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Application of SPECT Combined with CT and MRI in Malignant Tumors Clinical Value in the Diagnosis of Bone Metastasis 被引量:1
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作者 Xiao li Wenda Shi +2 位作者 Fan Xu qingshan li Xu Xiao 《Open Journal of Medical Imaging》 2022年第1期9-15,共7页
Introduction: Bone is the most common site of hematogenous metastasis of malignant tumors. Patients with bone metastasis can have a series of bone related adverse events, which seriously affect the quality of life and... Introduction: Bone is the most common site of hematogenous metastasis of malignant tumors. Patients with bone metastasis can have a series of bone related adverse events, which seriously affect the quality of life and survival time of patients. Imaging examination is the main means of clinical diagnosis and evaluation of bone metastasis. Aim of the Work: To evaluate the value of single-photon emission computerized tomography (SPECT) combined with CT and MRI in the diagnosis of bone metastasis of malignant tumors. Subjects and Methods: Eighty patients with bone metastasis from malignant tumors who were admitted to Affiliated Hospital of Chengde Medical College were selected from March 2019 to June 2021. They underwent bone scan with SPECT imaging, CT and MRI separately. The distribution of bone metastasis from primary tumors as well as efficacy of the above three detection methods for bone metastasis was analyzed. Results: A total of 464 lesions were detected by SPECT and CT in the same scanning field, with SPECT detection rate of 92.5% (429/464) and CT detection rate of 77.8% (361/464) (P P P P Conclusion: SPECT may be the preferred screening modality for uspected bone metastases, and when combined with CT and MRI, it can clarify the regional distribution of bone metastasis from malignant tumors and improve the sensitivity, specificity and accuracy of diagnosis with high clinical significance. 展开更多
关键词 Bone Scan with SPECT Imaging Malignant Bone Metastases Computed Tomography Magnetic Resonance Imaging
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Effect of Ganoderma lucidum Polysaccharide on Antioxidative Ability of Rats with Myocardial Injury Induced by Doxorubicin
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作者 Fan Xu Xiao li +3 位作者 qingshan li Xiao Xu Wenxin li Xiaolei Yu 《Journal of Biosciences and Medicines》 2022年第4期14-19,共6页
Objective: The objective is to investigate the effect of Ganoderma lucidum polysaccharide (GLPS) on the oxidative stress induced by doxorubicin (DOX) in cardiomyocytes. Methods: SD rats were divided into control group... Objective: The objective is to investigate the effect of Ganoderma lucidum polysaccharide (GLPS) on the oxidative stress induced by doxorubicin (DOX) in cardiomyocytes. Methods: SD rats were divided into control group, DOX group, GLPS low dose and high dose + DOX group. SOD and MDA levels in myocardial tissue were detected in each group. The expression of related proteins in each group was detected by Western blot. Results: GLPS can increase the SOD level and decrease MDA caused by DOX (p Conclusion: Ganoderma polysaccharide can improve the oxidative stress injury of myocardial tissue induced by doxorubicin and play a protective role in myocardial tissue. 展开更多
关键词 DOXORUBICIN Ganoderma lucidum Polysaccharide Myocardial Tissue Antioxidant Capacity
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Epithelial-Mesenchymal Transition and Breast Cancer Stem Cells in Breast Cancer Progression
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作者 Wanyue Han qingshan li +1 位作者 Qing Zhang Fan Xu 《Advances in Breast Cancer Research》 2022年第2期141-151,共11页
Breast cancer stem cells (BCSCs) are a small subpopulation of cancer cells having the ability of self-renewing and multi-lineage differentiation, which have also been termed as “tumor-initiating cells”. And in recen... Breast cancer stem cells (BCSCs) are a small subpopulation of cancer cells having the ability of self-renewing and multi-lineage differentiation, which have also been termed as “tumor-initiating cells”. And in recent years, the role of epithelial mesenchymal transition (EMT) in malignant tumors has been valued. This paper will briefly review and discuss the relationship between BCSCs and EMT. 展开更多
