In traditional medicine and ethnomedicine,medicinal plants have long been recognized as the basis for materials in therapeutic applications worldwide.In particular,the remarkable curative effect of tradi-tional Chinese medicine during corona virus disease 2019(COVID-19)pandemic has attracted extensive attention globally.Medicinal plants have,therefore,become increasingly popular among the public.However,with increasing demand for and profit with medicinal plants,commercial fraudulent events such as adulteration or counterfeits sometimes occur,which poses a serious threat to the clinical out-comes and interests of consumers.With rapid advances in artificial intelligence,machine learning can be used to mine information on various medicinal plants to establish an ideal resource database.We herein present a review that mainly introduces common machine learning algorithms and discusses their application in multi-source data analysis of medicinal plants.The combination of machine learning al-gorithms and multi-source data analysis facilitates a comprehensive analysis and aids in the effective evaluation of the quality of medicinal plants.The findings of this review provide new possibilities for promoting the development and utilization of medicinal plants.

Objective:To investigate the present situation of unintended pregnancy within two years postpartum and its influencing factors in China.Methods:Participants who delivered a live birth at 60 hospitals in 15 provinces in the eastern, central and western regions of China during July 2015 to June 2016 were interviewed by using structured questionnaire. Information on occurrence of unintended pregnancy within 2 years after delivery, postpartum contraceptive use, sexual resumption, breastfeeding, and women′s socio-demographic characteristics, and so on, were collected. Life-table analysis, cluster log-rank tests and a 2-level Cox regression model were used for data analysis.Results:A total of 18 045 postpartum women were investigated. The cumulative 1- and 2-year unintended pregnancy rates after delivery were 5.3% (95% CI: 4.5%－6.1%) and 13.1% (95% CI: 11.3%－14.8%), respectively. Cox regression model analysis showed that the risk of unintended pregnancy within 2 years postpartum were increased in younger women, ethnic minorities, women with abortion history, and those who had a vaginal delivery with short lactation time and late postpartum contraceptive initiation (all P<0.01). The risk of postpartum unintended pregnancy was not associated with geographic regions and hospitals where women gave a birth (all P>0.05). Conclusions:In China, the risk of unintended pregnancy within 2 years after delivery is relatively high. Service institutions and service providers should improve the quality of postpartum family planning services, promote the use of high effect contraceptive methods, and educate women to use a method at the time of their sexual resumption or even before.

Objective: To analyze the prognostic factors of adult nonclear cell renal cell carcinoma (nccRCC). Methods: The clinical data of 286 patients with pathologically diagnosed one specific type of nccRCC after radical nephrectomy and nephron sparing surgery(NSS) in the affiliated hospital of Qingdao university followed up from January 2012 to January 2019 were retrospectively analyzed.There were 159 males and 127 females. Their age ranged from 17 to 81 years old, with an average age of 53. Based on the AJCC combination stage, 218 cases were in stage Ⅰ, 56 cases were in stage Ⅱ, 9 cases were in stage Ⅲ, 3 cases were in stage Ⅳ. Assay indicators were collected, including lymphocyte percentage(LY%)(31.5±10.5), neutrophil-lymphocyte ratio(NLR)(2.6±2.8), albumin(40.9±4.7)g/L, prealbumin(255.0±74.3)mg/L, lactate dehydrogenase (LDH)(201.0±174.0)U/L, creatine kinase isoenzyme (CK-MB)(20.0±62.1)U/L, total cholesterol(4.9±1.0)mmol/L, blood urea nitrogen/creatinine (BUN/Cr)(12.9±9.9), blood glucose(5.4±1.3)mmol/L, triglyceride(1.4±1.1)mmol/L, low-density lipoprotein cholesterol (LDL-C)(2.9±0.8)mmol/L. The optimal cut-off value of the above indexes were obtained by the receiver operating characteristic curve(ROC) in the SPSS software, and difference between high cut-off and low cut-off divided basing on the optimal cut-off value were evaluated respectively. The prognostic factors of adult nccRCC were evaluated by univariate and multivariate Cox proportional hazards regression analysis. Kaplan-Meier survival curve was used to study the survival relationship. The log-rank test were used to compare survival rate in two groups. The prognostic factors of nccRCC were analyzed after the results above were presented. Prognostic factors in renal chromophobe cell carcinoma and papillary cell carcinoma were analyzed by the same method. Results: The 286patients were followed up from 1 to 87 months, with an average of 43.9 months. The 3-year and 5-year survival rates were 93.8% and 89.3%, respectively. Results of univariate and multivariate Cox regression model revealed that AJCC combined staging (HR=2.38, 95%CI1.48-3.83), LDH(HR=2.99, 95%CI1.16-7.69), blood glucose (HR=4.13, 95%CI 1.74-9.78), CK-MB (HR=3.85, 95%CI1.63-9.08) were independent prognostic factors of nccRCC. NLR(HR=8.28, 95%CI1.66-41.35) and LDH(HR=9.82, 95%CI2.94-32.82) were the independent prognostic factor in the renal chromophobe cell carcinoma subgroup and the papillary renal cell carcinoma subgroup, separately. Conclusions AJCC combination stage, LDH, blood glucose and CK-MB are independent prognostic factors of adult nccRCC. Patients with low LDH, hypoglycemia, CK-MB and early AJCC stage have better prognosis. NLR is an independent predictor of renal chromophobe cell carcinoma, and the low NLR group has a better prognosis and higher survival rate. LDH is an independent predictor of papillary renal cell carcinoma and low LDH is beneficial to patients' prognosis. NLR and LDH can be used as a prognostic indicator for clinical evaluation in renal chromophobe cell carcinoma and papillary renal cell carcinoma, respectively.

