of the 3 SMSPs will reveal unknown their health improvements effects.

The Effect of Minocycline on Motor Neuron Recovery and Neuropathic Pain in a Rat Model of Spinal Cord Injury

  • Cho, Dong-Charn;Cheong, Jin-Hwan;Yang, Moon-Sul;Hwang, Se-Jin;Kim, Jae-Min;Kim, Choong-Hyun
    • Journal of Korean Neurosurgical Society
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    • 제49권2호
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    • pp.83-91
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    • 2011
  • Objective : Minocycline, a second-generation tetracycline-class antibiotic, has been well established to exert a neuroprotective effect in animal models and neurodegenerative disease through the inhibition of microglia. Here, we investigated the effects of minocycline on motor recovery and neuropathic pain in a rat model of spinal cord injury. Methods : To simulate spinal cord injury, the rats' spinal cords were hemisected at the 10th thoracic level (T10). Minocycline was injected intraperitoneally, and was administered 30 minutes prior surgery and every second postoperative day until sacrifice 28 days after surgery. Motor recovery was assessed via the Basso-Beattie-Bresnahan test Mechanical hyperalgesia was measured throughout the 28-day post -operative course via the von Frey test Microglial and astrocyte activation was assessed by immunohistochemical staining for ionized calcium binding adaptor molecule 1 (lba1) and glial fibrillary acidic protein (GFAP) at two sites: at the level of hemisection and at the 5th lumbar level (L5). Results : In rats, spinal cord hemisection reduced locomotor function and induced a mechanical hyperalgesia of the ipsilateral hind limb. The expression of lba1 and GFAP was also increased in the dorsal and ventral horns of the spinal cord at the site of hemisection and at the L5 level. Intraperitoneal injection of minocycline facilitated overall motor recovery and attenuated mechanical hyperalgesia. The expression of lba1 and GFAP in the spinal cord was also reduced in rats treated with minocycline. Conclusion : By inhibiting microglia and astrocyte activation, minocycline may facilitate motor recovery and attenuate mechanical hyperalgesia in individuals with spinal cord injuries.

Association between the Epidermal Growth Factor 61*A/G Polymorphism and Hepatocellular Carcinoma Risk: a Meta-Analysis

  • Sun, Shuang;Jin, Guo-Jiang;Zhao, Yan;Kang, Hui
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권7호
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    • pp.3009-3014
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    • 2015
  • The epidermal growth factor (EGF) may play a pathological role in hepatocellular carcinoma (HCC). However, the conclusions of published reports on the relationship between the EGF $61^*A/G$ polymorphism and HCC risk remain controversial. To derive a more precise estimation we performed a meta-analysis based on 14 studies that together included 2,506 cases and 4,386 controls. PubMed, EMBASE, Web of Knowledge and the Chinese National Knowledge Infrastructure (CNKI) databases were used to retrieve articles up to August 1, 2014. The crude odds ratios (ORs) with 95% confidence intervals (95%CIs) were calculated to evaluate the association. Meta-analysis results showed a significant association between the EGF $61^*A/G$ polymorphism and HCC risk in all four genetic models (allele model: OR=1.25, 95%CI=1.12-1.40; dominant model: OR=1.32, 95%CI=1.14-1.54; recessive model: OR=1.33, 95%CI=1.12-1.58; ho-mozygous model: OR=1.59, 95%CI=1.33-1.90). Moreover, significant associations were observed when stratified by ethnicity, source of controls, etiology and genotype methods. Thus, this meta-analysis suggests that the G-allele of the EGF $61^*A/G$ polymorphism is associated with an increased risk of HCC, especially in Asians and Caucasians, without influence from the source of controls or etiological diversity. Further studies with larger population sizes are needed to confirm these results.