关键词 Epithelial-Mesenchymal Transition Breast Cancer Stem Cells E-CADHERIN VIMENTIN Signaling Pathway
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Identification of S-RNase genotype and analysis of its origin and evolutionary patterns in Malus plants
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作者 Zhao liu Yuan Gao +10 位作者 Kun Wang Jianrong Feng Simiao Sun Xiang Lu lin Wang Wen Tian Guangyi Wang Zichen li qingshan li lianwen li Dajiang Wang 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第4期1205-1221,共17页
Identification of the S genotype of Malus plants will greatly promote the discovery of new genes,the cultivation and production of apple,the breeding of new varieties,and the origin and evolution of self-incompatibili... Identification of the S genotype of Malus plants will greatly promote the discovery of new genes,the cultivation and production of apple,the breeding of new varieties,and the origin and evolution of self-incompatibility in Malus plants.In this experiment,88 Malus germplasm resources,such as Aihuahong,Xishuhaitang,and Reguanzi,were used as materials.Seven gene-specific primer combinations were used in the genotype identification.PCR amplification using leaf DNA produced a single S-RNase gene fragment in all materials.The results revealed that 70 of the identified materials obtained a complete S-RNase genotype,while only one S-RNase gene was found in 18 of them.Through homology comparison and analysis,13 S-RNase genotypes were obtained:S_(1)S_(2)(Aihuahong,etc.),S_(1)S_(28)(Xixian Haitang,etc.),S_(1)S_(51)(Hebei Pingdinghaitang),S_(1)S_(3)(Xiangyangcun Daguo,etc.),S_(2)S_(3)(Zhaiyehaitang,etc.),S_(3)S_(51)(Xishan 1),S_(3)S_(28)(Huangselihaerde,etc.),S_(2)S_(28)(Honghaitang,etc.),S_(4)S_(28)(Bo 11),S_(7)S_(28)(Jiuquan Shaguo),S_(10)S_e(Dongchengguan 13),S_(10)S_(21)(Dongxiangjiao)and S_(3)S_(51)(Xiongyue Haitang).Simultaneously,the frequency of the S gene in the tested materials was analyzed.The findings revealed that different S genes had varying frequencies in Malus resources,as well as varying frequencies between intraspecific and interspecific.S_(3) had the highest frequency of 68.18%,followed by S_(1)(42.04%).In addition,the phylogenetic tree and origin evolution analysis revealed that the S gene differentiation was completed prior to the formation of various apple species,that cultivated species also evolved new S genes,and that the S_(50) gene is the oldest S allele in Malus plants.The S_(1),S_(29),and S_(33) genes in apple-cultivated species,on the other hand,may have originated in M.sieversii,M.hupehensis,and M.kansuensis,respectively.In addition to M.sieversii,M.kansuensis and M.sikkimensis may have also played a role in the origin and evolution of some Chinese apples. 展开更多
关键词 MALUS S-RNase genotype SELF-INCOMPATIBILITY origin and evolution
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A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network
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作者 Yishuai lin Gang Hu +2 位作者 liang Wang qingshan li Jiawei Zhu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第7期1720-1722,共3页
Dear Editor,This letter presents a multi-automated guided vehicles(AGV) routing planning method based on deep reinforcement learning(DRL)and recurrent neural network(RNN), specifically utilizing proximal policy optimi... Dear Editor,This letter presents a multi-automated guided vehicles(AGV) routing planning method based on deep reinforcement learning(DRL)and recurrent neural network(RNN), specifically utilizing proximal policy optimization(PPO) and long short-term memory(LSTM). 展开更多
关键词 network AGV DEEP
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A Personalized Search Model Using Online Social Network Data Based on a Holonic Multiagent System 被引量:2
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作者 Meijia Wang qingshan li Yishuai lin 《China Communications》 SCIE CSCD 2020年第2期176-205,共30页
