1.Key Factors of Quality Formation of Fritillariae Cirrhosae Bulbus: An Analysis Based on Group-Lasso and XGBoost
Panpan WANG ; Zhenyu LIU ; Yuhan WANG ; Xueyang REN ; Kai WANG ; Guoxin LAN ; Nong ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(23):219-227
ObjectiveTo improve the quality of artificial cultivation of the source plant of Fritillariae Cirrhosae Bulbus (FCB), an XGBoost regression model was constructed based on the Group-Lasso method to screen the characteristic variables. The key factors affecting the quality formation of the source plant were then analyzed. MethodsFirstly, with the total alkaloid content (TAC) of FCB as the dependent variable, explanatory characteristic variables were screened from the influencing factors of TAC in the literature studying FCB quality from 2010 to 2024 based on the Group-Lasso regression algorithm. The screening results were verified by ten-fold cross-validation. Secondly, the present study established an XGBoost regression model to analyze the influencing factors of the quality formation of the source plant, and calculated the importance score of the explanatory characteristic variables. ResultsGroup-Lasso regression removed 2 numerical independent variables and retained the remaining 5 categorical variables and 6 numerical variables; cross-validation also showed that the number of screening variables is 11, with the corresponding optimal λ parameter value of 0.000 515 225 1. The results of XGBoost regression model confirmed the geographical origin as the most critical factor affecting the quality formation of source plants, followed by growth status and soil type, and then by mean temperature of the warmest month, original plant type, mean annual temperature, and altitude. Climate type, precipitation, frost-free period and relative humidity of the geographical origin exerted little effect. ConclusionThe prediction tools of Group-Lasso and XGBoost regression analysis models were preliminarily established for the quality formation of FCB. These models overcame the multicollinearity among numerical independent variables, and explored the geographical distribution of TAC and its key driving factors. The suitable cultivation areas can be selected or wild-tending bases established based on these key factors, thereby effectively avoiding blind introduction and cultivation. Finally, the present study provided a reference for the development and utilization of FCB, a theoretical basis for the market expansion and quality regulation, and a direction for the sustainable development and protection of new and efficient FCB resources.
2.Clinical analysis of extraperitoneal cesarean section plus forceps in repeated cesarean section
Guoxin JI ; Ruifeng DONG ; Qian ZHANG ; Lan MENG ; Fengsen XU
Chinese Journal of Primary Medicine and Pharmacy 2015;22(2):240-243
Objective To observe the clinical application of extraperitoneal cesarean section(ECS) plus forceps vs transperitoneal cesarean sections(TCS) in repeated cesarean section.Methods 98 multiparous women with scar uterus for elective repeated cesarean sections were recruited retrospectively,47 cases for ECS plus forceps(group A),and 51 cases for TCS(group B).The multiparous women with hyperglycemia not controlled,severe preeclampsia,heart disease,placenta previa,premature rupture of membrane,a history of > 1 cesarean section,myoma and/or ovarian neoplasm were excluded.Results Skin incision to baby delivery time and total operation time of group A were (7.7 ± 2.8) min and (42.8 ± 9.7) min,respectively,which were significantly shorter than (9.3 ± 3.2) min and (47.6 ± 9.4) min of group B,(t =2.700,2.497,P =0.008,0.014).There was significant difference in blood loss volume during the operation and postoperative 2 hours,which was (310.4 ± 106.3) mL,(365.3 ± 142.8) mL respectively(t =2.142,P =0.035).The Visual Analog Scale for pain (VAS pain) was (2.8 ± 1.8) in group A and (4.1 ± 1.9) in group B,respectively (t =3.252,P =0.002).The gastrointestinal function recovery mean time of group A was significantly shorter than that of group B (12.5 h versus 16.0h,t =2.771,P =0.007).And the postoperative febrile morbidity was significantly lower in group A than in group B(8.5% versus 25.5% ;x2 =4.918,P =0.033).The patients with chronic pelvic pain followed up after operation was 3 versus 12,and the difference was significant (x2 =5.143,P =0.026).There were no differences in neonatal Apgar score at 1 minute,birth asphyxia and wound healing rates.Conclusion ECS plus forceps can be safely used for repeated cesarean section,with the advantages of less operation time,less bleeding volume,lower postoperative morbidity,and fewer complications than TCS.
