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Recently support vector machines (SVM) using spatial pyramid matching (SPM) kernel have been highly successful in image classification applications. And linear spatial pyramid matching using sparse coding (ScSPM) scheme has been proposed to enhance the performance of SPM both in time and classification accuracy. In order to reduce the time complexity of dictionary construction process, sparse coding with affinity propagation method has been proposed in this paper. Because the dictionary used for sparse coding plays a key role in these methods, we also adopt supervised dictionary learning method to construct dictionary. The coding coefficients of each class have greater separability for SVM classification. Substantial experiments on Scene15 and CalTech101 image datasets have been conducted to investigate the performance of proposed approach in multi-class image classification; the results show that the approach can reach higher accuracy compared with ScSPM.

A high performance liquid chromatography method with ultraviolet and fluorimetric detection has been developed for the simultaneous determination of urinary creatinine (Cr), tryptophan (Trp) and three Trp-related metabolites including kynurenine (Kyn), kynurenic acid (Kyna) and 5-hydroxyindole-3-acetic acid (5-HIAA). Samples were pretreated by centrifugation after a freeze-thaw cycle to remove protein and other precipitates. Separation was achieved by an Agilent HC-C18 (2) analytical column and a gradient elution program with a constant flow rate 1mL/min at an ambient temperature. Total run time was 30 min. Cr, Kyn and Kyna were measured by a variable wavelength detector at wavelengths 258 nm, 365 nm and 344 nm respectively. Trp and 5-HIAA were measured by a fluorescence detector with an excitation wavelength of 295 nm and an emission wavelength of 340 nm. This allowed the determination of Kyn/Cr, Kyna/Cr, Trp/Cr and 5-HIAA/Cr concentration ratios in a single run on the same urine sample. Good linear responses were found with correlation coefficient (r)>0.999 for all analytes within the concentration range of physiological level. The limit of detection of the developed method was: Cr, 0.0002 g/L; Kyn, 0.1 μmol/L; Kyna, 0.04 μmol/L; Trp, 0.02 μmol/L and 5-HIAA, 0.01 μmol/L. Recoveries from spiked human urine were: Cr, 93.0-106.4%; Kyn, 97.9-106.9%; Kyna, 98.5-105.6%; Trp, 96.7-105.2% and 5-HIAA, 96.1-99.7%. CVs of repeatability and intermediate precision of all analytes were less than 5%. This method has been applied to the analysis of urine samples from normal subjects.

Strigolactones (SLs) are a class of phytohormones that regulate plant architecture. Carotenoid cleavage dioxygenase (CCD) genes are involved in the biosynthesis of SLs and are identified and characterized in many plants. However, the function of CCD genes in tobacco remains poorly understood. In this study, two closely related genes NtCCD8A and NtCCD8B were cloned from tobacco (Nicotiana tabacum L.). The two NtCCD8 genes are orthologues of the tomato (Solanum lycopersicum) carotenoid cleavage dioxygenase 8 (SlCCD8) gene. NtCCD8A and NtCCD8B were primarily expressed in tobacco roots, but low expression levels of these genes were detected in all plant tissues, and their transcript levels significantly increased in response to phosphate limitation. NtCCD8A and NtCCD8B mutations were introduced into tobacco using the CRISPR/Cas9 system and transgenic tobacco lines for both ntccd8 mutant alleles were identified. The ntccd8a and ntccd8b mutant alleles were inactivated by a deletion of three nucleotides and insertion of one nucleotide, respectively, both of which led to the production of premature stop codons. The ntccd8 mutants had increased shoot branching, reduced plant height, increased number of leaves and nodes, and reduced total plant biomass compared to wild-type plants; however, the root-to-shoot ratio was unchanged. In addition, mutant lines had shorter primary roots and more of lateral roots than wild type. These results suggest that NtCCD8 genes are important for changes in tobacco plant architecture.

