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

검색결과 614건 처리시간 0.03초

아동에서의 적외선 체온 측정의 진단정확도 연구 : 체계적 문헌 고찰과 메타분석 (Systematic Review and Meta-Analyses of Diagnostic Accuracy of Infrared Thermometer when Identifying Fever in Children)

  • 박영주;박성희;강창범
    • 대한간호학회지
    • /
    • 제43권6호
    • /
    • pp.746-759
    • /
    • 2013
  • Purpose: Infrared thermometers are increasingly used as a convenient, non-invasive assessment method for febrile children. However, the diagnostic accuracy of the infrared thermometer for children has been questioned, particularly in relation to sensitivity and specificity. The aim of this study was to evaluate diagnostic accuracy of infrared thermometers in febrile children. Methods: Articles published between 1966 and 2012 from periodicals indexed in the Ovid Medline, Embase, CINAHL, Cochrane, KoreaMed, NDSL, KERIS and other databases were selected, using the following keywords: 'infrared thermometer'. The QUADAS-II was applied to assess the internal validity of the diagnostic studies. Selected studies were analyzed using meta-analysis with MetaDisc 1.4. Results: Nineteen diagnostic studies with high methodological quality, involving 4,304 children, were included. The results of meta-analysis showed that the pooled sensitivity, specificity and AUC (Area Under the Curve) of infrared tympanic thermometers in children over 1 year were 0.80 (95% CI 0.78, 0.81), 0.94 (95% CI 0.93, 0.95) and 0.95 respectively. However the diagnostic accuracy of infrared tympanic thermometers in children with hyperthermia was low. Conclusion: The diagnostic accuracy of infrared tympanic thermometer was similar to axillary and rectal thermometers indicating a need for further research to substantiate these findings in children with hyperthermia.

Kinetic behavior of sophoricoside by gas chromatography/mass spectrometry in rats

  • Jeon, Hee-Kyung;Park, Hae-Yeon;Kim, Youn-Jung;Kim, Youngsoo;Kim, Mi-Kyung;Lee, Seung-Ho;Jung, Sang-Hun;Ryu, Jae-Chun
    • 한국환경독성학회:학술대회논문집
    • /
    • 한국환경독성학회 2003년도 춘계학술대회
    • /
    • pp.189-189
    • /
    • 2003
  • Sophoricoside was isolated as the inhibitor of IL-5 bioactivity from Sophora japonica (Leguminosae). To develope as novel anti-allergic drug, kinetic study was performed in rats. Serum concentration of sophoricoside was measured by gas chromatography-mass spectrometry (GC/MS) in male Sprague-Dawley rat (250${\pm}$10g, n=5) after oral administration of sophoricoside (100mg/kg). The recovery of sophoricoside after extraction and concentration was above 95 % from rat serum. Between-day precision(relative standard deviation 2.2-2.8%) and within-day precision(2.0-12.1%) were determined from replicate analysis of a spiked control and incurred serum sample. The detection limits of sophoricoside in this serum was approximately 0.1 ng/mL. The Pharmacokinetic parameters were derived from the noncompartmental analysis. The C$\_$max/(3.56${\pm}$0.34 $\mu\textrm{g}$/mL) value for sophoricoside in male rat was observed at 7.6 h. The elimination half-life(t$\_$1/2/) of sophoricoside was approximately 4.47 h, the mean residence time (MRT) averaged 10.75 h, the total body clearance (Cl) averaged 0.0042 mL/min/kg. and the area under the serum concentration-time curve (AUC$\_$0-$\infty$/) was 24.93 $\mu\textrm{g}$$.$hr/mL.

  • PDF

가토에서 딜티아젬과 시메티딘과의 약물상호작용 (Drug Interaction between Cimetidine and Diltiazem in Rabbits)

  • 이진환;최준식;문영민
    • Journal of Pharmaceutical Investigation
    • /
    • 제32권3호
    • /
    • pp.209-213
    • /
    • 2002
  • Diltiazem inhibits calcium channels and Iεads to vascular smooth muscle rεlaxation and negative inotropic and chronotropic effects in the hεart. Diltiazem is almost completely absorbεd after oral administration, but its extent of absolute oral bioavailability is reduced because of considerable first-pass hepatic metabolism. Diltiazem is able to dilate renal vasculature and can increase the glomerular filtration rate and renal sodium excretion. The purpose of this study was to report the pharmacokinetic changes of diltiazem after oral administration of diltiazem, 20 mg/kg, in rabbits coadministered with cimetidine, 20 mg/kg and pretreated twice per day for 3 days at cimetidine dose of 20 mg/kg. The area under the plasma concentration-time curve (AUC) of diltiazem was significantly higher in rabbits pretreated with cimetidine than that in control rabbits (p<0.01), showing about 149% increased relative bioavailability. The peak plasma concentration $(C_{max})$ and elimination half-life of diltiazem were increased significantly (p<0.05) in rabbits pretreated with cimetidine compared with those in control rabbits. This findings could be due to significant reduction of elimination rate constant by pretreated with cimetidine. The effects of cimetidine on the pharmacokinetics of oral diltiazem were more considerable in rabbits pretreated with cimetidine compared with those in control rabbits. The results suggest that the dosage of diltiazem should be adjusted when the drug would be co-administerεd chronically with cimetidine in a clinical situation.

