• Investigative Magnetic Resonance Imaging
• /
• 제18권2호
• /
• pp.120-132
• /
• 2014

목적: 원발성 뇌종양환자에서 방사선 치료 후 추적 자기공명영상에서 새로 생긴 조영증강 뇌병변에 대해 종양재발과 지연성 방사선치료연관변화의 감별에 있어서 확산강조영상 (DWI), 역동적조영관류영상 (DSC PWI), 자화율강조영상 (SWI)의 진단적 가치를 서로 비교하고자 한다. 대상과 방법: 원발성 뇌종양으로 이전에 방사선치료를 받았던 환자 중, 방사선치료 종료 최소 1년 이후에 추적 자기공명영상에서 새롭게 조영증강 되는 병변을 가진 24명의 환자를 대상으로 연구하였다. 새롭게 조영증강 되는 병변은 14명의 종양재발과 10명의 방사선치료연관변화로 확인되었다. 종양재발과 방사선치료연관변화 두 환자 군의 여러변수들은 비대응표본 t 검정을 실시하여 비교 분석하였다. 다중변수 로지스틱 회귀 분석을 이용하여 DWI, DSC PWI, SWI 각 영상의 정량 분석을 통해 얻은 apparent diffusion coefficient (ADC), normalized cerebral blood volume (nCBV), proportion of dark signal intensity (proSWI) 값 중 두 군을 감별해 내는 최상의 예측 변수 (best predictor)를 정하였다. 이후 수신자 조작 특성 (Receiver operating characteristics, ROC) 분석을 통하여 best predictor의 정확도, 민감도, 특이도를 평가하였다. 결과: 방사선치료연관변화 군과 비교하여 종양재발 군에서 평균 nCBV 값이 유의하게 높았고 (P=.004), 평균 proSWI 값은 유의하게 낮았다 (P<.001). 반면, 평균 ADC 값은 두 군간에 유의한 차이를 보이지 않았다. 다중변수 로지스틱 회귀 분석 결과 proSWI 값만이 통계적으로 유의한, 감별 가능한 독립변수였으며, 민감도, 특이도, 정확도는 각각 78.6% (11 of 14), 100% (10 of 10), 87.5% (21 of 24) 였다. 결론: 뇌종양 환자에서 방사선치료 종료 최소 1년 이후에 새로 보이는 조영증강 병변의 감별에 있어 proSWI 값이 가장 중요한 변수인 것으로 나타났다.

• 한국지하수토양환경학회지:지하수토양환경
• /
• 제19권6호
• /
• pp.49-58
• /
• 2014

This study was implemented as a part of the experiment to develop two kinds of soil-based Benzo[a]pyrene (BaP) proficiency testing materials (PTMs) for soil analysis. A test was carried out for the check of solubility of the reference material (high purity reagent) using several solvents. Another test was also conducted for the evaluation of homogeneity and stability of two kinds of candidate soil reference materials. The test analysis of BaP in terms of the candidate materials was conducted according to the Standard Soil Analytical Methods by Ministry of Environment. Dissolution of the reference material was shown to vary depending on solvent type and was higher in the order of Dichloromethane > Acetone > Acetone/MeOH (9 : 1) > N-hexane. In addition, the slope on calibration curve for BaP standard solutions was largest on BaP standard solutions prepared with dichloromethane of the tested solvents. Such tendency appeared egually in the commercial BaP standard solution. Therefore, it is thought to be reasonable to use dichloromethane as the solvent in case of the standard stock solution that is used for the measurement of BaP concentration in soil. ISO 13528 and IUPAC protocol were used for verification of homogeneity on the two kinds of soil candidate materials, Both candidate materials were sufficiently homogeneous. Stability assessment of the two candidate materials was made according to ISO Guide 35 and the result showed that both batches did not have any long-term and short term stability issues that might occur during shipping. However, monitoring results of BaP concentration in soil showed that BaP concentration of the two batches measured at 15 days after the sample preparation was reduced by about 24~37% compared with that of the samples measured on 0 day of the sample preparation. Identification was done with several treatments such as irradiation and sterilization etc. The major cause was shown to be irradiation to the samples.

