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点云数据在道岔关键节点几何检测应用
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作者 王东妍 于才 +2 位作者 沈鹍 张振见 李亚峰 《测绘通报》 CSCD 北大核心 2024年第3期107-112,共6页
道岔服役状态检测工序复杂,传统方法需要结合轨检车、轨距尺、支距尺和降低值测量仪进行测量,设备类型繁杂,测量工序多,对天窗时间要求较高。为提高检测效率,本文提出了一种基于点云的单开道岔关键节点测量方法。该方法利用CAD图元信息... 道岔服役状态检测工序复杂,传统方法需要结合轨检车、轨距尺、支距尺和降低值测量仪进行测量,设备类型繁杂,测量工序多,对天窗时间要求较高。为提高检测效率,本文提出了一种基于点云的单开道岔关键节点测量方法。该方法利用CAD图元信息及图卷积神经网络,实现对道岔结构三维点云数据的精确化、自动化识别、分割与提取,准确度为99.68%。同时,结合道岔结构几何先验信息,完成了对道岔结构轨距、导曲线支距、尖轨降低值等关键几何形位参数快速化精确提取。实例验证表明,本文提出的基于点云的道岔关键几何形位检测方法的测量结果与真实值误差为亚毫米级,满足实际工程检测要求,省去了多种检测设备,节约了大量天窗时间,具有较高的实用性,是未来道岔测量的发展趋势。 展开更多
关键词 三维点云数据 道岔 服役状态 卷积神经网络 激光扫描
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Research Progress of circRNAs during Epithelial- Mesenchymal Transition of Hepatocellular Carcinoma
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作者 yuqing Li Cuicui Ren +3 位作者 yu cai Chang Tian yuanyuan Jia Ge Wu 《Proceedings of Anticancer Research》 2024年第2期24-35,共12页
Hepatocellular carcinoma is prone to invasion and metastasis.It often receives a low diagnosis rate in the early stage but has an extremely high mortality rate.Epithelial-mesenchymal transformation(EMT)is a key factor... Hepatocellular carcinoma is prone to invasion and metastasis.It often receives a low diagnosis rate in the early stage but has an extremely high mortality rate.Epithelial-mesenchymal transformation(EMT)is a key factor in promoting tumor cell invasion and metastasis.Circular RNA(circRNA)is involved in regulating EMT in hepatocarcinoma cells through multiple pathways,thereby affecting the occurrence and progression of hepatocellular carcinoma.This article mainly reviews the research progress of circRNA related to EMT core transcription factors,circRNA that promotes EMT in liver cancer,and circRNA that inhibits EMT in liver cancer. 展开更多
关键词 circRNA Epithelial-mesenchymal transformation(EMT) Hepatocellular carcinoma(HCC)
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Yu Gan Long Ameliorates Hepatic Fibrosis by Inhibiting PI3K/AKT,Ras/ERK and JAK1/STAT3 Signaling Pathways in CCl4-induced Liver Fibrosis Rats 被引量:9
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作者 Hou-gang LI Peng-tao YOU +9 位作者 yu XI yu cai Yi-jun TU Meng-heng WANG Wan-ci SONG Tai-min QUAN Hui-ying REN Yan-wen LIU Han-xiong DAN Shi-qing XU 《Current Medical Science》 SCIE CAS 2020年第3期539-547,共9页
Yu Gan Long(YGL)is a Chinese traditional herbal formula which has been reported to attenuate liver fibrosis for many years and we have explored its anti-fibrotic mechanism through blocking transforming growth factor(T... Yu Gan Long(YGL)is a Chinese traditional herbal formula which has been reported to attenuate liver fibrosis for many years and we have explored its anti-fibrotic mechanism through blocking transforming growth factor(TGF-β)in the previous study.But the mechanisms associated with platelet-derived growth factor(PDGF)-BB remain obscure.In this study,we further investigated the mechanism of YGL reducing carbon tetrachloride(CCl4)-induced liver fibrosis in rats.Our results showed that YGL suppressed CCl4-induced upregulation of collagen IV(Col IV),type HI precollagen(PCHI),hyaluronuc acid(HA)and laminin(LN),which are implicated in liver fibrosis.Also,YGL reduced theα-smooth muscle actin(α-SMA)expression,which acts as the indicator of liver fibrosis.Furthermore,YGL decreased the serum levels of hepatic stellate cell(HSC)mitogen PDGF-BB and inflammation cytokines,including TNF-α,IL-1β,IL-6.Markers involved in liver fibrosis,such as Ras,p-Raf-1,p-ERK1/2,p-JNK,p-P38,p-PI3K,p-AKT,p-JAKl,p-STAT3 were downregulated significantly after treatment with YGL.Our results indicated that YGL ameliorated CCl4-induced liver fibrosis by reducing inflammation cytokines production,and suppressing Ras/ERK,PI3K/AKT,and JAK1/STAT3 signaling pathways,which provided further evidence towards elucidation of the anti-fibrotic mechanism of YGL. 展开更多
