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An Improved Binary Quantum-based Avian Navigation Optimizer Algorithm to Select Effective Feature Subset from Medical Data:A COVID-19 Case Study
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作者 Ali Fatahi Mohammad H.Nadimi-Shahraki Hoda Zamani 《Journal of Bionic Engineering》 SCIE EI CSCD 2024年第1期426-446,共21页
Feature Subset Selection(FSS)is an NP-hard problem to remove redundant and irrelevant features particularly from medical data,and it can be effectively addressed by metaheuristic algorithms.However,existing binary ver... Feature Subset Selection(FSS)is an NP-hard problem to remove redundant and irrelevant features particularly from medical data,and it can be effectively addressed by metaheuristic algorithms.However,existing binary versions of metaheuristic algorithms have issues with convergence and lack an effective binarization method,resulting in suboptimal solutions that hinder diagnosis and prediction accuracy.This paper aims to propose an Improved Binary Quantum-based Avian Navigation Optimizer Algorithm(IBQANA)for FSS in medical data preprocessing to address the suboptimal solutions arising from binary versions of metaheuristic algorithms.The proposed IBQANA’s contributions include the Hybrid Binary Operator(HBO)and the Distance-based Binary Search Strategy(DBSS).HBO is designed to convert continuous values into binary solutions,even for values outside the[0,1]range,ensuring accurate binary mapping.On the other hand,DBSS is a two-phase search strategy that enhances the performance of inferior search agents and accelerates convergence.By combining exploration and exploitation phases based on an adaptive probability function,DBSS effectively avoids local optima.The effectiveness of applying HBO is compared with five transfer function families and thresholding on 12 medical datasets,with feature numbers ranging from 8 to 10,509.IBQANA's effectiveness is evaluated regarding the accuracy,fitness,and selected features and compared with seven binary metaheuristic algorithms.Furthermore,IBQANA is utilized to detect COVID-19.The results reveal that the proposed IBQANA outperforms all comparative algorithms on COVID-19 and 11 other medical datasets.The proposed method presents a promising solution to the FSS problem in medical data preprocessing. 展开更多
关键词 Feature subset selection Optimization Binary metaheuristic algorithms BIOINSPIRED Machine learning Medical datasets
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Machine learning-enhanced Monte Carlo and subset simulations for advanced risk assessment in transportation infrastructure
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作者 Furquan AHMAD Pijush SAMUI S.S.MISHRA 《Journal of Mountain Science》 SCIE CSCD 2024年第2期690-717,共28页
The maintenance of safety and dependability in rail and road embankments is of utmost importance in order to facilitate the smooth operation of transportation networks.This study introduces a comprehensive methodology... The maintenance of safety and dependability in rail and road embankments is of utmost importance in order to facilitate the smooth operation of transportation networks.This study introduces a comprehensive methodology for soil slope stability evaluation,employing Monte Carlo Simulation(MCS)and Subset Simulation(SS)with the"UPSS 3.0 Add-in"in MS-Excel.Focused on an 11.693-meter embankment with a soil slope(inclination ratio of 2H:1V),the investigation considers earthquake coefficients(kh)and pore water pressure ratios(ru)following Indian zoning requirements.The chance of slope failure showed a considerable increase as the Coefficient of Variation(COV),seismic coefficients(kh),and pore water pressure ratios(ru)experienced an escalation.The SS approach showed exceptional efficacy in calculating odds of failure that are notably low.Within computational modeling,the study optimized the worst-case scenario using ANFIS-GA,ANFIS-GWO,ANFIS-PSO,and ANFIS-BBO models.The ANFIS-PSO model exhibits exceptional accuracy(training R2=0.9011,RMSE=0.0549;testing R2=0.8968,RMSE=0.0615),emerging as the most promising.This study highlights the significance of conducting thorough risk assessments and offers practical insights into evaluating and improving the stability of soil slopes in transportation infrastructure.These findings contribute to the enhancement of safety and reliability in real-world situations. 展开更多
关键词 Monte Carlo Simulation subset Simulation Machine Learning Seismic coefficient
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SFSDA:Secure and Flexible Subset Data Aggregation with Fault Tolerance for Smart Grid
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作者 Dong Chen Tanping Zhou +3 位作者 Xu An Wang Zichao Song Yujie Ding Xiaoyuan Yang 《Intelligent Automation & Soft Computing》 SCIE 2023年第8期2477-2497,共21页
