Clinical decision support(CDS) systems with automated alerts integrated into electronic medical records demonstrate efficacy for detecting medication errors(ME) and adverse drug events(ADEs). Critically ill patients a...Clinical decision support(CDS) systems with automated alerts integrated into electronic medical records demonstrate efficacy for detecting medication errors(ME) and adverse drug events(ADEs). Critically ill patients are at increased risk for ME, ADEs and serious negative outcomes related to these events. Capitalizing on CDS to detect ME and prevent adverse drug related events has the potential to improve patient outcomes. The key to an effective medication safety surveillance system incorporating CDS is advancing the signals for alerts by using trajectory analyses to predict clinical events, instead of waiting for these events to occur. Additionally, incorporating cutting-edge biomarkers into alert knowledge in an effort to identify the need to adjust medication therapy portending harm will advance the current state of CDS. CDS can be taken a step further to identify drug related physiological events, which are less commonly included in surveillance systems. Predictive models for adverse events that combine patient factors with laboratory values and biomarkers are being established and these models can be the foundation for individualized CDS alerts to prevent impending ADEs.展开更多
背景:临床上血管支架的使用涉及高昂的医疗费用,但同时也可能在减少患者心血管事件、改善生活质量等方面带来长期的效益,而经济学评估可以帮助决策者更好地理解治疗方法的成本与效益之间的平衡。目的:分析卫生经济学相关文献,探讨血管...背景:临床上血管支架的使用涉及高昂的医疗费用,但同时也可能在减少患者心血管事件、改善生活质量等方面带来长期的效益,而经济学评估可以帮助决策者更好地理解治疗方法的成本与效益之间的平衡。目的:分析卫生经济学相关文献,探讨血管支架效果与问题在医疗质量管理研究中的热点。方法:检索Web of Science核心集数据库关于血管支架的卫生经济学评价文献,采用VOSviewer_1.6.19软件对年度发文量、机构、国家和关键词等进行可视化分析,最后从卫生经济学和医疗质量管理角度分析血管支架效果与问题的研究热点。结果与结论:①最终纳入英文文献120篇,近10年此领域研究发文最高的年份是2019年,发文10篇,发文量最多的机构是美国哈佛大学(发文20篇),发文量最多的国家是美国(发文58篇)。②关键词聚类分析显示,裸金属支架和药物洗脱支架在冠脉疾病中的成本效果分析、血管成形术支架干预的成本效益分析、经皮冠状动脉介入治疗中应用冠脉支架的效果,这3个聚类研究方向为血管支架研究领域的卫生经济学评估的研究热点。③进一步总结医疗管理质量背景下血管支架治疗效果的研究热点为:血管支架的长期效果、安全性、药物释放机制研究、个体化治疗、再狭窄问题和支架镶嵌技术。④高被引文献分析结果显示,药物洗脱支架释放药物以减少血管再狭窄的风险,与裸金属支架相比再狭窄率较低,但通常成本较高;生物降解支架是结合裸金属支架和药物洗脱支架的优点,即避免长期的支架存在和减少再狭窄的风险,但它们的成本可能会更高,而且短期内可能会有一些并发症,目前应用并不广泛。⑤在进行血管支架成本效果比较时,除了直接的支架成本外,还需要考虑的因素包括支架再干预的风险和成本、并发症的风险和成本、药物治疗的持续时间和成本、患者的生活质量。因此,虽然药物洗脱支架和生物降解支架的初始成本可能高于裸金属支架,但它们可能在长期内带来更好的临床结果,从而产生更有利的成本效果。⑥未来的研究方向应注重个性化的血管支架治疗决策的制定、观察支架治疗的长期效果、支架对患者生活质量的影响、制定卫生政策、医疗资源合理分配及长期随访机制的建立。展开更多
The purpose of this study was to develop a quantitative structure–property relationship(QSPR) model based on the enhanced replacement method(ERM) and support vector machine(SVM) to predict the blood-to-brain barrier ...The purpose of this study was to develop a quantitative structure–property relationship(QSPR) model based on the enhanced replacement method(ERM) and support vector machine(SVM) to predict the blood-to-brain barrier partitioning behavior(log BB) of various drugs and organic compounds. Different molecular descriptors were calculated using a dragon package to represent the molecular structures of the compounds studied. The enhanced replacement method(ERM) was used to select the variables and construct the SVM model. The correlation coefficient, R^2, between experimental results and predicted log BB was 0.878 and 0.986, respectively. The results obtained demonstrated that, for all compounds, the log BB values estimated by SVM agreed with the experimental data, demonstrating that SVM is an effective method for model development, and can be used as a powerful chemometric tool in QSPR studies.展开更多
The design and screening of nanoparticles for therapeutic applications (nanodrugs) belong to an emerging research area, where surface based analytical techniques are promising tools. This study reports on the interact...The design and screening of nanoparticles for therapeutic applications (nanodrugs) belong to an emerging research area, where surface based analytical techniques are promising tools. This study reports on the interaction of electrostatically assembled nanoparticles, developed for non-invasive administration of human insulin, with cell membrane mimics. Interactions between the nanoparticles and differently charged surface-supported model membranes were studied in real-time with the quartz crystal microbalance with dissipation monitoring (QCM-D) technique, in some experiments combined with optical reflectometry. Based on the experimental observations, we conclude that structural rearrangements of the nanoparticles occur upon adsorption to negatively charged lipid membranes. The degree of nanoparticle deformation will have important implications for the induced release of the protein drug load. The presented results provide an example of how a surface-based experimental platform can be used for evaluation of nanosized drug carriers.展开更多
基金Supported by The Agency for Healthcare Research and Quality,No.R18HS02420-01
文摘Clinical decision support(CDS) systems with automated alerts integrated into electronic medical records demonstrate efficacy for detecting medication errors(ME) and adverse drug events(ADEs). Critically ill patients are at increased risk for ME, ADEs and serious negative outcomes related to these events. Capitalizing on CDS to detect ME and prevent adverse drug related events has the potential to improve patient outcomes. The key to an effective medication safety surveillance system incorporating CDS is advancing the signals for alerts by using trajectory analyses to predict clinical events, instead of waiting for these events to occur. Additionally, incorporating cutting-edge biomarkers into alert knowledge in an effort to identify the need to adjust medication therapy portending harm will advance the current state of CDS. CDS can be taken a step further to identify drug related physiological events, which are less commonly included in surveillance systems. Predictive models for adverse events that combine patient factors with laboratory values and biomarkers are being established and these models can be the foundation for individualized CDS alerts to prevent impending ADEs.
