1.Based on data mining to explore the prescription rules for treating insomnia
Zhenwei LING ; Zihui WU ; Lintao LU ; Liang KE ; Fang YUAN ; Kaihua WANG
China Modern Doctor 2025;63(20):47-50
Objective To analyze Wu Zihui's medication rules for treating insomnia through data mining technology.Methods A total of 131 medical cases diagnosed with insomnia and admitted to the Outpatient Department of Wu Zihui at the International Zhuang Medicine Hospital Affiliated to Guangxi University of Chinese Medicine from June 2020 to March 2024 were sorted out.After standardizing the entered medical case data using the Gujin Medical Case Cloud Platform V2.3.9,statistical analysis,cluster analysis and complex network analysis of the prescription drugs were conducted respectively to summarize the experience of prescription drug use and the rules of formula composition.Results A total of 131 medical cases involved 143 traditional Chinese medicines.It was concluded that the properties were mainly cold and neutral,the flavors were mainly sweet and bitter,the meridians were mainly liver and heart meridians,and high-frequency drugs,Baishao Baizhu,Nyuzhenzi etc.Cluster analysis yielded 5 clustering prescriptions.Complex network analysis of traditional Chinese medicine syndrome types and drugs can result in two core traditional Chinese medicine prescriptions for insomnia syndrome.Conclusion In the treatment of insomnia,attention should be paid to the treatment of heart,liver,spleen and kidney.The treatment principle should be to relieve liver depression,clear heat and purge fire,nourish heart and calm the mind,and supplement spleen and kidney.
2.Design and Development of Diagnosis Related Group(DRG)
Kaihua GAO ; Lü XUAN ; Yu HOU ; Jie LUO ; Ming LU ; Qinghong LI ; Hongquan YANG ; Xianchen MENG ; Xiaowei ZHU ; Mu HU ; Jing YANG
Chinese Health Economics 2025;44(4):46-49
In July 2024,the Diagnosis Related Groups(DRG)2.0 is released based on the Notice from the National Healthcare Security Administration on Issuing the DRG 2.0 and Deepening the Relevant Work.Compared with DRG 1.1,version 2.0 was established based on a wider range of suggestions regarding the Adjacent Diagnosis Related Groups(ADRG),Major Comorbidity or Complication(MCC),and Comorbidity or Complication(CC)from various institutions.A list of disease diagnoses and surgical operations that are not used as grouping rules was compiled,and grouping efficacy was further improved by upgrading the algorithms for MCC and CC with the help of AI.Meanwhile,it is necessary to pay more attention to the number of cases of ADRG,the better methods to list the MCC/CC,the suggestions of various doctors and continuously standardize the data and update the grouping scheme of DRG.
3.Design and Development of Diagnosis Related Group(DRG)
Kaihua GAO ; Lü XUAN ; Yu HOU ; Jie LUO ; Ming LU ; Qinghong LI ; Hongquan YANG ; Xianchen MENG ; Xiaowei ZHU ; Mu HU ; Jing YANG
Chinese Health Economics 2025;44(4):46-49
In July 2024,the Diagnosis Related Groups(DRG)2.0 is released based on the Notice from the National Healthcare Security Administration on Issuing the DRG 2.0 and Deepening the Relevant Work.Compared with DRG 1.1,version 2.0 was established based on a wider range of suggestions regarding the Adjacent Diagnosis Related Groups(ADRG),Major Comorbidity or Complication(MCC),and Comorbidity or Complication(CC)from various institutions.A list of disease diagnoses and surgical operations that are not used as grouping rules was compiled,and grouping efficacy was further improved by upgrading the algorithms for MCC and CC with the help of AI.Meanwhile,it is necessary to pay more attention to the number of cases of ADRG,the better methods to list the MCC/CC,the suggestions of various doctors and continuously standardize the data and update the grouping scheme of DRG.
4.Based on data mining to explore the prescription rules for treating insomnia
Zhenwei LING ; Zihui WU ; Lintao LU ; Liang KE ; Fang YUAN ; Kaihua WANG
China Modern Doctor 2025;63(20):47-50
Objective To analyze Wu Zihui's medication rules for treating insomnia through data mining technology.Methods A total of 131 medical cases diagnosed with insomnia and admitted to the Outpatient Department of Wu Zihui at the International Zhuang Medicine Hospital Affiliated to Guangxi University of Chinese Medicine from June 2020 to March 2024 were sorted out.After standardizing the entered medical case data using the Gujin Medical Case Cloud Platform V2.3.9,statistical analysis,cluster analysis and complex network analysis of the prescription drugs were conducted respectively to summarize the experience of prescription drug use and the rules of formula composition.Results A total of 131 medical cases involved 143 traditional Chinese medicines.It was concluded that the properties were mainly cold and neutral,the flavors were mainly sweet and bitter,the meridians were mainly liver and heart meridians,and high-frequency drugs,Baishao Baizhu,Nyuzhenzi etc.Cluster analysis yielded 5 clustering prescriptions.Complex network analysis of traditional Chinese medicine syndrome types and drugs can result in two core traditional Chinese medicine prescriptions for insomnia syndrome.Conclusion In the treatment of insomnia,attention should be paid to the treatment of heart,liver,spleen and kidney.The treatment principle should be to relieve liver depression,clear heat and purge fire,nourish heart and calm the mind,and supplement spleen and kidney.
