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Machine learning modeling of superconducting critical temperature

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npj Computational Materials 2018年第1期4卷 405-418页

作者： Valentin Stanev Corey Oses A.Gilad Kusne Efrain Rodriguez Johnpierre Paglione Stefano Curtarolo ichiro Takeuchi Department of Materials Science and Engineering University of MarylandCollege ParkMD 20742-4111USA Center for Nanophysics and Advanced Materials University of MarylandCollege ParkMD 20742USA Department of Mechanical Engineering and Materials Science Duke UniversityDurhamNC 27708USA Center for Materials Genomics Duke UniversityDurhamNC 27708USA National Institute of Standards and Technology GaithersburgMD 20899USA Department of Chemistry and Biochemistry University of MarylandCollege ParkMD 20742USA Department of Physics University of MarylandCollege ParkMD 20742USA Fritz-Haber-Institut der Max-Planck-Gesellschaft 14195 Berlin-DahlemGermany

Superconductivity has been the focus of enormous research effort since its discovery more than a century ***,some features of this unique phenomenon remain poorly understood;prime among these is the connection between superconductivity and chemical/structural properties of *** bridge the gap,several machine learning schemes are developed herein to model the critical temperatures(T_(c))of the 12,000+known superconductors available via the SuperCon *** are first divided into two classes based on their T_(c) values,above and below 10 K,and a classification model predicting this label is *** model uses coarse-grained features based only on the chemical *** shows strong predictive power,with out-of-sample accuracy of about 92%.Separate regression models are developed to predict the values of T_(c) for cuprate,iron-based,and low-T_(c) *** models also demonstrate good performance,with learned predictors offering potential insights into the mechanisms behind superconductivity in different families of *** improve the accuracy and interpretability of these models,new features are incorporated using materials data from the AFLOW Online ***,the classification and regression models are combined into a single-integrated pipeline and employed to search the entire Inorganic Crystallographic Structure Database(ICSD)for potential new *** identify>30 non-cuprate and non-iron-based oxides as candidate materials.

关键词： learning critical offering

Electron Communication Between Electrode and Dye-Linked L-Proline Dehydrogenase in Organized Layer-by-Layer Multilayer Film

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Chemical Research in Chinese Universities 2009年第4期25卷 550-555页

作者： ZHENG Hai-tao DONG Li-ping LIU Hai-hui JIA Hai-lian SUYE Shin-ichiro School of Material Science and Chemical Engineering Tianjin Polytechnic University Tianjin 300160 P. R. China Department of Applied Chemistry and Biotechnology Graduate School of Engineering University of Fukui Fukui 910-8507 Japan

Multilayer film was fabricated on an electrode surface by alternate layer-by-layer（LBL） adsorption of polycationic redox polymer（PEI-Fc） and dye-linked L-proline dehydrogenase（L-proDH）.The electrochemistry of the PEI-Fc/L-proDH multilayer modified electrode was investigated by cyclic voltammetry,and the enzyme catalysis mediated by the redox polymer was studied in a solution containing *** was observed that electron communication between L-proDH and the electrode was achieved with the help of PEI-Fc.A mathematical expression for the current response was evaluated based on the Michaelis-Menten kinetics mode,and the calculated currents fitted well with the experimental *** kinetic analysis indicates that only a small fraction of the immobilized enzyme was efficiently electrically wired by the redox polymer.

关键词： Electron communication Dye-linked L-proline dehydrogenase Layer-by-layer adsorption Electrode kinetic

Mucosal patterns change after Helicobacter pylori eradication:Evaluation using blue laser imaging in patients with atrophic gastritis

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World Journal of Gastroenterology 2023年第17期29卷 2657-2665页

作者： Yoshiyuki Nishikawa Yoshio Ikeda Hidehiro Murakami Shin-ichiro Hori Megumi Yoshimatsu Naoki Nishikawa Department of Gastroenterology Nishikawa Gastrointestinal ClinicMatsuyama 790-0878EhimeJapan Endoscopy Center Ehime University HospitalToon 791-0295EhimeJapan Department of Internal Medicine Saiseikai Matsuyama HospitalMatsuyama 791-8026EhimeJapan Department of Gastroenterology Himeji Red Cross HospitalHimeji 670-8540HyogoJapan Department of Gastroenterology National Hospital Organization Shikoku Cancer CenterMatsuyama 791-0280EhimeJapan Department of Gastroenterology Matsuyama Shimin HospitalMatsuyama 790-0067EhimeJapan