As a representative fluoroquinolone antibacterial, ciprofloxacin is frequently used to treat infections caused by bacteria such as E. coli. It is much meaningful to explore ciprofloxacin susceptibility and investigate a possible mechanism of drug susceptibility changes in E. coli ATCC25922 exposed to the environmental stress of simulated microgravity. The subculture of E. coli lasted for 7 days under simulated microgravity conditions (SMG) and normal microgravity (NG) conditions. On the 8th day, the cultures were divided into three groups: (1) NG group (continuous NG cultures); (2) SMG group (continuous SMG cultures); (3) SMCNG group (simulated microgravity change into normal gravity cultures). Ciprofloxacin (a final concentration of 0.125 μg/ml) sensitivity and expression of acrAB-tolC genes were detected in E. coli cells. The count and percentage of viable cells in the SMG cultures bacteria exposed to ciprofloxacin were higher than that in NG cultures and reduced to the levels of NG group when they were subcultivated from SMG to NG. The expressions of efflux pump genes (acrA, acrB and tolC) were upregulated in SMG culture and downregulated to the levels of NG group when they were subcultivated from SMG to NG. Susceptibility to ciprofloxacin and expression of acrAB-tolC genes in E. coli could be reversibly affected by SMG conditions. Over expression of efflux pump genes acrAB-tolC perhaps played an important role in decreased CIP susceptibility under SMG.

Rocket kerosene (RK) is a new rocket propellant. Toxicity occurs if a high level of RK is inhaled. To study the toxicity of RK in lung and the mechanisms of RK-induced lung jury, a total of 72 male ICR mice (1.5 months, adult) were randomly assigned to the RK exposure group (RKEG) and normal control group (NCG). Mice were whole-body exposed to room air or aerosol of 18000 mg/m3 RK for 4 hours. Histopathological analysis was performed to evaluate the pulmonary lesions. Oxidative stress was assessed by assay of MDA, SOD, GSH-PX and TAOC. Inflammatory response was estimated by detecting inflammatory cell counts, TNF-α and IL-6 protein levels in serum. The results showed that after 2 to 6 hours of RK exposure, pulmonary vascular dilatation, congestion and edematous widening of the alveolar septum were noted. After 12 to 24 hours post-exposure, diffuse hemorrhage in alveolar space were found, along with the progressive pulmonary vascular dilatation and edematous widening of alveolar septum. During 3 to 7 days of RK-exposure, inflammatory cells were scattered in the lung tissue. The pathological alterations of the lung were alleviated after 14 days post-exposure, and showed significant improvement after 21 days post-exposure. After 30 days of RK exposure, the pathological changes in the lung tissue were nearly recovered except the local thickening of the alveolar wall. Compared with NCG, RK inhalation produced a significant increase of MDA levels and a significant decrease of SOD, GSH-Px and TAOC activity in the lung after 2 hours post-exposure (P < 0.05). There were significant increases of TNF-α and IL-6 protein levels in serum of mice in RKEG after 2, 6 and 12 hours and 1, 4 and 7 days post-exposure compared with NCG (P < 0.05). TNF-α protein levels had a sharp increase after 4 days of exposure. IL-6 protein level was increased at early phase of experiment and then gradually decreased along with the prolonged course of exposure. Considering that the RK-induced lung injury was through the oxidative stress, inhibition of oxidative stress after RK exposure may be urgently needed.

An electro-optic frequency comb enables frequency-agile comb-based spectroscopy without using sophisticated phase-locking electronics. Nevertheless, dense electro-optic frequency combs over broad spans have yet to be developed. In this Letter, we propose a straightforward and efficient method for electro-optic frequency comb generation with a small line spacing and a large span. This method is based on two-stage modulation: generating an 18 GHz line-spacing comb at the first stage and a 250 MHz line-spacing comb at the second stage. After generating an electro-optic frequency comb covering 1500 lines, we set up an easily established mutually coherent hybrid dual-comb interferometer, which combines the generated electro-optic frequency comb and a free-running mode-locked laser. As a proof of concept, this hybrid dual-comb interferometer is used to measure the absorption and dispersion profiles of the molecular transition of H13CN with a spectral resolution of 250 MHz.

