• 제목/요약/키워드: Multivariate Assessment

검색결과 235건 처리시간 0.022초

Are Neutrophil/Lymphocyte and Platelet/Lymphocyte Rates in Patients with Non-Small Cell Lung Cancer Associated with Treatment Response and Prognosis?

  • Unal, Dilek;Eroglu, Celalettin;Kurtul, Neslihan;Oguz, Arzu;Tasdemir, Arzu
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권9호
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    • pp.5237-5242
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    • 2013
  • Background: Inflammation is a critical component of tumor progression. Many cancers arise from sites of infection, chronic irritation, and inflammation. It is now becoming clear that the tumour microenvironment, which is largely orchestrated by inflammatory cells, is an essential participant in the neoplastic process, promoting proliferation, survival and migration. Platelets can release some growth factors such as platelet-derived growth factor, platelet factor 4, and thrombospondin. Such factors have been shown to promote hematogenous tumour spread, tumor cell adhesion and invasion, and angiogenesis and to play an important role in tumor progression. In this study, we aimed to investigate effects of the pretreatment neutrophil to lymphocyte ratio (NLR) and the platelet to lymphocyte ratio (PLR) on survival and response to chemoradiotherapy in patients with non-small-cell lung cancer (NSCLC). Materials and Methods: Ninety-four patients with non-metastatic NSCLC were included and separated into two groups according to median valuse of NLR and PLR (low:<3.44 or high:${\geq}3.44$ and low:<194 or high${\geq}194$, respectively). Results: Pretreatment high NLR and PLR were associated with significantly shorter disease-free and overall survival rates. Multivariate analysis revealed that the overall survival rates were significantly linked with PLR (OR: 1.87, CI: 1.20-2.91, p: 0.006) and response to chemoradiotherapy (OR: 1.80, CI: 1.14-2.81, p: 0.012) and the disease-free survival rates were significantly associated with NLR (OR: 1.81, CI: 1.16-2.82, p: 0.009) and response to chemoradiotherapy (OR: 2.30, CI: 1.45-3.66, p: 0.001). There was no significant difference between patients with high and low NLR in terms of response to chemoradiotherapy. Similarly, there was no significant influence of the PLR. Conclusions: Pretreatment NLR and PLR measurements can provide important prognostic results in patients with NSCLC and assessment of the two parameters together appears to better predict the prognosis in patients with NSCLC. The effect of inflammation, indicators of NLR and PLR, on survival seems independent of the response to chemoradiotherapy.

6개월간의 치료적 마사지와 도수신장 치료에 대한 선천성 근성 사경 환아의 유형별 특성 (Characteristics of Classified Congenital Muscular Torticollis Applied Therapeutic Massage and Manual Stretch Therapy During 6 Months)

  • 김용욱;김민희
    • 한국콘텐츠학회논문지
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    • 제10권4호
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    • pp.216-224
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    • 2010
  • 본 전향적 종적 연구의 목적은 임상적으로 명확히 구분되어 정의된 각각의 선천성 근성 사경군을 대상으로 표준화된 도수 신장치료와 치료적 마사지를 적용하였을 때 경부에서 나타나는 특성과 회복율을 알아보는 것이다. 생후 1년 미만에 발현하여 보존적 물리치료를 시작한 총 52명의 선천성 근성 사경 환아를 연구 대상으로 하였다. 치료 전, 모든 환아는 다음 세 가지 군으로 분류하였다: (1)종괴군, (2)근성 사경군, (3)체위성 사경군. 총 52명의 환아 중 종괴군이 32명(61.5%); 근성 사경군이 15명(28.9%); 그 외 체위성 사경군이 5명(9.6%)이었다. 다변량 분석 결과를 통해 치료 기간은 종괴성 사경군이 유의하게 길었고(p<0.01), 발현 연령은 종괴성 사경군 $1.65{\pm}1.31$ 개월로 다른 군에 비해 유의하게 빨랐다(p<0.01), 경부회전 제한에 따라 제한이 클수록 유의하게 회복율의 저하를 보였다(p<0.01). 본 연구의 결과 잘 숙련된 치료사에 의해 시행된 보존적 물리치료는 사경의 치료에 안전하며, 특히 생후 1년 미만에 발현된 선천성 근성 사경 환아의 84.6%에서 좋은 회복율을 보였다.

