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1.
Nat Nanotechnol ; 18(11): 1289-1294, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37474684

ABSTRACT

Two-dimensional (2D) semiconducting transition metal dichalcogenides (TMDs) represent the ultimate thickness for scaling down channel materials. They provide a tantalizing solution to push the limit of semiconductor technology nodes in the sub-1 nm range. One key challenge with 2D semiconducting TMD channel materials is to achieve large-scale batch growth on insulating substrates of single crystals with spatial homogeneity and compelling electrical properties. Recent studies have claimed the epitaxy growth of wafer-scale, single-crystal 2D TMDs on a c-plane sapphire substrate with deliberately engineered off-cut angles. It has been postulated that exposed step edges break the energy degeneracy of nucleation and thus drive the seamless stitching of mono-oriented flakes. Here we show that a more dominant factor should be considered: in particular, the interaction of 2D TMD grains with the exposed oxygen-aluminium atomic plane establishes an energy-minimized 2D TMD-sapphire configuration. Reconstructing the surfaces of c-plane sapphire substrates to only a single type of atomic plane (plane symmetry) already guarantees the single-crystal epitaxy of monolayer TMDs without the aid of step edges. Electrical results evidence the structural uniformity of the monolayers. Our findings elucidate a long-standing question that curbs the wafer-scale batch epitaxy of 2D TMD single crystals-an important step towards using 2D materials for future electronics. Experiments extended to perovskite materials also support the argument that the interaction with sapphire atomic surfaces is more dominant than step-edge docking.

2.
IEEE Trans Image Process ; 32: 2481-2492, 2023.
Article in English | MEDLINE | ID: mdl-37083510

ABSTRACT

Despite the recent success achieved by deep neural networks (DNNs), it remains challenging to disclose/explain the decision-making process from the numerous parameters and complex non-linear functions. To address the problem, explainable AI (XAI) aims to provide explanations corresponding to the learning and prediction processes for deep learning models. In this paper, we propose a novel representation learning framework of Describe, Spot and eXplain (DSX). Based on the architecture of Transformer, our proposed DSX framework is composed of two learning stages, descriptive prototype learning and discriminative prototype discovery. Given an input image, the former stage is designed to derive a set of descriptive representations, while the latter stage further identifies a discriminative subset, offering semantic interpretability for the corresponding classification tasks. While our DSX does not require any ground truth attribute supervision during training, the derived visual representations can be practically associated with physical attributes provided by domain experts. Extensive experiments on fine-grained classification and person re-identification tasks qualitatively and quantitatively verify the use our DSX model for offering semantically practical interpretability with satisfactory recognition performances.

4.
Nature ; 567(7748): 420-424, 2019 03.
Article in English | MEDLINE | ID: mdl-30867596

ABSTRACT

Living systems can generate an enormous range of cellular functions, from mechanical infrastructure and signalling networks to enzymatic catalysis and information storage, using a notably limited set of chemical functional groups. This observation is especially notable when compared to the breadth of functional groups used as the basis for similar functions in synthetically derived small molecules and materials. The relatively small cross-section between biological and synthetic reactivity space forms the foundation for the development of bioorthogonal chemistry, in which the absence of a pair of reactive functional groups within the cell allows for a selective in situ reaction1-4. However, biologically 'rare' functional groups, such as the fluoro5, chloro6,7, bromo7,8, phosphonate9, enediyne10,11, cyano12, diazo13, alkene14 and alkyne15-17 groups, continue to be discovered in natural products made by plants, fungi and microorganisms, which offers a potential route to genetically encode the endogenous biosynthesis of bioorthogonal reagents within living organisms. In particular, the terminal alkyne has found broad utility via the Cu(I)-catalysed azide-alkyne cycloaddition 'click' reaction18. Here we report the discovery and characterization of a unique pathway to produce a terminal alkyne-containing amino acid in the bacterium Streptomyces cattleya. We found that L-lysine undergoes an unexpected reaction sequence that includes halogenation, oxidative C-C bond cleavage and triple bond formation through a putative allene intermediate. This pathway offers the potential for de novo cellular production of halo-, alkene- and alkyne-labelled proteins and natural products from glucose for a variety of downstream applications.