Smart grid(SG)brings convenience to users while facing great chal-lenges in protecting personal private data.Data aggregation plays a key role in protecting personal privacy by aggregating all personal data into a sin... Smart grid(SG)brings convenience to users while facing great chal-lenges in protecting personal private data.Data aggregation plays a key role in protecting personal privacy by aggregating all personal data into a single value,preventing the leakage of personal data while ensuring its availability.Recently,a flexible subset data aggregation(FSDA)scheme based on the Pail-lier homomorphic encryption was first proposed by Zhang et al.Their scheme can dynamically adjust the size of each subset and obtain the aggregated data in the corresponding subset.In this paper,firstly,an efficient attack with both theorems proving and experimentative verification is launched.We find that in a specific scenario where the encrypted data constructed by a smart meter(SM)exceeds the size of one Paillier ciphertext,the malicious fog node(FN)may use the received ciphertext to obtain the reading of the SM.Secondly,to avoid the possibility of privacy disclosure under certain circumstances,additional hash functions are added to the individual encryption process.In addition,fault tolerance is very important to aggregation schemes in practical scenarios.In most of the current schemes,once some SMs failed,then they will not work.As far as we know,there is no multi-subset aggregation scheme both supports flexible subset data aggregation and fault tolerance.Finally,we construct the first secure flexible subset data aggregation(SFSDA)scheme with fault tolerance by combining the fault tolerance method with the flexible multi-subset aggregation,where FN enables the control server(CS)to finally decrypt the aggregated ciphertext by recovering equivalent ciphertexts when some SMs fail to submit their ciphertexts.Experiments show that our SFSDA scheme keeps the efficiency in implementing a flexible multi-subset aggregation function,and only has a small delay in implementing fault-tolerant data aggregation. 展开更多
关键词 Flexible subset aggregation fault tolerance privacy preservation smart grid
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Association of T lymphocyte subset counts with the clinical features of colorectal cancer
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作者 Lei Zhang Yong-Can Shi +3 位作者 Ying-Xin Yang Zhi-Guo Wang Song-Song Wang Hua Zhang 《Journal of Nutritional Oncology》 2023年第4期168-175,共8页
Background:Colorectal cancer(CRC)is a common gastrointestinal malignancy.The T lymphocyte subsets are important in the develop-ment,invasion and metastasis of tumors,including CRC.Nevertheless,limited research has exp... Background:Colorectal cancer(CRC)is a common gastrointestinal malignancy.The T lymphocyte subsets are important in the develop-ment,invasion and metastasis of tumors,including CRC.Nevertheless,limited research has explored the relationship between T cell subpopu-lations and the clinical characteristics of CRC.This study compared the T lymphocyte subsets in patients with CRC and healthy individuals,and assessed the relationship between these values and clinical characteristics.Methods:Peripheral blood was collected from 100 patients with CRC and 54 healthy individuals.The numbers of CD3^(+)T,CD4^(+)T,and CD8^(+)T lymphocytes,NK cells,and the CD4^(+)T/CD8^(+)T ratio in peripheral blood were measured using flow cytometry,and were compared between CRC patients and healthy individuals.Spearman's correlation analysis was performed to investigate the relationship between the T lymphocyte subsets in patients diagnosed with CRC and the levels of carcinoembryonic antigen(CEA)and thymidine kinase 1(TK1).Receiver operating characteristic(ROC)curves were utilized to evaluate the potential utility of the T lymphocyte counts in predicting lymph node metastasis,vas-cular infiltration,and high Ki-67 expression.Results:The CRC patients had lower counts of CD3^(+)T,CD4^(+)T,and CD8^(+)T lymphocytes compared to the healthy population(P<0.05).However,no significant differences were observed in the CD4^(+)/CD8^(+)ratio or NK cells(P>0.05).Notably,the CD3^(+)T,CD4^(+)T,and CD8^(+)T lym-phocyte counts were higher in patients with stageⅠ-Ⅱdisease,no lymph node metastasis,no vascular invasion,and low Ki-67 expression than in those with stageⅢ,lymph node metastasis,vascular invasion,and high Ki-67 expression(P<0.05).There was a negative association be-tween the CD3^(+)T,CD4^(+)T,and CD8^(+)T lymphocyte counts and CEA and TK1 levels in patients with CRC.The ROC curves demonstrated that CD3^(+)T,CD4^(+)T,and CD8^(+)T lymphocyte counts had significant predictive value for lymph node metastasis,vascular infiltration,and high Ki-67 expression.Conclusions:The peripheral blood CD3^(+)T,CD4^(+)T,and CD8^(+)T lymphocyte counts are related to the clinical traits of patients with CRC and can predict the prognosis of the disease. 展开更多
关键词 T lymphocyte subset flow cytometry IMMUNITY colorectal cancer
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Distribution of natural killer cells and T-lymphocyte subsets in peripheral blood,gallbladder cancer and surrounding tissue 被引量:12
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作者 Liu, Gang Ren, Hong +1 位作者 Sun, Xue-Jun Shi, Jing-Sen 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS 2007年第1期81-86,共6页
关键词 GALLBLADDER cancer T-LYMPHOCYTE subset natural KILLER cell
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The Effectof BCG-PSN on T-cell Subsets and Cytokines in Vernal Conjunctiviti 被引量:6
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作者 HU Jun +3 位作者 (胡军) CHEN Huan (陈欢) 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2002年第1期77-79,共3页