Personalized search utilizes user preferences to optimize search results,and most existing studies obtain user preferences by analyzing user behaviors in search engines that provide click-through data.However,the beha... Personalized search utilizes user preferences to optimize search results,and most existing studies obtain user preferences by analyzing user behaviors in search engines that provide click-through data.However,the behavioral data are noisy because users often clicked some irrelevant documents to find their required information,and the new user cold start issue represents a serious problem,greatly reducing the performance of personalized search.This paper attempts to utilize online social network data to obtain user preferences that can be used to personalize search results,mine the knowledge of user interests,user influence and user relationships from online social networks,and use this knowledge to optimize the results returned by search engines.The proposed model is based on a holonic multiagent system that improves the adaptability and scalability of the model.The experimental results show that utilizing online social network data to implement personalized search is feasible and that online social network data are significant for personalized search. 展开更多
关键词 personalized search online social network holonic multiagent system
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Expression and Clinical Significance of Ki67 in Common Gastrointestinal Tumours
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作者 Fangyu Shi Yunnan Dai +1 位作者 Yiying Bai qingshan li 《Open Journal of Gastroenterology》 2021年第12期295-306,共12页
Ki67 is a marker of cell proliferation that is expressed in the S, G2 and M phases but not in the G0 phase of the cell cycle. Several recent studies showed that the expression of Ki67 is closely related to the occurre... Ki67 is a marker of cell proliferation that is expressed in the S, G2 and M phases but not in the G0 phase of the cell cycle. Several recent studies showed that the expression of Ki67 is closely related to the occurrence and development of gastrointestinal tumours. The Ki67 index is closely related to the degree of differentiation, invasion, metastasis and prognosis of gastrointestinal tumours. This review describes the relationship between the Ki67 index and degree of malignancy, therapeutic effect and prognosis of gastrointestinal tumours. 展开更多
关键词 Gastrointestinal Neoplasms KI67 Pathological Features PROGNOSIS
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Development and Application of "Longevity Village" Healthy Housing
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作者 qingshan li 《功能材料信息》 2016年第3期60-60,共1页
关键词 英语 阅读 理解 生态环境材料
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Investigation of the Value of Different Field Strength MRI Scans for the Diagnosis of Rotator Cuff in Juries 被引量:1
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作者 Xiao li Wenda Shi +2 位作者 Fan Xu qingshan li Xu Xiao 《Open Journal of Radiology》 2022年第1期32-36,共5页
Objective: A comparison of the difference between the two types of field MR scan in diagnosis of shoulder joint injury. Method: Randomly selected 153 patients with arthroscopic or open arthroplasty who had shoulder pa... Objective: A comparison of the difference between the two types of field MR scan in diagnosis of shoulder joint injury. Method: Randomly selected 153 patients with arthroscopic or open arthroplasty who had shoulder pain or dysfunction treated in our hospital from 2014 to 2017 were divided into 1.5 T group and 3.0 according to the field strength of MRI examination. Postoperative pathology was a gold standard. The sensitivity, specificity, consistency, and predictive value of two field-strength MRI examinations in the diagnosis of rotator cuff tears were calculated and compared. Results: The sensitivity, specificity, crude consistency, positive predictive value, and negative predictive value of the 1.5 T group were 68.75%, 82.35%, 73.47%, 88.00%, and 58.33%, respectively. The 3.0 T group was 72.22%, 89.47%, 78.18%, 92.86% and 62.96%, the differences between the above indicators were not statistically significant (P > 0.05). Conclusion: There was no difference in the authenticity and benefit index of rotator cuff injury diagnosed by 1.5 T and 3.0 T MRI. 展开更多
关键词 Shoulder Joint Magnetic Resonance Imaging Field Strength Diagnostic Value
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Effects of Different Doses of Doxorubicin on H9C2 Cells
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作者 Fan Xu Xiao li +3 位作者 Xiaolei Yu qingshan li Wenxin li Xu Xiao 《Journal of Biosciences and Medicines》 2022年第3期136-140,共5页
