In recent years， data mining algorithms have been widely employed in scientific research within the field of traditional Chinese medicine （TCM）. The data mining algorithms are used to effectively handle and analyze the complex data in TCM formulas， providing a rational explanation for the mechanism of action. This method has proven particularly useful in uncovering patterns of compatibility and frequent combinations of herbs in TCM， thereby enhancing the reliability and accuracy of clinical diagnosis， target screening， and the study of new drugs. This paper reviews and analyzes 147 papers on TCM formula research that utilize data mining algorithms. The results indicate that data mining algorithms play a unique advantage in six sub- areas， including the study on the mechanism of action in TCM formula， the dose-efficacy of TCM formulas， the identification of core drugs pairs/groups， mining the relationships among “formulas-drug-symptom”， the discovery of new formulas， and mining the compatibility law. Notably， association rules and clustering algorithms are the most representative.

Objective To evaluate the impact of customized rehabilitation exercise plans based on the results of cardiopulmonary exercise test(CPET)on cardiac function and prognosis in patients with chronic heart failure(CHF).Methods A total of 52 CHF patients admitted to Chengde Central Hospital from February 2020 to September 2021 were selected as the study subjects,and the patients were divided into observation group and control group according to the principle of randomized controlled study,with 26 cases in each group.The control group received rehabilitation treatment excluding exercise.The observation group was given routine rehabilitation treatment and high-intensity rehabilitation exercise plans based on CPET guidance.Above anaerobic threshold Δ50%power was exercise intensity,exercise time was 30 minutes/day,4 days/week,and intervention period was 12 weeks.Before and 12 weeks after intervention,CPET functional indicators,serum brain natriuretic peptide(BNP),left ventricular ejection fraction(LVEF),left ventricular end-diastolic diameter(LVEDD),and 6-minute walking distance(6MWD)were measured.The Minnesota CHF quality of life questionnaire(LiHFe)was used to evaluate patient's quality of life,readmission rate and cardiogenic mortality within 1 year of follow-up,and univariate and multivariate Logistic regression analysis was used to analyze factors affecting readmission of CHF patients.Results ① Cardiopulmonary function indicators:there was no statistically significant difference in the anaerobic threshold,peak oxygen uptake,and peak oxygen pulse of CPET functional indicators before and after intervention in the control group,after intervention,the CPET functional indicators in the observation group were significantly higher than those before intervention,and the above indexes in the observation group were significantly higher than those of the control group[anaerobic threshold(mL·min-1·kg-1):10.77±1.40 vs.9.59±1.11,anaerobic threshold(%ped):78.95±11.39 vs.70.09±6.48,peak oxygen uptake(mL·min-1·kg-1):15.63±1.36 vs.14.27±1.72,peak oxygen uptake(%ped):72.42±6.91 vs.63.41±7.31,peak oxygen pulse(mL/order):11.38±1.29 vs.9.05±1.64,peak oxygen pulse(%ped):90.23±10.16 vs.80.53±6.73,all P＜0.05].②Serum indicators,cardiac function indicators,exercise ability indicators,and quality of life evaluation:there was no statistically significant difference in serum indicators BNP,cardiac function indicators LVEDD,LVEF,exercise ability indicators 6MWD,and quality of life LiHFe scores between the two groups before intervention.After intervention,BNP and LiHFe scores were significantly reduced compared with before intervention,while LVEF and 6MWD were both increased compared with before intervention,and the changes of the above indexes in the observation group were more significant than those in the control group[BNP(ng/L):313.25±77.91 vs.445.89±110.67,LVEF:0.41±0.08 vs.0.37±0.06,6MWD(m):495.62±91.35 vs.416.04±65.29,LiHFe score:23.27±6.02 vs.29.50±4.61,all P＜0.05].③ Prognostic follow-up:the readmission rate within 1 year in the observation group was significantly lower than that in the control group(23.08%vs.53.85%),and there was no statistically significant difference in the mortality rate of cardiogenic diseases between the two groups.④Logistic univariate analysis showed that hyperlipidemia,New York Heart Association(NYHA)grading,BNP,and rehabilitation exercise were factors that affect the prognosis of CHF patients[odds ratio(OR)and 95%confidence interval(95%CI)were 0.098(0.019-0.494),0.069(0.016-0.294),1.018(1.007-1.029),and 3.889(1.178-12.841),respectively,all P＜0.05].Multivariate analysis showed that after adjusting for other factors,hyperlipidemia,NYHA grading,and BNP were risk factors affecting the prognosis of CHF patients(OR and 95%CI were 0.068(0.007-0.687),0.048(0.005-0.415),1.016(1.002-1.030),respectively,with P＜0.05],the use of rehabilitation exercise therapy was a protective factor affecting the prognosis of CHF patients[OR and 95%CI were 11.179(1.135-10.124),P＜0.05].Receiver operator characteristic curve(ROC curve)analysis showed that hyperlipidemia,NYHA grading,BNP,rehabilitation exercise therapy,and combined testing all had predictive value for the patient's prognosis(all P＜0.05),and the prediction value of joint detection was the highest,with the area under the ROC curve(AUC)=0.984 and P = 0.000.Conclusion Developing a high-intensity individualized cardiac exercise rehabilitation plan under the guidance of CPET can help improve the cardiopulmonary function,cardiac function,and quality of life of CHF patients,which is of great benefit for improving the long-term prognosis of CHF patients and has high safety.