금산 매립장 주변 대수층의 수리지화학적 특성 및 오염 확산 평가 (Assessment of Hydrogeochemical Characteristics and Contaminant Dispersion of Aquifer around Keumsan Municipal Landfill)

  • 오인숙;고경석;공인철;구민호
    • 자원환경지질
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    • 제41권6호
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    • pp.657-672
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    • 2008
  • 본 연구의 목적은 금산 생활쓰레기 매립장을 대상으로 지하수의 수리지 화학적 특성과 통계분석을 통하여 침출수의 누출원인과 누출경로 및 영향범위를 파악하고, 매립지로부터 발생되는 오염물질인 침출수의 누출이 연구지역의 지하수환경에 미치는 위해요인에 대해 정량적으로 평가하는 것이다. 본 연구를 위해서 수질 검층, 침출수와 지하수 수질 분석 및 통계분석, 그리고 오염물질 이동모델링 기법 등을 이용하였다. 수질검층 결과 침출수 집수정 부근에서 침출수가 주변 대수층으로 누출되고 있었으며, 매립장과 인접한 하류부 관측정의 4-12m 깊이에서 지하수에 대한 침출수의 영향을 확인할 수 있었다. 침출수는 유출 범위는 매립장으로부터 70-100m 내외이며 오염된 지하수에서 전기전도도는 $400-750{\mu}S/cm$를 나타내었다. 주성분분석수행 결과 주성분 1과 2는 각각 침출수과 대수층의 매질 특성을 나타내었다. 주성분분석결과는 또한 침출수의 영향을 받는 지하수의 수질 변화에 의해 나타내어지는 양이온교환반응, 흡착 및 미생물 생분해 같은 자연저감과정을 나타내었다. 지하수 흐름 및 오염물 이동 모델링 결과 지하수는 매립장에서 서쪽으로 계곡을 따라 흐르며, 오염물질은 그에 따라 이동함을 알 수 있었다.

건강보험심사평가원 환자표본자료를 이용한 국내 두부손상의 역학 및 뇌 CT 시행 분석 (A Nationwide Study on the Epidemiology of Head Trauma and the Utilization of Computed Tomography in Korea)

  • 박소영;정재윤;곽영호;김도균;서동범
    • Journal of Trauma and Injury
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    • 제25권4호
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    • pp.152-158
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    • 2012
  • Purpose: To understand the epidemiology of head trauma and the utilization of brain CT in Korea, we analyzed a national sampling data set, the National Patient Sample obtained from the Health Insurance Review and Assessment Service. Methods: We retrospectively collected and analyzed demographic and clinical data on enrolled patients from the National Patient Sample based on medical claims data for 2009. The data included patient's age, sex, treatment date, diagnosis codes, procedure codes related with CT, holiday or night consultation fee, and fee for emergency management services. Results: In 2009, the estimated population with head trauma was 819,059(1.8%), and the rate of brain CT utilization was 22.4%. Children ages 5 to 15 were the most commonly injured group(22.8%), but had the lowest brain CT utilization(16.5%). The mean age of the estimated population with head trauma was $34.9{\pm}0.5years$ old, and male patients accounted for 60.5% of that population. Intracranial injury was found in 8.6% of all head traumas, and the rate of intracranial injury in children was lower than it was in adults(4.1% vs. 10.9%, p<0.001). Twenty- three percent of patients with head trauma visited the emergency department (ED). More patients with head trauma visited medical facilities in the daytime on weekdays(66.5% vs. 33.5%, p<0.001), but head CT was performed more frequently at night or on weekends/holidays(16.1% vs. 34.7%, p<0.001) There is low incidence of head trauma in the winter in children (p<0.001). In the multivariate logistic regression analysis, patients who were adults, female, or ED visitors were more likely to undergo brain CT (odds ratio (OR): 1.65, 95% confidence interval (CI): 1.47-1.84; OR: 1.40, 95% CI: 1.27-1.54; OR: 7.80, 95% CI: 6.91-8.80, respectively). Conclusion: In this study, we analyzed the national epidemiologic trend for head trauma, and the pattern of utilization of brain CT.