• Biotechnology and Bioprocess Engineering:BBE
• /
• 제10권1호
• /
• pp.52-59
• /
• 2005

The study was targeted to saccharify foodwastes with the cellulolytic and amylolytic enzymes obtained from culture supernatant of Trichoderma harzianum FJ1 and analyze the kinetics of the saccharification in order to enlarge the utilization in industrial application. T. harzianum FJ1 highly produced various cellulolytic (filter paperase 0.9, carboxymethyl cellulase 22.0, ${\beta}$-glucosidase 1.2, Avicelase 0.4, xylanase 30.8, as U/mL-supernatant) and amylolytic (${alpha}$-amylase 5.6, ${\beta}$-amylase 3.1, glucoamylase 2.6, as U/mL-supernatant) enzymes. The $23{\sim}98\;g/L$ of reducing sugars were obtained under various experimental conditions by changing FPase to between $0.2{\sim}0.6\;U/mL$ and foodwastes between $5{\sim}20\%$ (w/v), with fixed conditions at $50^{\circ}C$, pH 5.0, and 100 rpm for 24 h. As the enzymatic hydrolysis of foodwastes were performed in a heterogeneous solid-liquid reaction system, it was significantly influenced by enzyme and substrate concentrations used, where the pH and temperature were fixed at their experimental optima of 5.0 and $50^{\circ}C$, respectively. An empirical model was employed to simplify the kinetics of the saccharification reaction. The reducing sugars concentration (X, g/L) in the saccharification reaction was expressed by a power curve ($X=K{\cdot}t^n$) for the reaction time (t), where the coefficient, K and n. were related to functions of the enzymes concentrations (E) and foodwastes concentrations (S), as follow: $K=10.894{\cdot}Ln(E{\cdot}S^2)-56.768,\;n=0.0608{\cdot}(E/S)^{-0.2130}$. The kinetic developed to analyze the effective saccharification of foodwastes composed of complex organic compounds could adequately explain the cases under various saccharification conditions. The kinetics results would be available for reducing sugars production processes, with the reducing sugars obtained at a lower cost can be used as carbon and energy sources in various fermentation industries.

• 산업식품공학
• /
• 제15권1호
• /
• pp.22-27
• /
• 2011

본 연구에서는 강원도 춘천지역에서 발생하는 환경 오폐수를 시료로 하여 미생물을 혼합하여 제조한 수질정화제를 실제 하천과 호수의 오염환경과 유사한 배양기내에서 생물학적반응을 시켜오염물질의정화정도를측정하고평가하였다. 사용된 미생물은 식물성 유산균(vegetable Lactobacillus fermentum), 효모(Saccharomyces cerevisiae)와 고초균(Bacillus subtilis)이다. 두가지의미생물혼합제를투입하여정화정도를 실험하였다. 실제 하천에 투입하여 정화되는 과정과 유사하게 반응을 시키고자 반응 온도는 $21({\pm}3)^{\circ}C$로 하였으며 완전교반을 진행하였다. 사용한 시료의 오폐수의 오염도와 미생물에 의한 정화정도를 평가하기 위하여 총질소 함량과 총인 함량을 측정하였다. V.L.F.와 S.C.의 혼합물로 구성된 혼합제의 경우 총질소함량을 감소시키는데 매우 효과적임을 보여주었으며, V.L.F., S.C.,와 B.S.로 구성된 혼합제의 경우 그 총인의 함량을 저감화하는데 효과적임을 알 수 있었다. 본 실험에서 얻어진 실험 데이터를 통하여 V.L.F.와 S.C.의 혼합제가 오폐수의 정화반응에서 나타나는 반응상수값을 도출하였으며 그 값은 0.178 $day^{-1}$이었다. 본 연구의 결과를 바탕으로 저감화하고자 하는 성분에 따라 미생물의 종류와 그 혼합비를 조절하는 최적화과정이 필수적임을 알 수 있었으며 또한 곡선적합으로 도출한 반응상수값은 미생물을 이용하여 호수와 하천의 정화정도를 simulation함에 필요한 실험인자로서 응용이 가능하게 되었다.