关键词 Yu Gan Long traditional Chinese herbal therapy liver fibrosis Ras/ERK PI3K/AKT JAK1/STAT3
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平台数量扩张的福利效应分析
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作者 傅联英 蔡煜 +1 位作者 陈琳琳 吕重阳 《工信财经科技》 2023年第2期12-25,共14页
数字经济领域的资本扩张,加快了平台数量扩容,由此产生的福利效应亟待评估。本文拓展了不完全竞争市场下的古诺模型,旨在探究平台数量扩张对社会福利的影响。理论分析结果表明:(1)在低固定成本的轻资产型行业中,平台数量扩张能提高社会... 数字经济领域的资本扩张,加快了平台数量扩容,由此产生的福利效应亟待评估。本文拓展了不完全竞争市场下的古诺模型,旨在探究平台数量扩张对社会福利的影响。理论分析结果表明:(1)在低固定成本的轻资产型行业中,平台数量扩张能提高社会福利;(2)在高固定成本的重资产型行业中,平台数量过度扩张会降低社会福利;(3)无论是轻资产型行业还是重资产型行业,平台数量扩张均会降低平台和行业利润。本文的研究结论有助于加深人们对平台经济发展规律的理解,为监管机构基于总福利最大化目标制定类型化的产业政策提供理论依据。 展开更多
关键词 平台经济 平台扩张 福利效应 古诺模型
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锂负极失效的全固态薄膜锂电池的直接回收再利用
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作者 夏求应 蔡雨 +5 位作者 刘威 王金石 吴川智 昝峰 徐璟 夏晖 《物理化学学报》 SCIE CAS CSCD 北大核心 2023年第8期154-162,共9页
作为微电子器件的理想电源,全固态薄膜锂电池(TFB)已经被广泛地研究了几十年,并开始进入商业化应用。然而,目前关于失效TFB的回收与再利用的研究几乎没有,这将会阻碍TFB的可持续发展。本工作针对因金属锂负极失效而造成电池失效的TFB,... 作为微电子器件的理想电源,全固态薄膜锂电池(TFB)已经被广泛地研究了几十年,并开始进入商业化应用。然而,目前关于失效TFB的回收与再利用的研究几乎没有,这将会阻碍TFB的可持续发展。本工作针对因金属锂负极失效而造成电池失效的TFB,提出了一种简单的基于最常见LiCoO_(2)(LCO)/LiPON/LiTFB(F-TFB)的直接回收再利用的方法。研究发现,F-TFB中的金属锂负极薄膜在循环过程会被部分氧化从而造成电池失效。我们提出利用无水乙醇溶液有效地溶解并去除F-TFB上失效的金属锂负极部分,从而快速地回收底层的LCO/LiPON薄膜。结构分析和表面分析结果表明,回收的LCO/LiPON薄膜中的LCO正极的晶体结构、LCO/LiPON的界面结构以及LiPON电解质的表面保持完好,使其再利用成为了可能。进一步地,我们在回收的LCO/LiPON薄膜上依次沉积了LiPON和Li薄膜,构建得到了电化学性能恢复的LCO/LiPON/LiTFB,并获得了与新制备的TFB相一致的比容量(0.223 m Ah·cm^(-2))、良好的倍率性能和循环寿命(500次循环后容量保持率为77.3%)。这种简单而有效的回收再利用方法有望延长固态电池的使用寿命,减少能源和资源消耗,促进固态电池的可持续发展。 展开更多
关键词 固态锂电池 薄膜电池 锂负极失效 回收 可持续发展
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高校传承体育非物质文化遗产的困境及路径研究——以黄山学院为例
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作者 喻彩 陈江沄 王庆庆 《黄山学院学报》 2023年第5期80-83,共4页
黄山市体育非物质文化遗产作为徽州文化的重要组成部分,是古徽州劳动人民的智慧结晶。随着社会经济的发展,体育非物质文化遗产的传承问题逐渐凸显。黄山学院作为黄山市唯一一所本科院校,在传承体育非物质文化遗产方面仍然有一定的困境... 黄山市体育非物质文化遗产作为徽州文化的重要组成部分,是古徽州劳动人民的智慧结晶。随着社会经济的发展,体育非物质文化遗产的传承问题逐渐凸显。黄山学院作为黄山市唯一一所本科院校,在传承体育非物质文化遗产方面仍然有一定的困境。文章运用文献资料法、专家访谈法对黄山学院参与黄山市体育非物质文化遗产保护的路径进行研究,旨在为高校参与体育非物质文化遗产的保护方面提供理论依据。 展开更多
关键词 高校 体育非物质文化遗产 困境 路径
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基于Entropy-Kmeans++的尾矿库安全风险分级预警模型
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作者 于猜 吴欣乾 +2 位作者 刘志远 刘芳 许晖 《现代矿业》 CAS 2023年第6期207-212,共6页
针对尾矿库安全监管难度大、安全防范意识不足的问题,提出了一种基于Entropy-Kmeans++的尾矿库安全风险分级预警模型。首先,以某尾矿库为例,根据尾矿库现状确定威胁尾矿库安全的主要因素,建立适用于该尾矿库的评价指标体系;其次,运用熵... 针对尾矿库安全监管难度大、安全防范意识不足的问题,提出了一种基于Entropy-Kmeans++的尾矿库安全风险分级预警模型。首先,以某尾矿库为例,根据尾矿库现状确定威胁尾矿库安全的主要因素,建立适用于该尾矿库的评价指标体系;其次,运用熵权法(Entropymethod)获取各指标对应的权重信息,得到各个数据点的风险综合评分;接着,采用Kmeans++算法对风险评价结果进行聚类,得到风险评价结果的划分等级。最后运用该模型确定每个数据点对应的风险等级。结果表明:尾矿库安全风险分为低风险、较低风险、中风险、较高风险、高风险5类,该模型的评价结果与该尾矿库的实际安全情况一致,能够有效对该尾矿库的安全风险进行预警。 展开更多
关键词 尾矿库 Kmeans++ 信息熵 相关性分析 风险分级
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Clinical Observation of rhIL-2 Combined with Zhenqi Fuzheng and BaofuKang Suppository in the Treatment of Cervical Intraepithelial Neoplasia II with HPV Infection 被引量:4
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作者 yu cai Jianjun Zhai +1 位作者 Jinping Xun Xiaojin He 《Open Journal of Obstetrics and Gynecology》 2020年第8期1045-1055,共11页