Clinical Investigation of Efficacy of Albumin Bound Paclitaxel plus Platinum Compounds as First-line Chemotherapy for Stage III/IV Squamous Non-small Cell Lung Cancer

  • Fang, Ying;Wang, Li;Xia, Guo-Hao;Shi, Mei-Qi
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권17호
    • /
    • pp.7453-7457
    • /
    • 2014
  • Objective: To observe the efficacy and toxicity of nanoparticle albumin bound paclitaxel (nab-paclitaxel) plus platinum agent (cisplatin or carboplatin) as first line treatment for stage III/IV squamous non-small-cell lung cancer (NSCLC). Methods: Forty chemotherapy naive patients with stage III/IV squamous NSCLC received nab-paclitaxel $125mg/m^2$ on day 1 and day 8, cisplatin $75mg/m^2$ on day 1, carboplatin area under the concentration-time curve of 5 (AUC=5) on day 1. One cycle of treatment was 3 weeks, and at least two were completed in each case. Results: Of the 40 patients who participated in the study, 25 achieved partial responses (PR), 12 reached a stage of stable disease (SD), and 3 suffered progressive disease (PD). The overall response rate (ORR) was 62.5% and the disease control rate (DCR) was 92.5%. Of the 20 patients without surgery or radiotherapy, 10 achieved PR, 7 reached a stage of SD, and 3 PD. The ORR was 50.0% and the DCR was 85.0%. The median progression-free survival time (PFS) of patients without surgery or radiotherapy was 5.0 months. Of the 20 patients receiving surgery or radiotherapy, 15 had PR and 5 p had SD, with an ORR of 75.0% and a DCR of 85.0%. Specifically, the DDP arm demonstrated a significantly higher ORR than the CBP arm (100%vs 54.5%, P<0.05). Common treatment related adverse events were myelosuppression, gastrointestinal response, baldness and neurotoxicity, most of which were grade 1 to 2. Conclusion: Nab-paclitaxel plus platinum agent (cisplatin or carboplatin) is effective as a first-line chemotheraphy for stage III/IV squamous NSCLC, and its adverse effects are tolerable.

쌀의 식이섬유함량이 정상인의 혈당에 미치는 영향에 관한 연구 (The Effect of Dietary Fiber Content of Rice on the Postprandial Serum Glucose Response in Normal Subject)

  • 이찬;신재수
    • 한국식품영양학회지
    • /
    • 제15권2호
    • /
    • pp.173-177
    • /
    • 2002
  • 건강한 지원자를 대상으로 전기압력밥솥으로 조리한 수원464 백미와 일반쌀 백미를 섭취시켜 혈당과 인슐린의 반응을 비교하여 다음과 같은 결과를 얻었다. 1. 식후 60분 후에서 수원464 백미섭취군의 혈당이 일반쌀 백미섭취군에 비해 유의성 있게 더 감소하였다 (p<0.01). 2. 실험 당질에 대한 혈당반응면적 (Area Under the Curve : AUC)은 수원464 백미군이 일반쌀 백미군에 비해 유의성 있게 낮았다 (p<0.05). 3. 혈청 인슐린치는 혈당반응과 유사한 패턴을 보였으며 식후 120분에서 수원464 백미군의 인슐린치가 일반쌀 백미군의 인슐린치보다 유의성 있게 더 낮았다 (p<0.05). 4. 일반쌀 백미의 혈당지수 (glycemic Index : GI)를 100%로 하였을 때 수원464 백미의 혈당지수는 64.5%로 매우 낮게 나타났다. 5. 수원464 백미의 혈당지수는 문헌상으로 조사된 일반쌀 현미의 혈당지수인 90%에 비해서도 현저하게 낮았다. 이상의 임상시험을 통하여 일반쌀에 비하여 식이섬유 함량이 높은 수원464는 혈당지수가 매우 낮은 것으로 밝혀졌으며 수원464백미는 문헌상으로 조사된 일반쌀 현미의 혈당지수 보다도 낮음을 확인하였다.