VDT 사용 여성 전화교환원들의 근막동통증후군과 동통 및 기능평가 검사와의 관련성 (Association between Myofascial Pain Syndrome and the Assessment of Pain and the related Function tests in female telephone directory assistance operators using VDT)

  • 노상철;이수진;송재철;박항배
    • Journal of Preventive Medicine and Public Health
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    • 제30권4호
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    • pp.779-790
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    • 1997
  • 본 연구는 목과 상지의 누적외상성장애를 호소하는 대상자들중에서 근막동통증후군으로 진단받은 환자군과 단순 증상호소군인 대조군사이에서 검사결과의 분석을 통하여 집단 검진시 고려해 볼 수 있는 검사항목을 찾고자하였다. 조사대상은 컴퓨터를 통한 자료검색 및 대화형태의 업무를 하는 여성 전화교환원 904명이었으며, 근막동통증후군으로 진단받은 105명의 환자군과 상지의 누적외상성장애의 증상만을 호소하는 550명의 대조군을 비교하여 다음과 같은 결론을 얻었다. 1. 신체계측과 악력 및 Pinch strength 측정결과, 키와 몸무게, 앉은 자세의 높이 등에서는 환자군과 대조군의 차이가 없었으나, 약력은 환자군의 우측손이 대조군보다 유의하게 낮았으며, Pinch strength는 두 군간의 유의한 차이는 없었다. 2. 시각적 상사척도는 환자군의 평균값이 $6.74{\pm}2.29$이며, 대조군은 $4.37{\pm}2.32$으로 나타나 두 군간 뚜렷한 차이를 보였다. 3. 근육효소검사에서는 비정상으로 분류된 이상자의 분포가 환자군과 대조군에서 유사한 분포를 보여 실제 진단과정에 미치는 영향은 미비한 것으로 나타났다. 4. 다중 로지스틱 회귀분석을 이용한 유의한 변수는 나이, 우측 상부승모근의 압통역치값과 시각적 상사척도로 나타났다. 5. 압통역치검사와 시각적 상사척도는 근막동통증후군의 진단에 객관적 검사로서 고려할 만한 검사로 나타났다.

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Prediction of the Chemical Composition and Fermentation Parameters of Fresh Coarse Italian Ryegrass Haylage using Near Infrared Spectroscopy

  • Kim, Ji Hye;Park, Hyung Soo;Choi, Ki Choon;Lee, Sang Hoon;Lee, Ki-Won
    • 한국초지조사료학회지
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    • 제37권4호
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    • pp.350-357
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    • 2017
  • Near infrared spectroscopy (NIRS) is a rapid and accurate method for analyzing the quality of cereals, and dried animal forage. However, one limitation of this method is its inability to measure fermentation parameters in dried and ground samples because they are volatile, and therefore, respectively lost during the drying process. In order to overcome this limitation, in this study, fresh coarse haylage was used to test the potential of NIRS to accurately determine chemical composition and fermentation parameters. Fresh coarse Italian ryegrass haylage samples were scanned at 1 nm intervals over a wavelength range of 680 to 2500 nm, and optical data were recorded as log 1/reflectance. Spectral data, together with first- and second-order derivatives, were analyzed using partial least squares (PLS) multivariate regressions; scatter correction procedures (standard normal variate and detrend) were used in order to reduce the effect of extraneous noise. Optimum calibrations were selected based on their low standard error of cross validation (SECV) values. Further, ratio of performance deviation, obtained by dividing the standard deviation of reference values by SECV values, was used to evaluate the reliability of predictive models. Our results showed that the NIRS method can predict chemical constituents accurately (correlation coefficient of cross validation, $R_{cv}^2$, ranged from 0.76 to 0.97); the exception to this result was crude ash ($R_{cv}^2=0.49$ and RPD = 2.09). Comparison of mathematical treatments for raw spectra showed that second-order derivatives yielded better predictions than first-order derivatives. The best mathematical treatment for DM, ADF, and NDF, respectively was 2, 16, 16, whereas the best mathematical treatment for CP and crude ash, respectively was 2, 8, 8. The calibration models for fermentation parameters had low predictive accuracy for acetic, propionic, and butyric acids (RPD < 2.5). However, pH, and lactic and total acids were predicted with considerable accuracy ($R_{cv}^2$ 0.73 to 0.78; RPD values exceeded 2.5), and the best mathematical treatment for them was 1, 8, 8. Our findings show that, when fresh haylage is used, NIRS-based calibrations are reliable for the prediction of haylage characteristics, and therefore useful for the assessment of the forage quality.