The effects of BCG PSN on T cell subsets and cytokines in vernal conjunctivitis were observed. The level of total IgE was quantitatively determined before and after treatment with BCG PSN by allergen diagnostic instru... The effects of BCG PSN on T cell subsets and cytokines in vernal conjunctivitis were observed. The level of total IgE was quantitatively determined before and after treatment with BCG PSN by allergen diagnostic instrument in vitro . The content of T cell subsets of peripheral blood and cytokine were determined by using indirect immune fluorescence method, and IL 4 and INF γ were quantified by ELISA. The results showed that the level of total IgE was substantially reduced ( P <0.01) after treatment in the BCG PSN group. Meanwhile, CD + 8 was decreased, CD + 4 and CD + 4/CD + 8 ratio elevated with significant differences ( P <0.05) as compared with pre treatment results. The changes in total IgE, CD + 8 ,CD + 4 and CD + 4/CD + 8 ratio after treatment also presented significant differences ( P <0.05) between BCG PSN group and routine treatment group. The level of IL 4 in serum declined ( P <0.05) after treatment in the BCG PSN group, and INF γ went up ( P <0 05). IL 4 and INF γ in serum showed significant differences ( P <0.05) between two groups after treatment. It is concluded that BCG PSN has a bi directional immunoregulating effect. It can bring CD + 4 and CD + 8 into homeostasis, thereby preventing the occurrence of anaphylaxis. At the same time, BCG PSN can restrain Th 2, decrease the synthesis of IL 4, switch the balance of Th l/Th 2 to Th 1 side, boost up the predominance of Th 1 relatively, which is propitious to perennial stabilization and recovery of vernal conjunctivitis. 展开更多
关键词 BCG-PSN vernal CONJUNCTIVITIS T-CELL subsetS CYTOKINE
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Lymphocyte subsets in alcoholic liver disease 被引量:4
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作者 Luís Costa Matos Paulo Batista +5 位作者 Nuno Monteiro Joo Ribeiro Maria A Cipriano Pedro Henriques Fernando Giro Armando Carvalho 《World Journal of Hepatology》 CAS 2013年第2期46-55,共10页
AIM:To compare lymphocyte subsets between healthy controls and alcoholics with liver disease.METHODS:The patient cohort for this study included individuals who were suspected to have alcoholic liver disease(ALD) and w... AIM:To compare lymphocyte subsets between healthy controls and alcoholics with liver disease.METHODS:The patient cohort for this study included individuals who were suspected to have alcoholic liver disease(ALD) and who had undergone liver biopsy(for disease grading and staging,doubts about diagnosis,or concurrent liver disease;n = 56).Normal controls included patients who were admitted for elective cholecystectomy due to non-complicated gallstones(n = 27).Formalin-fixed,paraffin-embedded liver biopsy specimens were sectioned and stained with hematoxylin and eosin and Perls' Prussian blue.The non-alcoholic steatohepatitis score was used to assess markers of ALD.Lymphocyte population subsets were determined by flow cytometry.T lymphocytes were identified(CD3+),and then further subdivided into CD4+ or CD8+ populations.B lymphocytes(CD19+) and natural killer(NK) cell numbers were also measured.In addition to assessing lymphocyte subpopulation differences between ALD patients and controls,we also compared subsets of alcoholic patients without cirrhosis or abstinent cirrhotic patients to normal controls.RESULTS:The patient cohort primarily consisted of older men.Active alcoholism was present in 66.1%.Reported average daily alcohol intake was 164.9 g and the average lifetime cumulative intake was 2211.6 kg.Cirrhosis was present in 39.3% of the patients and 66.1% had significant fibrosis(perisinusoidal and portal/periportal fibrosis,bridging fibrosis,or cirrhosis) in their liver samples.The average Mayo end-stage liver disease score was 7.6.No hereditary hemochromatosis genotypes were found.ALD patients(n = 56) presented with significant lymphopenia(1.5 × 109/L ± 0.5 × 109/L vs 2.1 × 109/L ± 0.5 × 109/L,P < 0.0001),due to a decrease in all lymphocyte subpopulations,except for NK lymphocytes:CD3+(1013.0 ± 406.2/mm3 vs 1523.0 ± 364.6/mm3,P < 0.0001),CD4+(713.5 ± 284.7/mm3 vs 992.4 ± 274.7/mm3,P < 0.0001),CD8+(262.3 ± 140.4/mm3 vs 478.9 ± 164.6/mm3,P < 0.0001),and CD19+(120.6 ± 76.1/mm3 vs 264.6 ± 88.0/mm3,P < 0.0001).CD8+ lymphocytes suffered the greatest reduction,as evidenced by an increase in the CD4+/CD8+ ratio(3.1 ± 1.3 vs 2.3 ± 0.9,P = 0.013).This ratio was associated with the stage of fibrosis on liver biopsy(rs = 0.342,P = 0.01) and with Child-Pugh score(rs = 0.482,P = 0.02).The number of CD8+ lymphocytes also had a positive association with serum ferritin levels(rs = 0.345,P = 0.009).Considering only patients with active alcoholism but not cirrhosis(n = 27),we found similar reductions in total lymphocyte counts(1.8 × 109/L ± 0.3 × 109/L vs 2.1 × 109/L ± 0.5 × 109/L,P = 0.018),and in populations of CD3+(1164.7 ± 376.6/mm3 vs 1523.0 ± 364.6/mm3,P = 0.001),CD4+(759.8 ± 265.0/mm3 vs 992.4 ± 274.7/mm3,P = 0.003),CD8+(330.9 ± 156.3/mm3 vs 478.9 ± 164.6/mm3,P = 0.002),and CD19+(108.8 ± 64.2/mm3 vs 264.6 ± 88.0/mm3,P < 0.0001).In these patients,the CD4+/CD8+ ratio and the number of NK lymphocytes was not significantly different,compared to controls.Comparing patients with liver cirrhosis but without active alcohol consumption(n = 11),we also found significant lymphopenia(1.3 × 109/L ± 0.6 × 109/L vs 2.1 × 109/L ± 0.5 × 109/L,P < 0.0001) and decreases in populations of CD3+(945.5 ± 547.4/mm3 vs 1523.0 ± 364.6/mm3,P = 0.003),CD4+(745.2 ± 389.0/mm3 vs 992.4 ± 274.7/mm3,P = 0.032),CD8+(233.9 ± 120.0/mm3 vs 478.9 ± 164.6/mm3,P < 0.0001),and CD19+(150.8 ± 76.1/mm3 vs 264.6 ± 88.0/mm3,P = 0.001).The NK lymphocyte count was not significantly different,but,in this group,there was a significant increase in the CD4+/CD8+ ratio(3.5 ± 1.3 vs 2.3 ± 0.9,P = 0.01).CONCLUSION:All patient subsets presented with decreased lymphocyte counts,but only patients with advanced fibrosis presented with a significant increase in the CD4+/CD8+ ratio. 展开更多