사이클로스포린 A 경질캅셀제에 대한 생물학적 동등성 평가 (Bioequivalence of Cyclosporin A Hard Capsules)

  • 김종국;이은진;이미경;박준규;신희종;김인숙
    • Biomolecules & Therapeutics
    • /
    • 제6권3호
    • /
    • pp.296-302
    • /
    • 1998
  • The bioequivalence of two cyclosporin A products was evaluated in 26 normal male volunteers (age 25 ~33 yr, body weight 56~84 kg) following single oral administration. Test product was a hard capsule containing the granule of cyclosporin A (Chong Kun Dang Corp., Korea) and reference product, Sandimmun", was a soft capsule containing surfactant, oil, alcohol and cyclosporin A (Sandoz, Swiss). Both products contain 100 mg of cyclosporin A. Four capsules of the test and the reference product were administered to the volunteers, respectively, by randomized two period cross-over study (2$\times$2 Latin square method). Average drug concentrations at each sampling time and pharmacokinetic parameters were not significantly different between two products (p>0.05); the area under the concentration-time curve to last sampling time (24 hr) (AU $Co_{24}$) (5034.8$\pm$ 1760.6 vs 4635.4$\pm$ 1158.9 ng . h/ml), maximum plasma concentration ( $C_{max}$) (1002.7$\pm$353.1 vs 980. 4$\pm$ 171.7 ng/71), and mean residence time (MRT) (6.16$\pm$0.81 vs 5.64$\pm$0.50 h). The differences of mean AUC 7-,4,7~, T_ and MRT between the two products (7.93,2.22,16 and 8.39%, respectively) were less than 20% given as a guideline. The power (1-$\beta$) and treatment difference ($\Delta$) for AU $Co_{24}$, $C_{max}$ and MRT were more than 0.8 and less than 0.2, respectively. Although $T_{max}$ of the two products was significantly different each other (p<0.05), $T_{max}$ might be an insignificant parameter because cyclosporin A generally requires long-term administration. From these results, the two products are bioequivalent.alent.t.

  • PDF

Artemisia annua L. Extracts Improved Insulin Resistance via Changing Adiponectin, Leptin and Resistin Production in HFD/STZ Diabetic Mice

  • Ghanbari, Mahshid;Lamuki, Mohammad Shokrzadeh;Habibi, Emran;Sadeghimahalli, Forouzan
    • 대한약침학회지
    • /
    • 제25권2호
    • /
    • pp.130-137
    • /
    • 2022
  • Objectives: Insulin resistance (IR) is major cause of type 2 diabetes (T2D), and adipokines (e.g., adiponectin, leptin, and resistin) play an important role in insulin sensitivity. Medicinal plants are frequently used for T2D treatment. This study investigates the effect of Artemisia annua L. (AA) extracts on adipokines in mice with high-fat-diet (HFD)/streptozotocin (STZ)-induced T2D. Methods: We divided 60 mice into 12 groups (n = 5 per group): control, untreated T2D, treated T2D, and 9 other groups. T2D was induced in all groups, except controls, by 8 weeks of HFD and STZ injection. The treated T2D group was administered 250 mg/kg of metformin (MTF), while the nine other groups were treated with 100, 200, and 400 mg/kg of hot-water extract (HWE), cold-water extract (CWE), and alcoholic extract (ALE) of AA (daily oral gavage) along with 250 mg/kg of MTF for 4 weeks. The intraperitoneal glucose tolerance test (IPGTT) was performed, and the homeostasis model assessment of adiponectin (HOMA-AD) index and blood glucose and serum insulin, leptin, adiponectin, and resistin levels were measured. Results: Similar to MTF, all three types of AA extracts (HWEs, CWEs, and ALEs) significantly (p < 0.0001) decreased the area under the curve (AUC) of glucose during the IPGTT, the HOMA-AD index, blood glucose levels, and serum insulin, leptin, and resistin levels and increased serum adiponectin levels in the MTF group compared to the T2D group (p < 0.0001). The HWEs affected adipokine release, while the CWEs and ALEs decreased leptin and resistin production. Conclusion: Water and alcoholic AA extracts have an antihyperglycemic and antihyperinsulinemic effect on HFD/STZ diabetic mice. In addition, they decrease IR by reducing leptin and resistin production and increasing adiponectin secretion from adipocytes.