To detect the expressions of Toll-like receptor 2 (TLR2), TLR7, TLR9 and dendritic cell-specific intercellular adhesion molecule-3-grabbing nonintegrin (DC-SIGN) mRNA and protein in peripheral blood mononuclear cells (PBMCs) from patients with chronic urticaria (CU).PBMCs were isolated from 20 patients with CU and 20 normal controls. The expressions of TLR2, TLR7, TLR9 and DC-SIGN mRNA were detected by real-time fluorescent quantitative PCR and the expressions of their proteins were detected by flow cytometry.The expression of DC-SIGN mRNA in PBMCs from patients with CU was significantly lower than that from normal controls (P0.01). The expression of TLR2 protein was significantly higher (P0.05), but the expression of DC-SIGN protein was significantly lower (P0.05) in CU patients than those in normal controls.The expression of DC-SIGN decreases and that of TLR2 protein increases in patients with CU.

During the spaceflight, a wide variety of microorganisms may be carried to the outer space by astronauts and aviation component. The yeast Candida albicans is an important opportunistic pathogen responsible for a variety of cutaneous and systemic human infections in human body, and the yeast cell itself could be affected by various stressful environmental factors including the weightless environment. We evaluated the effects of simulated microgravity on biological features of Candida albicans using the rotary cell culture system (RCCS). The growth curves of Candida albicans cultured in RCCS were recorded by spectrophotometer, the morphogenic switches were observed by optical microscope, and the viability of cells exposed to the various concentrations of fluconazole solution was assayed by flow cytometry at 7th, 14th and 21st day of experiment. The results showed that Candida albicans SC5314 under modeled microgravity were manifested as the growth curves leftward-shifted, lag phase shortened, along with logarithmic phase and stationary phase forwarded (P < 0.05). The simulated microgravity increased the growth rate and mycelia formation of Candida albicans. A statistically significant decrease in viability was detected in cells cultured for 7 d, 14 d and 21 d in group of simulated microgravity compared with the control group (P < 0.05). The increase of exposure time to simulate microgravity resulted in the decrease of viability of cells accordingly in same drug concentration compared with the control group. The study demonstrated that the three weeks’ simulated microgravity in RCCS had a noticeable affect on the growth status of mycelia and spores and the morphogenic switches of Candida albicans, meanwhile, the yeast cells under simulated microgravity showed an increased antifungal susceptibility to fluconazole.

Objective Collagen peptides (CP) compounds, as bone health supplements, are known to play a role in the treatment of osteoporosis. However, the molecular mechanisms of this process remain unclear. This study aimed to investigate the effects of bovine CP compounds on the proliferation and differentiation of MC3T3-E1 cells. Methods Mouse pre-osteoblast cell line MC3T3-E1 subclone 4 cells were treated with bovine CP compounds. Cell proliferation was analyzed by MTT assays and the cell cycle was evaluated by flow cytometry scanning. Furthermore, MC3T3-E1 cell differentiation was analyzed at the RNA level by real-time PCR and at the protein level by western blot analysis for runt-related transcription factor 2 (Runx2), a colorimetric p-nitrophenyl phosphate assay for alkaline phosphatase (ALP), and ELISA for osteocalcin (OC). Finally, alizarin red staining for mineralization was measured using Image Software Pro Plus 6.0. Results Cell proliferation was very efficient after treatment with different concentrations of bovine CP compounds, and the best concentration was 3 mg/mL. Bovine CP compounds significantly increased the percentage of MC3T3-E1 cells in G2/S phase. Runx2 expression, ALP activity, and OC production were significantly increased after treatment with bovine CP compounds for 7 or 14 days. Quantitative analyses with alizarin red staining showed significantly increased mineralization of MC3T3-E1 cells after treatment with bovine CP compounds for 14 or 21 days. Conclusions Bovine CP compounds increased osteoblast proliferation, and played positive roles in osteoblast differentiation and mineralized bone matrix formation. Taking all the experiments together, our study indicates a molecular mechanism for the potential treatment of osteoarthritis and osteoporosis.