关键词 Lymphocyte subsetS Flow CYTOMETRY ALCOHOLISM ALCOHOLIC LIVER disease LIVER fibrosis LIVER biopsy HFE gene
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Dynamic analysis of lymphocyte subsets of peripheral blood in patients with acute self-limited hepatitis B 被引量:4
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作者 Bo Liu Jun Li +4 位作者 Yaping Han Yuan Liu Lianhua Kong Yang Cao Zuhu Huang 《Health》 2010年第7期736-741,共6页
Purpose: To investigate dynamic changes and significance of lymphocyte subsets (T lymphocytes, B lymphocytes, NK cells and T cell subsets) of peripheral blood in patients with acute self-limited hepatitis B (AHB). Met... Purpose: To investigate dynamic changes and significance of lymphocyte subsets (T lymphocytes, B lymphocytes, NK cells and T cell subsets) of peripheral blood in patients with acute self-limited hepatitis B (AHB). Methods: Immune cells of peripheral blood were compared among 17 cases of self-limited acute hepatitis B patients, 36 patients with chronic hepatitis B (CHB) and 32 healthy controls by flow cytometry (FCM). CD4+/CD8+ was monitored dynamically, meanwhile relations between T lymphocyte subsets and ALT and clearance of HBV DNA were explored. Results: Dynamic changes of lymphocyte subsets were found in AHB, the level of CD3+T cells was significantly higher compared to CHB group and healthy control group. Frequencies of CD3+CD4+ T cells in the third and fourth week and CD4+/CD8+ in the second week were higher compared to other groups. Frequ- ency of NK cells was low and was significantly lower compared to other groups in the third week specially. It was showed that CD4+/CD8+ was low followed by high abnormal ALT during early stage by dynamic monitoring of CD4+/CD8+, and CD4+/CD8+ was increasing accompanied by normal ALT set by set, but CD4+/CD8+ had no significant relation to ALT and HBV DNA. Conclusion: Immune status of AHB, compared to CHB and healthy controls, was significantly different and dynamic changes of lymphocyte sub- sets may be related to progress of disease. 展开更多
关键词 ACUTE Hbv Self-Limited Lymphocyte subsetS FACS
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Effects of Intraoperative Administration of Dexmedetomidine on the Percentage of T-Lymphocyte Subsets and Natural Killer Cells in Patients with Colorectal Cancer 被引量:5
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作者 Tonghang Zhao Zhong Liu +1 位作者 Ailan Yu Zongwang Zhang 《Open Journal of Anesthesiology》 2013年第2期104-108,共5页
Study Objective: To observe the effect of dexmedetomidine (DEX) on T-lymphocyte subsets and natural killer (NK) cells in the peripheral blood of perioperative patients with colorectal cancer. Design: A random double-b... Study Objective: To observe the effect of dexmedetomidine (DEX) on T-lymphocyte subsets and natural killer (NK) cells in the peripheral blood of perioperative patients with colorectal cancer. Design: A random double-blind control clinical study. Setting: A university hospital. Patients: Forty patients with colorectal cancer, ASA I-П. Interventions: All patients were randomly divided into a DEX group (n = 20) and a control group (n = 20). Before induction of anesthesia, epidural catheters were placed in the L1-L2 or T12-L1 intervertebral spaces. The DEX group received 1 μg/kg of DEX (200 μg/50 ml) intravenously for 15 min prior to the surgery, which was then infused at a rate of 0.5 μg/kg/h until 30 min before the end of the surgery. The control group received an intravenous infusion of saline (50 ml) instead of DEX during the same periods as the DEX group. All patients received routine anesthesia and postoperative analgesia. Measurements: Blood samples from all patients were collected at the following time points: before anesthesia (T0), 24 h after surgery (T1), 48 h after surgery (T2) and 72 h after surgery (T3). Changes in T-lymphocyte subsets (CD3+, CD4+, CD8+, CD4+/CD8+) and NK cells were determined by flow cytometry. Main Results: Compared with the control group, the percentages of CD3+ and CD4+ cells and the CD4+/CD8+ ratio in the DEX group increased significantly from T1 to T3 展开更多
关键词 DEXMEDETOMIDINE T-LYMPHOCYTE subsetS Natural KILLER Cell Colorectal Cancer Surgery
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Subset-based local vs.finite element-based global digital image correlation:A comparison study 被引量:2
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作者 Bo Wang Bing Pan 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2016年第5期200-208,共9页
Being the two primary approaches for full-field kinematics measurements,both subset-based local digital image correlation(DIC) and finite element-based global DIC have been extensively studied.Nowadays,most commercial... Being the two primary approaches for full-field kinematics measurements,both subset-based local digital image correlation(DIC) and finite element-based global DIC have been extensively studied.Nowadays,most commercial DIC systems employ local DIC algorithm because of its advantages of straight forward principle and higher efficiency.However,several researchers argue that global DIC can provide better displacement results due to the displacement continuity constraint among adjacent elements.As such,thoroughly examining the performance of these two different DIC methods seems to be highly necessary.Here,the random errors associated with local DIC and two global DIC methods are theoretically analyzed at first.Subsequently,based on the same algorithmic details and parameters during analyses of numerical and real experiments,the performance of the different DIC approaches is fairly compared.Theoretical and experimental results reveal that local DIC outperforms its global counterpart in terms of both displacement results and computational efficiency when element(subset) size is no less than 11 pixels. 展开更多