Objective: To study the effect of different doses of doxorubicin on H9C2 cells and to provide a reference for the clinical study of doxorubicin. Methods: Doxorubicin (1, 2, 4, 6, 10 ug/ml) was co-cultured with H9C2 ce... Objective: To study the effect of different doses of doxorubicin on H9C2 cells and to provide a reference for the clinical study of doxorubicin. Methods: Doxorubicin (1, 2, 4, 6, 10 ug/ml) was co-cultured with H9C2 cells for 6, 12 and 24 hours. The morphological changes of cells were observed, and the cell inhibition rates of different time and drug concentration were calculated. Results: Doxorubicin could inhibit the activity of cardiomyocytes in a dose-dependent manner from 1 to 10 ug/ml. Conclusion: A certain dose of doxorubicin has a toxic effect on cardiomyocytes and can cause cardiomyocyte necrosis and apoptosis. 展开更多
关键词 H9C2 Cells DOXORUBICIN Cell Inhibition Rate
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Cancer Pain with Standardized Nursing
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作者 Xiaolei Yu Wenxin li +1 位作者 qingshan li Yadong Sun 《Open Journal of Nursing》 2022年第10期702-708,共7页
Background: The incidence of cancer pain in patients with malignant tumors is relatively high, and pain control is poor, which is closely related to many factors, especially the nursing way. Objective: To explore the ... Background: The incidence of cancer pain in patients with malignant tumors is relatively high, and pain control is poor, which is closely related to many factors, especially the nursing way. Objective: To explore the effect of standardized nursing model on pain control in patients with malignant tumors. Methods: 50 patients with malignant tumors treated in the Affiliated Hospital of Chengde Medical College from January to December in 2021 were randomly divided into 25 cases in the control group and 25 cases in the observation group. The pain control and medication compliance of the two groups were compared. Results: There was no difference in the corresponding score of admission pain between the two groups (P > 0.05), and the pain score of the observation group was lower than that of the control group (P P Conclusion: Standardized cancer pain nursing can ease the pain of patients, and the medication compliance is better. 展开更多
关键词 Full-Course Standardized Nursing Process of Cancer Pain Advanced Tumor Cancer Pain Medication Compliance Rate
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红外热像技术在中医未病诊疗中的应用
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作者 邱波 朱志超 +2 位作者 李青山 王媛 韩毅 《中医学》 2014年第1期5-7,共3页
本文阐述了红外热像检测技术原理,介绍了现代中医未病诊疗系统,以及红外热像在现代中医检测中的作用,并对该技术在现代中医的应用前景做出展望。
关键词 红外热像 现代中医 诊断
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A Multi-Agent Based Model for User Interest Mining on Sina Weibo
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作者 Meijia Wang qingshan li 《China Communications》 SCIE CSCD 2022年第2期225-234,共10页
User interest mining on Sina Weibo is the basis of personalized recommendations,advertising,marketing promotions,and other tasks.Although great progress has been made in this area,previous studies have ignored the dif... User interest mining on Sina Weibo is the basis of personalized recommendations,advertising,marketing promotions,and other tasks.Although great progress has been made in this area,previous studies have ignored the differences among users:the varied behaviors and habits that lead to unique user data characteristics.It is unreasonable to use a single strategy to mine interests from such varied user data.Therefore,this paper proposes an adaptive model for user interest mining based on a multi-agent system whose input includes self-descriptive user data,microblogs and correlations.This method has the ability to select the appropriate strategy based on each user’s data characteristics.The experimental results show that the proposed method performs better than the baselines. 展开更多
关键词 multi-agent system user interest mining adaptive model Sina Weibo online social network
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Effects of Chemotherapy on Peripheral Blood NK Cell Receptor NKG2D and Related Immune Cytokines in Patients with Non-Small Cell Lung Cancer
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作者 Jingjing Zhang Dianbin Song +7 位作者 Yi Dong Lu Bai Dongqi Gao Shenglin Zhang Yan Guo Fubo li Man Ao qingshan li 《Journal of Cancer Therapy》 CAS 2022年第11期631-639,共9页
