1.Discriminative patterns of traditional Chinese medicine in the non-interventional treatment of malignant lung tumors based on real-world data analysis
Chinese Journal of Cancer Biotherapy 2024;31(3):271-276
[摘 要] 目的:基于临床病历信息系统,采用数据挖掘方法从真实世界角度分析中医药非介入治疗肺恶性肿瘤的辨治规律。方法:收集2015年1月1日至2021年12月31日北京中医药大学东直门医院病历系统中诊断为肺恶性肿瘤的患者病史、刻下症和用药信息,在剔除使用介入治疗手段的病例后建立数据库。采用Microsoft Office Excel 2019对高频药物的频数、四气五味、归经及功效进行描述性统计,并对病史和刻下症反映的症状进行数据化统计;对统计得到的高频药物和症状信息借助SPSS Modeler 18.0软件中Apriori算法对核心数据进行关联规则分析,并用Web节点构建关联网状图;借助SPSS Stastistics 23.0进行聚类分析。结果:共纳入119例未进行介入治疗的肺恶性肿瘤患者,中医常见症状为咳嗽、白痰、喘憋、纳差、眠差、痰黏、便秘、乏力、胸闷、气短;药物四气以温药最多;五味以甘味最多;归经以肺经频率最高。关联规则结果显示,二项支持度最高的组合为半夏→柴胡、半夏→瓜蒌、杏仁→麻黄;三项关联支持度最高的组合为半夏→茯苓、柴胡,杏仁→麻黄、半夏,半夏→杏仁、柴胡,半夏→瓜蒌、贝母。聚类结果聚为3类,依次为肺阴虚证、痰热壅肺证和肺气虚证。结论:中医药非介入治疗肺恶性肿瘤的中医药辨治规律为:聚类证型依次为肺阴虚证、痰热壅肺证和肺气虚证。治疗多用和解少阳、行气止咳平喘和清虚热化痰饮为主,药物以半夏、甘草、黄芩、茯苓、柴胡多见。
2.Issues in centralized procurement with volume of medical consumables in public hospitals
Lihua WU ; Jiaqing MIAO ; Siwei DU ; Jiawen TAN ; Zhilun YANG ; Donglan YU ; Qingtang ZHU
Modern Hospital 2024;24(5):757-761
Objective In the context of expanding in size and improving the quality of medical consumables,the"one product,one policy"approach has brought challenges to the management of consumables in public hospitals.This study investi-gated the potential management problems in the process of centralized procurement with volume of medical consumables in a pub-lic tertiary hospital in Guangdong Province,and accordingly worked out the corresponding management countermeasures and then assessed their implementation effects.Methods The fishbone diagrams was applied to systematically analyze the potential prob-lems in the implementation process of centralized procurement with volume of medical consumables.Targeted measures were worked out from May to July 2023 in the hospital.The time series data of centralized procurement of coronary stents,pacemak-ers,tubular/end-to-end anastomoses,and spinal products from December 2022 to December 2023 were analyzed.Changes in the monthly implementation rate and contract completion volume pre-and post-intervention were measured to evaluate the effectiveness of the intervention.Results The fishbone diagrams analysis revealed that the primary factors impeding procurement implementa-tion were internal system flaws,personnel management inadequacy,supply issues,and an absence of an information system.Post-intervention,the monthly implementation rate(t=-4.19,P<0.05)and contract completion(t=-2.38,P<0.05)significantly improved.Conclusion The implementation of intervention management for centralized procurement with volume of medical consumables can effectively promote the related implementation effect in the department.In the context of centralized pro-curement,clinical and health management personnel need to bolster their professionalism to ensure the procurement management efficiency and quality.It is crucial to deepen policy understanding and implementation,enhance production and distribution process supervision and disciplinary mechanisms,ensure multi-departmental coordination for supply security,and improve hospi-tal information systems and procurement platforms.
3.Construction and Implementation of the Big Data Security Management System for Medical Alliance
Dahong ZHOU ; Yifan HUANG ; Hongqian WANG ; Siwei MIAO ; Ying LI
Journal of Medical Informatics 2024;45(6):68-73
Purpose/Significance The data security management system is built based on the big data of medical alliance to achieve the purpose of enhancing data protection,reducing security risks and improving data security.Method/Process By analyzing the busi-ness scenario of medical alliance,data security policies and application security technologies are established in the full life cycle of collec-tion,transmission,storage,processing,sharing and destruction,and the construction of data security system is improved.Result/Con-clusion The data security management system is a"safety belt"for the business of medical alliance.With a clear security system and standards as the outline,it provides an effective path for the legal and compliant development of hospital business and establishes a feed-back mechanism.