다변량 통계기법을 이용한 시·공간적 수질변화의 평가: 임진강유역에 관한 연구 (Assessment of Spatiotemporal Water Quality Variation Using Multivariate Statistical Techniques: A Case Study of the Imjin River Basin, Korea)

  • 조용철;이수웅;류인구;유순주
    • 대한환경공학회지
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    • 제39권11호
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    • pp.641-649
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    • 2017
  • 본 연구에서는 오염원의 변화 특성이 다양한 임진강유역을 대상으로 통계분석을 이용하여 상관분석, 주성분 및 요인분석, 군집분석을 통해 수질특성을 파악하였다. 신천3 지점의 평균 수질농도가 BOD 13.4 mg/L, COD 19.9 mg/L, TN 11.145 mg/L, TP 0.336 mg/L, TOC 14.2 mg/L로 높게 나와 전체 유역 중 신천 유역에 대한 집중적인 수질관리가 필요한 것으로 나타났다. 전체 수질측정 자료의 상관분석 결과 COD는 TOC, BOD, TN 수질인자와 유의한 상관관계를 보여 유기물과 영양염류인자간의 상관성이 높은 것으로 나타났다. 주성분분석 결과 전체 측정소 자료는 81.221%로 2개의 주성분, 계절별 자료는 96.241%로 3개의 주성분이 추출되었다. 요인분석 결과 전체 측정소 자료와 계절별 자료의 수질영향 요인은 공통적으로 BOD, COD, TN, TP, TOC 항목이 나타났다. 시 공간적 군집분석 결과 계절별 특성 및 토지이용에 따라 각각 4개, 3개 그룹으로 나타났다. 본 연구는 임진강유역을 중심으로 8년간 시 공간적 특성을 고려한 수질 요인을 분석한 것으로 향후 유역환경변화에 따른 임진강 유역의 수질 변화를 이해하기 위한 기초 분석 자료가 될 것이다.

Prognostic Factors and Scoring Systems for Non-Small Cell Lung Cancer Patients Harboring Brain Metastases Treated with Gamma Knife Radiosurgery

  • Eom, Jung-Seop;Cho, Eun-Jung;Baek, Dong-Hoon;Lee, Kyung-Nam;Shin, Kyung-Hwa;Kim, Mi-Hyun;Lee, Kwang-Ha;Kim, Ki-Uk;Park, Hye-Kyung;Kim, Yun-Sung;Park, Soon-Kew;Cha, Seong-Heon;Lee, Min-Ki
    • Tuberculosis and Respiratory Diseases
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    • 제72권1호
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    • pp.15-23
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    • 2012
  • Background: The survival of non-small cell lung cancer (NSCLC) patients with brain metastases is reported to be 3~6 months even with aggressive treatment. Some patients have very short survival after aggressive treatment and reliable prognostic scoring systems for patients with cancer have a strong correlation with outcome, often supporting decision making and treatment recommendations. Methods: A total of one hundred twenty two NSCLC patients with brain metastases who received gamma knife radiosurgery (GKRS) were analyzed. Survival analysis was calculated in all patients for thirteen available prognostic factors and four prognostic scoring systems: score index for radiosurgery (SIR), recursive partitioning analysis (RPA), graded prognostic assessment (GPA), and basic score for brain metastases (BSBM). Results: Age, Karnofsky performance status, largest brain lesion volume, systemic chemotherapy, primary tumor control, and medication of epidermal growth factor receptor tyrosine kinase inhibitor were statistically independent prognostic factors for survival. A multivariate model of SIR and RPA identified significant differences between each group of scores. We found that three-tiered indices such as SIR and RPA are more useful than four-tiered scoring systems (GPA and BSBM). Conclusion: There is little value of RPA class III (most unfavorable group) for the same results of 6-month and 1-year survival rate. Thus, SIR is the most useful index to sort out patients with poorer prognosis. Further prospective trials should be performed to develop a new molecular- and gene-based prognostic index model.