Subject(s)
Alkynes/chemistry , Alkynes/metabolism , Amino Acids/biosynthesis , Amino Acids/chemistry , Biosynthetic Pathways , Streptomyces/metabolism , Alkadienes/chemistry , Alkadienes/metabolism , Alkenes/chemistry , Alkenes/metabolism , Bacterial Proteins/metabolism , Biosynthetic Pathways/genetics , Carbon/chemistry , Carbon/metabolism , Glucose/chemistry , Glucose/metabolism , Halogenation , Lysine/chemistry , Lysine/metabolism , Multigene Family/genetics , Serine/analogs & derivatives , Serine/biosynthesis , Serine/chemistry , Streptomyces/genetics
5.
Zhong Xi Yi Jie He Xue Bao ; 7(3): 218-22, 2009 Mar.
Article in Chinese | MEDLINE | ID: mdl-19284949

ABSTRACT

OBJECTIVE: To observe the changes of tongue and pulse parameters in lung cancer patients after combined treatment with integrated traditional Chinese and Western medicine, and to probe into the application of the tongue and pulse parameters in evaluation of integrated traditional Chinese and Western medicine therapy on lung cancer patients. METHODS: Electropulsograms and tongue pictures of 50 lung cancer patients were examined by TP-I digital electropulsography. The tongue and pulse parameters of the patients, including the indexes of moistness and dryness, thinness and thickness, fissure, swollenness and emaciation, greasiness and likeness of curd, and power spectral ratios (PSRs) 1, 2, 3, 4 and cepstrum spectral ratios (CSRs) 1, 2, 3, 4, were observed after 1-month and 2-month treatment with Yifei Kangliu Oral Liquid (a compound traditional Chinese herbal medicine) plus chemotherapy, respectively. The above parameters of the lung cancer patients were compared before and after the treatment. RESULTS: PSR1 increased, while PSR2 decreased significantly after 1-month and 2-month treatment as compared with before treatment (P < 0.05). PSR1 decreased, while PSR2 increased after 2-month treatment as compared with after 1-month treatment (P < 0.05). PSR4 after 1-month treatment was lower than before treatment (P < 0.05). The tongue parameters including the indexes of moistness and dryness, and greasiness and likeness of curd increased significantly after 1-month and 2-month treatment as compared with before treatment (P < 0.05). The index of thinness and thickness decreased, while the index of fissure increased significantly after 1-month treatment as compared with before treatment (P < 0.05). CONCLUSION: Tongue and pulse parameters can be regarded as one of reference indexes in evaluation of integrated traditional Chinese and Western medicine therapy on lung cancer patients.


Subject(s)
Lung Neoplasms/therapy , Medicine, Chinese Traditional/methods , Pulse , Tongue , Adult , Drugs, Chinese Herbal/therapeutic use , Female , Humans , Male , Middle Aged , Phytotherapy , Treatment Outcome
7.
Cell Mol Life Sci ; 65(17): 2740-51, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18642114

ABSTRACT

Lysophosphatidic acid (LPA) is a low-molecular-weight lipid growth factor, which binds to G-protein-coupled receptors. Previous studies have shown that LPA enhances vascular endothelial growth factor-A (VEGF-A) expression in cancer cells and promotes angiogenesis process. However, the roles of LPA in lymphatic vessel formation and lymphangiogenesis have not been investigated. Here, we demonstrated that LPA up-regulated VEGF-C mRNA and protein expressions in human umbilical vein endothelial cells (HUVECs). Furthermore, the expression levels of lymphatic markers, including Prox-1, LYVE-1 and podoplanin, were enhanced in LPA-stimulated tube forming endothelial cells in vitro and in vivo. Moreover, we showed that pretreatment with MAZ51, a VEGFR-3 kinase inhibitor, and introduction of VEGFR-3 siRNA suppressed LPA-induced HUVEC tube formation and lymphatic marker expressions. These results demonstrated that LPA enhances expression of lymphatic markers through activating VEGF-C receptors in endothelial cells. This study provides basic information that LPA might be a target for therapeutics against lymphangiogenesis and tumor metastasis.