To investigate the effects of simulated weightlessness on antitumor immunity of T lymphocytes in mice.The malignant melanoma was xenografted by subcutaneous injection of B16 cells into the right hind limb of every mouse. The mice suspended by tail at a -15 degree to 20 degree head-down tilt were used as simulated weightlessness models. The effects of simulated weightlessness on tumor volume and survival time were observed. T the numbers of leucocytes, lymphocytes and T lymphocyte subsets in peripheral blood of tumor-bearing mice under simulated weightlessness were monitored by an automatic hemacytometer and a flow cytometer. The effects of simulated weightlessness on the production of IL-2, TNF-α and IFN-γ in T lymphocytes and the cytotoxicities of tumor-specific CTLs to tumor cells were analyzed by ELISA and LDH release.Compared with control group, the tumors grew faster, the survival times were shorter, the number of lymphocytes, the ratio of lymphocytes, CD3(+);, CD4(+);/CD3(+); and CD8(+);/CD3(+); T lymphocytes in peripheral blood dropped, and the proliferation of splenic T lymphocytes induced by mitogen was reduced (P0.05 or P0.01) in the simulated weightlessness group. The production of IL-2, TNF-α and IFN-γ induced by tumor cells and cytotoxicities of tumor-specific CTLs to tumor cells were inhibited in mice under simulated weightlessness (P0.05 or P0.01).Simulated weightlessness inhibits antitumor immunity of T lymphocytes.

This paper addresses the challenge of incorporating event memory into the automatic synthesis of hybrid controllers for high-level reactive robot behavior. The goal is to provide a natural, concise grammar for specifying high-level tasks that require remembering past events, and to ensure that the required memory is correctly updated during controller execution. To this end, a structured English grammar for specifying high level behavior is provided that automatically performs memory operations, without requiring explicit definition from the specification designer. This grammar admits intuitive, unambiguous specifications for tasks that implicitly use memory for purposes including non-repeated goals, strictly ordered action sequences, etc. The proposed framework also guarantees the correctness of memory operations during continuous execution. The approach is implemented within the LTLMoP toolkit for reactive mission planning.

This paper presents an approach for automatically synthesizing and re-synthesizing a hybrid controller that guarantees a robot will exhibit a user-defined high-level behavior while exploring a partially known workspace (map). The approach includes dynamically adjusting the discrete abstraction of the workspace as new regions are detected by the robot’s sensors, automatically rewriting the specification (formally defined using Linear Temporal Logic) and re-synthesizing the control while preserving the robot state and its history of task completion. The approach is implemented within the LTLMoP toolkit and is demonstrated using a Pioneer 3-DX in the lab.

In a content-based image retrieval (CBIR) system, rational and effective organization of the image database plays an important role in improving the performance of the system. In this paper, we propose a new method to classify the images database of CBIR system. Using SVM we attempt to construct a mapping between the low-level features and the semantically level in order to determine which category an image belongs to. The selection of training set is different from human determined and we consider use affinity propagation (AP) clustering method to generate them. Different numbers of clustering can complete classification which satisfied different retrieval need of user, such as exact match or rough match. In the experiment, we choose flower, forest and sky as experimental images. The accuracy of exact classification and rough classification is satisfactory.

In this paper, we propose a subspace projection approach for sparse representation classification (SRC), which is based on Principal Component Analysis (PCA) and Maximal Linearly Independent Set (MLIS). In the projected subspace, each new vector of this space can be represented by a linear combination of MLIS. Substantial experiments on Scene15 and CalTech101 image datasets have been conducted to investigate the performance of proposed approach in multi-class image classification. The statistical results show that using proposed subspace projection approach in SRC can reach higher efficiency and accuracy.

This paper presents a novel optimization method of training samples with Affinity Propagation (AP) clustering algorithm for multi-class Support Vector Machine (SVM) classification problem. The method of optimizing training samples is based on region clustering with affinity propagation algorithm. Then the multi-class support vector machines are trained for natural image classification with AP optimized samples. The feature space constructed in this paper is a composition of combined histogram with color, texture and edge descriptor of images. Experimental results show that better classification accuracy can be obtained by using the proposed method.