3.Efficacy and safety of short-term intensive statin therapy in patients with acute coronary syndrome
Lina SUN ; Ningfu WANG ; Lan KANG ; Wei GAO ; Hong LI ; Lei LAI ; Hao PAN ; Xianhua YE ; Liang ZHOU ; Guoxin TONG ; Jianmin YANG ; Peng XU ; Zhanlin ZHOU
Chinese Journal of General Practitioners 2014;(5):365-368,369
Objective To evaluate the clinical efficacy and safety of short-term intensive statin therapy in patients with acute coronary syndrome ( ACS) .Methods A total of 218 ACS patients admitted in Hangzhou First People′s Hospital from March 2013 to July 2013 were enrolled into this study .The patients were randomly assigned to receive atorvastatin 80 mg/d during hospitalization , and 40 mg/night after discharge for one month ( intensive group , n=107 );or receive atorvastin 20 mg during hospitalization and 20 mg/night after discharge for one month ( control group, n =111 ).The biochemical indexes were measured on the admission and after one-month treatment.Results After one-month treatment, the total cholesterol, triglycerides and LDL cholesterol of intensive group were significantly lower , and the high density lipoprotein cholesterol was higher than baseline values ( 0.75 ±0.14 ) mmol/L vs.( 1.52 ±0.88 ) mmol/L, P<0.05;(2.21 ±0.78)mmol/L vs.(4.55 ±1.12)mmol/L, P<0.05;(1.76 ±0.31)mmol/L vs.(2.23 ±0.77) mmol/L, P<0.05; (1.15 ±0.34) vs.(1.52 ±0.41) mmol/L, P<0.05.The liver enzymes creatine kinase in intensive group was not significantly changed , but the creatinine levels decreased (82.53 ±23.85)μmol/L vs.(57.81 ±15.27) μmol/L, P<0.05, and the blood homocysteine and ultra-sensitivity C-reactive protein levels also decreased compared with the baseline ( 10.52 ±4.66 ) mmol/L vs.(30.70 ±18.82 ) mmol/L, P <0.05;( 8.06 ±2.68 ) mg/L vs.( 19.75 ±11.91 ) mg/L, P <0.05. Conclusions Short-term intensive statin therapy can effectively reduce blood lipid , cholesterol and homocysteine levels and raise HDL cholesterol levels; also with its anti-inflammatory and renal protective effect the therapy can provide more clinical benefit for patients with ACS .
4.Absorbable rods for fixation of medial humeral epicondyle fracture in children
Jibin LAN ; Honghui DENG ; Yuxi SU ; Jiaqiang QIN ; Zhongliang WANG ; Wenquan CAI ; Guoxin NAN
Chinese Journal of Trauma 2014;30(8):786-789
Objective To discuss the effective treatments for fracture of the medial humeral epicondyle in children.Methods Twenty-five children with fracture of the medial humeral epicondyle treated from January 2008 to June 2011 were studied,including 18 males and 7 females at age of 7-14 years (mean,11.4 years).There were 7 cases accompanied with elbow joint dislocation and 2 lateral humeral epicondyle fracture.Patients were assigned to medial elbow approach to open reduction and internal fixation with absorbable rods (Group A,n =13) and open reduction and percutaneous K-wire fixation (Group B,n =12) according to the random number table.A plaster support was applied after surgery.Functional training was initiated 2-3 weeks after operation for Group A and 4-6 weeks after adequate callus formation for Group B.Moreover,follow-up was performed at regular intervals.Results All patients were followed up for 6-41 months (mean,22 months).Mean healing time was 3.8 weeks (range,3-5 weeks) in Group A and 5.6 weeks (range,4-8 weeks) in Group B.At postoperative 6 months,Bede elbow performance score was (93.7 ± 3.3) points in Group A with 10 excellent and 3 good results and (85.3 ±6.3) points in Group B with 3 excellent,7 good,and2 fair results (t=-4.24,P<0.05).Conclusion Open reduction and internal fixation with absorbable rods gains advantages of rigid immobilization,functional recovery and minor complication and hence is effective for treatment of medial humeral epicondyle fracture in children.
5.Treatment outcomes of 792 cases of esophageal carcinoma patients treated with three-dimensional radiotherapy
Jie KONG ; Xiaoning LI ; Chun HAN ; Lan WANG ; Chao GAO ; Jing ZHANG ; Hua TIAN ; Aiqin XIAO ; Guoxin MA
Chinese Journal of Radiation Oncology 2012;21(5):421-424
ObjectiveTo investigate the long term clinical result of three-dimensional radiotherapy for esophageal carcinoma,discuss the effect of correlative factors to survival and local control.Methods From July 2003 to December 2008,792 patients with esophageal cancer were eligible.Patients were treated with three-dimensional radiotherapy (672 patients) or intensity-modulated (120 patients) radiotherapy.The radiotherapy was delivered in 1.8-2.0 Gy per fraction,5 fractions per week,total dose of 50-70 Gy,(median,60 Gy).142 patients were treated by concurrent radiochemotherapy,and the other 650 patients radiotherapy alone.The local control rate and survival rate were calculated by Kaplan-Meier method.Logrank method was used for univariate analyses.Cox regression model was used for multivariate analyses.ResultsThe follow-up rate was 95.8%.The number of patients with 5 years time followed-up was 133.The 1-year,3-year and 5-year local control rates were 76.6%,53.2%,48.6%,and the 1-year,3-year and 5-year overall survival rates were 70.1%,36.7% and 28.0%,respectively.There were significant influence on the prognosis of T stage,N stage,TNM stage,tumor volume ( x2 =20.58-55.60,all P =0.000).The Cox multivariate model showed that N stage and tumor volume were independent prognostic factors (x2 =6.35,29.23,P =0.012,0.000).For the two groups of concurrent chemo-radiotherapy and radiotherapy alone,5-year local control rates were 57.0% and 46.8% ( x2 =7.34,P =0.007 ),the 5-year overall survival rate 32.8% and 27.6% ( x2 =3.42,P =0.064.ConclusionsThree-dimensional radiotherapy is effective for esophageal carcinoma.It might improve the local control rate and overall survival rate to some extent.T staging,N staging,TNM staging and tumor volume were important prognostic factors for long-term survival.The addition of concurrent radiochemotherapy could improve local control rates.