5.Application of MRI-based image navigation and target selection in transcranial magnetic stimulation treatment
Li WANG ; Peng CHEN ; Xiuying WEI ; Yangjia LU ; Sijia LAI ; Kaihua WANG
Chinese Journal of Tissue Engineering Research 2024;28(26):4234-4241
BACKGROUND:In clinical application,the therapeutic effect of transcranial magnetic stimulation depends on the ability to accurately target the areas of the brain that need to be stimulated.In recent years,with the development of neuronavigation systems,mobile augmented reality technology,and the new methods of processing magnetic resonance imaging(MRI)data,the accuracy of stimulus target localization and the optimization of target selection are expected to improve further. OBJECTIVE:To review the principle of MRI-based image navigation and its application in transcranial magnetic stimulation and summarize the roles of different modal MRI data analyses in guiding the selection of target areas for transcranial magnetic stimulation. METHODS:An online computer search for relevant literature was performed in PubMed,CNKI database and WanFang database,with the keywords"transcranial magnetic stimulation,coil positioning,neuronavigation,augmented reality,magnetic resonance,theory."Finally,63 documents were included for review. RESULTS AND CONCLUSION:Among the traditional methods of positioning transcranial magnetic stimulation coils,the"5 cm rule"and the international electroencephalogram 10-20 positioning method are the most commonly used.These methods have the advantages of simplicity and economy,but they rely too much on the operator's experience and there were technical differences between operators.The neuronavigation system,which is based on stereotactic technology,is the guiding method for positioning transcranial magnetic stimulation coils with the highest visual degree and accuracy.It achieves visual positioning through MRI data acquisition,3D brain reconstruction,head model registration and stereogeometric positioning.It has high application value in clinical treatment and scientific research,but it cannot be promoted in medical institutions due to its high cost.For various medical institutions,mobile augmented reality is a cost-effective and efficient alternative to the neuronavigation system,which achieves visual positioning of brain tissue under the scalp through MRI data acquisition,2D/3D image construction,virtual image and real brain image superposition.It has the advantages of directly visualization and low cost,and is expected to be popularized and applied in primary medical units.Although the superiority of clinical efficacy of visual coil positioning over the electroencephalogram 10-20 localization strategy has not yet been fully demonstrated,with the progress of brain MRI data analysis,visual positioning is expected to further optimize the target selection strategy of transcranial magnetic stimulation therapy and to improve the response rate and individuation degree of transcranial magnetic stimulation treatment.This is a promising and challenging research direction in the future.
6.Effects of grandparent involvement in parenting on health related behaviors among urban preschoolers
LU Yitong, ZOU Chaoyi, YAO Fang, TU Wenjuan, JIANG Kaihua, GAO Yuexia, LU Qingyun
Chinese Journal of School Health 2023;44(12):1824-1827
Objective:
To explore the effects of grandparent involvement in parenting on health related behaviors among urban preschool children, so as to provide a basis for the development of interventions for unhealthy behaviors among preschool children with different parenting pattern.
Methods:
A total of 5 431 preschool children aged 3-6 years old in Xinbei District, Changzhou City, were selected by census method during January to October, 2022. General household characteristics and health related behaviors of children were investigated by questionnaires, and the differences in health related behaviors with different parenting pattern involving grandparents were explored by the χ 2 test. A multifactorial Logistic regression model was used to analyze the effects of grandparenting on preschool children s health behaviors.
Results:
About 51.2% of preschoolers were raised by both parents, 46.1 % were co parented by grandparents, and 2.7% were raised by grandparents. After multifactorial Logistic regression analysis controlling for age, gender, annual household income, and family structure, children co parented by grandparents had a reduced risk of screen exposure time>1 h/d ( OR =0.79, P <0.05), with increased risks of outdoor activity time<2 h/d ( OR =1.30, P < 0.05 ), sleep duration <10 h/d ( OR =1.31, P <0.05), sleep difficulties ( OR =1.39, P <0.05) and adverse eating behaviors ( OR =1.20, P < 0.05), compared with children parented by both parents. Children raised by grandparents were at increased risk for outdoor activity time<2 h/d ( OR =2.19) and unhealthy eating behaviors ( OR =1.39) ( P <0.05).