BACKGROUND Mucosal patterns(MPs)observed on blue laser imaging in patients with atrophic gastritis can be classified as spotty,cracked,and ***,we hypothesized that the spotty pattern may change to the cracked pattern after Helicobacter pylori(***)*** To further substantiate and comprehensively investigate MP changes after *** eradication in a larger number of *** We included 768 patients who were diagnosed with atrophic gastritis with evaluable MP using upper gastrointestinal endoscopy at the Nishikawa Gastrointestinal Clinic,*** them,325 patients were ***-positive,and of them,101 patients who underwent upper gastrointestinal endoscopy before and after *** eradication were evaluated for post-eradication MP *** patients’MPs were interpreted by three experienced endoscopists who were blinded to their clinical *** Among 76 patients with the spotty pattern before or after *** eradication,the pattern disappeared or decreased in 67 patients[88.2%,95%confidence interval(CI):79.0%-93.6%),appeared or increased in 8 patients(10.5%,95%CI:5.4%-19.4%),and showed no change in 1 patient(1.3%,95%CI:0.2%-7.1%).In 90 patients with the cracked pattern before or after *** eradication,the pattern disappeared or decreased in 7 patients(7.8%,95%CI:3.8%-15.2%),appeared or increased in 79 patients(87.8%,95%CI:79.4%-93.0%),and showed no change in 4 patients(4.4%,95%CI:1.7%-10.9%).In 70 patients with the mottled pattern before or after *** eradication,the pattern disappeared or decreased in 28 patients(40.0%,95%CI:29.3%-51.7%),appeared or increased in 35 patients(50.0%,95%CI:38.6%-61.4%),and showed no change in 7 patients(10.0%,95%CI:4.9%-19.2%).CONCLUSION After *** eradication,MPs changed from spotty to cracked in most patients,which may help endoscopists easily and precisely evaluate ***-related gastritis status.

关键词： Atrophic gastritis Helicobacter pylori Gastrointestinal endoscopy Image enhancement Classification

Oral administration of Lactiplantibacillus plantarum 22A-3 exerts anti-allergic activity against intestinal food allergy mouse models sensitized and challenged with ovalbumin

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Food Bioscience 2022年第3期47卷 1294-1300页

作者： Mari Enokida Ken-ichiro Minato Susumu Yoshino Nobuaki Ohto Hiroshige Kuwahara Masashi Mizuno Department of Agrobioscience Graduate School of Agricultural ScienceKobe UniversityKobe657-8501Japan Department of Applied Biological Chemistry Graduate School of AgricultureMeijo UniversityNagoya468-8502Japan Research Center Maruzen Pharmaceuticals Co.Ltd.Fukuyama729-3102Japan

In recent years,researches on food components with anti-allergic effects have been gathering attention,because of the expectation for the establishment of a safe and effective treatment for food *** studies have reported that Lactiplantibacillus plantarum 22A-3 (LP22A3) inhibited degranulation of mast cells and reduced IgE *** have developed a gastrointestinal allergy system in which mice are sensitized by intraperitoneal and oral administration of OVA and then challenged by oral administration of high doses of *** a result,an increase in the amount of IgE in the blood and a decrease in the temperature of the colon were confirmed,and it was clarified that food allergy was induced by oral administration of high dose of OVA as the *** administration of LP22A3 ameliorated allergic responses significantly by reducing the amount of IgE in the blood and to recovered the decrease of rectal ***,LP22A3 did not affect the intestinal barrier *** LP22A3 significantly suppressed mRNA expression of OX40L and *** results suggested that LP22A3 suppressed Th2 differentiation and IL-4 production via downregulation of OX40L,and consequently suppressed IgE ***22A3 might provide a safe and effective treatment for allergic diseases due to ability modulating intestinal immune system.