The Therapeutic Effects of Optimal Dose of Mesenchymal Stem Cells in a Murine Model of an Elastase Induced-Emphysema

  • Kim, You-Sun;Kim, Ji-Young;Huh, Jin Won;Lee, Sei Won;Choi, Soo Jin;Oh, Yeon-Mok
    • Tuberculosis and Respiratory Diseases
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    • 제78권3호
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    • pp.239-245
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    • 2015
  • Background: Chronic obstructive pulmonary disease is characterized by emphysema, chronic bronchitis, and small airway remodeling. The alveolar destruction associated with emphysema cannot be repaired by current clinical practices. Stem cell therapy has been successfully used in animal models of cigarette smoke- and elastase-induced emphysema. However, the optimal dose of mesenchymal stem cells (MSCs) for the most effective therapy has not yet been determined. It is vital to determine the optimal dose of MSCs for clinical application in emphysema cases. Methods: In the present study, we evaluated the therapeutic effects of various doses of MSCs on elastase-induced emphysema in mice. When 3 different doses of MSCs were intravenously injected into mice treated with elastase, only $5{\times}10^4$ MSCs showed a significant effect on the emphysematous mouse lung. We also identified action mechanisms of MSCs based on apoptosis, lung regeneration, and protease/antiprotease imbalance. Results: The MSCs were not related with caspase-3/7 dependent apoptosis. But activity of matrix metalloproteinase 9 increased by emphysematous lung was decreased by intravenously injected MSCs. Vascular endothelial growth factor were also increased in lung from MSC injected mice, as compared to un-injected mice. Conclusion: This is the first study on the optimal dose of MSCs as a therapeutic candidate. This data may provide important basic data for determining dosage in clinical application of MSCs in emphysema patients.

의료기관 가정간호 환자 주돌봄자의 소진에 영향을 미치는 요인 (Factors Influencing Burnout in Primary Family Caregivers of Hospital-based Home Care Patients)

  • 양주옥;이혜경
    • 지역사회간호학회지
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    • 제29권1호
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    • pp.54-64
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    • 2018
  • Purpose: The purpose of this study is to identify factors influencing burnout in primary family caregivers of Home Health Care Patients. Methods: Data were collected from 121 primary family caregivers of home health care patients in three different hospitals in 'D' metropolitan city and the study was conducted from August 10, 2016 to January 17, 2017. The data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's Correlation Coefficient, Stepwise Multiple Linear Regression. Results: Mean scores for the nursing needs of the participants were $3.54{\pm}0.79$, the family functions were $1.24{\pm}0.58$, the burnouts were $2.74{\pm}0.49$. The burnouts were positively correlated with the nursing needs but inversely correlated with the family function. The factor that had the greatest influence on the burnouts of primary family caregivers of Home Health Care was family function (${\beta}=-.245$, p=.001), followed by patients' daily activity (${\beta}=-.213$, p=.014), age (${\beta}=.208$, p=.032), monthly nursing services cost (${\beta}=-.196$, p=.044) and nursing needs (${\beta}=.129$, p=.014). The Explanatory Power of Models was 23%. Conclusion: Individually customized home care nursing intervention programs are required to be provided in accordance with patient's family function and daily activity, monthly home care nursing service cost, nursing needs and general characteristics of primary caregivers of Home Health Care Patients such as their age, the number of family members living together, sex and the name of disease.

여러 가지 가중행렬을 가진 공간 시계열 모형들의 예측 (Prediction for spatial time series models with several weight matrices)

  • 이성덕;주수인;이소현
    • Journal of the Korean Data and Information Science Society
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    • 제28권1호
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    • pp.11-20
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    • 2017
  • 시간의 변화뿐만 아니라 공간 위치의 변화를 함께 고려한 자료를 공간 시계열 자료라고 한다. 공간 시계열 자기회귀 이동평균 모형과 공간 시계열 중선형 모형에 대해 소개하고 각각의 Kalman Filter 방법에 의한 모수 추정의 과정을 거쳐 최종 선택된 모형의 예측력을 비교하였다. 또한 공간 시계열 자료의 모형에 포함되는 가중행렬에 대하여 기존의 방법인 동일한 가중치와 더불어 거리에 비례한 가중치와 인구수에 비례한 가중치를 제안하였다. 실증분석을 위해 한국질병관리본부에서 수집한 유행성 이하 선염 자료를 활용하여 가중치를 달리한 공간 시계열 모형을 적합시키고 예측하였다. 예측 오차 제곱합을 활용하여 어느 모형이 가장 효과적인 모형인지 판정하였다.

