• 제목/요약/키워드: Area under the curve (AUC)

검색결과 607건 처리시간 0.03초

중증 외상 환자에서의 응급중재술 시행 예측 인자로서의 호기말 이산화탄소 분압의 유용성 (Usefulness of End-tidal Carbon Dioxide as a Predictor of Emergency Intervention in Major Trauma Patients)

  • 김성호;김승환;이재길;정성필;김승호
    • Journal of Trauma and Injury
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    • 제27권4호
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    • pp.133-138
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    • 2014
  • Purpose: If the survival of patients suffering from severe blunt trauma is to be improved, appropriate interventions should be taken immediately. The purpose of this study is to evaluate the clinical utility of end-tidal carbon dioxide ($ETCO_2$) as a surrogate marker for predicting both the need for intervention and the prognosis. Methods: This is a prospective observational study. Nasal cannula was applied to measure $ETCO_2$, and the following parameters, which are known to be related to the prognosis for a patient, were recorded: injury severity score (ISS), revised trauma score (RTS), arterial blood gas (ABG), lactate, and hemoglobin (Hb). To evaluate the outcome, we investigated the details of emergent interventions and expired patients. Results: A total of 93 patients were enrolled in this study. Emergent intervention was significantly associated with systolic blood pressure (sBP, p-value=0.001), $ETCO_2$ (p-value<0.001), serum lactate level (p-value<0.001), pH (p-value< 0.003), $HCO_3$ (p-value=0.004), base excess (p-value<0.002), ISS (p-value<0.001) and RTS (p-value=0.005). In the multivariate logistic regression, only $ETCO_2$ (odds ratio (OR): 0.897, 95% confidence interval (CI): 0.792-0.975, p-value= 0.048) and ISS (OR: 1.132, 95% CI: 1.053-1.233, p-value=0.002) were associated with emergent intervention whereas $ETCO_2$ (p-value=0.973) and ISS (p-value=0.511) were not statistically significant in predicting the survival of patients in the univariate analysis. An optimal ETCO cut-off of 29 mmHg on the ROC curve was determined, with the area under the ROC curve (AUC) being 0.824 (0.732-0.917)]. Conclusion: This study has revealed that $ETCO_2$, which can be rapid and easily measured through a nasal cannula, and the ISS may be prognostic indicators of emergent interventions in Emergency Departments.

소아에서 치아 우식 경험과 새로운 치아 우식 활성 비색 검사 (Correlation between Caries Experience and New Colorimetric Caries Activity Test in Children)

  • 조성현;이효설;최병재;김백일;김성오;최형준
    • 대한소아치과학회지
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    • 제42권1호
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    • pp.30-37
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    • 2015
  • 새로운 우식 활성 비색 검사인 $Cariview^{(R)}$는 새로운 pH 지시약을 사용해서 치태 세균의 산 생산 능력을 더 잘 반영할 수 있다. 본 연구는 소아에서 $Cariview^{(R)}$와 치아 우식 경험(dmft index)과의 상관성을 평가하고, $Cariview^{(R)}$를 Dentocult $SM^{(R)}$과 비교할 목적으로 수행되었다. 만5세 이하 135명의 소아를 대상으로 dmft를 기록했으며, $Cariview^{(R)}$와 Dentocult $SM^{(R)}$ 두 가지 우식 활성 검사를 제조사 지시에 따라 시행하였다. 그 결과, $Cariview^{(R)}$는 소아의 치아 우식 경험과 중등도의 상관관계를 보였다(r = 0.43, p < 0.01). 치아 우식증 예측에 있어 $Cariview^{(R)}$는 민감도 68.8%, 특이도 69.2%, ROC 곡선 분석의 곡선하면적(AUC) 0.686으로 Dentocult $SM^{(R)}$에 비해 양호한 수치를 보였다. $Cariview^{(R)}$는 비협조적인 어린이에게도 시행이 쉽고 편리하며 시각적인 색상으로 나타나 구강위생교육 도구로서 가치가 있다.

