In order to detect the deformation in real-time of the GPS time series and improve its reliability, the multiple Kalman filters model with shaping filter was proposed. Two problems were solved: firstly, because the GP...In order to detect the deformation in real-time of the GPS time series and improve its reliability, the multiple Kalman filters model with shaping filter was proposed. Two problems were solved: firstly, because the GPS real-time deformation series with a high sampling rate contain coloured noise, the multiple Kalman filter model requires the white noise, and the multiple Kalman filters model is augmented by a shaping filter in order to reduce the colored noise; secondly, the multiple Kalman filters model with shaping filter can detect the deformation epoch in real-time and improve the quality of GPS measurements for the real-time deformation applications. Based on the comparisons of the applications in different GPS time series with different models, the advantages of the proposed model were illustrated. The proposed model can reduce the colored noise, detect the smaller changes, and improve the precision of the detected deformation epoch.展开更多
Objective: The aim of this study was to explore the correlation between epithelial to mesenchymal transition (EMT) and chemoresistance of non-small-cell lung cancer (NSCLC). Methods: In vitro, the drug resistanc...Objective: The aim of this study was to explore the correlation between epithelial to mesenchymal transition (EMT) and chemoresistance of non-small-cell lung cancer (NSCLC). Methods: In vitro, the drug resistance index of cisplatin resistant lung adenocarcinoma cell line (A549/DDP) was detected by CCK-8 assay; the morphological change between A549/ DDP cells and lung adenocarcinoma cells (A549) was observed by phase contrast microscope; expression of EMT markers (including E-cadherin and vimentin) and resistance protein, excision repair cross-complementing 1 (ERCC1) was detected by immunocytochemistry. The expression of E-cadherin, vimentin and ERCC1 was investigated by immunohistochemistry in 120 cases of NSCLC, half of that were treated with pre-operative neoadjuvant chemotherapy (neoadjuvant chemotherapy group), and the other underwent surgery alone (simple surgery group). Results: There was a significant difference between the ICso (half maximal inhibitory concentration) of A549/DDP cells (5.20) and A549 cells (1.88) (P 〈 0.05), and the drug resistance index of A549/DDP cells was 2.77. Compared with A549 cells, A549/DDP cells increased expression of ERCC1 (P 〈 0.05). Moreover, A549/DDP cells showed morphological and phenotypic changes consistent with EMT: with spindle-shaped morphology, and decreased expression of E-cadherin and increased expression of vimentin. Immunohistochemistry showed significant positive correlation between the expression of ERCCI and vimentin (r = 0.496, 0.332, P 〈 0.05), and significant negative correlation between the ERCCI and E-cadherin (r = -0.403, -0.295, P 〈 0.05) in neoadjuvant chemotherapy group and simple surgery group. In addition, compared with simple surgery group, the expression of ERCC1 (P = 0.003) and vimentin (P = 0.004) was significantly increased, and the expression of E-cadherin was decreased in neoadjuvant chemotherapy group (P = 0.032). Cenclusion: A549/DDP cells acquired cisplatin-resistance and occurred EMT simultaneously; the phenomenon of chemoresistance and EMT was caused more easily in neoadjuvant chemotherapy group. As such, we further confirmed the close correlation between chemoresistance and EMT of NSCLC, and provided theoretical basis for the targeting therapy with EMT regulatory factor for chemoresistant NSCLC patients.展开更多
基金Project(20120022120011)supported by the Specialized Research Fund for the Doctoral Program of Higher Education of ChinaProject(2652012062)supported by the Fundamental Research Funds for the Central Universities,China
文摘In order to detect the deformation in real-time of the GPS time series and improve its reliability, the multiple Kalman filters model with shaping filter was proposed. Two problems were solved: firstly, because the GPS real-time deformation series with a high sampling rate contain coloured noise, the multiple Kalman filter model requires the white noise, and the multiple Kalman filters model is augmented by a shaping filter in order to reduce the colored noise; secondly, the multiple Kalman filters model with shaping filter can detect the deformation epoch in real-time and improve the quality of GPS measurements for the real-time deformation applications. Based on the comparisons of the applications in different GPS time series with different models, the advantages of the proposed model were illustrated. The proposed model can reduce the colored noise, detect the smaller changes, and improve the precision of the detected deformation epoch.
文摘Objective: The aim of this study was to explore the correlation between epithelial to mesenchymal transition (EMT) and chemoresistance of non-small-cell lung cancer (NSCLC). Methods: In vitro, the drug resistance index of cisplatin resistant lung adenocarcinoma cell line (A549/DDP) was detected by CCK-8 assay; the morphological change between A549/ DDP cells and lung adenocarcinoma cells (A549) was observed by phase contrast microscope; expression of EMT markers (including E-cadherin and vimentin) and resistance protein, excision repair cross-complementing 1 (ERCC1) was detected by immunocytochemistry. The expression of E-cadherin, vimentin and ERCC1 was investigated by immunohistochemistry in 120 cases of NSCLC, half of that were treated with pre-operative neoadjuvant chemotherapy (neoadjuvant chemotherapy group), and the other underwent surgery alone (simple surgery group). Results: There was a significant difference between the ICso (half maximal inhibitory concentration) of A549/DDP cells (5.20) and A549 cells (1.88) (P 〈 0.05), and the drug resistance index of A549/DDP cells was 2.77. Compared with A549 cells, A549/DDP cells increased expression of ERCC1 (P 〈 0.05). Moreover, A549/DDP cells showed morphological and phenotypic changes consistent with EMT: with spindle-shaped morphology, and decreased expression of E-cadherin and increased expression of vimentin. Immunohistochemistry showed significant positive correlation between the expression of ERCCI and vimentin (r = 0.496, 0.332, P 〈 0.05), and significant negative correlation between the ERCCI and E-cadherin (r = -0.403, -0.295, P 〈 0.05) in neoadjuvant chemotherapy group and simple surgery group. In addition, compared with simple surgery group, the expression of ERCC1 (P = 0.003) and vimentin (P = 0.004) was significantly increased, and the expression of E-cadherin was decreased in neoadjuvant chemotherapy group (P = 0.032). Cenclusion: A549/DDP cells acquired cisplatin-resistance and occurred EMT simultaneously; the phenomenon of chemoresistance and EMT was caused more easily in neoadjuvant chemotherapy group. As such, we further confirmed the close correlation between chemoresistance and EMT of NSCLC, and provided theoretical basis for the targeting therapy with EMT regulatory factor for chemoresistant NSCLC patients.