关键词 Digital image correlation Displacement measurement Finite element subset SUBPIXEL
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Random dynamic analysis of vertical train–bridge systems under small probability by surrogate model and subset simulation with splitting 被引量:8
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作者 Huoyue Xiang Ping Tang +1 位作者 Yuan Zhang Yongle Li 《Railway Engineering Science》 2020年第3期305-315,共11页
The response of the train–bridge system has an obvious random behavior.A high traffic density and a long maintenance period of a track will result in a substantial increase in the number of trains running on a bridge... The response of the train–bridge system has an obvious random behavior.A high traffic density and a long maintenance period of a track will result in a substantial increase in the number of trains running on a bridge,and there is small likelihood that the maximum responses of the train and bridge happen in the total maintenance period of the track.Firstly,the coupling model of train–bridge systems is reviewed.Then,an ensemble method is presented,which can estimate the small probabilities of a dynamic system with stochastic excitations.The main idea of the ensemble method is to use the NARX(nonlinear autoregressive with exogenous input)model to replace the physical model and apply subset simulation with splitting to obtain the extreme distribution.Finally,the efficiency of the suggested method is compared with the direct Monte Carlo simulation method,and the probability exceedance of train responses under the vertical track irregularity is discussed.The results show that when the small probability of train responses under vertical track irregularity is estimated,the ensemble method can reduce both the calculation time of a single sample and the required number of samples. 展开更多
关键词 Train–bridge system Ensemble method Surrogate model Nonlinear autoregressive with exogenous input subset simulation with splitting Small probability
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Observation of T Lymphocyte Subsets in the Liver of Patients with Advanced Schistosomiasis and Advanced Schistosomiasis Accompanied with Hepatitis B 被引量:1
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作者 张淑玲 李祖进 +1 位作者 蔡淑清 曾令兰 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2000年第2期137-138,共2页
T lymphocyte subsets in the liver were detected by Avidin-Biotin Complex (ABC) assay in 22 patients with advanced schistosomiasis (AS) and 5 cases of AS accompanied with hepatitis B. T lymphocytes in the liver of AS p... T lymphocyte subsets in the liver were detected by Avidin-Biotin Complex (ABC) assay in 22 patients with advanced schistosomiasis (AS) and 5 cases of AS accompanied with hepatitis B. T lymphocytes in the liver of AS patients were distributed in the peripheral layer of egg granuloma or the area near eggs in non-granuloma. No infiltrative T lymphocytes were observed in area with extensive fibrosis. There was infiltration of many T cells in the portal tract, piecemeal and focal necro- sis area as well as in hepatic sinus in AS patients accompanied with hepatitis B. CD8+ T cells (sup pressor/cytotoxic T cells, Ts/Tc) in the liver were predominant in the two groups. In AS patients, marked hepatic fibrosis, a small number of T cell infiltration and slight hepatocellular degeneration and necrosis were observed. However, obvious hepatocellular degeneration and necrosis were seen in AS patients accompanied with hepatitis B, and 3 cases of them developed active liver cirrhosis. The results indicated immune response was weak in the liver in AS patients and T. cells might be predominant in the subset of CDS+ T lymphocytes. Cellular immune response was relatively strong in AS patients accompanied with hepatitis B and the infiltrative CD8+ T lymphocytes might be mainly Tc cells. 展开更多
关键词 advanced SCHISTOSOMIASIS HEPATITIS B T LYMPHOCYTE subsetS
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Feature subset selection based on mahalanobis distance: a statistical rough set method 被引量:1
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作者 孙亮 韩崇昭 《Journal of Pharmaceutical Analysis》 SCIE CAS 2008年第1期14-18,共5页
In order to select effective feature subsets for pattern classification, a novel statistics rough set method is presented based on generalized attribute reduction. Unlike classical reduction approaches, the objects in... In order to select effective feature subsets for pattern classification, a novel statistics rough set method is presented based on generalized attribute reduction. Unlike classical reduction approaches, the objects in universe of discourse are signs of training sample sets and values of attributes are taken as statistical parameters. The binary relation and discernibility matrix for the reduction are induced by distance function. Furthermore, based on the monotony of the distance function defined by Mahalanobis distance, the effective feature subsets are obtained as generalized attribute reducts. Experiment result shows that the classification performance can be improved by using the selected feature subsets. 展开更多
关键词 feature subset selection rough set attribute reduction Mahalanobis distance