<strong>Objective: </strong><span style="font-family:""><span style="font-family:Verdana;">To investigate the clinical effects of</span><a name="_Hlk26140... <strong>Objective: </strong><span style="font-family:""><span style="font-family:Verdana;">To investigate the clinical effects of</span><a name="_Hlk26140736"></a><span style="font-family:Verdana;"> recombinant human interleukin-2 (rhIL-2) combined with </span><a name="_Hlk26140744"></a><span style="font-family:Verdana;">Zhenqi Fuzheng and Baofukang on cervical intraepithelial neoplasia II (CINII) combined with human papilloma virus infection. </span><b><span style="font-family:Verdana;">Methods: </span></b><span style="font-family:Verdana;">There were 593 patients diagnosed with CINII with HPV infection, including 296 in the control group and 297 in the experimental group. The control group was given only Zhenqi Fuzheng oral and Baofukang suppository vaginal medicine. The experimental group was treated with rhIL-2 injection in addition to Zhenqi Fuzheng oral and Baofukang suppository vaginal medicine which is treated for 3 months. After 3 months, Thinprep cytologic test (TCT), human papilloma virus (HPV) quantitative examination and colposcopy biopsy were reviewed. </span><b><span style="font-family:Verdana;">Results:</span></b><span style="font-family:Verdana;"> After 3 months of treatment, the negative conversion rate and total effective rate of HPV in the control group were 58.11% and 70.95% respectively, and the negative conversion rate and total effective rate of the experimental group were 79.46% and 90.57% respectively. There was significant difference between the two groups (p = 0.000). The curative rate of cervical lesions was significantly higher in the test group than in the control group, 89.56%, 68.91%, respectively. The statistical difference between the two groups is significant (p = 0.000). </span><b><span style="font-family:Verdana;">Conclusion:</span></b><span style="font-family:Verdana;"> It has an essential clinical value that HPV infection patients and cervical intraepithelial neoplasia II associated with </span><a name="_Hlk47768779"></a><span style="font-family:Verdana;">HPV infection patients are treated by rhIL-2 combined with Zhenqifuzheng and Baofukang, </span><a name="_Hlk47805707"></a><span style="font-family:Verdana;">which is safe, effective, non-invasive, reusable advantages. However, the long-term efficacy and side effects need to be further studied.</span></span> 展开更多
关键词 Cervical Intraepithelial Neoplasia II Human Papilloma Virus Recombinant Human Interleukin-2 Zhenqi Fuzheng Baofukang
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去腐生肌膏治疗压疮的疗效观察与护理经验
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作者 王盈 于才 《中医临床研究》 2023年第24期142-145,共4页
目的:评价北京市大兴区中西医结合医院去腐生肌膏在治疗压疮中的临床疗效,并总结了相应护理经验。方法:研究时间为2016年10月―2019年1月,对象为罹患压疮患者,而后分组,指导原则为随机抽签法,具体组别为对照组、治疗组,每组34例。常规... 目的:评价北京市大兴区中西医结合医院去腐生肌膏在治疗压疮中的临床疗效,并总结了相应护理经验。方法:研究时间为2016年10月―2019年1月,对象为罹患压疮患者,而后分组,指导原则为随机抽签法,具体组别为对照组、治疗组,每组34例。常规清洁各组皮损部位待完全干燥后,对照组给予生肌玉红膏治疗方案,治疗组给予去腐生肌膏治疗方案。比较组间患者压疮的愈合时间及总有效率。结果:愈合时间组间比较,治疗组、对照组愈合时间分别为(10.97±3.56)d、(13.11±2.95)d,P=0.01<0.05,治疗组愈合时间明显优于对照组,差异均有统计学意义。临床有效率组间比较,差异无统计学意义,但治疗组治愈率为79.41%(27/34),对照组为52.54%(18/34),差异具有统计学意义(P<0.05)。结论:去腐生肌膏治疗压疮的疗效优于生肌玉红膏,去腐生肌膏是在生肌玉红膏基础上加用红升增加去腐生肌之功,白及收敛止血、消肿生肌,乳香、没药祛瘀行气、消肿止痛,冰片通经络、行气活血、散瘀止痛,去腐生肌膏能够提高压疮患者的愈合率,缩短创面的愈合时间,而且可使患者免受清创之苦,降低患者疼痛度,具有较高的临床应用价值,去腐生肌膏在应用过程中的安全程度也可以得到有效保障。 展开更多
关键词 去腐生肌膏 生肌玉红膏 压疮 护理
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Research Progress of miRNA in Diabetic Nephropathy
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作者 Yan Du yu cai +2 位作者 Chang Tian yuanyuan Jia yu Feng 《Journal of Clinical and Nursing Research》 2023年第6期172-178,共7页