Fibulin-3 as a Diagnostic Biomarker in Patients with Malignant Mesothelioma

  • Kaya, Halide;Demir, Melike;Taylan, Mahsuk;Sezgi, Cengizhan;Tanrikulu, Abdullah Cetin;Yilmaz, Sureyya;Bayram, Mehmet;Kaplan, Ibrahim;Senyigit, Abdurrahman
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권4호
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    • pp.1403-1407
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    • 2015
  • Background: New tumour biomarkers are being intensely investigated for malignant mesothelioma (MM). Fibulin-3 is produced in MM but its role remains uncertain. The aim of this study was to evaluate the validity of measuring serum fibulin-3 in the diagnosis and prognosis of MM. Materials and Methods: This prospective study was performed on 43 patients and 40 healthy controls who were admitted to our hospital between January 2012 and January 2014. Data from MM patients, including demographic and clinical features, routine laboratory data, levels of serum fibulin-3, and treatment outcomes were defined as potential prognostic factors. The receiver operating characteristic (ROC) curve for fibulin-3 was used to detect the cut-off value with highest sensitivity and specificity. Univariate survival analysis was performed using the Kaplan-Meier method in patients with MM. Afterwards, the possible factors identified with univariate analyses were entered into the cox regression analysis. Results: Our results revealed that patients with MM had significantly higher serum levels of fibulin-3 than controls. The results showed that the best cut-off point was 36.6 ng/ml with an AUC (area under the curve)=0.976, sensitivity=93.0% and specificity=90.0. In our study, the initial significant poor prognostic factors were advanced stage, high white blood cell count, high platelet count, high C-reactive protein (p<0.05 for each variable). Later, according to multivariate analysis the results showed only advanced stage as significant parameter (p=0.040). Conclusions: We determined that real use for serum fibulin-3 was not for prognosis but for diagnosis in MM. Also advanced stage was associated with poor MM prognosis.

Differentiation of Benign from Malignant Adnexal Masses by Functional 3 Tesla MRI Techniques: Diffusion-Weighted Imaging and Time-Intensity Curves of Dynamic Contrast-Enhanced MRI

  • Malek, Mahrooz;Pourashraf, Maryam;Mousavi, Azam Sadat;Rahmani, Maryam;Ahmadinejad, Nasrin;Alipour, Azam;Hashemi, Firoozeh Sadat;Shakiba, Madjid
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권8호
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    • pp.3407-3412
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    • 2015
  • Background: The aim of this study was to evaluate and compare the accuracy of diffusion-weighted imaging (DWI), apparent diffusion coefficient (ADC) value, and time-intensity curve (TIC) type analysis derived from dynamic contrast-enhanced MR imaging (DCE-MRI) in differentiating benign from malignant adnexal masses. Materials and Methods: 47 patients with 56 adnexal masses (27 malignant and 29 benign) underwent DWI and DCE-MRI examinations, prior to surgery. DWI signal intensity, mean ADC value, and TIC type were determined for all the masses. Results: High signal intensity on DWI and type 3 TIC were helpful in differentiating benign from malignant adnexal masses (p<0.001). The mean ADC value was significantly lower in malignant adnexal masses (p<0.001). An ADC value< $1.20{\times}10^{-3}mm^2/s$ may be the optimal cutoff for differentiating between benign and malignant tumors. The negative predictive value for low signal intensity on DWI, and type 1 TIC were 100%. The pairwise comparison among the receiver operating characteristic (ROC) curves showed that the area under the curve (AUC) of TIC was significantly larger than the AUCs of DWI and ADC (p<0.001 for comparison of TIC and DWI, p<0.02 for comparison of TIC and ADC value). Conclusions: DWI, ADC value and TIC type derived from DCE-MRI are all sensitive and relatively specific methods for differentiating benign from malignant adnexal masses. By comparing these functional MR techniques, TIC was found to be more accurate than DWI and ADC.

Plasma Vascular Endothelial Growth Factors A and C in Patients undergoing Prostatic Biopsy and TURP for Suspected Prostatic Neoplasia