Conclusions
Compared with children raised by both parents, the incidence of unhealthy behaviors is increased in children raised by parents and grandparents and in children raised by full grandparents. Active intervention should be focused on unhealthy behaviors of preschool children with pareting involving grandparents to promote the physical and mental health of preschool children.
7.Study of mutation of phospholipase CE1 gene in children with primary nephrotic syndrome of Zhuang nationa-lity
Yan ZHANG ; Na LIN ; Yunguang LIU ; Yonghua LIANG ; Hengmin WANG ; Binghan LU ; Kaihua DONG ; Zebin HUANG ; Caihua LI ; Huimin CHEN
Chinese Journal of Applied Clinical Pediatrics 2020;35(23):1807-1811
Objective:To analyze the mutation sites and characteristics of phospholipase CE1( PLCE1) gene in children with primary nephrotic syndrome(PNS) in Zhuang, Guangxi, China, so as to explore the expression status of PLCE1 protein in peripheral blood of PNS patients. Methods:(1)Blood samples of 154 Zhuang children with PNS and 98 healthy children of Zhuang nationality from July 2015 to September 2017 in Affiliated Hospital of Youjiang Medical College for Nationalities were collected to sequence PLCE1 gene with FastTarget target gene capture method in the combination with next generation sequencing.Based on the comparison between mutation results and information from the database, the pathogenicity, phenotype and distribution characteristics of these mutation sites were discovered and appraised.(2)The concentration of PLCE1 protein in serum samples were measured by enzyme-linked immuno sorbent assay, then the data of PNS group and healthy control group were compared and analyzed statistically with SPSS 25.0. Results:(1)A total of 18 low-frequency mutations of PLCE1 were observed, 5 of them(c.670C>T, c.578T>C, c.923G>T, c.4916C>T, and c. 5927_5929del) were found only in the PNS group, and 3 of them occurred in both PNS group and healthy control group: c.176C>T, c.389T>C, and c. 4304C>T.Five newly discovered mutations (c.923G>T, c.958T>A, c.1151C>T, c.2341A>G, and c. 3592G>C)were discovered and only c. 923 G>T is pathogenic mutation of PLCE1.(2)The concentration of PLCE1 protein in healthy control group was 414.65 (231.20, 729.81) ng/L and the level of PLCE1 in PNS group was 237.84 (116.14, 535.85) ng/L, ( Z=-3.212, P<0.001), and the value of PNS group was lower than that in the healthy control group. Conclusions:(1)As a new pathogenic mutation of PLCE1, c.923G>T was found.(2)The phenotype of PLCE1 gene mutation in Zhuang children with PNS was diverse, and they may differ by race and region.(3) PLCE1 protein of serum may act as a protective protein to guarantee various life activities of cells by participating in multiple signal transduction pathways.
8.The dynamic changes of gene expressions in radiation-injured intestine based on RNA-sequence analysis
Jinhan WANG ; Qianying LU ; Kaihua JI ; Liqing DU ; Yan WANG ; Chang XU ; Qiang LIU
Chinese Journal of Radiological Medicine and Protection 2018;38(2):81-86
Objective To investigate the dynamic changes of gene expressions in mouse jejunum after lethal dose abdomen irradiation (ABI).Methods RNA was extracted from mouse jejunum at 0 and 6 h,3.5 and 5 d after 14 Gy 137Cs γ-ray ABI and then subjected to RNA-sequence analysis.Gene with expressions changed more than 2-fold of control were identified as differentially expressed ones.The selected genes were subsequently analyzed using IPA,Funrich,GO and KEGG software.Results Gene analysis of mouse jejunum samples showed that radiation activated p53 pathway at 6 h and 3.5 d after ABI.Interaction network analysis of genes suggested that Lck,Cdkl and Fyn,genes could play an important role in jejunum damage at 3.5 d after ABI.The gene expression profiles demonstrated that ABI up-regulated DNA damage repair pathways and down-regulated cell adhesion molecules,focal adhesion and IgA production pathways.Conclusions The p53 signaling pathway and some key genes such as Lck,Cdkl,and Fyn may contribute to the radiation-induced intestinal injury.