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BcpLH organizes a specific subset of microRNAs to form a leafy head in Chinese cabbage(Brassica rapa ssp.pekinensis) 被引量:1
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作者 Wenqing Ren Feijie Wu +5 位作者 Jinjuan Bai Xiaorong Li Xi Yang Wanxin Xue Heng Liu Yuke He 《Horticulture Research》 SCIE 2020年第1期2733-2745,共13页
HYL1(HYPONASTIC LEAVES 1)in Arabidopsis thaliana encodes a double-stranded RNA-binding protein needed for proper miRNA maturation,and its null mutant hyl1 shows a typical leaf-incurvature phenotype.In Chinese cabbage,... HYL1(HYPONASTIC LEAVES 1)in Arabidopsis thaliana encodes a double-stranded RNA-binding protein needed for proper miRNA maturation,and its null mutant hyl1 shows a typical leaf-incurvature phenotype.In Chinese cabbage,BcpLH(Brassica rapa ssp.pekinensis LEAFY HEADS),a close homolog of HYL1,is differentially expressed in juvenile leaves,which are flat,and in adult leaves,which display extreme incurvature.BcpLH lacks protein–protein interaction domains and is much shorter than HYL1.To test whether BcpLH is associated with defects in microRNA(miRNA)biogenesis and leaf flatness,we enhanced and repressed the activity of BcpLH by transgenics and investigated BcpLH-dependent miRNAs and plant morphology.BcpLH promoted miRNA biogenesis by the proper processing of primary miRNAs.BcpLH downregulation via antisense decreased a specific subset of miRNAs and increased the activities of their target genes,causing upward curvature of rosette leaves and early leaf incurvature,concurrent with the enlargement,earliness,and round-to-oval shape transition of leafy heads.Moreover,BcpLH-dependent miRNAs in Chinese cabbage are not the same as HYL1-dependent miRNAs in Arabidopsis.We suggest that BcpLH controls a specific subset of miRNAs in Chinese cabbage and coordinates the direction,extent,and timing of leaf curvature during head formation in Brassica rapa. 展开更多
关键词 CURVATURE subset shorter
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Effects of TSH inhibition after total thyroidectomy on Tg, VEGF, TSGF, CD44V6, sIL-2R and T lymphocyte subsets in patients with differentiated thyroid carcinoma 被引量:1
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作者 Li-Dan Zhang Yong-Chang Xi +2 位作者 Li-Qiang You Jian-Yang Zhang Jian-Yuan Zhang 《Journal of Hainan Medical University》 2018年第2期107-110,共4页
Objective:To study the effects of TSH inhibition after total thyroidectomy on Tg, VEGF, TSGF, CD44V6, sIL-2R and T lymphocyte subsets in patients with differentiated thyroid carcinoma (DTC).Methods: A total of 100 pat... Objective:To study the effects of TSH inhibition after total thyroidectomy on Tg, VEGF, TSGF, CD44V6, sIL-2R and T lymphocyte subsets in patients with differentiated thyroid carcinoma (DTC).Methods: A total of 100 patients with DTC in our hospital from January 2014 to January 2017 were enrolled in this study. The subjects were divided into the control group (n=50) and the treatment group (n=50) randomly. The control group was treated with thyroid hormone replacement therapy, the treatment group was treated with levothyroxine sodium oral therapy, the two groups were treated for 1 week. The serum Tg, VEGF, TSGF, CD44V6, sIL-2R and peripheral blood CD3+, CD4+, CD8+ of the two groups before and after treatment were compared.Results:There were no significant differences of the serum Tg, VEGF, TSGF, CD44V6, sIL-2R of the two groups before treatment. The serum Tg, VEGF, TSGF, CD44V6, sIL-2R of the two groups after treatment were significantly lower than before treatment, and that of the treatment group after treatment were significantly lower than the control group. There were no significantly differences of the peripheral blood CD3+, CD4+, CD8+ of the two groups before treatment. The peripheral blood CD3+, CD4+ of the two groups after treatment were significantly higher than before treatment, the peripheral blood CD8+ of the two groups after treatment were significantly lower than before treatment, and that of the treatment group after treatment were significantly better than the control group.Conclusion:TSH inhibition after total thyroidectomy for patients with DTC can reduce the serum Tg, VEGF, TSGF, CD44V6, sIL-2R levels, improve the cellular immunity function, and it was worthy clinical application. 展开更多
关键词 TSH INHIBITION DTC TG VEGF TSGF CD44V6 SIL-2R T lymphocyte subsets
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Effects of Huaiqihuang Granule on immunoglobulin, T lymphocyte subsets and cytokines in children with cough variant asthma 被引量:2
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作者 Hong-Yan Zhang Shu-Jing Zhao Fei Tian 《Journal of Hainan Medical University》 2017年第3期132-135,共4页
Objective:To observe the effect of Huaiqihuang granule on immunoglobulin, T lymphocyte subsets and cytokines in children with cough variant asthma (CVA). Methods:80 cases of children with CVA were enrolled in our hosp... Objective:To observe the effect of Huaiqihuang granule on immunoglobulin, T lymphocyte subsets and cytokines in children with cough variant asthma (CVA). Methods:80 cases of children with CVA were enrolled in our hospital from June 2015 to June 2016, and were randomly divided into study group and control group. Two groups were both given salbutamol aerosol powder. On this basis, the control group was given Montelukast Sodium Chewable Tablets, while the study group was treated with Huaiqihuang granules. The interleukin 4 (IL-4), interferon-γ(IFN-γ), IgA, IgG and IgE levels and CD4+, CD8+T lymphocyte ratio analyze in children after 3 months of treatment. Results:There were no significant differences