Objective: To analyze the effect of chemotherapy on peripheral blood NK cell receptor NKG2D and related immune cytokines (IL-12, IL-15, IL-18) in patients with non-small cell lung cancer (NSCLC). Methods: A total of 4... Objective: To analyze the effect of chemotherapy on peripheral blood NK cell receptor NKG2D and related immune cytokines (IL-12, IL-15, IL-18) in patients with non-small cell lung cancer (NSCLC). Methods: A total of 48 patients with NSCLC who visited the Oncology Department of the Affiliated Hospital of Chengde Medical College from September 2018 to September 2019 were selected as the study subjects. Changes in the expression levels of NKG2D, IL-12, IL-15 and IL-18 in peripheral blood of patients at different time points (before chemotherapy, after the first chemotherapy and after the second chemotherapy) were analyzed to investigate the correlation between NKG2D and IL-12, IL-15 and IL-18 in peripheral blood at each time point. Results: The expression levels of NKG2D, IL-15, and IL-18 in the peripheral blood of the patient before chemotherapy, after the first chemotherapy, and after the second chemotherapy gradually decreased. After the first chemotherapy and the second chemotherapy, the peripheral blood IL-12 was significantly lower than before chemotherapy, and IL-12 in peripheral blood after the second chemotherapy was slightly increased compared with that after the first chemotherapy. The comparison of each factor at different time points was statistically significant (all P<span style="font-family: ">0.05). Pearson correlation analysis showed that after the first chemotherapy, NKG2D in peripheral blood was positively correlated with IL-18 (r = 0.342, P = 0.031);after the second chemotherapy, NKG2D in peripheral blood was positively correlated with IL-18 (r = 0.411, P = 0.023), negatively correlated with IL-15 (r = -0.451, P = 0.001). Conclusion: There was no significant change in the number of NK cells in the peripheral blood of NSCLC patients after chemotherapy, while NKG2D and related immune cytokines decreased, which may be one of the mechanisms for the suppression of immune function in patients, and this provides a potential target for immunotherapy in patients. 展开更多
关键词 Non-Small Cell Lung Cancer CHEMOTHERAPY NKG2D Immune Cytokines
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Effect of Chemotherapy on Immune Factors in Patients with Non-Small Cell Lung Cancer
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作者 Jingjing Zhang Dianbin Song +7 位作者 Yi Dong Lu Bai Dongqi Gao Shenglin Zhang Yan Guo Fubo li Xiaolei Yu qingshan li 《Journal of Biosciences and Medicines》 2021年第12期110-117,共8页
<strong>Objective: </strong>To analyze the effects of different stages of chemotherapy on the immune cytokines (NKG2D, IL-12, IL-15, IL-18, DC cells, TNF-a, IFN-r) in patients with non-small cell lung canc... <strong>Objective: </strong>To analyze the effects of different stages of chemotherapy on the immune cytokines (NKG2D, IL-12, IL-15, IL-18, DC cells, TNF-a, IFN-r) in patients with non-small cell lung cancer (NSCLC). <strong>Methods: </strong>106 patients who met the research requirements in the Department of oncology of the Affiliated Hospital of Chengde Medical College from September 2018 to June 2021 were included in the study. The blood levels of interleukin-12 (IL-12), interleukin-15 (IL-15), interleukin-18 (IL-18), dendritic cells (DC cells), tumor necrosis factor A (TNF-a) and the levels of immune interferon (IFN-r) and NK cell activating receptor (NKG2D) in blood before chemotherapy, after the first chemotherapy and after the second chemotherapy were analyzed. <strong>Results:</strong> Except for the viability of DC cells and DC cells, all other immune factor groups showed statistical differences. <strong>Conclusion: </strong>Chemotherapy will have a negative effect on all immune factors except DC cells. The effect of immune factors will be weakened according to the increase of the chemotherapy cycle. Therefore, immunotherapy for non-small cell lung cancer needs to be carried out before chemotherapy or in the early stage of chemotherapy to achieve better results. 展开更多
关键词 Non-Small Cell Lung Cancer CHEMOTHERAPY Immune Cytokines
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Study on the Changes and Correlation of Related Immune Factors before and after Chemotherapy in Non-Small Cell Lung Cancer