  • Singh, A.N.;Gautam, Kirti A.;Dalela, D.;Sankhwar, S.N.;Natu, S.M.;Sankhwar, P.L.;Srivastava, A.N.
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권3호
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    • pp.2053-2058
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    • 2013
  • Background: Formation of new blood vessels is necessary for the development and spread of neoplasms more than 1 mm3 in volume, angiogenesis being responsible for formation of new from pre-existing blood vessels. Vascular endothelial growth factor (VEGF) is pivotal and the best studied angiogenic factor in all human cancers. Therefore we designed this study to investigate the role of VEGF-A and VEGF-C in prostate cancer in comparison with BPH controls in a north Indian population. Methods: In this case-control study a total of 100 subjects were included on the basis of confirmed histopathological reports, out of which 50 were prostate cancer patients and the other 50 were BPH patients with PSA levels >2 ng/ml and abnormal digital rectal examination (DRE) findings during September 2009 to August 2011 from the Department of Urology, KGMU, Lucknow, India. Plasma levels of VEGF were determined using quantitative immunoassay (ELISA-enzyme linked immunosorbent assay). Statistical analysis was carried out using SPSS 15.0 version. Results: The mean age of prostate cancer ($67.6{\pm}5.72$) patients was significantly higher (p=0.005) than BPH ($63.6{\pm}7.92$) patients. Expression of VEGF-A was not significantly higher in disease stage C1 than D1 or D2 and A or B (p=0.13) while the level of VEGF-A was significantly higher (p=0.04) in prostate cancer as compared to BPH subjects (PCa=13.0 pg/ml, BPH=6.8 pg/ml). Levels of VEGF-C were similar in both groups (PCa=832.6 pg/ml, BPH=823.7 pg/ml). In ROC curve, the area under curve (AUC) was 0.70 (95%CI: 0.60-0.80) and the cut-off value for which a higher proportion of patients was correctly classified (20%) was 26.0 pg/mL. Conclusion: Although VEGF-A is increased in cancer prostate patients a statistically significant correlation could not be established in this study. VEGF-C was not found to be a useful biomarker.

Evaluation of Albumin Creatinine Ratio as an Early Urinary Biomarker for Chronic Kidney Disease in Dogs

  • Hyun-Min Kang;Heyong-Seok Kim;Min-Hee Kang;Jong-Won Kim;Dong-Jae Kang;Woong-Bin Ro;Doo-Won Song;Ga-Won Lee;Hee-Myung Park;Hwi-Yool Kim
    • 한국임상수의학회지
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    • 제40권6호
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    • pp.399-407
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    • 2023
  • Chronic kidney disease (CKD) occurs in more than 15% of the dogs over 10 years of age and causes irreversible renal function deterioration. Therefore, it is important to diagnose CKD early and treat the disease properly. The purpose of this study aimed to to evaluate the clinical utility of urine albumin/creatinine ratio (ACR) using POC (point-of-care) device as an early detection urinary biomarker in CKD dogs and to confirm the correlation between ACR and other known CKD biomarkers. Urine and serum samples were obtained from 50 healthy dogs and 50 dogs with CKD. Serum blood urea nitrogen (BUN), creatinine, and symmetric dimethylarginine (SDMA) concentrations, and urine protein creatinine ratio (UPC) were measured. Urine specific gravity (USG) was evaluated using refractometer, and ACR was measured using an i-SENS A1Care analyzer. The ACR values of dogs with CKD were significantly different from those of healthy dogs (p < 0.001), as with other renal biomarkers. ACR showed significant differences between healthy dogs and dogs with CKD at every IRIS stage (p < 0.005), whereas no significant differences were observed between dogs with CKD IRIS stage I and healthy dogs with UPC. There are significant positive correlation between ACR and BUN (r = 0.611, p < 0.001), creatinine (r = 0.788, p < 0.001), SDMA (r = 0.747, p < 0.001), and UPC (r = 0.784, p < 0.001), and significant negative correlation between ACR and USG (r = -0.700, p < 0.001). In receiver operator characteristic curve analysis, the area under the curve (AUC) was 0.982 (95% CI 0.963-1.000, p < 0.001), with an optimal cut-off value of 64.20 mg/g (94% sensitivity and 94% specificity). Thus, ACR is a useful urinary biomarker for the early diagnosis of proteinuria in CKD and combined use of ACR and other renal biomarkers may be helpful for early diagnosis and prevention of CKD in dogs.