关键词： Anti-allergic activity Food allergy Lactiplantibacillus plantarum 22A-3 Ovalbumin OX40L

Taurolithocholate impairs bile canalicular motility and canalicular bile secretion in isolated rat hepatocyte couplets

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World Journal of Gastroenterology 2006年第33期12卷 5320-5325页

作者： Norihito Watanabe Tatehiro Kagawa Sei-ichiro Kojima Shinji Takashimizu Naruhiko Nagata Yasuhiro Nishizaki Tetsuya Mine Division of Gastroenterology Department of In-ternal Medicine Tokai University School of Medicine Japan

AIM: To investigate the effects of taurolithocholate (TLC)on the canalicular motility in isolated rat hepatocyte cou-plets (IRHC).METHODS: TLC was added to IRHC at concentrationsof 10 and 50 μmol/L, respectively. In each group, fi vetime-lapse movies containing 3 representative bile cana-liculi were taken under phase-contrast microscopy for12 h. The number of bile canalicular contractions andthe intervals between consecutive canalicular contrac-tions were calculated. Furthermore, the effects of TLC onIRHC were examined by transmission electron ***: The bile canalicular contractions were spon-taneous and forceful in the controls. Active vesicularmovement was observed in the pericanalicular *** after the addition of TLC, the bile canaliculiwere deformed, and canalicular bile was incorporatedinto the vacuoles. The canaliculi were gradually dilated,and canalicular contractions were markedly inhibited byTLC. The vesicular movements became extremely slowin the pericanalicular region. The number of canalicularcontractions significantly decreased in the TLC-treatedgroups, as compared with that in the controls. The timeintervals were prolonged, as the TLC dosage increased,indicating that bile secretion into the canaliculi wasimpaired with TLC. Transmission electron microscopyrevealed the lamellar transformation of the canalicularmembranes in IRHC treated with ***: TLC impairs both the bile canalicularcontractions and the canalicular bile secretion, possiblyby acting directly on the canalicular membranes in TLC-induced cholestasis.

关键词： Taurolithocholate Bile canaliculi Canalicularcontraction Bile secretion Isolated rat hepatocyte couplets Canalicular membrane Contractile protein

A patient with spinal metastasis from hepatocellular carcinoma discovered from neurological findings

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World Journal of Gastroenterology 2007年第19期13卷 2758-2760页

作者： Katsuyoshi Tamaki ichiro Shimizu Mari Urata Nao Kohno Hiroshi Fukuno Susumu Ito Nobuya Sano Department of Digestive and Cardiovascular Medicine Institute of Health Biosciences The University of Tokushima Graduate School Japan Division of Pathology Tokushima University Hospital Tokushima Japan

Although spinal tumors are uncommon, they may reduce survival or cause serious functional disorders in the extremities. Metastatic spinal tumors from malignant tumors can induce symptoms of spinal cord compression, such as paraplegia, quadriplegia, and vesicorectal disturbance, which are aggravated with progression of the diseases and time. We report a patient with hepatocellular carcinoma (HCC) who was suspected of having spinal lesions based on neurological findings, and a metastatic spinal tumor was found by imaging examination. Assuming that metastasis had occurred at the time lumbar pain developed, the patient reached the level of gait disturbance within only 4 mo, showing a rapid advancement of symptoms. If early diagnosis had been possible, treatment could be performed before acute myelopathy progressed to complete paralysis. We speculate that the terminal stage of HCC is not only liver failure associated with intrahepatic lesions but also metastasis to other regions, treatment for individual pathologies therefore, will be needed, which constitutes an important issue.

关键词： Hepatocellular carcinoma Spinal cord metastasis Brain metastasis

Continuous monitoring of char surface activity toward benzene

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Carbon Resources Conversion 2019年第1期2卷 43-50页

作者： Cheolyong Choi Kentaro Shima Shinji Kudo Koyo Norinaga Xiangpeng Gao Jun-ichiro Hayashi Interdisciplinary Graduate School of Engineering Sciences Kyushu University6-1Kasuga KoenKasuga 816-8580Japan Institute for Materials and Engineering Chemistry Kyushu University6-1Kasuga KoenKasuga 816-8580Japan Department of Materials Science and Engineering School of EngineeringNagoya UniversityNagoya 464-8601Japan Discipline of Electrical Engineering Energy and PhysicsSchool of Engineering and Information TechnologyMurdoch University90 South StreetMurdochWA 6150Australia Transdisciplinary Research and Education Center of Green Technology Kyushu University6-1Kasuga KoenKasuga 816-8580Japan