Objective:To explore the safety and nosocomial infection control measures of COVID-19 patients of end-stage respiratory failure after lung transplantation.Methods:Lung transplantation was performed for a COVID-19 patient with end-stage respiratory failure after a negative conversion of 2019-nCoV nucleic acid. Before operation, all medical staff received simulated training on nosocomial infection. The procedures were performed in an operation room with a negative pressure environment. The three-grade preventive strategy was implemented and wearing positive pressure protective mask of electric air supply required. During operation, the patient was managed according to the in-hospital protection process. The environment and medical instruments were disinfected after operation.Results:The operation was completed successfully. The 2019-nCoV nucleic acid test was negative for many times after operation. Participants were placed in medical isolation for 14 days after surgery. During the period, nucleic acid test was negative twice.Conclusions:As an exploratory treatment, lung transplantation is a safe option for end-stage respiratory failure in COVID-19 in operation room with a negative pressure environment and implementations of three-grade preventive strategy.

Objective: To detect the expression of NRAGE protein in esophageal squamous cell carcinoma and investigate the relationship between NRAGE and therapeutic effect of radiotherapy. Methods: The expression level of NRAGE in 44 patients with esophageal squamous cell carcinoma was evaluated by immunohistochemistry and statistically analyzed along with clinical data by using multivariate analysis using Cox regression model. Results: The overall expression level of NRAGE protein in esophageal squamous cell carcinoma (P=0.025) and the expression level of NRAGE nuclear protein (P=0.008) were negatively correlated with short-term efficacy. In terms of the overall expression level of NRAGE protein, the 3-year survival rates in the strongly positive group and the positive weakly positive group were 16% and 36%(P=0.198). As for the expression of NRAGE nuclear protein, the 3-year survival rates in the strongly positive group and the positive+ weakly positive group were 0% and 41%(P<0.001). Multivariate analysis using Cox regression model demonstrated that as for the expression of NRAGE nuclear protein, the risk of death in the strongly positive group was significantly higher than those in the positive+ weakly positive group (P=0.002). Conclusion The overall expression level of NRAGE protein in the esophageal cancer is negatively correlated with the short-term efficacy of radiotherapy, whereas it is not correlated with long-term survival rate. The strongly positive expression level of NRAGE nuclear protein is negatively correlated with the short-term efficacy of radiotherapy and the long-term survival rate, prompting that NRAGE may be a molecular indicator for predicting radiation resistance and even the efficacy of radiotherapy for esophageal squamous cell carcinoma