Subject(s)
Endothelial Cells/drug effects , Endothelial Cells/metabolism , Lymphocytes/drug effects , Lymphocytes/metabolism , Lysophospholipids/pharmacology , Up-Regulation/drug effects , Vascular Endothelial Growth Factor C/metabolism , Biomarkers , Cell Proliferation/drug effects , Cells, Cultured , Endothelial Cells/cytology , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Indoles/pharmacology , Membrane Glycoproteins/genetics , Naphthalenes/pharmacology , RNA, Messenger/genetics , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism , Vascular Endothelial Growth Factor C/genetics , Vesicular Transport Proteins/genetics
8.
Br J Pharmacol ; 153(5): 915-25, 2008 Mar.
Article in English | MEDLINE | ID: mdl-17994112

ABSTRACT

BACKGROUND AND PURPOSE: Pulmonary veins are the most important focus for the generation of atrial fibrillation. Abnormal calcium homeostasis with ryanodine receptor dysfunction may underlie the arrhythmogenic activity in pulmonary veins. The preferential ryanodine receptor stabilizer (K201) possesses antiarrhythmic effects through calcium regulation. The purpose of this study was to investigate the effects of K201 on the arrhythmogenic activity and calcium regulation of pulmonary vein cardiomyocytes. EXPERIMENTAL APPROACH: The ionic currents and intracellular calcium were studied in isolated single cardiomyocytes from rabbit pulmonary vein before and after the administration of K201, by the whole-cell patch clamp and indo-1 fluorimetric ratio techniques. KEY RESULTS: K201 (0.1, 0.3, 1 microM) reduced the firing rates in pulmonary vein cardiomyocytes, decreased the amplitudes of the delayed afterdepolarizations and prolonged the action potential duration. K201 decreased the L-type calcium currents, Na(+)/Ca(2+) exchanger currents, transient inward currents and calcium transients. K201 (1 microM, but not 0.1 microM or 0.3 microM) also reduced the sarcoplasmic reticulum calcium content. Moreover, both the pretreatment and administration of K201 (0.3 microM) decreased the isoprenaline (10 nM)-induced arrhythmogenesis in pulmonary veins. CONCLUSIONS AND IMPLICATIONS: K201 reduced the arrhythmogenic activity of pulmonary vein cardiomyocytes and attenuated the arrhythmogenicity induced by isoprenaline. These findings may reveal the anti-arrhythmic potential of K201.


Subject(s)
Anti-Arrhythmia Agents/pharmacology , Arrhythmias, Cardiac/drug therapy , Calcium/metabolism , Myocytes, Cardiac/drug effects , Thiazepines/pharmacology , Action Potentials/drug effects , Animals , Anti-Arrhythmia Agents/administration & dosage , Arrhythmias, Cardiac/chemically induced , Calcium Channels, L-Type/drug effects , Calcium Channels, L-Type/metabolism , Dose-Response Relationship, Drug , Homeostasis/drug effects , In Vitro Techniques , Isoproterenol , Myocytes, Cardiac/metabolism , Pulmonary Veins/drug effects , Pulmonary Veins/metabolism , Rabbits , Sarcoplasmic Reticulum/drug effects , Sarcoplasmic Reticulum/metabolism , Sodium-Calcium Exchanger/drug effects , Sodium-Calcium Exchanger/metabolism , Thiazepines/administration & dosage
9.
Heart ; 93(1): 82-8, 2007 Jan.
Article in English | MEDLINE | ID: mdl-16905626