아동사고에 대한 어머니의 예방행위 영향요인 (Maternal Behavior to Preventing Childhood Accident in the Home)

  • 김귀분;손인아
    • 한국응급구조학회지
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    • 제6권1호
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    • pp.87-102
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    • 2002
  • Injury has now replaced disease as the biggest single cause of death in children after their first birthday. Each day child dies from preventable, unintentional injury and the medical cost of these injury is increasing remarkably. It is necessary to develope injury prevention models to explain, predict, manage, evaluate and analyze the information about accident. The purpose of this paper is, firstly, to investigate parent's actions regarding safety measures at home and secondly, to identify the influencing factors of parents' safety behaviors. The selection of such factors is guided by the theoretical framework of the Pender's Health Promotion Model. Method ; The questionnaire was developed on the basis of other investigations, through pilot testing, peer review, and review by field health workers. The questionnaire was completed by 231 mothers of young children. Data was collected between April and May 2002. Variable Use of three different domains of safety behavior, safety habits, supervision and perception of safety devices, were listed. Mothers were self reported on internal locus of control, mother & child relationships, and marital intimacy. Also the elements of the Health Promotion Model: perceived benefit, barrier, threat, and self-efficacy, were surveyed. Results & discussion The results indicate that most parents take considerable action to reduce household hazards. The constructs derived from the Model were statistically significant differences for a small part of the variables on parental behavior to reduce hazards in the home, such as age, education, economic status, self-efficacy, perceived benefit, internal locus of control. Future studies ought to include social influences, such as expectations, perceived norms, knowledge, and child-related variables, relevant to parental safety measures in their home.

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Eupatilin Inhibits Gastric Cancer Cell Growth by Blocking STAT3-Mediated VEGF Expression

  • Cheong, Jae-Ho;Hong, Sung-Yi;Zheng, Yanjun;Noh, Sung-Hoon
    • Journal of Gastric Cancer
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    • 제11권1호
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    • pp.16-22
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    • 2011
  • Purpose: Eupatilin is an antioxidative flavone and a phytopharmaceutical derived from Artemisia asiatica. It has been reported to possess anti-tumor activity in some types of cancer including gastric cancer. Eupatilin may modulate the angiogenesis pathway which is part of anti-inflammatory effect demonstrated in gastric mucosal injury models. Here we investigated the anti-tumor effects of eupatilin on gastric cancer cells and elucidated the potential underlying mechanism whereby eupatilin suppresses angiogenesis and tumor growth. Materials and Methods: The impact of eupatilin on the expression of angiogenesis pathway proteins was assessed using western blots in MKN45 cells. Using a chromatin immunoprecipitation assay, we tested whether eupatilin affects the recruitment of signal transducer and activator of transcription 3 (STAT3), aryl hydrocarbon receptor nuclear translocator (ARNT) and hypoxia-inducible factor-$1{\alpha}$ (HIF-$1{\alpha}$) to the human VEGF promoter. To investigate the effect of eupatilin on vasculogenesis, tube formation assays were conducted using human umbilical vein endothelial cells (HUVECs). The effect of eupatilin on tumor suppression in mouse xenografts was assessed. Results: Eupatilin significantly reduced VEGF, ARNT and STAT3 expression prominently under hypoxic conditions. The recruitment of STAT3, ARNT and HIF-$1{\alpha}$ to the VEGF promoter was inhibited by eupatilin treatment. HUVECs produced much foreshortened and severely broken tubes with eupatilin treatment. In addition, eupatilin effectively reduced tumor growth in a mouse xenograft model. Conclusions: Our results indicate that eupatilin inhibits angiogenesis in gastric cancer cells by blocking STAT3 and VEGF expression, suggesting its therapeutic potential in the treatment of gastric cancer.