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Prediction of effluent concentration in a wastewater treatment plant using machine learning models

Journal of Environmental Sciences 2015年第6期27卷 90-101页

作者： Hong Guo Kwanho jeong Jiyeon Lim jeongwon Jo Young Mo Kim Jong-pyo Park Joon Ha Kim kyung Hwa Cho School of Environmental Science and Engineering Gwangju Institute of Science and Technology (GIST) School of Urban and Environmental Engineering Ulsan National Institute of Science and Technology HECOREA. INC

Of growing amount of food waste, the integrated food waste and waste water treatment was regarded as one of the efficient modeling method. However, the load of food waste to the conventional waste treatment process might lead to the high concentration of total nitrogen（T-N） impact on the effluent water quality. The objective of this study is to establish two machine learning models-artificial neural networks（ANNs） and support vector machines（SVMs）, in order to predict 1-day interval T-N concentration of effluent from a wastewater treatment plant in Ulsan, Korea. Daily water quality data and meteorological data were used and the performance of both models was evaluated in terms of the coefficient of determination（R^2）, Nash-Sutcliff efficiency（NSE）, relative efficiency criteria（d rel）. Additionally, Latin-Hypercube one-factor-at-a-time（LH-OAT） and a pattern search algorithm were applied to sensitivity analysis and model parameter optimization, respectively. Results showed that both models could be effectively applied to the 1-day interval prediction of T-N concentration of effluent. SVM model showed a higher prediction accuracy in the training stage and similar result in the validation ***, the sensitivity analysis demonstrated that the ANN model was a superior model for 1-day interval T-N concentration prediction in terms of the cause-and-effect relationship between T-N concentration and modeling input values to integrated food waste and waste water treatment. This study suggested the efficient and robust nonlinear time-series modeling method for an early prediction of the water quality of integrated food waste and waste water treatment process.

关键词： Artificial neural network Support vector machine Effluent concentration Prediction accuracy Sensitivity analysis

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Microstructure investigation and multicolor upconversion in Yb3+/Ln3+(Ln=Er/Tm/Ho) ions doped α-Sialon

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Progress in Natural Science:Materials International 2019年第5期29卷 549-555页

作者： Sang Hoon jeong Yuwaraj K.Kshetri Seung Ho Kim Sung Hun Cho soo W.Lee Department of Environment and Bio-Chemical Engineering Sun Moon University Research Center for Eco Multi-Functional Nano Materials Sun Moon University The Institute of Scientific and Industrial Research (ISIR) Osaka University

Yb3+/Ln3+(Ln=Er/Tm/Ho)-α-sialon ceramics were fabricated by hot press sintering *** microstructure and luminescent properties were studied by XRD,EDS,HRTEM and photoluminescence *** results showed that the sintered ceramics consisted ofα-Sialon with a trace amount ofβ-Sialon *** frequency upconversion and downconversion properties of Yb3+/Ln3+(Ln=Er/Tm/Ho)-α-Sialon ceramics were investigated under 980 nm low-power *** different concentrations of Yb3+/Ln3+(Ln=Er/Tm/Ho)produced multicolor emissions characteristics of each Ln3+ion as a result of the energy transfer from Yb3+to Er3+,Tm3+and Ho3+*** EDS spectra measurements and mappings showed that the Ln3+ions were well incorporated in theα-Sialon *** evolution of the emission decay behavior has been investigated to understand the energy transfer mechanism.