ABSTRACT

BACKGROUND: Atrial fibrillation is commonly associated with dilated pulmonary veins. Stretch has been shown to have mechano-electrical effects. OBJECTIVE: To investigate whether stretch can increase the arrhythmogenic activity of the pulmonary veins. METHODS: The transmembrane action potentials were recorded from rabbit pulmonary veins before and after stretch (100 and 300 mg). Gadolinium and streptomycin (stretch-activated ion channel blockers) were each perfused into the pulmonary veins under a 300-mg stretch. RESULTS: Stretch (0, 100 and 300 mg) force dependently increased the incidence of spontaneous activity (22%, 48% and 83%; p<0.05), mean (standard deviation (SD)) firing rates of spontaneous activity (1.7 (0.2), 2.1 (0.3) and 3 (0.2) Hz; p<0.05) and incidence of early post-depolarisations (9%, 26% and 61%; p<0.05) and delayed post-depolarisations (0%, 4% and 30%; p<0.05) in 23 pulmonary veins. In the seven preparations with spontaneous activity after the 300-mg stretch, gadolinium (1, 3 and 10 mumol/l) decreased the incidence of spontaneous activity by 43%, 29% and 14%, respectively (p<0.05), and decreased the firing rate from 2.9 (0.1) Hz to 0.8 (0.4), 0.3 (0.1) and 0.1 (0.1) Hz, respectively (p<0.05). Streptomycin (10 and 40 mumol/l) decreased the incidence of spontaneous activity by 71% and 29%, respectively (p<0.05), and decreased the firing rate from 2.9 (0.1) Hz to 1.6 (0.4) and 0.5 (0.3) Hz, respectively (p<0.05). CONCLUSION: Stretch is an important factor in the electrical activity of the pulmonary vein. Stretch-induced arrhythmogenic activity of the pulmonary vein may contribute to the genesis of atrial fibrillation.


Subject(s)
Atrial Fibrillation/physiopathology , Feedback , Pulmonary Veins/physiopathology , Action Potentials/drug effects , Animals , Dose-Response Relationship, Drug , Gadolinium/pharmacology , Protein Synthesis Inhibitors/pharmacology , Pulmonary Veins/drug effects , Rabbits , Streptomycin/pharmacology , Stress, Mechanical
10.
J Biomed Sci ; 1(2): 139-146, 1994 Mar.
Article in English | MEDLINE | ID: mdl-11725017

ABSTRACT

The aim of this study was to characterize the electropharmacological effects of prostacyclin (PGI(2)) in human atrial fibers and cardiomyocytes. Atrial tissues obtained from the hearts of 28 patients undergoing corrective cardiac surgery were used. Transmembrane action potentials were recorded using a conventional microelectrode technique, and twitch force by a transducer. Effects of PGI(2) (1 nM-10 &mgr;M) on action potential characteristics and contraction of atrial fibers were evaluated in normal [K](o) (4 mM) and high [K](o) (27 mM) in the absence and presence of cardiotonic agents. In addition, atrial and ventricular myocytes were isolated enzymatically from atrial tissues and hearts of 4 patients undergoing cardiac transplant. The effects of PGI(2) on Na- and Ca-dependent inward currents (I(Na) and I(Ca)) of cardiomyocytes were tested. In 9 human atrial fibers showing fast-response action potentials (mean dV/dt(max) = 101 +/- 15 Vs(-1)) in 4 mM [K](o), PGI(2) did not influence dV/dt(max) of phase 0 depolarization even at 1 &mgr;M. However, at a concentration as low as 10 nM, PGI(2) depressed spontaneous rhythms or slow-response action potentials in high-K-depolarized fibers. PGI(2) also depressed delayed afterdepolarizations and aftercontractions induced by cardiotonic agents. In isolated cardiomyocytes, PGI(2) reduced I(Ca) but not I(Na). The present findings show that, in human atrial fibers and cardiomyocytes, PGI(2) induces greater depressant effects on the slow-response action potential, I(Ca) and triggered activity than on the fast-response action potential. It is suggested that PGI(2) may act through a selective reduction of transmembrane Ca influx. Copyright 1994 S. Karger AG, Basel

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