Data mining, as known as knowledge discovery in databases, is a non-trivial process of revealing the implied, previously unknown and potentially useful information from the massive data. In recently years, the applications of data mining in the field of pharmaceutical research of traditional Chinese medicine have widespread. Especially in the field of the heritage of experiences of na-tional medical masters, data mining plays an important role. In this study, we would expound of the use of methods of data mining in the heritage of experiences of national medical masters, and analyze their advantages and disadvantages, such as association rules, Bayesian networks, neural networks, and decision trees.
Data Mining ; Databases, Pharmaceutical ; Medicine, Chinese Traditional ; Neural Networks (Computer)

Objective To explore the factors influencing serum trough concentration of vancomycin in pediatric patients with severe gram-positive cocci pneumonia. Methods The general information, the biochemical test results, and plasma concentration of vancomycin were collected from 93 pediatric patients with severe gram-positive cocci pneumonia. The relative factors influencing trough concentration of vancomycin were analyzed retrospectively. Results With the dosage of 40-60 mg/(kg·d), serum trough concentration of vancomycin were between 10-20 mg/L in 26 patients, <10 mg/L in 54 cases, ≥20 mg/L in 13 cases. The ALT, AST, GFR, and γ-GT were significantly different among three groups (P<0.05); the 10-20 mg/L group had the highest levels of AST and γ-GT, the ≥20 mg/L group had the highest level of ALT and the lowest level of GFR. Multiple linear regression analysis showed that GFR was negatively linearly correlated with the serum trough concentration of vancomycin (R2=0.039, P<0.05). The median serum trough concentration of vancomycin in pediatric patients with GFR≥90, 60–90, 30–60 mL/(min·1.73m2) were 8.66, 18.21, 8.45 mg/L respectively, and the difference is statistically significant (P<0.05). Conclusions The serum trough concentration of vancomycin is negatively linearly correlated with GFR in pediatric patients with severe gram-positive cocci pneumonia. The patients with impaired renal function are easier to reach the target serum trough concentration of vancomycin. Clinical use of vancomycin should follow the low doses in the range the guideline recommended, and the serum trough concentration should be closely monitored.

Objective To summarize the clinical characteristics,diagnosis and management methods and prognosis of hepatorrhagia and splenorrhagia of newborns.Methods A retrospective review of clinical data of neonates with hepatorrhagia and splenorrhagia in perinatal period was performed from June 1,1992 to June 1,2009 in Nanjing Children's Hospital.Results There were twenty-three neonates suffered from hepatorrhagia and splenorrhagia in the perinatal period.There were 12 macrosomias and 6 preterm newborns.Abnormal birth history (65.2%,15/23),including caesarean section,fetal distress,application of vacuum extractor,prolonged labour and precipitate labor,were most commom reasons of hepatorrhagia and splenorrhagia,and birth injuries [47.8% (11/23)]was subsequent.In all cases,14 cases were hepatorrhagia,six were splenorrhagia,three were hepatorrhagia and splenorrhagia simultaneously.Primary early symtoms included low response,sleepiness (91.3%,21/23);jaundice 78.3% (18/23);pallor and anemia 73.9% (17/23);abdominal distension (65.2%,15/23) and so on.Ultrasonography and computed tomography may make a definite diagnosis.Fifteen newborns underwent non-operative treatment and 8 received hemostatic laparotomy.The general mortality was 13.0%(3/23).Conclusions Hepatorrhagia and splenorrhagia of neonates in perinatal period is associated with macrosomias,abnormal birth history and preterm birth,and birth injuries were the major etiological factors.Clinical presentations are nonspecific which maybe asociated with the degree of blood loss.Abdominal ultrasonography is an optimal diagnostic method.Nonoperative management may be successful in hemodynamically stable patients,while immediate intervention,such as laparotomy,is required to control persist bleeding.

In this article we built formula database of health food containing Gardeniae Fructus with Traditional Chinese Medicine Inheritance Support System (V2.0). And on this basis, use data mining method such as association rules of the software, to analyze commonly used formula raw materials or materials combination of formula containing Gardeniae Fructus and raw material application having assisted function formula to protect chemical liver injury. The result shows that of the 71 health food formulas containing Gardeniae Fructus, most used materials are Gardeniae Fructus, Lycii Fructus, Angelica Sinensis Radix, Poria and so on. Commonly used materials combination mostly are Gardeniae Fructus and Lycii Fructus, Gardeniae Fructus and Angelica Sinensis Radix, Gardeniae Fructus and Poria, Gardeniae Fructus and Paeonia. There are nearly 18 healthcare functions of the health food containing Gardeniae Fructus, and most of these are assisted functions to protect chemical liver injury, and then immune modulating function. Of 23 formulas containing Gardeniae Fructus having assisted function formula to protect chemical liver injury, Gardeniae Fructus usually combined with traditional Chinese medicine which nourishs blood and liver such as Pueraria, Lycii Fructus, Hawthorn, Paeonia and Turnjujube. Analyzing formula raw materials application of health food containing Gardeniae Fructus contributes a lot to the further development and utilization.
Chemical and Drug Induced Liver Injury ; drug therapy ; Data Mining ; methods ; Drugs, Chinese Herbal ; chemistry ; pharmacology ; Food, Organic ; Fruit ; chemistry ; Gardenia ; chemistry ; Medicine, Chinese Traditional ; methods