Diabetic nephropathy(DN)accounts for approximately 20-40%of diabetic patients.It is one of the most common microvascular complications of diabetes and an important cause of end-stage renal disease(ESRD).Renal biopsy h... Diabetic nephropathy(DN)accounts for approximately 20-40%of diabetic patients.It is one of the most common microvascular complications of diabetes and an important cause of end-stage renal disease(ESRD).Renal biopsy histopathology is an important means for early clinical diagnosis of DN,but because it is an invasive examination,it is not easily accepted by patients due to risks such as bleeding,infection,and thrombosis.Therefore,finding new biomarkers for diagnosing DN is of great significance for early treatment and improving patient prognosis.MicroRNA(miRNA)is a type of highly conserved endogenous non-coding RNA.More and more studies have shown that miRNA is involved in the pathological process of DN and renal fibrosis.This article summarizes the relevant research on miRNA in DN. 展开更多
关键词 Diabetic nephropathy MIRNA circRNA FIBROSIS APOPTOSIS INFLAMMATION
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Clinical Observation of Misoprostol before and after Painless Induced Abortion 被引量:1
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作者 yu cai Huilian Huang +1 位作者 Jianjun Zhai Bibo Feng 《Pharmacology & Pharmacy》 2021年第5期91-99,共9页
<b>Background: </b>Though painless abortion is a safe, effective and excellent method of artificial abortion, intravenous anesthesia cannot effectively expand the cervix. Hard and tight cervix often affect... <b>Background: </b>Though painless abortion is a safe, effective and excellent method of artificial abortion, intravenous anesthesia cannot effectively expand the cervix. Hard and tight cervix often affects the operation and easily inducesabortion complications. Misoprostol can induce uterine contraction and soften the cervix. <b>Objective:</b> To investigate the clinical effect of misoprostol on abortion before and after painless induced abortion. <b>Methods:</b> 600 case pregnant women were divided into three groups: A, B and C, 200 case in each group. All patients were anesthetized. In group A, misoprostol 0.2 ug was placed in the posterior fornix of vagina 2 hours before the operation of induced abortion;in group B, misoprostol 0.2 ug was not only placed in the posterior fornix of vagina 2 hours before the operation of induced abortion but also taken orally 2 hours and 6 hours after the operation;in group C, misoprostol was not used before and after the operation. The operation time, intraoperative bleeding volume, postoperative bleeding, the percentage of cervical relaxation and the rate of incomplete abortion among the three groups were compared. <b>Results:</b> Compared with group A and group B, the operation time of group C was longer and the amount of bleeding was more (P < 0.05), but there was no significant difference between group A and group B (P > 0.05). The duration of bleeding in group B was less than that in group A (P < 0.05). The percentage of cervical relaxation in group A and B was higher than that in group C (P < 0.05). The rate of incomplete abortion in group B < group A < group C (P < 0.05), and there was no residual uterine cavity in group B. <b>Conclusion:</b> The use of misoprostol before and after painless induced abortion can not only shorten the time of operation, reduce intraoperative and postoperative vaginal bleeding, but also has not incurred incomplete abortion(primary outcome). 展开更多
关键词 Painless Induced Abortion MISOPROSTOL Incomplete Induced Abortion
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Current Situation and Improvement Strategies of Teaching Engagement by Teachers in Higher Medical Colleges Under the Background of“New Medical Education”
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作者 yuanyuan Jia yu cai +3 位作者 Ge Wu Siqi Wang Chang Tian yu Feng 《Journal of Contemporary Educational Research》 2023年第10期1-9,共9页