between the two groups before treatment (P>0.05). Both IgA and IgG were significantly higher in the two groups after treatment, while IgE was significantly lower (P<0.05). Compared with the control group, the IgA and IgG in the study group were significantly higher than those in the control group (P<0.05), while IgE was significantly lower (P<0.05). After treatment, compared with the control group, the proportion of CD4+ and CD4+/CD8+ in the study group were significantly lower than that of the control group, and the CD8+ratio increased more significantly (P<0.05). After treatment, IL-4 decreased significantly, while IFN-γand IFN-γ/IL-4 were significantly increased (P<0.05), IL-4 level of the study group decreased significantly compared with the control group, and IFN-γincreased significantly compared with the control group, and the level of IFN-γ/IL-4 after treatment was significantly higher than that of the control group (P<0.05). Conclusions: Huaiqihuang granule can improve humoral immunity and cellular immunity of children with CVA, and can adjust the immune cells balance of Th1/Th2, and improve the immune function and prognosis of children with CVA. 展开更多
关键词 Huaiqihuang GRANULE COUGH variant asthma IMMUNOGLOBULIN T LYMPHOCYTE subsetS CYTOKINES
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Effect of epidural block combined intravenous general anesthesia stress on the stress response and T lymphocyte subsets in patients with breast cancer undergoing radical mastectomy 被引量:2
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作者 Yuan Yao Yong-Sheng Wu +1 位作者 Hong-Xia Zhu Xin-Jing Su 《Journal of Hainan Medical University》 2017年第18期120-123,共4页
Objective: To investigate the effect of epidural block combined with intravenous anesthesia on stress response and T lymphocyte subsets in patients with breast cancer undergoing radical mastectomy. Methods: In our hos... Objective: To investigate the effect of epidural block combined with intravenous anesthesia on stress response and T lymphocyte subsets in patients with breast cancer undergoing radical mastectomy. Methods: In our hospital from July 2016 to June 2017 undergoing radical mastectomy for breast cancer of 88 patients were randomly divided into observation group and control group of 44 cases, 2 patients underwent routine preoperative preparation, and routine blood pressure, heart rate, pulse, oxygen saturation, ECG monitoring, control group with intravenous anesthesia. The observation group was treated with epidural block combined with intravenous anesthesia. 2 groups of patients before anesthesia, 30 MIM (T0), 1 h after skin incision (T1), 4 h after operation (T2), 24 h after operation (T3), 48 h after operation (T4) from peripheral venous blood were measured by interleukin-8 (IL-8) and interferon gamma (IFN-γ), cortisol (Cor), prolactin (PRL), growth hormone (GH) and T lymphocyte subsets (CD3+, CD4+, CD8+), the calculation of CD4+/CD8+ value. Results: the serum IL-8 level of T1, T2, T3and T4 decreased gradually, were lower than at T0, and the control group at each time point had no significant difference, T1, T2, T3group, T4IL-8 levels lower than the control group;the 2 groups of serum IFN-γ levels T1 and T2had no significant change, T3and T4increased gradually, was higher than that of T0, but no significant difference between the 2 groups of IFN-γ levels. 2 serum Cor levels peaked at T1, decreased at T2, was higher than that of T0, T3, T4returned to T0, the observation group T1, T2Cor level lower than the control group;the serum PRL levels of 2 groups reached a peak at T1, T2, T3at the time of T4decreased gradually, was higher than that of T0, T1, T2, T3of the observation group at the PRL level is lower than the control group;the serum level of GH 2 in group T1increased gradually, reached a peak at T2, T3and T4 decreased gradually, was higher than that of T0, the observation group T1, T2, T3, T4, GH levels lower than the control group. 2 groups of CD3+ decreased gradually in T1, T2, were lower than T0, T3, T4returned to T0, the observation group T1, T2CD3+ was higher than the control group;group CD4+ decreased gradually in T1, T2, T3and T4were lower than control, T0when, and the observation group CD4+ in T1, T2, T3, T4, no significant changes were observed in group T1, T2, T3, T4and CD4+ higher than that of the control group;the 2 group CD8+ had no obvious changes in T1, T2, T3, T4;observation group CD4+/CD8+ decreased gradually in T1, T2, were lower than T0, T3, T4returned to T0, the observation group T1, T2CD4+/CD8+ was higher than the control group. Conclusion: epidural block combined with intravenous anesthesia for breast cancer radical mastectomy can effectively relieve the stress and inflammatory reaction, alleviate the immunosuppression, and help to restore the postoperative immune function. 展开更多
关键词 Total INTRAVENOUS ANESTHESIA EPIDURAL block COMBINED INTRAVENOUS general ANESTHESIA Radical MASTECTOMY STRESS response T lymphocyte subsets
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NK ACTIVITY OF LYMPHOCYTE SUBSETS AND THE EFFECTS OF LOW DOSE RADIATION
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作者 苏燎原 田海林 +1 位作者 徐映东 耿勇志 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1998年第1期39-42,共4页
NKACTIVITYOFLYMPHOCYTESUBSETSANDTHEEFFECTSOFLOWDOSERADIATIONSuLiaoyuan苏燎原TianHailin田海林XuYingdong徐映东GengYong... NKACTIVITYOFLYMPHOCYTESUBSETSANDTHEEFFECTSOFLOWDOSERADIATIONSuLiaoyuan苏燎原TianHailin田海林XuYingdong徐映东GengYongzhi耿勇志Departmento... 展开更多
关键词 NK ACTIVITY Monoclonal antibody LYMPHOCYTE subsetS Low DOSE radiation.