Objective To explore the factors affecting methylphenidate (MHP)efficacy in children with attention deficit hyperactivity disorder (ADHD). Methods One hunadard eleven DSM-Ⅳ defined ADHD patients were enrolled for 6 weeks systemic MHP titration treatmnet. ADHD Rating Scale-Ⅳ Home Version (ADHD-RS-Ⅳ) were applied as index of clinical efficacy, and Continuous Performance Task (CPT) as index of cognition efficacy. Determining potential influential factors was analyzed on MPH efficacy including demographic,baseline clinical symptoms and cognitive factors. Results Sixty-five (59.1%) were defined as responders and 45 (40.9%) as non-reponders to MHP, respectively. CPT which were conducted in 87 patient showed that 35 (40.2%) were defined as responders on commission errors, 31 (35.6%) on omission errors and 10 (11.5%) on reaction time. Logistic analysis revealed two potential influential factors that predicted better clinical efficacy (P<0.05): better parental relationship (OR=3.516, 95% CI: 1.087~11.375) and baseline ADHD-RS-Ⅳ score above 35 points (OR=3.075, 95%CI: 1.131~8.359). Higher IQ score was the potential influential factor that predicted better commission errors efficacy (OR=1.085, 95%CI: 1.013~1.162) and omission errors efficacy (OR=1.078, 95%CI: 1.008~1.153). Conclusion MHP efficacy may result in better outcomes in children with ADHD who have higher baseline ADHD-RS-Ⅳ score, poorer baseline CPT result, younger onset age, higher IQ and better parental relationship.

Objective To undertake a systematic review to evaluate the efficacy and safety of olanzapine combined with fluoxetine in the treatment of negative symptoms of schizophrenia. Methods Articles published before May 31, 2017 were identified by searching the PubMed, Medline,Web of science excerpta medica database (EMBASE), Cochrane Library,China national knowledge infrastructure (CNKI), WanFang data, using the key words fluoxetine, olanzapine, schizophren* and schizophrenia. Statistical analysis were conducted by Review Manager 5.3 software according to Cochrane Handbook for meta analysis. Result A total of 5 randomized,controlled studies were included(3 Chinese and 2 English). Meta analysis showed that the efficacy of olanzapine combined with fluoxetine (combination group) in the treatment of the negative symptoms in schizophrenia was not significant difference from olanzapine alone (standradization of mean difference(SMD)=-0.61,95% CI:-1.30~0.08,P=0.08).Due to the high heterogeneity of the five studies (I2=83%>75%), Subgroup analysis which was conducted in three domestic research revealed that combination group exhibited a better efficacy in the treatment of negative symptoms in negative symptoms predominant schizophrenia (defined as score of PANSS negative subscale >30)(SMD=-1.19, 95% CI:-1.52~-0.86, P<0.01) and a lower risk to develop weight gain (SMD=0.28, 95% CI:0.13~0.57, P<0.01). Conclusion Domestic studies have provided the initial evidence that olanzapine in combination with fluoxetine is more effective and has a lower risk of weight gain than olanzapine alone in the treatment of negative symptoms for schizophrenics..

Objective To explore the difference of methylation status of CpG island in promoter re?gion of DAT1 and DRD4 genes between children with attention deficit hyperactivity disorder ( ADHD) and normal controls,and further understand the pathogenesis of ADHD from a epigenetics point of view. Methods 111 ADHD patients and 118 normal controls were enrolled in the present study. The demographic data and peripheral venous blood were collected from both groups. Bisulfite genomic sequencing ( BGS) was used to confirm the methylation status of every CpG site in promoter region of DAT1 and DRD4 genes. Results No significant differences were found between ADHD patients and normal controls on percentage of methylated CpG sites in total CpG islands for both DAT1 and DRD4 (P>0.05) . However,the percentage of methylation in No. 17 CpG site for DAT1 and No. 8 CpG site for DRD4 was higher in ADHD patients ( 23. 42% and 64.86% respectively)compared with that in normal controls(11.86% and 47.46% respectively)(P<0.05).In all samples,the percentage of methylated CpG site in total CpG island for DAT1 was higher in males com?pared with that in females(P<0.05),whereas that for DRD4 was higher in females compared with that in males (P<0.05);the same gender difference on methylation level for DAT1 was also found in ADHD patients and for DRD4 in normal controls(P<0.05) . In all samples and in ADHD patients,percentage of methylated CpG site in total CpG island for DAT1 was higher in individuals over 7 years old compared with that in indi?viduals younger than or equal to 7 years old(P<0.05). Conclusions Methylation status of CpG island in DAT1 and DRD4 genes promoter region might correlate with ADHD susceptibility.Methylation status of CpG island in DAT1 and DRD4 genes show differences in different age span and sex.