The“New Medical Education”is a new requirement for the development of medical education in the new era.As a key and core element of the construction of the“New Medical Education,”the engagement in teaching work of... The“New Medical Education”is a new requirement for the development of medical education in the new era.As a key and core element of the construction of the“New Medical Education,”the engagement in teaching work of university teachers is a key issue that determines the level of teaching development of university teachers and affects the quality of talent cultivation in universities.Using the literature review method,this study analyzed 39 relevant literatures retrieved from China National Knowledge Infrastructure(CNKI)from 1997 to 2023.The concept,connotation,current situation,influencing factors,and improvement strategies of teaching engagement by university teachers were reviewed and summarized.The results showed that the issue of teaching engagement by university teachers has not received high attention in the field of higher education,especially in higher medical education,which has not yet been reported.Although the overall number of literature is not large,some of the conclusions have important implications for the next research on the influencing factors and mechanisms of double-qualified teacher engagement in higher medical colleges. 展开更多
关键词 New Medical Education Higher education Double-qualified teachers Teaching engagement Improvement strategy
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Construction and Practice of Teaching Staff and Teaching Quality Monitoring System in University Affiliated Hospitals Under the Background of Education Informatization
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作者 yu cai Ge Wu +3 位作者 yuanyuan Jia Siqi Wang Chang Tian yu Feng 《Journal of Contemporary Educational Research》 2023年第4期34-40,共7页
Objective:To build a set of teaching staff construction and teaching quality monitoring system suitable for clinical practice teaching in affiliated hospitals of medical colleges,achieve continuous improvement of clin... Objective:To build a set of teaching staff construction and teaching quality monitoring system suitable for clinical practice teaching in affiliated hospitals of medical colleges,achieve continuous improvement of clinical education and teaching level,and ensure the quality of medical education talent cultivation.Methods:A modern clinical practice teaching quality monitoring system is constructed based on organizational structure construction,teaching staff system construction,quality control system construction,and information platform construction,combined with external audit and evaluation.Results:The hospital has established a Faculty Development and Teaching Evaluation Office specifically responsible for the cultivation of clinical teachers and the evaluation and supervision of teaching quality.A relatively complete teacher construction and teaching quality monitoring system has also been established for clinical practice teaching,thus achieving integration with the school’s quality control system in terms of management mechanism.At the same time,a set of teaching quality control mode based on the“Internet+”platform has been created by means of informatization.At present,this mode has won three national computer software copyrights and two second prizes for school-level teaching achievements.Conclusion:Through five years of practice,an“Internet+”teaching quality evaluation and monitoring system with the characteristics of teaching hospitals affiliated to local medical colleges has been established.In order to further standardize the training system of clinical teachers in affiliated hospitals,achieve self-monitoring and self-improvement in terms of teaching quality,and ensure the continuous improvement of clinical teaching quality,we will continue to promote the development of clinical teachers with quality and excellence,enrich the main team of quality monitoring,guide the transformation of the education mode from being“centered on teachers”to being“centered on students,”and realize the integration of internal and external quality monitoring systems. 展开更多