Objective To compare the effects of different surgical techniques for treatment of concealed penis. Methods A retrospective review of 219 patients underwent surgical correction of concealed penis between 1986 and 2007 was performed. The mean age was (10.3±2.4) years(3-15 years). The penile length was (1.9±0. 5)cm(0. 5-3. 0 cm)before operation. Ninty-three patients were the severe degree of concealed penis. The others were the moderate degree. All patients under-went operation with different techniques, including Johnston's technique in 34, Devine's technique in 42, modified Devinds technique in 125 and Brisson's technique in 18. The increased length of penile af-ter operation was compared among the 4 groups with different surgical techniques by statistical meth-od. Results The postoperative increased length of penile in Johnston's technique, Devine's tech-nique, modified Devine's technique and Brisson's technique was (1.8 ± 0. 4) cm, (2. 0 ± 0. 5) cm, (2.1±0.4)cm and (2.3±0.4)cm respectively. The difference was significant by ANOVA test (F=13.1,P<0. 001). Devines technique, modified DevineSs technique and Brisson's technique were better than Johnston's technique considering the increased length of penile. The complication of severe penile lymphedema of 4 groups developed in 8, 5, 6 and 2 patients respectively. Conclusion Modified De-vine's technique has the satisfactory increasing of penile length for treatment of concealed penis and less complication rate after operation.

Objective To investigate the different expressions of pathological tissue and serum microRNAs (miRNAs)in Hirschsprung disease(HSCR). Methods Pathological colon tissues and serum samples were obtained from 52 confirmed HSCR cases respectively by surgery and pathology and from 52 matched controls,respectively. An initial screening of the tissues and serum microRNA expression were performed through TaqMan Low Density Array. The candidate tissue and serum miRNAs were validated by quantitative real - time - PCR in the 20 paired array samples and extra 32 paired samples after the integration of the screening result. The bioinformatical software online including miR-base,Target Scan,PicTar and MiRanda were used to predict the target mRNA of the consistent microRNAs in the tis-sues and the serum. Results Compared with the controls,47 microRNAs were differently expressed in HSCR tissues, including 17 up - regulated miRNAs and 30 down - regulated miRNAs;32 upregulated miRNAs were also detected to be differently expressed in the HSCR serum. Among these microRNAs,miR - 218 - 1 and miR - 885 - 5p were identi-fied to have a consistent significant different expression in both tissues and the serum,which were validated as high -expressed in microarray samples and expanded 32 paired samples(miR - 218 - 1:tissue array 0. 017 58 ± 0. 002 29 vs 0. 003 37 ± 0. 000 50,P ﹤ 0. 001;tissue expanded expression 0. 013 53 ± 0. 001 74 vs 0. 004 43 ± 0. 000 60,P ﹤0. 001. miR - 885 - 5p:tissue array 0. 000 30 ± 0. 000 11 vs 0. 000 04 ± 0. 0000 08,P = 0. 027 6;tissue expanded ex-pression 0. 004 59 ± 0. 000 16 vs 0. 000 04 ± 0. 000 01,P = 0. 014 5. miR - 218 - 1:serum array 0. 769 60 ± 0. 285 50 vs 0. 045 14 ± 0. 015 07,P = 0. 015 5;serum expanded expression 1. 151 00 ± 0. 430 00 vs 0. 023 07 ± 0. 003 81,P =0. 008 7. miR -885 -5p:serum array 1. 595 00 ±0. 441 70 vs 0. 169 40 ±0. 034 46,P =0. 001 2;serum expanded expres-sion 1. 689 00 ±0. 453 00 vs 0. 146 10 ± 0. 031 24,P = 0. 001 2). Specifically,the target genes of these 2 microRNAs were RET,PLAG1 and NeuroD1,which had been reported to be directly related to HSCR. Conclusions Significantly dif-ferential expressed miRNAs exist in the pathological tissue and the serum of HSCR. MiR - 218 - 1 and miR - 885 - 5p, which showing consistent differential expression,may be involved in the pathogenesis of HSCR.