关键词： α-Sialon Hot press sintering Upconversion Energy transfer

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Reciprocal inhibition of expression between RAV1 and BES1 modulates plant growth and development in Arabidopsis

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Journal of Integrative Plant Biology 2023年第5期65卷 1226-1240页

作者： Dami Yang Hyun-young Shin Hyun kyung Kang Yun Shang So Young Park Dong-Hoon jeong Kyoung Hee Nam Department of Biological Sciences Sookmyung Women's UniversitySeoul 04310Republic of Korea Research Institute for Women's HealthSookmyung Women's UniversitySeoul 04310Republic of Korea Department of Life Science and Multidisciplinary Genome Institute Hallym UniversityChuncheon 24252Republic of Korea Present Address:Peking University Institute of Advanced Agricultural ScienceWeifang 261325China

RAV1(Related to ABI3/VP1)is a plant-specific B3 and AP2 domain-containing transcription factor that acts as a negative regulator of growth in many plant *** expression of RAV1 is downregulated by brassinosteroids(BRs);large-scale transcriptome analyses have shown that the expression of RAV1 was previously targeted by BRI1-EMS-SUPPRESOR1(BES1)and BRASSINAZOLE-RESISTANT1(BZR1),which are critical transcription factors for the BR-signaling *** RAV1-overexpressing transgenic plants,we showed that RAV1 overexpression reduced the BR signaling capacity,resulting in the downregulation of BR biosynthetic genes and BES1 ***,we demonstrated that BES1,not BZR1,is directly bound to the RAV1 promoter and repressed RAV1 expression,and vice versa;RAV1 is also bound to the BES1 promoter and repressed BES1 *** mutual inhibition was specific to RAV1 and BES1 because RAV1 exhibited binding activity to the BZR1 promoter but did not repress BZR1 *** observed that constitutively activated BR signaling phenotypes in bes1-D were attenuated by the repression of endogenous BES1 expression in transgenic bes1-D plants overexpressing ***-sequencing analysis of RAV1-overexpressing transgenic plants and bes1-D mutant plants revealed differentially expressed genes by RAV1 and BES1 and genes that were oppositely co-regulated by RAV1 and ***1 and BES1 regulated different transcriptomes but co-regulated a specific set of genes responsible for the balance between growth and *** results suggested that the mutual inhibitory transcriptional activities of RAV1 and BES1 provide fine regulatory mechanisms for plant growth and development.

关键词： BES1 growth modulation RAV1 transcriptional regulation

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Endoscopic transcystic stent placement for an intrahepatic abscess due to gallbladder perforation

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World Journal of Gastroenterology 2007年第9期13卷 1458-1459页

作者： Myung soo Kang Do Hyun Park Ki Du Kwon jeong Hoon Park Suck-Ho Lee Hong-soo Kim Sang-Heum Park Sun-Joo Kim Division of Gastroenterology Department of Internal MedicineSoon Chun Hyang University Cheonan HospitalCheonan Korea

Perforation of the gallbladder with cholecystohepatic communication is a rare cause of liver abscess. Because it is a rare entity, the treatment modality has not been fully established. We report for the first time a patient with an intrahepatic abscess due to gallbladder perforation successfully treated by endoscopic stent placement into the gallbladder who had a poor response to continuous percutaneous drainage.

关键词： Liver abscess Gallbladder perforation Endoscopic stent placement Cholecystohepatic communication

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Biopathologic features and clinical significance of micrometatasis in the lymph node of early gastric cancer

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World Journal of Gastroenterology 2015年第2期21卷 667-674页

作者： Min Jung Jo Ji Yeon Park Joon Seon Song Myeong-Cherl Kook Keun Won Ryu soo-jeong Cho Jun Ho Lee Byung-Ho Nam Eun kyung Hong Il Ju Choi Young-Woo Kim Gastric Cancer Branch Research Institute and HospitalNational Cancer CenterGoyang-si 410-769South Korea Department of Pathology Research Institute and HospitalNational Cancer CenterGoyangsi 410-769South Korea Cancer Registration and Biostatistics Branch and Center for Clinical Trial National Cancer CenterGoyangsi 410-769South Korea