실시간 중합효소연쇄반응 방법을 이용한 새로운 치아우식 활성 검사법의 유효성 (Validity of the New Caries Activity Test using Real-Time Polymerase Chain Reaction)

  • 권도윤;김희진;남옥형;김미선;최성철;김광철;이효설
    • 대한소아치과학회지
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    • 제45권3호
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    • pp.354-362
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    • 2018
  • Periogen은 실시간 PCR 방법을 이용한 우식활성 검사법으로, 치아우식 유발균에 대한 정량적인 분석을 통해 개개인의 치아우식 위험도를 평가한다. 이 연구는 소아에서 Periogen과 치아우식 경험 지수(dmft, dmft indices)와의 상관성을 평가하고, 기존의 치아우식 위험 검사법인 Cariview, 치아우식 평가 도구(Caries Assessment Tool)와 비교할 목적으로 시행되었다. 만 6세 미만 83명의 소아를 대상으로 실험이 진행되었다. 시진을 통해 치아우식 경험 지수(dmft, dmft indices)가 기록되었으며, 간단한 설문 조사를 통해 CAT 평가 시행되었다. Periogen, Cariview는 제조사의 지시에 따라 치아우식 위험도 평가 시행되었다. 그 결과 Periogen, Cariview 그리고 CAT는 dmfts index와 상관계수가 각각 0.38, 0.56, 0.66을 보여 모두 중등도의 상관관계를 보였다(p < 0.01). Periogen, Cariview 그리고 CAT의 민감도와 특이도 분석의 경우, 민감도는 각각 43%, 76%, 95%를 보였으며, 특이도는 각각 80%, 72%, 74%를 보였다. ROC 곡선의 곡선하면적(AUC)는 각각 0.69, 0.81, 0.85를 보였다. Periogen의 경우 다른 기존의 두 가지 검사법에 비해 치아우식 위험도 평가에 있어 더 낮은 유효성을 보였다. 따라서 임상적으로 사용되기 위해서는 더 나은 유효성을 위한 개량이 필요할 것으로 보인다.

Sperm-Associated Antigen 9 is a Promising marker for Early Diagnosis of Endometrial Cancer

  • Baser, Eralp;Togrul, Cihan;Ozgu, Emre;Ayhan, Sevgi;Caglar, Mete;Erkaya, Salim;Gungor, Tayfun
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권12호
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    • pp.7635-7638
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    • 2013
  • Background: Sperm-associated antigen 9 (SPAG9) has been recently proposed as a novel biomarker for early diagnosis of several human tumors, including ovarian, cervical and breast cancers. Its clinical value remains to be clarified for endometrial cancer (EC). In this study, we investigated the utility of serum SPAG9 levels in diagnosis of EC and its association with important clinicopathological parameters. Materials and Methods: This cross-sectional study was performed at a tertiary women's referral center in Ankara, Turkey. Preoperative serum samples were collected from patients surgically treated for endometrial cancer between June 2012-April 2013. Similar aged women with a biopsy proven benign endometrium were used as controls. Serum SPAG9 levels were measured with an enzyme-linked immunosorbent assay (ELISA) method and assessed for links with clinicopathological factors. Receiver operating characteristic (ROC) curve analysis was performed to assess power of SPAG9 levels for EC prediction. P values less than 0.05 were considered statistically significant. Results: A total of 63 women with EC and 27 with benign endometrium were included in the study. Mean age in the EC group was $58.7{\pm}1.1$. Median SPAG9 levels in the EC and control groups were 18.3 (range, 12.7-53.8) and 14.1 (range, 4.3-65.3), respectively (p<0.001). A cut-off value of 17 ng/ml for SPAG9 predicted presence of malignant endometrium with 74% sensitivity and 83% specificity [Area under curve (AUC)=0.82, p<0.001]. SPAG9 levels did not demonstrate any significant association with histological type, FIGO stage, tumor grade, size, myometrial invasion, lymphovascular space invasion, cervical involvement, adnexal involvement, peritoneal cytology or lymph node status (all p>0.05). Conclusions: Testing for SPAG9 may be useful for early detection of EC in asymptomatic high-risk women. Its role in post-treatment follow-up and early detection of recurrence should be assessed in future trials.