Objective To investigate the diagnostic value of non-invasive cardiac output parameters:cardiac index (CI) and minute distance (MD), in premature infants with patent ductus arteriosus (PDA) and determine the cut-off value. Methods Clinical data of 98 premature infants admitted to the neonatal intensive care unit from January 2015 to June 2015 were collected. These premature infants were divided into the treated PDA group (n=30),the untreated PDA group (n=28) and the normal premature group (n=40) based on the results of echocardiogram in the first three days after birth and the use of drugs. Non-invasive cardiac output parameters were measured in the first three days after birth. The data were analyzed by t test, analysis of variance and SNK-q test. The diagnostic value of CI and MD for PDA was analyzed by the receiver operating characteristic curve. Results By preliminary analysis of the ROC curve,CI and MD were the most representative parameters for the diagnosis of PDA which need to be treated clinically, we thus chose CI and MD in this study. The aortic and pulmonary arterial CI and MD in the treated PDA group were significantly higher than in the untreated PDA group and the normal premature group (all P<0.05). There were no significant differences between the untreated PDA group and the normal premature group in the aortic and pulmonary arterial CI and MD (all P>0.05). The cut-off value of the aortic CI and MD was 2.95 L/(min·m2) and 21.50 m/min, respectively, while that of the pulmonary arterial CI and MD was 4.55 L/(min·m2) and 26.50 m/min, respectively. The sensitivity and specificity of the combined aortic CI and MD for the treated PDA group were 0.90 and 0.82, and those of combined pulmonary arterial CI and MD were 0.87 and 0.82;and those of combined aortic and pulmonary arterial CI and MD were 0.80 and 0.88, respectively. Conclusions The non-invasive cardiac output parameters CI and MD have good diagnostic value for the PDA needing clinical treatment, and the combined use of the two parameters can improve specificity, and help formulate the early treatment strategy for premature infants with PDA. When aortic CI was ≥ 2.95 L/(min·m2) and MD was ≥ 21.50 m/min, a preliminary diagnosis of the PDA needing clinical treatment, can be made, and simultaneously when the pulmonary arterial CI was ≥4.55 L/(min·m2) and MD was≥26.50 m/min, the arterial duct should be closed timely.

To analyze the composition regularity of prescriptions containing Scutellaria baicalensis in Drug Standard of Ministry of Public Health of the Peoples Republic of China--Chinese Patent Medicines and Preparations on the basis of the traditional Chinese medicine inheritance support system (TCMISS), in order to provide reference for new drug R&D. the platform's software V2.0 was applied to establish a database of prescriptions containing S. baicalensis. The software's statistical statement module, association rules and improved mutual information method and other data mining technologies were adopted to analyze commonly used drugs, combination rules and core combination of S. baicalensis prescriptions. Having analyzed 477 prescriptions containing S. baicalensis, the researchers summarized 45 most commonly used drug combinations, whose ingredients mostly had functions of heat-clearing and damp-drying, purging fire for removing toxin and hemostasis. Drugs adopted in core combinations were relatively concentrated and selected according to definite composition methods. There were 23 diseases that S. baicalensis were most frequently applied in the treatment. Having compared three highly frequent diseases--cold, cough and dizziness, the researchers concluded that S. baicalensis could show different therapeutic effects through different combination ratios. Therefore, TCMISS (V2.0) is an important tool in analyzing the composition regularity of traditional Chinese medicines. The longitudinal and parallel comparison method is an effective method for studying the clinical composition regularity of S. baicalensis, while providing reference for new drug R&D.
China ; Drug Compounding ; statistics & numerical data ; Drug Therapy ; statistics & numerical data ; Humans ; Plant Extracts ; analysis ; therapeutic use ; Scutellaria baicalensis ; chemistry

Objective To investigate the left ventricular (LV) torsion parameters of type B WolffParkinson-White syndrome (B-WPW) and to explore alternation of the left ventricular motion pattern in patients with B-WPW.Methods Thirty-eight patients with B-WPW were studied.And 40 volunteers were selected as control.Two-dimensional speckle tracking imaging (2D-STI) was used to acquire left ventricular torsion parameters,including peak value and time to peak value of LV twist,LV apex rotation,and LV base rotation.Apical-basal rotation delay (RDA-B) was calculated.Biplane Simpson method was used to measure LV end-diastolic volume (LVEDV),end-systolic volume (LVESV) and ejection fraction (LVEF).All above parameters were measured in patients with B-WPW before (B-WPW-B group) and after (B-WPW-A group) radiofrequency catheter ablation and in control group.The QRS width of lead Ⅱ was recorded,and the relationships between all above parameters with the RDA-B or QRS width were analyzed.Results Compared with the contrd group,in patients with B-WPW,the peak value of LV apex rotation (RotA),LV base rotation (RotB) and LV twist (TwistLV) were lower(LV base was more obvious than LV apex)(P ＜0.05),the time to RotB (TTPB) was shorter (P =0.004),RDAB was longer(P =0.002),the left ventricular enlarged and the QRS prolonged (P =0.000).After radiofrequency catheter ablation,the left ventricular torsion parameters in patients with B-WPW recovered significantly(P ＜0.05),but still lower than those in the control group(P ＜0.05).Conclusions The left ventricular motion pattern of patients with B-WPW alters,including the changes of peak value and time to peak value in LV apex rotation,LV base rotation and LV twist,as well as LV myocardium dyssynchrony.The motion pattern of LV in patients with B-WPW is improved in acute stage after radiofrequency catheter ablation but not yet recover totally.

Acupuncture Therapy ; Massage