넷플로우-타임윈도우 기반 봇넷 검출을 위한 오토엔코더 실험적 재고찰 (An Experimental Study on AutoEncoder to Detect Botnet Traffic Using NetFlow-Timewindow Scheme: Revisited)

  • 강구홍
    • 정보보호학회논문지
    • /
    • 제33권4호
    • /
    • pp.687-697
    • /
    • 2023
  • 공격 양상이 더욱 지능화되고 다양해진 봇넷은 오늘날 가장 심각한 사이버 보안 위협 중 하나로 인식된다. 본 논문은 UGR과 CTU-13 데이터 셋을 대상으로 반지도 학습 딥러닝 모델인 오토엔코더를 활용한 봇넷 검출 실험결과를 재검토한다. 오토엔코더의 입력벡터를 준비하기 위해, 발신지 IP 주소를 기준으로 넷플로우 레코드를 슬라이딩 윈도우 기반으로 그룹화하고 이들을 중첩하여 트래픽 속성을 추출한 데이터 포인트를 생성하였다. 특히, 본 논문에서는 동일한 흐름-차수(flow-degree)를 가진 데이터 포인트 수가 이들 데이터 포인트에 중첩된 넷플로우 레코드 수에 비례하는 멱법칙(power-law) 특징을 발견하고 실제 데이터 셋을 대상으로 97% 이상의 상관계수를 제공하는 것으로 조사되었다. 또한 이러한 멱법칙 성질은 오토엔코더의 학습에 중요한 영향을 미치고 결과적으로 봇넷 검출 성능에 영향을 주게 된다. 한편 수신자조작특성(ROC)의 곡선아래면적(AUC) 값을 사용해 오토엔코더의 성능을 검증하였다.

Assessing the Diagnostic Value of Serum Dickkopf-related Protein 1 Levels in Cancer Detection: a Case-control Study and Meta-analysis

  • Jiang, Xiao-Ting;Ma, Ying-Yu;Guo, Kun;Xia, Ying-Jie;Wang, Hui-Ju;Li, Li;He, Xu-Jun;Huang, Dong-Sheng;Tao, Hou-Quan
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권21호
    • /
    • pp.9077-9083
    • /
    • 2014
  • Background: This study aimed to summarize the potential diagnostic value of serum DKK1 levels in cancer detection. Materials and Methods: Serum DKK1 was measured using enzyme-linked immunosorbent assay in a case-control study. Then we performed a meta-analysis and the pooled sensitivity, specificity, diagnostic odds ratio, and summary receiver operating characteristic (sROC) curves were used to evaluate the overall test performance. Results: Serum DKK1 levels were found to be significantly upregulated in gastric cancer as compared to controls. ROC curve analysis revealed an AUC of 0.636, indicating the test has the potential to diagnose cancer with poor accuracy. The summary estimates of the pooled sensitivity, specificity and diagnostic odds ratio in meta-analysis were 0.55 with a 95% confidence interval (CI) (0.53-0.57), 0.86 (95%CI, 0.84-0.88) and 12.25 (95%CI, 5.31-28.28), respectively. The area under the sROC was 0.85. Subgroup analysis revealed that the diagnostic accuracy of serum DKK1 in lung cancer (sensitivity: 0.69 with 95%CI, 0.66-0.74; specificity: 0.95 with 95%CI, 0.92-0.97; diagnostic odds ratio: 44.93 with 95%CI, 26.19-77.08) was significantly higher than for any other cancer. Conclusions: Serum DKK1 might be useful as a noninvasive method for confirmation of cancer diagnosis, particularly in the case of lung cancer.

경구투여에 의한 양식산 넙치내 Erythromycin의 약물동태학적 특성 분석 (The Pharmacokinetics of Erythromycin in Cultured Paralichthys olivaceus after Oral administration)

  • 서정수;전은지;정승희;박명애;김나영
    • 수산해양교육연구
    • /
    • 제26권2호
    • /
    • pp.316-321
    • /
    • 2014
  • The pharmacokinetics of erythromycin (EM) after oral administration was studied in the cultured olive flounder, Paralichthys olivaceus, using LC/MS/MS. After single- or multiple-dose administration of EM (50, 100, 200 mg/kg body weight and 50 mg/kg for 5 days) by oral route in olive flounder ($350{\pm}40g$, $22{\pm}0.5^{\circ}C$), the concentration in the serum was determined at 1, 3, 6, 9, 24, 72, 120, 168, 264, 360, 504 and 720 h post-dose. The kinetic profile of absorption, distribution and elimination of EM in serum were analyzed fitting to a two-compartment model by WinNonlin program. The area under the concentration-time curve (AUC), maximum concentration ($C_{max}$), time for maximum concentration ($T_{max}$) following oral administration of 50, 100 and 200 mg/kg b.w. and 50 mg for 5 days. EM was $165.3hr^*{\mu}g/m{\ell}$ ($C_{max}$, $34.63{\mu}g/m{\ell}$; $T_{max}$, 1.56 hr), $212.8hr^*{\mu}g/m{\ell}$ ($C_{max}$, $60.38{\mu}g/m{\ell}$; $T_{max}$, 3.99 hr), and $592.37hr^*{\mu}g/m{\ell}$ ($C_{max}$, $63.01{\mu}g/m{\ell}$; $T_{max}$, 4 hr), respectively. The results of this study related to dosage and ${\mu}{\cdot}$withdrawal times could be used for prescription of EM in field for the treatment of bacterial diseases in olive flounder.