Effect of Solubilizing and Microemulsifying Excipients in Polyethylene Glycol 6000 Solid Dispersion on Enhanced Dissolution and Bioavailability of Ketoconazole

  • Heo, Min-Young;Piao, Zong-Zhu;Kim, Tae-Wan;Cao, Qing-Ri;Kim, Ae-Ra;Lee, Beom-Jin
    • Archives of Pharmacal Research
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    • 제28권5호
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    • pp.604-611
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    • 2005
  • Polyethylene glycol (PEG) 6000-based solid dispersions (SDs), by incorporating various pharmaceutical excipients or microemulsion systems, were prepared using a fusion method, t o compare the dissolution rates and bioavailabilities in rats. The amorphous structure of the drug in SDs was also characterized by powder X-ray diffractometry (XRD) and differential scanning calorimetry (DSC). The ketoconazole (KT), as an antifungal agent, was selected as a model drug. The dissolution rate of KT increased when solubilizing excipients were incorporated into the PEG-based SDs. When hydrophilic and lipophilic excipients were combined and incorporated into PEG-based SDs, a remarkable enhancement of the dissolution rate was observed. The PEG-based SDs, incorporating a self microemulsifying drug delivery system (SMEDDS) or microemulsion (ME), were also useful at improving the dissolution rate by forming a microemulsion or dispersible particles within the aqueous medium. However, due to the limited solubilization capacity, these PEG-based SDs showed dissolution rates, below 50% in this study, under sink conditions. The PEG-based SD, with no pharmaceutical excipients incorporated, increased the maximum plasma concentration (C$_{max}$) and area under the plasma concentration curve (AUC$_{0-6h}$) two-fold compared to the drug only. The bioavailability was more pronounced in the cases of solubilizing and microemulsifying PEG-based SDs. The thermograms of the PEG-based SDs showed the characteristic peak of the carrier matrix around 60$^{\circ}C$, without a drug peak, indicating that the drug had changed into an amorphous structure. The diffraction pattern of the pure drug showed the drug to be highly crystalline in nature, as indicated by numerous distinctive peaks. The lack of the numerous distinctive peaks of the drug in the PEG-based SDs demonstrated that a high concentration of the drug molecules was dissolved in the solid-state carrier matrix of the amorphous structure. The utilization of oils, fatty acid and surfactant, or their mixtures, in PEG-based SD could be a useful tool to enhance the dissolution and bioavailability of poorly water-soluble drugs by forming solubilizing and microemulsifying systems when exposed to gastrointestinal fluid.

부산·경남 지역 성인의 담낭용종 위험인자 및 초음파 영상의 형태학적 분석 (Analysis of Risk factors & Morphological Ultrasound Image for Gallbladder Polyp in Adults Living in Busan and Gyeongnam Provinces)

  • 안현;황철환;고성진;김창수
    • 대한방사선기술학회지:방사선기술과학
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    • 제39권3호
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    • pp.353-359
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    • 2016
  • 본 연구는 부산 경남지역에서 담낭용종의 위험인자 및 초음파영상의 형태학적 분포를 알아보고자 하였다. 실험 대상은 2016년 1월~5월까지 부산 P병원 내원환자의 복부초음파 영상을 대상으로 하였다. 그 중 복부초음파와 혈청학적 검사를 동시에 실시한 399명을 대상으로 위험인자를 분석하였다. 담낭용종 위험인자들의 통계분석은 독립표본 t검정(independent t-test)과 카이제곱 검정(chi-square test)을 시행하였다. 차이검정 결과를 고려하여 독립변수에 대한 상대 위험비(odds ratio, OR) 산출을 위해 다중 로지스틱 회귀분석(multiple logistic regression analysis)을 시행하여 변수들로부터 예측모형을 산정하여 타당성을 검정하였다. 그 결과 담낭용종 위험인자로 남성, HBsAg 양성, 중성지방이 관련이 있음을 알 수 있었다. 담낭용종의 위험인자로 확인된 남성, HBsAg 양성, 중성지방으로 예측모형 및 예측 확률값을 산정하였다. 예측확률의 민감도 61.0%, 특이도 76.8%를 보였으며, ROC 곡선의 AUC 결과는 0.735를 보여 예측모형의 타당성을 확인할 수 있었다. 복부 초음파검사 상 관찰되는 담낭용종의 형태학적 분석 결과는 고 에코, 유경, 균질한 형태가 가장 많은 분포(27.5%)를 나타내었으며, 용종 개수는 2개(38%), 크기는 5~10 mm (53%)로 가장 많았다. 담낭용종과 관련된 간질환으로는 mild fatty liver (23%), diffuse hepatopathy (21%)로 나타났다.