关键词 Clinical practice Education informatization Teacher training Teaching quality Monitoring system
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Effects of Aspirin on Pregnancy Outcome and Serum Endothelin-1 and Thrombomodulin Levels in Pregnancy Patients with Chronic Hypertension 被引量:1
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作者 yu cai Jianjun Zhai +2 位作者 Bibo Feng Rui Chen Xingyue Tian 《Open Journal of Obstetrics and Gynecology》 2021年第8期1073-1080,共8页
<strong>Objective:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> To investigate the effect of aspirin on pregnancy out... <strong>Objective:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> To investigate the effect of aspirin on pregnancy outcome and serum levels of endothelin-1 (ET-1) and thrombomodulin (TM) in pregnancy patients with chronic hypertension. </span><b><span style="font-family:Verdana;">Methods:</span></b><span style="font-family:Verdana;"> Selected patients with chronic hypertension (mild to moderate) during pregnancy, who were enrolled and delivered in the Beijing Tongren Hospital Department of Obstetrics and Gynecology between January 1, 2019 and December 30, 2020. The patients were randomly divided into control group (60) and experimental group (60). The control group was treated with labetalol and the test group was treated with labetalol and aspirin. The therapeutic effect and pregnancy outcome of the two groups were compared. The serum levels of ET-1 and TM were measured before treatment and one week after treatment. </span><b><span style="font-family:Verdana;">Results:</span></b><span style="font-family:Verdana;"> Systolic blood pressure (SBP) decreased significantly one week after treatment in the two groups (P < 0.05). One week after treatment, the values of ET-1 and TM in the experimental group were significantly lower than those in the Control Group, the difference is statistically significant (P < 0.05). The incidence of Preeclampsia, intrauterine growth retardation, oligohydramnios, placental abruption, Cesarean section and preterm birth in the experimental group was significantly lower than that in the control group. There was significant difference between the two groups, especially Preeclampsia and Intrauterine Growth Retardation (P < 0.05). </span><b><span style="font-family:Verdana;">Conclusion:</span></b><span style="font-family:Verdana;"> Besides routine treatment, aspirin can improve the outcome of pregnant women with chronic hypertension, which may be related to the regulation of ET-1 and TM by aspirin.</span></span></span></span> 展开更多
关键词 Pregnancy with Chronic Hypertension ASPIRIN Maternal and Fetal Outcomes ET-1 TM
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融合评分矩阵和评论文本的深度神经网络推荐模型 被引量:6
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作者 周传华 于猜 鲁勇 《计算机应用研究》 CSCD 北大核心 2021年第4期1058-1061,1068,共5页
针对个性化推荐中用户评分矩阵数据集稀疏,用户和项目描述信息未充分利用的问题,提出融合评分矩阵和评论文本的深度神经网络推荐模型(deep neural network recommendation model,DeepRec)。首先将通过数据预处理得到的用户偏好特征和项... 针对个性化推荐中用户评分矩阵数据集稀疏,用户和项目描述信息未充分利用的问题,提出融合评分矩阵和评论文本的深度神经网络推荐模型(deep neural network recommendation model,DeepRec)。首先将通过数据预处理得到的用户偏好特征和项目属性特征的文本集合分别输入到卷积神经网络进行训练,得到用户和项目的深层次非线性特征,同时将评分矩阵输入多层感知机得到用户偏好隐表示,并对两种模型提取的用户偏好隐表示进行融合;其次利用多层感知机建模用户和项目隐表示对用户进行个性化推荐;最后基于三组数据集以均方根误差为评估指标进行对比实验。结果表明DeepRec的预测误差更低,有效提高了推荐的精准度。 展开更多
关键词 评分矩阵 评论文本 卷积神经网络 多层感知机 数据稀疏