AIM: To evaluate the biopathologic features and clinical significance of nodal micrometastasis(MI) in early gastric cancer(EGC).METHODS: Among 1022 EGC patients who underwent gastrectomy with lymphadenectomy of D1 + β or more from March 2001 to December 2005 at the Korean National Cancer Center, available nodal metastasis was found in 90 p T1N1 patients. Nodal metastasis was confirmed by immunohistochemistry(IHC) with cytokeratin and patients were classified into MI and macrometastasis(MA) groups based on the main tumor burden according to the 6th International Union Against Cancer/American Joint Committee on Cancer staging system; the main tumor burden with a diameter of greater than 0.2 mm but no greater than 2 mm as MI, and greater than 2 mm as MA of the representative metastatic node. Proliferative and apoptotic activities of the primary tumor and the nodal metastasis were measured by IHC with Ki-67 and terminal deoxynucleotidyl transferase d UTP nick end labeling, respectively. Biopathologic and clinical features of the patients were analyzed and compared between MI and MA groups. Patients with recurrence were compared with those without recurrence to identify risk factors for ***: Thirty-seven patients showed MI and the other 53 patients revealed MA in the lymph node; the incidence of patients with MI and MA was 41.1% and 58.9%. The main tumor burden was 0.9 and 4.6 mm in the representative metastatic node, respectively. Japanese N2 stations were more frequently involved in MA group(20.9%) than in MI group(10.3%) butthe difference was not statistically different(P = 0.338). Proliferative and apoptotic activities of MI were decreased than those of MA(26.7% vs 40.5%, P = 0.004 and 1.0% vs 3.0%, P < 0.001, respectively). However, nodal MI in the current study showed a relatively high proliferative activity and an equivalent apoptotic activity compared to other cancers in the previously published studies. Recurrence was observed in 6 patients during

关键词： Early gastric cancer Sentinel node biopsy Lymphade

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Clinical and ABCB11 profiles in Korean infants with progressive familial intrahepatic cholestasis

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World Journal of Gastroenterology 2016年第20期22卷 4901-4907页

作者： Ji sook Park Jae Sung Ko jeong Kee Seo Jin soo Moon Sung Sup Park Department of Pediatrics Seoul National University College of Medicine Department of Pediatrics Gyeongsang National University School of Medicine Department of Laboratory Medicine Seoul National University College of Medicine

AIM: To investigate clinical profiles and mutations of ABCB11 in Koreans with progressive familial intrahepatic cholestasis 2 and review the differences between Koreans and ***: Of 47 patients with neonatal cholestasis, five infants had chronic intrahepatic cholestasis with normal γ-glutamyl transpeptidase. Direct sequencing analyses of ABCB11, including exons and introns, were performed from peripheral ***: Living donor-liver transplantation was performed in four patients because of rapidly progressive hepatic failure and hepatocellular carcinoma. Three missense mutations were found in two patients: compound heterozygous 677C>T(S226L)/3007G>A(G1003R) and heterozygous 2296G>A(G766R). The mutations were located near and in the transmembranous space. CONCLUSION: Alterations in the transmembrane of the bile salt export pump in the Korean infants were different from those previously reported in Chinese, Japanease, Taiwan Residents, and European patients.

关键词： Hepatocellular carcinoma Progressive familial intrahepatic cholestasis ABCB11 Bile salt export pump

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Multimodal imaging evaluation in staging of rectal cancer

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World Journal of Gastroenterology 2014年第15期20卷 4244-4255页

作者： Suk Hee Heo Jin Woong Kim Sang soo Shin Yong Yeon jeong Heoung-Keun Kang Department of Radiology Chonnam National University Hwasun HospitalChonnam National University Medical SchoolJeollanam-do 519-763South Korea Department of Radiology Chonnam National University HospitalChonnam National University Medical SchoolGwang-ju 501-757South Korea