Sternal Healing after Coronary Artery Bypass Grafting Using Bilateral Internal Thoracic Arteries: Assessment by Computed Tomography Scan

  • Shin, Yoon Cheol;Kim, Sue Hyun;Kim, Dong Jung;Kim, Dong Jin;Kim, Jun Sung;Lim, Cheong;Park, Kay-Hyun
    • Journal of Chest Surgery
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    • 제48권1호
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    • pp.33-39
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    • 2015
  • Background: This study aimed to investigate sternal healing over time and the incidence of poor sternal healing in patients undergoing coronary artery bypass graft (CABG) surgery using bilateral internal thoracic arteries. Methods: This study enrolled 197 patients who underwent isolated CABG using skeletonized bilateral internal thoracic arteries (sBITA) from 2006 through 2009. Postoperative computed tomography (CT) angiography was performed on all patients at monthly intervals for three to six months after surgery. In 108 patients, an additional CT study was performed 24 to 48 months after surgery. The axial CT images were used to score sternal fusion at the manubrium, the upper sternum, and the lower sternum. These scores were added to evaluate overall healing: a score of 0 to 1 reflected poor healing, a score of 2 to 4 was defined as fair healing, and a score of 5 to 6 indicated complete healing. Medical records were also retrospectively reviewed to identify perioperative variables associated with poor early sternal healing. Results: Three to six months after surgery, the average total score of sternal healing was $2.07{\pm}1.52$ and 68 patients (34.5%) showed poor healing. Poor healing was most frequently found in the manubrium, which was scored as zero in 72.6% of patients. In multivariate analysis, the factors associated with poor early healing were shorter post-surgery time, older age, diabetes mellitus, and postoperative renal dysfunction. In later CT images, the average sternal healing score improved to $5.88{\pm}0.38$ and complete healing was observed in 98.2% of patients. Conclusion: Complete sternal healing takes more than three months after a median sternotomy for CABG using sBITA. Healing is most delayed in the manubrium.

판별분석을 통한 농촌유역 소하천의 수질등급모형(WQLM) 개발 및 적용 (Development and Application of Water Quality Level Model (WQLM) for the Small Streams of Rural Watersheds with Discriminant Analysis)

  • 김진호;최철만;류종수;정구복;신중두;한국헌;이정택;권순국
    • 한국물환경학회지
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    • 제23권2호
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    • pp.260-265
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    • 2007
  • This study was carried out to complement water quality standards and to establish new concept for water quality standards reflecting current state of water quality in small streams. By this purpose, discriminant analysis was performed and Water Quality Level Model (WQLM) was developed using the data such as EC, BOD, $COD_{Mn}$, SS, T-N, T-P, $NH_3-N$ in 224 agricultural streams. To give water quality level for water quality parameters, it divided into 20% respectively in the order of excellent water quality. On the basis of the lowest water quality level, water quality level of small streams is granted. As a result of it, number of stream corresponding to Level I was no, Level II was 2 streams, Level III was 22 streams, Level IV was 70 streams, and Level V was 130 streams. Average of water quality in each level was the highest in Level V. EC, SS, and T-N of 7 parameters were selected in variance concerned water quality level. By standardized canonical discriminant function coefficient, EC of three variances was the highest in 0.625 at the discriminant power. The next was T-N (0.509), SS (0.414). By discriminant function for water quality level, Level II was equal to $-2.973+19.376{\times}(EC)+0.647{\times}(T-N)+0.009{\times}(SS)$, Level III was equal to $-3.288+19.190{\times}(EC)+0.733{\times}(T-N)+0.041{\times}(SS)$, Level IV was equal to $-4.462+27.097{\times}(EC)+0.792{\times}(T-N)+0.053{\times}(SS)$, and Level V was equal to $-9.117+40.040{\times}(EC)+1.305{\times}(T-N)+0.111{\times}(SS)$. As a result of test at real agricultural watershed of Jeongan and Euidang in Gongju city, the fitness of WQLM was high to 88.78%. But, to get accomplished water quality assessment more exactly in agricultural streams, we had to concentrate and get vast data, and WQLM was modified and complemented continually.