Objective To investigate the correlation of methylation status in DA T1 and DRD4 genes and severity of clinical manifestations in ADHD patients.Methods One hundrd eleven DSM-Ⅳ defined ADHD patients were enrolled in this study and the demographic data were collected.Clinical symptoms were also assessed by Attention Deficit Hyperactivity Disorder Rating Scale-Ⅳ Home Version (ADHD-RS-Ⅳ) and self-developed Oppositional Defiant Disorder (ODD) rating scale.Bisulfite genomic sequencing (BGS) was used to detect the methylation status of every CpG site in DA T1 and DRD4 promoter CpG island in peripheral venous blood.Results The DNA methylation level in total CpG island for DA T1 was higher in individuals without depression,anxiety or ADHD family history compared to individuals with above family histories (P＜0.05).The differences on methylation levels for DA T1 and DRD4 were not significant between high and low ADHD-RS-Ⅳ total score (≤30 vs.＞30),ADHD-RS-Ⅳ inattention score (≤ 17 vs.＞17),and ADHD-RS-Ⅳ hyperactivity/impulsivity score (≤13 vs.＞13) subgroups (all P＜0.05).The methylation levels in total CpG island in DA T1 was higher in individuals whose ODD score were ＜9 compared to those whose ODD score were ≥9 (P＜0.05).Conclusions Methylation status of CpG island in DAT1 may influence the severity of oppositional defiant symptom in ADHD patients,which is correlated with depression,anxiety and ADHD family histories.

As a novel cofactor of oxidoreductase, pyrroloquinoline quinone (PQQ) has a great potential of application in medicine, food industries. In order to improve the efficiency of the PQQ production by Methylobacterium extorquens AM1, the strain was treated by atmospheric and room temperature plasma (ARTP). Positive mutants with changes in PQQ yield were obtained based on a high-throughput screening approach. After ARTP treatment, analysis data show that the positive mutation rate was 31.6%. Furthermore, we obtained an excellent positive mutant M. extorquens AM1 (E-F3) with the yield of 54.0 mg/L PQQ, which was approximately 3 times as much compared with that of the wild-type strain. The robust high-throughput screening method for mutagenesis by ARTP improves PQQ production. In addition, this method also provides a new strategy for further strain improvement.
Bacterial Proteins ; biosynthesis ; High-Throughput Screening Assays ; Methylobacterium extorquens ; enzymology ; genetics ; Mutagenesis ; PQQ Cofactor ; biosynthesis ; Plasma Gases ; Temperature

Objective: To explore the application value on combined examination of blood levels of growth differentiation factor-15 (GDF-15) and NT-pro B-type natriuretic peptide (NT-proBNP) in patients after successful cardiopulmonary resuscitation (CPR) for their recent prognosis.
Methods: A total of 102 patients with sudden cardiac arrest and successful CPR in our hospital were enrolled. Blood levels of GDF-15 were examined at immediately, 12 h and 24-48 h after CPR respectively. According to GDF-15 levels, the patients were divided into 3 groups: Group A, the patients with GDF-15<1200 ng/L at all-time points,n=31; Group B, GDF-15 level consistently increasing and GDF-15>1200 ng/L at all-time points,n=35; Group C, GDF-15 level consistently increasing at 12 h and 24-48 h after CPR, while it was lower at 24-48 h than 12 h after CPR,n=36. Blood levels of NT-proBNP and left ventricular ejection fraction (LVEF) were also examined. The patients were followed-up for 6 months for post-CPR death.
Results: Blood levels of GDF-15 and NT-proBNP were related, NT-proBNP level was changing with GDF-15 varying. GDF-15 and NT-proBNP level was negatively related to LVEF (r=-0.530,P<0.001), the patients with GDF-15>1800 ng/L and NT-proBNP>400 pg/ml had the higher mortality than those had the lower levels of GDF-15 and NT-proBNP,P<0.05. Survival analysis presented that 6 months survival rate in Group B was lower than Group A and Group C,P<0.05; survival rate was similar between Group A and Group C,P>0.05.
Conclusion: Combined examination for blood levels of GDF-15 and NT-proBNP may better predict the recent prognosis in patients who received CPR.