Rectal cancer is a common cancer and a major cause of mortality in Western countries. Accurate staging is essential for determining the optimal treatment strategies and planning appropriate surgical procedures to control rectal cancer. Endorectal ultrasonography (EUS) is suitable for assessing the extent of tumor invasion, particularly in early-stage or superficial rectal cancer cases. In advanced cases with distant metastases, computed tomography (CT) is the primary approach used to evaluate the disease. Magnetic resonance imaging (MRI) is often used to assess preoperative staging and the circumferential resection margin involvement, which assists in evaluating a patient’s risk of recurrence and their optimal therapeutic strategy. Positron emission tomography (PET)-CT may be useful in detecting occult synchronous tumors or metastases at the time of initial presentation. Restaging after neoadjuvant chemoradiotherapy (CRT) remains a challenge with all modalities because it is difficult to reliably differentiate between the tumor mass and other radiation-induced changes in the images. EUS does not appear to have a useful role in post-therapeutic response assessments. Although CT is most commonly used to evaluate treatment responses, its utility for identifying and following-up metastatic lesions is limited. Preoperative high-resolution MRI in combination with diffusion-weighted imaging, and/or PET-CT could provide valuable prognostic information for rectal cancer patients with locally advanced disease receiving preoperative CRT. Based on these results, we conclude that a combination of multimodal imaging methods should be used to precisely assess the restaging of rectal cancer following CRT.

关键词： Rectal cancer Multimodality Imaging Staging Restaging

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Reactive oxygen species involved in sulforaphane-induced STAT3 inactivation and apoptosis in DU145 prostate cancer cells

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Chinese Science Bulletin 2010年第34期55卷 3922-3928页

作者： KOH Wonil AHN Kwang Seok jeong soo-Jin LEE Hyo-Jung KIM Minseok LEE Hyo-jeong LEE Eun-Ok KIM Sung-Hoon College of Oriental Medicine Kyung Hee University College of Dental Medicine Tufts UniversityBoston

Signal transducer and activator of transcription factor 3(STAT3)is a transcription factor that regulates various cellular processes such as proliferation,survival and angiogenesis in cancer *** the present study,we investigated the mechanisms whereby isothiocyanate sulforaphane(SFN)suppresses STAT3 activation in DU145 prostate cancer *** significantly inhibited SFN-inhibited STAT3 phosphorylation at Tyr705 as well as the deoxyribonucleic acid(DNA)binding capability in electrophoresis mobility shift assay(EMSA)in time-and concentration-dependent *** also abrogated the Janus activated kinase 2(JAK2)*** addition,SFN down-regulated STAT3-related gene products including Bcl-2,Bcl-xL,and cyclin D1 and vascular endothelial growth factor(VEGF),and inhibited the proliferation and induced ***,SFN mediated reactive oxygen species(ROS)production at the early ***,these results demonstrate that ROS generation may be involved in the inhibition of JAK2/STAT3 activation and apoptosis in DU145 cells.

关键词：前列腺癌细胞 STAT3 细胞凋亡活性氧活化诱导硫素萝卜

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Je-Chun-Jun induced apoptosis of human cervical carcinoma HeLa cells

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Acta Pharmacologica Sinica 2004年第10期 132-139页

作者： Han-jung CHAE,kyung-mi PARK,Geun-youn LEE,Gi-seup jeong,Hyung-rae PARK,Hyung-min KIM,soo-wan CHAE,Shim-keun YOO,Hyung-ryong KIM Department of Pharmacology and the Institute of Cardiovascular Research School of Medicine Chonbuk National University Jeonju Chonbuk 464-701 South Korea Department of Gynecology School of Oriental Medicine Wonkwang University Iksan Chonbuk 470-739 South Korea Department of Dental Pharmacology and Nano-Science & Technology Research Institute School of Dentistry Wonkwang University Iksan Chonbuk 570-749 South Korea Department of Dental Pharmacology and Nano-Science & Technology Research Institute School of Dentistry Wonkwang University Iksan Chonbuk 570-749 South Korea Department of Dental Pharmacology and Nano-Science & Technology Research Institute School of Dentistry Wonkwang University Iksan Chonbuk 570-749 South Korea Department of Pharmacology College of Oriental Medicine kyung Hee University Seoul South Korea Department of Pharmacology and the Institute of Cardiovascular Research School of Medicine Chonbuk National University Jeonju Chonbuk 464-701 South Korea Department of Gynecology School of Oriental Medicine Wonkwang University Iksan Chonbuk 470-739 South Korea Department of Dental Pharmacology and Nano-Science & Technology Research Institute School of Dentistry Wonkwang University Iksan Chonbuk 570-749 South Korea