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The Role of IL-2, IL-4, IL-10 and IFN-γ Cytokines Expression in the Microenvironment of Cervical Intraepithelial Neoplasia
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作者 yu cai Jianjun Zhai +2 位作者 yumei Wu Rui Chen Xingyue Tian 《Advances in Reproductive Sciences》 CAS 2022年第4期106-114,共9页
Objective: To investigate the role of IL-2, IL-4, IL-10 and IFN-γ cytokines in the microenvironment of cervical intraepithelial neoplasia. Methods: 180 patients participating were enrolled in this trial, where 50 cas... Objective: To investigate the role of IL-2, IL-4, IL-10 and IFN-γ cytokines in the microenvironment of cervical intraepithelial neoplasia. Methods: 180 patients participating were enrolled in this trial, where 50 cases are in control group, 50 cases are in low-grade squamous intraepithelial lesion (LSIL) group, 50 cases are in high-grade squamous intraepithelial lesion (HSIL) group, and 30 cases have cervical carcinoma. ELISA methods are used to detect the expression of IL-2, IL-4, IL-10 and IFN-γ in the lavage fluid, and all data is analyzed using one-way analysis of variance. Results: The expression of IL-2 and IFN-γ in cervical lavage fluid gradually decreases with the aggravation of the lesion. The expression of IL-4 and IL-10 increases by the aggravation of pathological changes. There were statistically significant differences in IL-2 level among the four groups. IFN-γ levels are significantly different between the cervical cancer group and the other groups, also between HSIL and LSIL group, and between HSIL and the control group, but no statistically significant difference was observed in IFN-γ e between LSIL and the control group. The expressions of IL-4 and IL-10 between the cervical cancer group and the other groups were significantly different, and also between HSIL and the control group. But there was no statistically significant difference between LSIL and the control group, HSIL and LSIL. Conclusion: The cytokines of IL-2, IL-4, IL-10 and IFN-γ in the microenvironment of the cervix play an important role in the occurrence and development of cervical intraepithelial neoplasia. This study may provide the evidence for diagnosis and treatment of cervical intraepithelial neoplasia. 展开更多
关键词 Cervical Intraepithelial Neoplasia IL-2 IL-4 IL-10 IFN-Γ Vaginal Lavage Fluid
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异规模出租车企业服务质量考评样本量确定方法 被引量:1
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作者 余才 朱顺应 王红 《武汉理工大学学报(交通科学与工程版)》 2020年第2期378-382,共5页
针对对不同规模出租车企业进行服务质量抽检的实际问题,将质量考评分为综合服务质量和劣质服务质量考核2种.综合服务质量考评以相同的精度、置信度,并考虑企业服务质量差异、多属性差异确定异规模企业的样本量.劣质服务质量考评以相同... 针对对不同规模出租车企业进行服务质量抽检的实际问题,将质量考评分为综合服务质量和劣质服务质量考核2种.综合服务质量考评以相同的精度、置信度,并考虑企业服务质量差异、多属性差异确定异规模企业的样本量.劣质服务质量考评以相同高概率拒收劣质服务为原则.以两种方案确定的样本量较大值确定最终样本量.文中以武汉市出租车企业服务质量考评为例进行实例研究并付诸实施.实践证明该方法能满足异规模企业公平考核要求. 展开更多
关键词 巡游出租车 服务质量 企业规模 公平考核 样本量
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Interferon-alpha-2b induces autophagy in hepatocellular carcinoma cells through Beclin1 pathway 被引量:3
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作者 Jun Zhao Ming-Li Wang +4 位作者 Zeng Li Dong-Mei Gao yu cai Jun Chang Shi-Ping Wang 《Cancer Biology & Medicine》 SCIE CAS CSCD 2014年第1期64-68,共5页