• 생태와환경
• /
• 제40권1호
• /
• pp.61-71
• /
• 2007

본 연구는 국내 최대의 수질정화용 인공습지인 시화호 인공습지의 개방수역(open water)에서 식물플랑크톤에 의한 광합성특성 및 유기물생산력을 조사 평가하여 효율적인 습지관리를 위해 open water관리방안의 기초자료를 제공하기 위함이다. 식물플랑크톤의 광합성특성 및 1차 생산력은 유입수의 수질특성과 체류시간이 다른 반월천습지와 동화천습지의 open water에서 조사되었다. 조사기간 동안 시화호 인공습지내 5개 open water에서 식물플랑크톤에 의한 1차 생산력은 $481{\sim}11,275mgC\;m^{-2}\;day^{-1}$의 범위로 연중 부영양화 수준을 보였고 계절과 지점에 따라 변동이 컸다. 시화호 인공습지에서 식물플랑크톤의 P-I curve 모델계수를 통한 광합성특성은 두 습지로 유입되는 유입수의 상반되는 수질특성(인과 질소 농도)에 크게 영향을 받는 것으로 나타났다. 최대광합성속도 (Pmax)는 $42{\times}1,014 mgC\;m^{-3}\;hr^{-1}$로 chi. ${\alpha}$ 농도와 양의 상관(R=0.47)을 보였다. 식물플랑크톤의 광합성효율을 나타내는 동화계수(AN)두 습지 모두 고습지와 저습지의 AN값의 차이를 보이지 않았지만 동화천습지의 AN값이 평균 8.5gC $gChl^{-1}\;hr^{-1}$로 반월천습지의 평균 5.8gC $gChl^{-1}\;hr^{-1}$보다 높은 값을 보여 인 농도가 높은 동화천습지에서 식물플랑크톤의 광합성효율이 큰 것으로 나타났다. 두 하천의 수질특성으로부터 식물플랑크톤의 광합성효율은 질소보다 인 농도 그리고 작은 TN/TP와 관련이 있는 것으로 사료된다. 낮은 광도에 대한 광합성능력을 나타내는 초기기울기와 동화계수 사이에는 높은 양의 상관(R=0.81)을 보인 것으로 보아, 낮은 광조건에서 광합성능력이 큰 식물플랑크톤이 광합성효율도 큰 것으로 나타났다. 본 연구에서 시화호 인공습지의 open water에서 식물플랑크톤에 의한 유기물생산이 매우 높은 것으로 보아 식물플랑크톤이 습지의 수질 및 수처리효율에 영향을 미칠 것을 판단된다. 습지의 수처리효율을 향상시키기 위해서는 체류시간을 짧게 해주거나 open water의 면적을 줄여 식물플랑크톤의 증식을 억제하거나 또는 증식한 식물플랑크톤이 습지외부로 유출되지 않도록 하는 관리방안이 필요할 것으로 본다.