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作者 Jingjing Zhang Dianbin Song +7 位作者 Yi Dong Lu Bai Dongqi Gao Shenglin Zhang Yan Guo Fubo li Xiaolei Yu qingshan li 《International Journal of Clinical Medicine》 2022年第1期50-56,共7页
<strong>Objective:</strong> To investigate the changes of related immune cytokines (Dendritic Cells (DC) cells, CD4<sup>+</sup>, CD8<sup>+</sup>, Th17, IgG, IgM, IgA) in patients wi... <strong>Objective:</strong> To investigate the changes of related immune cytokines (Dendritic Cells (DC) cells, CD4<sup>+</sup>, CD8<sup>+</sup>, Th17, IgG, IgM, IgA) in patients with non-small cell lung cancer (NSCLC) before and after chemotherapy. <strong>Methods: </strong>Eighty-five NSCLC patients who were treated in the Oncology Department of the Affiliated Hospital of Chengde Medical College from December 2018 to February 2021 were selected as the research objects, and the patients were analyzed at different time points (before chemotherapy, after the first chemotherapy, and after the second chemotherapy) Changes in the expression levels of DC cells, CD4<sup>+</sup>, CD8<sup>+</sup>, Th17, IgG, IgM, IgA in peripheral blood, and explore their correlation. <strong>Results:</strong> Before chemotherapy, after the first chemotherapy, and after the second chemotherapy, the peripheral blood CD4<sup>+</sup> and CD8<sup>+</sup> were significantly increased, and the Th17, IgG, IgM, and IgA levels gradually decreased. The difference was statistically significant. But there was no obvious change in DC cells. <strong>Conclusion:</strong> There is no significant change in DC cells in peripheral blood of NSCLC patients before and after chemotherapy. CD4<sup>+</sup> and CD8<sup>+</sup> are significantly increased, Th17, IgG, IgM, and IgA levels are all decreased, which is a manifestation of impaired immune function of patients after chemotherapy. 展开更多
关键词 Non-Small Cell Lung Cancer CHEMOTHERAPY Immune-Related Factors
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Effect of Chemotherapy on Peripheral Blood DC Cells and Related Immune Cytokines in Patients with Non-Small Cell Lung Cancer
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作者 Jingjing Zhang Dianbin Song +7 位作者 Yi Dong Lu Bai Dongqi Gao Shenglin Zhang Yan Guo Fubo li Xiaolei Yu qingshan li 《Open Journal of Internal Medicine》 2021年第4期275-282,共8页
<strong>Objective:</strong> To analyze the effects of chemotherapy on peripheral blood DC cells and related immune cytokines (NKG2D, DC cells, TNF-a, IFN-r, HMGB-1) in patients with non-small cell lung can... <strong>Objective:</strong> To analyze the effects of chemotherapy on peripheral blood DC cells and related immune cytokines (NKG2D, DC cells, TNF-a, IFN-r, HMGB-1) in patients with non-small cell lung cancer (NSCLC). <strong>Methods:</strong> Ninety-five NSCLC patients who attended the Oncology Department of the Affiliated Hospital of Chengde Medical College from September 2018 to February 2021 were selected as the research objects, and the changes in the expression levels of DC cells, NKG2D, TNF-a, IFN-r, HMGB-1 in the peripheral blood of patients at different time points (before chemotherapy, after the first chemotherapy, and after the second chemotherapy) were analyzed, and the correlation between DC cells in blood and NKG2D, TNF-a, IFN-r, HMGB-1 at each time point was explored. <strong>Results:</strong> The expression levels of NKG2D, TNF-a, IFN-r, and HMGB-1 in the peripheral blood of the patient before chemotherapy, after the first chemotherapy, and after the second chemotherapy gradually decreased, and there was no significant change in DC cells, except for DC cells at different times. The difference between each factor of each point was statistically significant (all P < 0.05). Pearson correlation analysis showed that there was no correlation between peripheral blood DC cells of patients at different time points and other factors. <strong>Conclusion:</strong> The decrease of other immune cytokines except DC cells in peripheral blood of patients with NSCLC after chemotherapy may be one of the mechanisms by which the patient’s immune function is suppressed. There is no correlation between DC cells and other factors. 展开更多
关键词 Non-Small Cell Lung Cancer CHEMOTHERAPY NKG2D TNF-a IFN-R HMGB-1 DC Cells Immune Cytokines
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约束分级的飞行器任务指令序列编排方法