6.Pattern of lymph nade metastasis in determining the indication and target of post-operative prophylactic radiotherapy for thoracic esophageal carcinom
Jun WANG ; Xin ZHANG ; Chun HAN ; Shuchai ZHU ; Xiaoning LI ; Chao GAO ; Aiqin XIAO ; Guoxin MA ; Lan WANG
Chinese Journal of Radiation Oncology 2009;18(4):265-269
Objective To study the pattern of lymphatic metastasis in patients with thoracic esopha-geal carcinoma, and to determine the indication and the target volume for post-operative radiotherapy. Meth-ods 229 patients with thoracic esophageal carcinoma who had undergone radical esophagectomy and two-field lymph node dissection were included in this study. The pattern and ratio of lymph node metastasis were analyzed. The effect of the tumor length and pathology stage on lymph node metastasis was studied. Then the indication and target of post-operative radiotherapy for the thoracic esophageal carcinoma was determined. Results Regional lymph node metastasis was found in 57.1% patients with upper thoracic esophageal car-cinoma. For the middle thoracic esophageal carcinoma, the ratio of regional metastasis, skip, upward, down-ward and two-way spread were 39.0%, 19.5% ,5.2% ,28.6% and 7.8% ,respectively. For lower thoracic esophageal carcinoma,downward spread was found in 77.2% patients. For upper thoracie esophageal carci-noma,the proportions of patients with lymph node metastasis were 19.0% ,6.7% ,9.8% and 14.3% in the superior mediastinum, middle mediastinum, inferior mediastinum and abdominal cavity ( x2 = 2.75, P = 0.433). The corresponding figures were 26.1% ,7.4% ,11.8% and 11.9% (x2 = 17.98,P =0.000) for middle thoracic esophageal carcinoma,and 0%, 1.6% ,5.3% and 10.0% (x2= 5.96 ,P = 0. 051 ) for low-er thoracic esophageal carcinoma. The lymph node metastasis ratios were 9.1%, 11.6% and 11.7% in pa-tients with tumor ≤3 cm,3-5 cm and ≥5 cm,respectively (x2 =3.93,P=0. 140), and were much higher in stage Ⅲ disease than those in stage 0 to Ⅱ (19.3% vs4.8% ;x2 =131.06,P=0.000). Conclusions he pattern of lymph node metastasis is complex and extensive in patients with thoracic esophageal carcinoma. For upper and middle thoracic esophageal carcinoma, the extended prophylactic portal is suggested and the superior mediastinum is an important target area. For the lower thoracic esophageal carcinoma,it seems that regional fields could be applied. Post-operative radiotherapy should be performed in stage Ⅲ disease because of the high lymph node metastasis ratio.
7.Impact of setup errors on dose distribution of three dimensional conformal radiotherapy for patients with esophageal carcinoma
Chao GAO ; Lan WANG ; Zifeng CHI ; Chun HAN ; Jun WANG ; Xin ZHANG ; Guoxin MA ; Aiqin XIAO
Chinese Journal of Radiation Oncology 2009;18(4):270-273
Objective To measure the setup errors of patients with esophageal carcinoma during the treatment of three dimensional conformal radiotherapy (3DCRT), and to analyze the impact of setup errors on dose distribution of GTV,CTV and normal tissues around. Methods Forty-two patients with esophageal cancer treated by 3DCRT were included. The setup errors of each patient were measured once a week for 6 times by electronic portal imaging device (EPID). The setup errors were integrated into the treatment plan-ning system by moving the isocenter. Then the dose distribution of GTV, CTV and normal tissues were recal-culated. Results The systematic setup errors of the 42 patients were - 2.31 mm, - 0.55 mm and - 0.16 mm, and the random errors were 4.42 mm, 4.35 mm and 4.48 mm in the directions of lef-fight, anterior-posterior,and superior-inferior, respectively. The dose covered 95% GTV( D95 ) was reduced by 32 cGy and by 88 cGy for CTV D95. The lung V20 in the original plan and the integrated plan was 22.49% and 22.02%, respectively. The average dose of the heart in the two plans was 2077.62 cGy and 2036.23 cGy, respectively. In the original plan, no patient had maximum dose of spinal cord over 4500 cGy; While in the intergrated plan there were 18 patients had the spinal cord dose more than 4500 cGy, with a maximum dose of 5503.90 cGy. Conclusions The setup errors cause significant dose reduction of GTV and CTV, but not of the lung and heart . The maximum dose of the spinal cord may exceed 4500 cGy due to the setup errors.

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