• 자원환경지질
• /
• 제43권2호
• /
• pp.123-136
• /
• 2010

사격지로 이용되었던 매향리 농섬 및 곡섬 시료 토양 및 퇴적물의 회분식 반응기 이용 중금속 추출 정화 실험을 수행하였다. 농섬 북쪽방면 사면의 N3 토양은 자갈 12.9%, 모래 47.0%, 실트 35.1%, 점토 5.0%가 함유된 약역머드 사질((g)mS)이었다. 그리고 N3 토양의 중금속 함유량은 Cd $22.5\pm1.9$ ppm, Cu $35.5\pm4.0$ ppm, Pb $1,279.0\pm5.1$ ppm 그리고 Zn $403.4\pm9.8$ppm이였다. 이 N3 토양에 5 종류 추출용매(citric acid, EDTA, phosphoric acid, potassium phosphate and oxalic acid)를 사용하여 추출한 결과 EDTA(ethylenediaminetetraacetic acid, $C_{10}H_{16}N_2O_8$)가 가장 좋은 추출효율을 가져왔다. 이는 N3 토양의 EDTA, oxalic acid 추출전 후 잔류성 fraction 부분이 형태가 파괴됨으로써 상당수가 추출되거나 좀 더 이동이 쉬운 상태로 진화되며 이에 따라 상대적으로 비잔류성 non-fracton 부분인 철/망간 산화물 형태, 유기물/황화물 형태, 이온교환성 형태, 탄산염으로 증가된다는 것을 보였다. 또한 EDTA 추출제를 사용하여 추출제 농섬 1,000 mM, soil:solution 비율 5, 실험 온도 $20^{\circ}C$, shaking 시간 24 hr, pH 2 그리고 200 RPM 조건의 회분식 반응기를 이용한 추출 결과 N3 토양은 Pb과 Zn이 초기농도 대비 각각 92.4%, 94.0% 추출제거되었다. 이러한 결과는 EDTA 추출제가 중금속으로 오염된 농섬 및 곡섬 토양은 회분식 반응기 이용 추출 실험에서 Pb, Zn가 효율적으로 제거 될 수 있음을 의미하나 특정 조건에서만 제거효율이 높은 logarithmic 함수 값을 보였다.

• Korean Journal of Radiology
• /
• 제23권11호
• /
• pp.1078-1088
• /
• 2022

Objective: To develop and validate a model using radiomics features from apparent diffusion coefficient (ADC) map to diagnose local tumor recurrence in head and neck squamous cell carcinoma (HNSCC). Materials and Methods: This retrospective study included 285 patients (mean age ± standard deviation, 62 ± 12 years; 220 male, 77.2%), including 215 for training (n = 161) and internal validation (n = 54) and 70 others for external validation, with newly developed contrast-enhancing lesions at the primary cancer site on the surveillance MRI following definitive treatment of HNSCC between January 2014 and October 2019. Of the 215 and 70 patients, 127 and 34, respectively, had local tumor recurrence. Radiomics models using radiomics scores were created separately for T2-weighted imaging (T2WI), contrast-enhanced T1-weighted imaging (CE-T1WI), and ADC maps using non-zero coefficients from the least absolute shrinkage and selection operator in the training set. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic performance of each radiomics score and known clinical parameter (age, sex, and clinical stage) in the internal and external validation sets. Results: Five radiomics features from T2WI, six from CE-T1WI, and nine from ADC maps were selected and used to develop the respective radiomics models. The area under ROC curve (AUROC) of ADC radiomics score was 0.76 (95% confidence interval [CI], 0.62-0.89) and 0.77 (95% CI, 0.65-0.88) in the internal and external validation sets, respectively. These were significantly higher than the AUROC values of T2WI (0.53 [95% CI, 0.40-0.67], p = 0.006), CE-T1WI (0.53 [95% CI, 0.40-0.67], p = 0.012), and clinical parameters (0.53 [95% CI, 0.39-0.67], p = 0.021) in the external validation set. Conclusion: The radiomics model using ADC maps exhibited higher diagnostic performance than those of the radiomics models using T2WI or CE-T1WI and clinical parameters in the diagnosis of local tumor recurrence in HNSCC following definitive treatment.