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作者 王路桥 王璐 +3 位作者 庄慧盈 吴磊 李青山 田恒宇 《航空学报》 EI CAS CSCD 北大核心 2024年第20期133-145,共13页
针对飞行器任务指令序列生成和优化问题,提出一种约束分级的任务指令序列处理框架,并进一步设计融合拓扑优化和优先级编码遗传的序列编排方法。首先,将指令及其约束建模成有向图,通过引入虚拟节点替代图中的强连通分量,实现去环效果。然... 针对飞行器任务指令序列生成和优化问题,提出一种约束分级的任务指令序列处理框架,并进一步设计融合拓扑优化和优先级编码遗传的序列编排方法。首先,将指令及其约束建模成有向图,通过引入虚拟节点替代图中的强连通分量,实现去环效果。然后,针对生成的有向无环图,通过拓扑优化构建指令序列的基本初始框架。对于抽取的强连通分量,对其节点的优先级进行编码,并在遗传过程中将其作为交叉对象的基因索引,不断迭代生成优化的指令序列片段。最后,将片段集成到初始框架中,实现任务指令序列的生成和优化。仿真结果表明:在不同规模和复杂度的指令集合场景中,相较于其它方法,本文所提方法能够显著降低指令序列的生成时间,并压缩指令序列的长度。 展开更多
关键词 序列生成 指令编排 遗传算法 任务规划 指令上注
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Inherent-attribute-aware dual-graph autoencoder for rating prediction 被引量:2
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作者 Yangtao Zhou qingshan li +5 位作者 Hua Chu Jianan li Lejia Yang Biaobiao Wei Luqiao Wang Wanqiang Yang 《Journal of Information and Intelligence》 2024年第1期82-97,共16页
Autoencoder-based rating prediction methods with external attributes have received wide attention due to their ability to accurately capture users'preferences.However,existing methods still have two significant li... Autoencoder-based rating prediction methods with external attributes have received wide attention due to their ability to accurately capture users'preferences.However,existing methods still have two significant limitations:i)External attributes are often unavailable in the real world due to privacy issues,leading to low quality of representations;and ii)existing methods lack considering complex associations in users'rating behaviors during the encoding process.To meet these challenges,this paper innovatively proposes an inherent-attribute-aware dual-graph autoencoder,named IADGAE,for rating prediction.To address the low quality of representations due to the unavailability of external attributes,we propose an inherent attribute perception module that mines inductive user active patterns and item popularity patterns from users'rating behaviors to strengthen user and item representations.To exploit the complex associations hidden in users’rating behaviors,we design an encoder on the item-item co-occurrence graph to capture the co-occurrence frequency features among items.Moreover,we propose a dual-graph feature encoder framework to simultaneously encode and fuse the high-order representations learned from the user-item rating graph and item-item co-occurrence graph.Extensive experiments on three real datasets demonstrate that IADGAE is effective and outperforms existing rating prediction methods,which achieves a significant improvement of 4.51%~41.63%in the RMSE metric. 展开更多
关键词 Rating prediction Graph convolutional network Autoencoder Inherent attribute aware
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Synthesis, bioactivity, action mode and 3D-QSAR of novel anthranilic diamide derivatives 被引量:4
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作者 Weijie liu Jiao li +5 位作者 Kai He Fangfang Huang Yi Ma Yuxin li qingshan li Fengbo Xu 《Chinese Chemical Letters》 SCIE CAS CSCD 2019年第2期417-420,共4页
To study the pesticide effect, action mode, structure-activity relationships (SARs) of anthranilic diamide insecticide and screen highly active pesticides, novel anthranilic diamide derivatives were synthesized.Bioass... To study the pesticide effect, action mode, structure-activity relationships (SARs) of anthranilic diamide insecticide and screen highly active pesticides, novel anthranilic diamide derivatives were synthesized.Bioassays indicated that all of the title compounds displayed 100% mortality against diamondback moth and oriental armyworm at 100 mg/L, among which 12 v and 12 w showed 100% insecticidal acitvity at 5 mg/L. Surprisingly compound 12 w exhibited better insecticidal acitvity than commercialized chlorantraniliprole against Pyrausta nubilalis (0.1 mg/L) and Cnaphalocrocis Medinalis (2 mg/L). 3 D-QSAR and SARs statistical analysis revealed that title compounds with R^2 fixed as methoxy had the highest probability possessing high activity. The calcium fluorescence measurements on neurons revealed that E series compounds containing pyrazinyl may have a molecular target different from caffeine on ryanodine receptors rather than the voltage-gated calcium channel present on cytomembran. 展开更多
关键词 Anthranilic DIAMIDE RYANODINE RECEPTOR INSECTICIDE Action MODE 3D-QSAR
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