Objective: To determine whether Interferon-alpha-2b(IFN-α2b) can modulate the autophagic response in hepatocellular carcinoma cells.Methods: Hepatocellular carcinoma cells were treated with IFN-α2b. Autophagy was as... Objective: To determine whether Interferon-alpha-2b(IFN-α2b) can modulate the autophagic response in hepatocellular carcinoma cells.Methods: Hepatocellular carcinoma cells were treated with IFN-α2b. Autophagy was assessed by acridine orange staining, GFP-LC3 dotted assay, transmission electron microscopy and immunoblotting.Results: Acridine orange staining showed that IFN-α2b triggered the accumulation of acidic vesicular and autolysosomes in HepG2 cells. The acridine orange HepG2 cell ratios were(4.3±1.0)%,(6.9±1.4)%, and(13.1±2.3)%, respectively, after treatment with 100, 1,000, and 10,000 IU/mL IFN-α2b for 48 h. A markedly punctate pattern was observed in HepG2 cells treated with 10,000 IU/mL IFN-α2b for 48 h, but only diffuse and weakly fluorescent GFP-LC3 puncta was observed in control cells. HepG2 cells treated with 10,000 IU/mL IFN-α2b for 48 h developed autophagosome-like characteristics, including single- or double-membrane vacuoles containing intact and degraded cellular debris. The Beclin1 and LC3-II protein expression was up-regulated by IFN-α2b treatment.Conclusion: Autophagy can be induced in a dose-dependent manner by treatment with IFN-α2b in HepG2 cells, and the Beclin1 signaling pathway was stimulated by IFN-α2b. 展开更多
关键词 肝癌细胞 干扰素-Α 自噬 HepG2细胞 诱导 IFN-γ 细胞治疗 吖啶橙
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栀子苷单克隆抗体的制备与鉴定
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作者 张海霞 尹湘君 +5 位作者 刘姝伶 程发峰 王庆国 于才 魏玮 王雪茜 《中医药信息》 2019年第1期1-4,共4页
目的:制备特异性的栀子苷(Geniposide,GEN)单克隆抗体。方法:采用高碘酸钠氧化法合成栀子苷免疫抗原,通过对BALB/c小鼠进行免疫;对血清进行检测阳性后,取上述免疫小鼠的脾细胞与小鼠骨髓瘤细胞SP2/0-Ag14按10∶1的比例融合;用间接竞争EL... 目的:制备特异性的栀子苷(Geniposide,GEN)单克隆抗体。方法:采用高碘酸钠氧化法合成栀子苷免疫抗原,通过对BALB/c小鼠进行免疫;对血清进行检测阳性后,取上述免疫小鼠的脾细胞与小鼠骨髓瘤细胞SP2/0-Ag14按10∶1的比例融合;用间接竞争ELISA法和有限稀释法进行单克隆杂交瘤细胞的筛选;用阳性细胞株诱导制备腹水抗体;用辛酸硫酸铵法纯化抗体,并进行交叉反应检测。选择血清效价高且敏感性好的小鼠,采用杂交瘤细胞技术进行细胞融合,筛选分泌栀子苷单克隆抗体的杂交瘤细胞株;采用体内诱生腹水法制备栀子苷单克隆抗体,并通过正辛酸纯化的方法纯化腹水中抗体蛋白,采用SDS-PAGE法对抗体蛋白的纯化纯度进行检测。结果:获得了能分泌抗栀子苷单克隆抗体稳定的杂交瘤细胞株。SDS-PAGE结果说明经过纯化腹水中大量的杂蛋白能够被除去,获得的栀子单克隆抗体纯度较高,纯化后腹水中抗体效价与纯化前比均为60 000∶1左右。结论:成功获得了能分泌栀子苷单克隆抗体稳定的杂交瘤细胞株,特异性、灵敏度都比较高,为样品中的栀子苷快速微量检测及免疫亲和色谱柱的制备奠定了基础。 展开更多
关键词 栀子苷 单克隆抗体 制备 鉴定 杂交瘤细胞 酶联免疫吸附法
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Relationship between full-thickness macular hole and retinal break/lattice degeneration 被引量:2
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作者 Jinglin Zhang Yonghao Li +3 位作者 Xiujuan Zhao yu cai Xiling yu Lin Lu 《Eye Science》 CAS 2015年第4期156-159,共4页
Background: The purpose is to investigate the relationship between full-thickness macular hole(MH) and retinal break(RB) and/or lattice degeneration.Methods: Patients diagnosed as full-thickness MH and referred to Dr.... Background: The purpose is to investigate the relationship between full-thickness macular hole(MH) and retinal break(RB) and/or lattice degeneration.Methods: Patients diagnosed as full-thickness MH and referred to Dr. Lin Lu from January 2009 to December 2013 were evaluated. All patients underwent general ophthalmologic examinations, fundus examination and optical coherence tomography(OCT). The RB and/or lattice degeneration were recorded.Results: Totally 183 eyes of 167 patients were included. The sex ratio of men to women was 1:2.88. A total of 17 eyes were pseudophakic and 166 eyes were phakic. RB and/or lattice degeneration were found in 62 eyes(33.88%). The prevalence of RB and/or lattice degeneration was similar between men and women(P=0.344>0.05). There was no statistical difference between the pseudophakic eyes and phakic eyes(P=0.138>0.05). All of the RB and/or lattice degeneration were located near or anterior to the equator. The inferior quadrants and the vertical meridian were af ected more often than the superior quadrants and the horizontal meridian.Conclusions: We identified a high incidence of RB/lattice degeneration in cases of full-thickness MH. Carefully examination of the peripheral retina and prophylactic treatment of RB and/or lattice degeneration are critical. 展开更多
关键词 视网膜 变性 子样 光学相干断层成像 眼晶状体 斑裂 眼科检查 赤道附近
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