Kinetics of thermal decomposition of benzene on lignite-derived char was investigated at 900℃ by applying a new method to continuously monitor the char surface *** vapor was continuously forced to pass through a micro fixed bed of char with residence time as short as 7.6 ms,and then detected continuously by a flame-ionization *** showed the presence of two different types of char surfaces;consumptive Type I surface and non-consumptive(sustainable)Type II *** I surface of a partially CO_(2)-gasified char had an capacity of carbon deposit from benzene over 20 wt%-char and an initial activity(represented by a first-order rate constant)as high as 160 s−*** of them decreased with increasing carbon deposit due to consumption of micropores accessible to benzene,and finally became zero leaving Type II surface that had a very stable activity with rate constant of 4 s−*** chars without gasification had capacities of Type I surfaces smaller by two orders of magnitude than the partially gasified char,while the Type II surfaces had activities similar to that of the partially gasified *** was found that Type II surface converted benzene into not only carbon deposit but also diaromatics and even greater *** of the greater aromatics was unknown because they were deposited onto the reactor wall immediately after passing through the char bed.

关键词： Carbon deposition Aromatics Tar Char Kinetics Pyrolysis Gasification

Deep learning ferroelectric polarization distributions from STEM data via with and without atom finding

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npj Computational Materials 2021年第1期7卷 1342-1352页

作者： Christopher T.Nelson Ayana Ghosh Mark Oxley Xiaohang Zhang Maxim Ziatdinov ichiro Takeuchi Sergei V.Kalinin Center for Nanophase Materials Sciences Oak Ridge National LaboratoryOak RidgeTNUSA Computational Sciences and Engineering Division Oak Ridge National LaboratoryOak RidgeTNUSA Department of Materials Science and Engineering University of MarylandCollege ParkMDUSA

Over the last decade,scanning transmission electron microscopy(STEM)has emerged as a powerful tool for probing atomic structures of complex materials with picometer precision,opening the pathway toward exploring ferroelectric,ferroelastic,and chemical phenomena on the atomic *** to date extracting a polarization signal from lattice coupled distortions in STEM imaging rely on discovery of atomic positions from intensity maxima/minima and subsequent calculation of polarization and other order parameter fields from the atomic ***,we explore the feasibility of polarization mapping directly from the analysis of STEM images using deep convolutional neural networks(DCNNs).In this approach,the DCNN is trained on the labeled part of the image(i.e.,for human labelling),and the trained network is subsequently applied to other *** explore the effects of the choice of the descriptors(centered on atomic columns and grid-based),the effects of observational bias,and whether the network trained on one composition can be applied to a different *** analysis demonstrates the tremendous potential of the DCNN for the analysis of high-resolution STEM imaging and spectral data and highlights the associated limitations.

关键词： Deep network ferroelectric

Lamivudine treatment enabling right hepatectomy for hepatocellular carcinoma in decompensated cirrhosis

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World Journal of Gastroenterology 2012年第20期18卷 2586-2590页

作者： Koichi Honda Masataka Seike Shin-ichiro Maehara Koichiro Tahara Hideaki Anai Akira Moriuchi Toyokichi Muro First Department of Internal Medicine Oita UniversityOita 879-5593Japan Department of Surgery National Hospital Organization Oita Medical CenterOita 870-0263Japan Department of Pathology National Hospital Organization Oita Medical CenterOita 870-0263Japan Department of Gastroenterology and Hepatology National Hospital Organization Oita Medical CenterOita 870-0263Japan

A 69-year-old man was admitted to our hospital in October 2003,for further examination of two liver *** was diagnosed with hepatocellular carcinoma(HCC) arising from decompensated hepatitis B virus(HBV)-related ***-term lamivudine administration improved liver function dramatically despite repeated treatment for *** Child-Pugh score was 9 points at start of lamivudine treatment,improving to 5 points after 1 *** indocyanine green at 15 min after injection test score was 48%before lamivudine treat-ment,improving to 22%after 2 years and to 5%after 4 *** ablation controlled the HCC foci and maintained his liver *** April 2009,abdominal computed tomography revealed a tumor thrombus in the right portal *** his indocyanine green test results had improved to less than 10%,we performed a right hepatectomy,which was *** our knowledge,there have been no documented reports of patients undergoing successful right hepatectomy for HCC arising from decompensated *** findings observed in our patient indicate the importance of nucleoside analogs for treating HBV-related HCC.

关键词： Hepatitis B virus Lamivudine Hepatocellular carcinoma Decompensated cirrhosis Hepatectomy