• Korean Journal of Radiology
• /
• 제23권3호
• /
• pp.343-354
• /
• 2022

Objective: To develop and evaluate a deep learning-based artificial intelligence (AI) model for detecting skull fractures on plain radiographs in children. Materials and Methods: This retrospective multi-center study consisted of a development dataset acquired from two hospitals (n = 149 and 264) and an external test set (n = 95) from a third hospital. Datasets included children with head trauma who underwent both skull radiography and cranial computed tomography (CT). The development dataset was split into training, tuning, and internal test sets in a ratio of 7:1:2. The reference standard for skull fracture was cranial CT. Two radiology residents, a pediatric radiologist, and two emergency physicians participated in a two-session observer study on an external test set with and without AI assistance. We obtained the area under the receiver operating characteristic curve (AUROC), sensitivity, and specificity along with their 95% confidence intervals (CIs). Results: The AI model showed an AUROC of 0.922 (95% CI, 0.842-0.969) in the internal test set and 0.870 (95% CI, 0.785-0.930) in the external test set. The model had a sensitivity of 81.1% (95% CI, 64.8%-92.0%) and specificity of 91.3% (95% CI, 79.2%-97.6%) for the internal test set and 78.9% (95% CI, 54.4%-93.9%) and 88.2% (95% CI, 78.7%-94.4%), respectively, for the external test set. With the model's assistance, significant AUROC improvement was observed in radiology residents (pooled results) and emergency physicians (pooled results) with the difference from reading without AI assistance of 0.094 (95% CI, 0.020-0.168; p = 0.012) and 0.069 (95% CI, 0.002-0.136; p = 0.043), respectively, but not in the pediatric radiologist with the difference of 0.008 (95% CI, -0.074-0.090; p = 0.850). Conclusion: A deep learning-based AI model improved the performance of inexperienced radiologists and emergency physicians in diagnosing pediatric skull fractures on plain radiographs.

• Journal of Nutrition and Health
• /
• 제45권4호
• /
• pp.390-399
• /
• 2012

The objective of this study was to develop and evaluate the construct validity of a Nutrition Quotient (NQ) for children. In a previous report (Kang, et al., 2012), the food behavior checklist for children's NQ, consisting of 19 items, was grouped into a 5-factor structure according to the exploratory factor analysis: balance, diversity, moderation, regularity, and practice. In this study, the construct validity of the NQ was assessed using a confirmatory factor analysis. Elementary school students (n = 1,393) from six large cities completed the NQ test. Indicator tests suggested an adequate model fit (goodness of fit index = 0.9613; adjusted GFI = 0.95; standardized root mean square residual = 0.0464; chi-square test statistics of < 0.001 p-value, 82.1), and item loadings were significant for all subscales (p < 0.05). The standardized path coefficients were used as the weights of the items. The NQ and the 5 factor scores of the student were calculated by the obtained weights of the questionnaire items. Logistic regression was applied to find the significant factors in order to affect a specific nutrient status. The receiver operation characteristic curve analyses were performed in order to find diagnostic cut-off points of the five factors. The food behavior checklist for children's NQ would be a handy and suitable instrument for evaluating dietary behaviors of Korean children.

• Journal of Pharmaceutical Investigation
• /
• 제26권3호
• /
• pp.221-232
• /
• 1996

An abrasive, calcium hydrogen phosphate dihydrate (DCPD), was synthesized in a Box-wilson experimental design by reactions between phosphoric acid and milk of lime, and calcium chloride and sodium phosphate solutions, and stabilized with TSPP and TMP. The optimum conditions for preparation of DCPD from phosphoric acid with milk of lime were such as; reaction temp.; $51.9^{\circ}C$, conc. of lime; 25.9%, conc. of phosphoric acd; 77.9%, drying temp.; $60.2^{\circ}C$ and final pH; 6.46. The physico-chemical and pharmaceutical properties of DCPD were showed as follows: glycerin absorption value(68 ml/100g), whiteness(99.5%), particle size(10.9 nm), pH(7.8), and set test(pass). XRD and SEM of DCPD indicated a monoclinic system crystallographically. $N_2$ adsorption isotherm curve by BET showed non porous type II form. The micromeritic parameters of DCPD showed that surface area was $3.27{\sim}4.6\;cm^{2}/g$ and pore volume, pore area and pore radius were negligible. The rheogram of the toothpaste containing DCPD showed pseudoplastic flow with yield value of 321, and thixotropic behavior forming hysteresis loop. These results meet the requirements as abrasive standard, and sythesized DCPD is expected as a good dental abrasive such as a high quality grade in practice.