4.Resting-state functional MRI observation on relationship between functional connectivity of frontoparietal network and cognitive function in patients with cerebral small vessel disease
Ting LEI ; Wei YAN ; Siwei TANG ; Huiling ZHOU ; Haiqing LI ; Yuxing JIANG ; Xi HE ; Miao HE ; Jiarui SONG ; Lijing ZHOU ; Yajun LI ; Li CHEN
Chinese Journal of Medical Imaging Technology 2024;40(5):718-723
Objective To observe the relationship between functional connectivity(FC)of frontoparietal network(FPN)and cognitive function in patients with cerebral small vessel disease(CSVD)using resting-state functional MRI(rs-fMRI).Methods rs-fMRI of 50 CSVD patients with cognitive impairment(CI group),65 CSVD patients with normal cognition(NC group)and 60 healthy controls(HC group),as well as outcomes of neuropsychological tests were retrospectively analyzed.Brain regions with different FC of FPN were compared among 3 groups and between each 2 groups.Partial correlation analysis was used to evaluate the correlations of FC of brain regions value being statistically different between CI and NC groups and cognitive scores.Results Significant differences of FC in bilateral cingulate gyrus,left middle frontal gyrus,right supramarginal gyrus,right inferior parietal lobule and right medial superior frontal gyrus were found among groups(FWE correction,all P<0.05).Compared with NC group,FC of left cingulate gyrus decreased,of right inferior frontal gyrus and right medial superior frontal gyrus increased in CI group(FWE correction,all P<0.05).The decreased FC value of left cingulate gyrus was negatively correlated with clock drawing test score in CSVD patients(r=-0.159,P=0.049).Conclusion CSVD patients with or without CI had extensive abnormal FC of FPN,and the left cingulate gyrus was associated with patient's cognitive function.
5.Impact factors related to HIV voluntary counseling and testing of pregnant women in Liangshan Yi Autonomous Prefecture, Sichuan.
Siwei LI ; Shize ZHANG ; Yanxi LI ; Weiting YANG ; Lin JIANG ; Xing CHANG ; Hui LIU ; Ying HUANG ; Xin WEN ; Yanfang YANG ; Hailiang YU ; Fengyu MIAO ; Zhongfu LIU
Chinese Journal of Preventive Medicine 2015;49(11):1014-1016
China
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Counseling
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Female
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HIV Infections
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diagnosis
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Humans
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Pregnancy
6.Effects of Extracorporeal Shock Wave on Spasticity of Biceps Brachii after Stroke
Siwei XU ; Yun MIAO ; Yanyan YU ; Qiang QU ; Wenhua CHEN
Chinese Journal of Rehabilitation Theory and Practice 2014;20(12):1140-1143
Objective To observe the effects of extracorporeal shock wave therapy (ESWT) on spasticity of biceps brachii after stroke. Methods 12 patients with spasticity of biceps brachii after stroke were divided into control group (n=6) and ESWT group (n=6). The ESWT group received a session of ESWT and the control group received placebo treatment. All patients were assessed before and immediately after treatment, including integrated electromyogram (iEMG) and co-contraction ratio during maximum isometric voluntary contraction (MIVC) of elbow extension with surface electromyography, the modified Ashworth Scale (MAS) and content of shoulder and elbow of Fugl-Meyer Assessment (FMA). Results The scores of MAS and FMA, the iEMG and the cocontraction ratio of biceps brachii improved in the ESWT group after the treatment (P<0.05), and improved more than those in the control group (P<0.05). Conclusion ESWT can immediately relieve the spasticity of biceps brachii, inhibit the cocontraction of biceps brachii during elbow extension and improve the motor function of upper limb in patients post stroke.
7.Affinity maturation of a single chain antibody against VEGFR2 by hydrophilic shuffling.
Haidi QI ; Xiaoniu MIAO ; Juan ZHANG ; Kai GU ; Siwei ZHANG ; Min WANG
Acta Pharmaceutica Sinica 2012;47(10):1323-8
Abstract: This study is to improve the affinity of scFv-AK404R against VEGFR2. The secondary mutational library was constructed by hydrophilic shuffling in CDR3 region of the heavy chain. VEGFR2-specific screening was performed by phage display technology and the protein of mutants was expressed in periplasm of E.coli HB2151 and purified by affinity chromatography. The affinity constant of scFvs was measured by competitive ELISA, and the structure of scFvs was analyzed by bioinformatics. The result showed that a library with 6.4x10(5) scFv members was established by electro-transformation. Two mutated clones with high absorbance value were isolated after screening. After purification by affinity chromatography, electrophoretically pure scFv proteins were obtained. The competitive ELISA showed that the affinities of WZ01 and WZ02 were three times higher than that of the parental AK404R, and bioinformatics analysis showed that the enlarged contact surface and fitted closely with KDR3 surface may be the reasons for improved affinity. These results suggest that introducing hydrophilic amino acids to the heavy chain CDR3 region is an effective approach to improve the affinity of scFv.


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