文摘背景:临床上血管支架的使用涉及高昂的医疗费用,但同时也可能在减少患者心血管事件、改善生活质量等方面带来长期的效益,而经济学评估可以帮助决策者更好地理解治疗方法的成本与效益之间的平衡。目的:分析卫生经济学相关文献,探讨血管支架效果与问题在医疗质量管理研究中的热点。方法:检索Web of Science核心集数据库关于血管支架的卫生经济学评价文献,采用VOSviewer_1.6.19软件对年度发文量、机构、国家和关键词等进行可视化分析,最后从卫生经济学和医疗质量管理角度分析血管支架效果与问题的研究热点。结果与结论:①最终纳入英文文献120篇,近10年此领域研究发文最高的年份是2019年,发文10篇,发文量最多的机构是美国哈佛大学(发文20篇),发文量最多的国家是美国(发文58篇)。②关键词聚类分析显示,裸金属支架和药物洗脱支架在冠脉疾病中的成本效果分析、血管成形术支架干预的成本效益分析、经皮冠状动脉介入治疗中应用冠脉支架的效果,这3个聚类研究方向为血管支架研究领域的卫生经济学评估的研究热点。③进一步总结医疗管理质量背景下血管支架治疗效果的研究热点为:血管支架的长期效果、安全性、药物释放机制研究、个体化治疗、再狭窄问题和支架镶嵌技术。④高被引文献分析结果显示,药物洗脱支架释放药物以减少血管再狭窄的风险,与裸金属支架相比再狭窄率较低,但通常成本较高;生物降解支架是结合裸金属支架和药物洗脱支架的优点,即避免长期的支架存在和减少再狭窄的风险,但它们的成本可能会更高,而且短期内可能会有一些并发症,目前应用并不广泛。⑤在进行血管支架成本效果比较时,除了直接的支架成本外,还需要考虑的因素包括支架再干预的风险和成本、并发症的风险和成本、药物治疗的持续时间和成本、患者的生活质量。因此,虽然药物洗脱支架和生物降解支架的初始成本可能高于裸金属支架,但它们可能在长期内带来更好的临床结果,从而产生更有利的成本效果。⑥未来的研究方向应注重个性化的血管支架治疗决策的制定、观察支架治疗的长期效果、支架对患者生活质量的影响、制定卫生政策、医疗资源合理分配及长期随访机制的建立。
文摘The purpose of this study was to develop a quantitative structure–property relationship(QSPR) model based on the enhanced replacement method(ERM) and support vector machine(SVM) to predict the blood-to-brain barrier partitioning behavior(log BB) of various drugs and organic compounds. Different molecular descriptors were calculated using a dragon package to represent the molecular structures of the compounds studied. The enhanced replacement method(ERM) was used to select the variables and construct the SVM model. The correlation coefficient, R^2, between experimental results and predicted log BB was 0.878 and 0.986, respectively. The results obtained demonstrated that, for all compounds, the log BB values estimated by SVM agreed with the experimental data, demonstrating that SVM is an effective method for model development, and can be used as a powerful chemometric tool in QSPR studies.
文摘The design and screening of nanoparticles for therapeutic applications (nanodrugs) belong to an emerging research area, where surface based analytical techniques are promising tools. This study reports on the interaction of electrostatically assembled nanoparticles, developed for non-invasive administration of human insulin, with cell membrane mimics. Interactions between the nanoparticles and differently charged surface-supported model membranes were studied in real-time with the quartz crystal microbalance with dissipation monitoring (QCM-D) technique, in some experiments combined with optical reflectometry. Based on the experimental observations, we conclude that structural rearrangements of the nanoparticles occur upon adsorption to negatively charged lipid membranes. The degree of nanoparticle deformation will have important implications for the induced release of the protein drug load. The presented results provide an example of how a surface-based experimental platform can be used for evaluation of nanosized drug carriers.