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STUDIES ON LYMPHOCYTE SUBSETS, HUMORAL IMMUNITY AND THEIR RELATIONSHIP WITH SELENIUM IN PATIENTS WITH KASHIN-BECK DISEASE
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作者 王治伦 郭汝宁 +4 位作者 陈静宏 陈燕 丁方羽 吴劲 周扬 《Journal of Pharmaceutical Analysis》 SCIE CAS 2004年第1期35-38,共4页
Objective To study the humoral immunity status and distribution pattern of lymphocyte subgroups of peripheral blood mononuclear cell (PBMC) in patients with Kashin-Beck Disease (KBD), and their relationship with eryth... Objective To study the humoral immunity status and distribution pattern of lymphocyte subgroups of peripheral blood mononuclear cell (PBMC) in patients with Kashin-Beck Disease (KBD), and their relationship with erythrocyte selenium. Methods 23 X-ray diagnosed patients, 22 age- and sex- matched healthy children in KBD affected area (KAA), and 25 in KBD non-affected area (KNAA) were randomly selected. Immunohistochemistry with monoclonal antibodies anti-CD4, anti-CD8, anti-CD20 was conducted to analyze the lymphocyte subsets. Serum IgM, IgA, IgG, Complement C3 and C4 were assayed using rate nephelometry (Array 360 System, USA). The contents of erythrocyte selenium was determined by 2,3-diaminonaphthalene fluorescence assay. Results CD4+ and CD8+ cells percentage in PBMCs and serum IgA were significantly lower in KAA than those in KNAA(P< 0.05). CD20+ percentage in KAA displayed a decreasing trend compared to KNAA, although not statistically significantly. No statistical differences were found in CD4/CD8 ratio, serum IgG, IgM, C3 and C4 levels. Erythrocyte selenium level in KAA still showed a pronounced decrease compared to that in KNAA. Correlation analysis showed that erythrocyte selenium contents had a strong association with the CD4 cell percentage (r= 0.625, P< 0.05), as well as serum IgA (r= 0.462, P< 0.05). In addition, a moderate correlation between the serum IgA and CD4+ percentage (r= 0.130, P> 0.05) was found. Conclusion These results suggested that children in KAA had a comparably low cellular immunity level and their humoral immunity status was also in a state of moderate immune suppression. Of this immune disorder in Kashin-Beck disease patients, selenium deficiency probably played a critical role via affecting the distribution pattern of peripheral blood lymphocyte. Selenium-deficiency and immune impairment maybe both have something to do with the cause-effect chain of KBD. 展开更多
关键词 Kashin-Beck DISEASE HUMORAL immunity LYMPHOCYTE subsetS ERYTHROCYTE SELENIUM
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T SUBSETS AND ANTITUMOR ACTIVITY OF LYMPHOCYTES INFILTRATING HUMAN PRIMARY BRAIN GLIOMAS
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作者 李有君 朱诚 +1 位作者 孔宪涛 张光霁 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1992年第4期54-59,共6页
Glioma-infiltrating lymphocytes (GIL) were isolated from 9 surgical biopsy specimens of primary brain gliomas using mechanical and enzymatic digestion and discontinuous density gradent centrifugation. During cultured ... Glioma-infiltrating lymphocytes (GIL) were isolated from 9 surgical biopsy specimens of primary brain gliomas using mechanical and enzymatic digestion and discontinuous density gradent centrifugation. During cultured in the presence of interleukin-2 (IL-2) for a period of four weeks, GIL were expanded 48. 4-fold on the average, even up to 118-fold. GIL activated by IL- 2 had specific cytolytic activity against autologous glioma cells. Analysis of T subsets of GIL freshly isolated showed that CD3+ cells were 71.0±11.9%, CD4+ cells 34.2±6.1% and CD3+cells 37.0±7.6%. Ability of activated GIL to produce γ-Interferon (γ-IFN) was significantly higher than that of freshly isolated GIL and autologous peripheral blood lymphocytes (PBL). The results suggest that GIL have many advantages for an adoptive immunotherapy of patients with brain gllomas and be a new type of antitumor immune effector. 展开更多
关键词 GLIOMA INTERLEUKIN-2 T subsetS glioma-infiltrating lymphocytes.
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