Objective To compare the lung volume before and after the operation for the treatment of chronic empyema with CT 3-dimensional imaging,and to evaluate its role in the assessment of pulmonary function. Methods A total of 78 patients with chronic empyema from 2000 to 2016 in our hospital were enrolled in this study.The patients were divided into two groups according to the operational styles,with 47 cases in the decortication group and 31 cases in the catheter drainage group respectively.Reformation of the chest CT data was used to determine the lung volumes and the routine pulmonary function tests(PFT)were performed before and after the operation. The lung volumes and the PFT results before and after the operation were compared between the two groups with t test. Then multiple linear regression analysis was applied to test the relationship between the lung volumes and the values of PFT after the operation. Results The mean lung volume of catheter drainage group was(1 548±467)cm3,while it was(1 418±802) cm3for the decortication group preoperatively(t=1.665,P=0.07).After the operation,the mean lung volume of decortication group was(2 677±815)cm3,while it was(2 169±185)cm3for the catheter drainage group. There was statistically significant difference for the increase of lung volume between the two groups after operation(t=2.371,P<0.05).There was no significant difference between the two groups before the operation for the values of the PFT(t=1.467 to 1.874,P>0.05). After the operation, the values of the PFT in the decortication group were higher than those in the catheter drainage group(t=1.990 to 2.799, P<0.05). The changes of postoperative lung volume were positively correlated with the values of the PFT(β=0.312 to 0.701,P<0.05). Conclusions Decortication has a better effect on the lung volume and the pulmonary function for patients suffered from chronic empyema. CT modeling (3-dimensional-imaging) is an effective method for evaluating the pulmonary function of postoperative lung according to the lung volume measurement.

Objective To establish a new method for the verification of the interior quality control products of Medical Laborato ry by using the quality control data of the two groups to check the quality of the interior quality control products during the verification.Methods Take use of quality control data of HBsAg,HCV-Ab,Syphilis antibody and HIV antibody of two time periods before and after during the period of validity to analyze difference in the two groups before and after data and judge the stability of interior quality control products between the before and after.Results There was no significant difference between the two groups in the data of before and after(P＞0.05),indicating that the control products maintained stability during the process.The difference of the two groups of HBsAg was statistically significant(P＜0.05),indicating that the control product did not maintain good stability during this period,and measures should be taken.Conclusion Make statistical analysis of the mean((x)) and standard deviation(s) calculated from the quality control data obtained from the laboratory quality control,analyzing data whether the differences between the two time periods was statistically significant,so as to achieve internal quality control during product verification purposes