AIM: To study the mechanism of Je-Chun-Jun (JCJ)-inducing the apoptosis of the human cervical carcinoma, HeLa cells. METHODS: The cell viability was assessed using MTT assay. The optical density was measured at 570 nm. The caspase activity was measured using 50 mmol/L of fluorogenic substrate, AC-DEVD-AMC (caspase-3), AC-VEID-AMC (caspase-8) or AC-LEHD-AFC (caspase-9). To confirm the expression of proteins, Western blotting was performed. To detect the characteristic of apoptosis chromatin condensation, HeLa cells were stained with Hoechst 33258 in the presence of JCJ. For the cell cycle analysis, HeLa cells were incubated with Propidium iodide (PI) solution. Fluorescence intensity of cell cycle was measured using flow cytometry system. RESULTS: The loss of viability occurred following the exposure of 10 g/L JCJ. Cells treated with 10 g/L JCJ for 3 d exhibited the apoptotic morphology (brightly blue-fluorescent condensed nuclei by Hoechst 33258-staining) and the reduction of cell volume. Cells incubated

关键词： herbal medicine apoptosis p38 MAPK HeLa cells

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Clinical outcomes of self-expandable metal stents in palliation of malignant anastomotic strictures caused by recurrent gastric cancer

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World Journal of Gastroenterology 2009年第28期15卷 3523-3527页

作者： Yu kyung Cho Sang Woo Kim Kwan Woo Nam Jae Hyuck Chang Jae Myung Park jeong-Jo jeong In Seok Lee Myung-Gyu Choi In-Sik Chung Department of Internal Medicine The Catholic University of Korea

AIM： To examine the technical feasibility and clinical outcomes of the endoscopic insertion of a selfexpandable metal stent （SEMS） for the palliation of a malignant anastomotic stricture caused by recurrent gastric cancer. METHODS： The medical records of patients, who had obstructive symptoms caused by a malignant anastomotic stricture after gastric surgery and underwent endoscopic insertion of a SEMS from January 2001 to December 2007 at Kangnam St Mary＇s Hospital, were reviewed retrospectively. RESULTS： Twenty patients （15 male, mean age 63 years） were included. The operations were a total gastrectomy with esophagojejunostomy （n = 12）, subtotal gastrectomy with Billroth-Ⅰ reconstruction （n = 2） and subtotal gastrectomy with Billroth- Ⅱ reconstruction （n = 8）. The technical and clinical success rates were 100% and 70%, respectively. A small bowel or colon stricture was the reason for a lack of improvement in symptoms in 4 patients. Two of these patients showed improvement in symptoms after another stent was placed. Stent reobstruction caused by tumor ingrowth or overgrowth occurred in 3 patients （15%） within 1 mo after stenting. Stent migration occurred with a covered stent in 3 patients who underwent a subtotal gastrectomy with Billroth-Ⅱ reconstruction. Two cases of partial stent migration were easily treated with a second stent or stent repositioning. The median stent patency was 56 d （range, 5-439 d）. The median survival was 83 d （range, 12-439 d）. CONCLUSION： Endoscopic insertion of a SEMS provides safe and effective palliation of a recurrent anastomotic stricture caused by gastric cancer, A meticulous evaluation of the presence of other strictures before inserting the stent is essential for symptom improvement.

关键词： Stents Surgical anastomosis Stricture Endoscopic gastrointestinal surgery Stomach neoplasms

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