9.Chinese character semantic and behavioral problems in 7-8 years old children with attention deficit hyperactivity disorder:an ERP study
Lu LU ; Wenjuan TU ; Fangqiao ZHAO ; Huijuan SHEN ; Kaihua JIANG ; Xujiao PU ; Xuan DONG
Chinese Journal of Behavioral Medicine and Brain Science 2016;25(11):997-1001
Objective To explore Chinese character semantic processing feature and the relationship with behavioral problems in early childhood with ADHD.Methods Twenty ADHD children and twenty normal children (7-8 years old) performed a Chinese character semantic judgment task through event related potential (ERP),meanwhile Conners parent rating scale (PSQ) was completed by parents to analyze behavior problems in children.The relationship between behavioral problems and ERPs was analyzed.Results (1) ADHD group showed smaller amplitudes of P200 compared to the normal group (related (6.6±4.8) μV vs (11.6±6.4) μV;unrelated (6.7±3.7) μN vs (10.8±5.0) μV),and longer latency (related(240±30) ms vs (198±17)ms;the unrelated (232±26)ms vs (194±16)ms;psudoword (233±26)ms vs (197±15)ms),all P<0.05).The amplitudes of N400 wave only showed a decreasing trend in ADHD group(P>0.05),while the latency of N400 was significantly longer than that in normal children in three conditions(P<0.05).(2) Four subscale scores of CPSQ(conduct problem,learning problem,hyperactivity-impulsion and hyperactivity index) were significantly higher in ADHD children compared with normal group.(3)The amplitudes of P200 in related condition had negative correlation with the scores of CPSQ subscale (conduct problem,psychoso matic disorder,hyperactivity-impulsion and hyperactivity index) (r=-0.51,-0.47,-0.45,-0.46,all P<0.05.The latency of P200 in related condition had positive correlation with psychosomatic disorder scores (r =0.54,P=0.01).Conclusion Early semantic recognition disorder exists in 7~ 8 years old ADHD children.P200 can be used as an objective index to evaluate early childhood ADHD's language cognition,and P200 is related to behavior problems (such as conduct problem,impulsions).
10.Application of magnetic resonance diffusion tensor imaging technology in neonates with hypoxic-ischemic encephalopathy in the subacute stage
Hongxin LI ; Qian WANG ; Wenjuan TU ; Min GAO ; Kaihua JIANG ; Yajuan LU ; Xuan DONG
Chinese Journal of Applied Clinical Pediatrics 2015;30(24):1868-1872
Objective To discuss the value of magnetic resonance (MR) diffusion tensor imaging (DTI) technology in the diagnosis of the apparent diffusion coefficient (ADC) and the fraction anisotropy (FA) of neonates with hypoxic-ischemic encephalopathy (HIE) in the subacute stage.Methods Ten cases of normal full-term neonates and 34 term neonates diagnosed with HIE in the subacute stage were investigated with conventional MR and DTI.Of the 34 cases, 15 cases were mild HIE, 12 cases were moderate HIE,7 cases were severe HIE.ADC/FA values in different parts of the brain were analyzed.And the receiver operating characteristic (ROC) curve was used,the sensitivity and specificity of the FA in specific parts were also analyzed.Results (1) On convention MRI : according to the MRl scoring system,score of mild group was(2.6 ±-1.7) points, moderate group was (3.0 ± 1.5) points, severe group was (5.8 ± 1.3) points.There was significant difference between mild group and severe group, moderate and severe group (P < 0.05).(2) The ADC and FA values in each group on DTI : ADC values in all of the regions of interest (ROIs) had no statistic difference between the HIE group and the controls(all P > 0.05).FA values in posterior limb of internal capsule (PLIC) ,splenium had statistic difference between the HIE group and the controls.FA values in mild group were (0.317-0.018,0.339 ±0.025) ,moderate group (0.295 ±0.025,0.324 ±0.026) and severe group (0.252 ±0.039,0.253-0.036) and control group (0.455 ± 0.047,0.372 ± 0.032).(3) ROC analysis of the neonates diagnosed with HIE:the area under the ROC curve of FA values in PLIC, Splenium had statistic difference between mild group and moderate group (P < 0.05).The area under the ROC curve in each group was 0.744 (P =0.032) ,0.658 (P =0.164).ROC curve was used to evaluate the diagnostic accuracy of FA values in PLIC between HIE group and control group,when FA value was lower than 0.337,0.803 was the largest area under the ROC curve, and there was significant difference between them(P < 0.01).Conclusions FA values can reflect the brain white matter WM injury of HIE neonates quantitatively,and its diagnostic veracity is better than ADC value and conventional MR during the subacute phase of HIE.The diagnostic veracity of FA values in PLIC is higher than other parts.When the FA value is lower than 0.337, there is good sensitivity and specificity in diagnosis of HIE, so DTI technology can provide accurate and objective basis for clinical treatment with good sensitivity and specificity about the diagnosis of HIE in early stage.


Result Analysis
Print
Save
E-mail