Objective To investigate the immunomodulatory effects of Tetrastigma hypoglaucum Planch in the treatment of rheumatoid arthritis. Methods Sixty SD rats were ramdomly divided into normal control group, model control group,low-,middle-and high-dose Tetrastigma hypoglaucum Planch groups (50,100 and 200 mg.kg-1,respectively),and tripterygium glycosides tablet group. Except for normal control group,rheumatoid arthritis model was established by using bovine typeⅡcollagen in SD rats of the other groups. Organ index,plasma levels of IL-1β,IL-6,TNF-αand anti-CⅡin rat rheumatoid arthritis models were evaluated. Results The kidney index of the low-dose/middle-dose Tetrastigma hypoglaucum Planch groups were significantly different from that of the model control group (P<0.05). Significant difference was also found in the spleen index between the high-dose Tetrastigma hypoglaucum Planch group and the normal control group ( P<0.05) . The plasma levels of IL-1β,IL-6,TNF-αand anti-CⅡantibody were significantly higher in the model control group than in the normal control group. Meanwhile, the plasma IL-1β, IL-6 and TNF-α levels of the middle-dose/high-dose Tetrastigma hypoglaucum Planch groups were significantly lower than those of the model group ( P<0.01) . The levels of anti-CII antibody were significantly lower in the low-,middle-and high-dose Tetrastigma hypoglaucum Planch groups than in the model control group. Conclusion It is worthwhile to explore and develop Tetrastigma hypoglaucum Planch since it possesses immunomodulatory effects and may be applied in the treatment of rheumatoid arthritis.

Objective To evaluate the efficacy and safety of combination therapy of oxaliplatin and S-1 vs oxaliplatin and docetaxel for advanced gastric cancer (AGC)patients.Methods From April 201 1 to Janu-ary 201 3,62 cases of AGC were collected in the Fifth People′s Hospital of Qinghai Province.All cases were randomly divided into group A (31 cases)and B (31 cases)by random number table.In group A,oxaliplatin plus S-1 was administered,and in group B,oxaliplatin plus docetaxel was applied.The response rate (RR), time of diseases controlled rate (DCR),progression-free survival (PFS),overall survival (OS)and adverse reactions of the two groups were observed and compared.Results There were no statistically differences between group A and group B in RR (48.4% vs 54.8%),DCR (67.7% vs 77.4%),mPFS (5.4 months vs 6.2 months),mOS (9.0 months vs 9.8 months),and the statistical values were as follows:χ2 =0.26,P =0.71 1 ;χ2 =0.73,P =0.393;χ2 =0.51 ,P =0.473;χ2 =0.03,P =0.829.The incidence of degrees Ⅰ-Ⅱperipheral neuropathy (9.7% vs 22.6%),nausea and vomiting (1 2.9% vs 32.3%)in group A were signifi-cantly lower than those in group B (χ2 =5.78,P =0.002;χ2 =4.63,P =0.01 6).Conclusion Both the two chemotherapies are similar in therapeutic effect for patients with AGC.Oxaliplatin plus S-1 treatment may be better than oxaliplatin plus docetaxel in the tolerance of patients.

In recent years, infrared spectroscopy (IR) caught the attention due to its advantages of convenient, fast, nondestructive and pollutionfree for simultaneous determination of multiponents. This article reviewed the application of mid-IR and near infrared spectroscopy (NIRS) in the authentic identification, quantitative analysis on active components, quality control on Chinese patent medicine, and detections on production process of Chinese herbal medicine both at home and abroad. Along with the IR technique and its related theoretical development, IR has a broad development prospect in Chinese medicine research field.

OBJECTIVE:To study the synthesis technology of Ligustilide dipolymer (compound Ⅰ). METHODS:Using phthalic anhydride(compoundⅡ)as raw materials,sodium borohydride was reduced to phthalide(compound Ⅲ),and then syn-thesize ligustilide dipolymer after 4 steps. Ligustilide dipolymer was characterized by 1H-NMR and 13C-NMR. The synthesis technol-ogy of fifth step was optimized by orthogonal test with catalyzer,reaction temperature and reaction time as factors using yield as in-dex. The validation test was conducted. RESULTS:The optimal synthesis technology of fifth step was as follows as aluminium mu-riate of catalyzer,reaction temperature of 150 ℃,reaction time of 5 h. The average yield of validation test was 56.16%(RSD=1.23%,n=3). Total reaction yield was 24.4%,and the purity of target product was 99.4%. CONCLUSIONS:Ligustilide dipoly-mer is synthesized successfully;synthetic process is stable,and its quality is controllable.

Multiple cropping has a long history in China, and been used widely in other countries of the world. Be-cause the multiple cropping of medicinal plants (MCMP) partially alleviates land-use contradiction between medici-nal plants and crops, this cropping system is an optimization for cultivation pattern of traditional Chinese medicine (TCM), and important for sustainable development of TCM resources. In this paper, we reviewed the concept, devel-opment history, theoretical basis, and main patterns about MCMP, analyzed the effect of multiple cropping on growth, yield, effective components, pest and disease control of medicinal plants, evaluated the ecological and economic ben-efits of MCMP, and discussed issues and prospects in the research of MCMP. This information can be useful for the medicinal plant cultivators.