In the framework of ensemble, a partial least squares(PLS) regression ensemble algorithm in subspace(MIESPLS), which is the combination of bootstrap and variable selection based on mutual information(MI), was proposed. The key of the proposed algorithm is to introduce the diversity of member models by bootstrap re-sampling on the training set and the subsequent MI calculation. Each time, those variables whose MI are lower than a defined threshold are first eliminated;then, a member model can be trained on a smaller subspace of original spectral variables. Two kinds of model fusion strategies, i.e., simple average fusion(SAF) and weighted average fusion(WAF), were adopted and compared. By two experiments concerning quantitative application of near-infrared(NIR) spectroscopy, MISEPLS is confirmed to be superior to the full-spectrum PLS and MIPLS method, i.e., PLS combined with MI-induced variable selection. The proposed MISEPLS can produce a more accurate and robust calibration model, but without increasing the complexity.

Objective To understand the implementation of New Rural Cooperative Medicine(NRCM)in Hunan Province carried out in Miluo City.Methods Qualitative study was combined with secondary data collection.Results Government in Miluo took initatives to organize NRCM and financed it with the NRCM Funds;each peasant could enjoy NRCM by paying only 10 yuan,and the NRCM participation rate reached 73.6%;currently reimbursement mainly focused on hospitalization,lowest-payment for seeking care,and reimbursement proportion varied in health facilities at different levels;the health facilities and peasants benefited a lot from NRCM.Conclusions The NRCM participation is increasing,funds allocated properly,peasants welcoming it.Further measures for NRCM improvement may include allocating more funds,perfecting reimbursement procedures.Besides,the NRCM for some population like persons without children or suffering severe disease awaits solution.

Abnormal savda munziq could be used as an effective drug for treatment of hypertrophic scar.

2,4,6-Trinitrotoluene (TNT) and its by-products dinitrotoluene (DNT) pose a significant threat to human health and other living organisms.However, the conventional analytical methods involved in bulky and expensive instruments are complicated and time-consuming, impeding quick and on-line determination.In this work, a facile yet effective strategy of utilizing UV-vis spectroscopy coupled with partial least squares (PLS) was proposed, through which TNT and two isomers of DNT (2,4-DNT and 2,6-DNT) in nature water could be rapidly and simultaneously determined without any pre-separation.Variable combination population analysis (VCPA) was utilized to select important feather variables and significantly improved the predictive performance of the PLS model.The calibration set contained 25 samples constructed by orthogonal array design (OAD).The predictive ability of the models was validated by an independent prediction set including 15 samples, achieving up to 0.99 of the determination coefficients (R2) for each of the analytes.The optimized models were successfully applied to determine the 3 ingredients in 8 environmental samples involving in tap, lake and two kinds of river water with the recovery values of great than 97%.Finally, the proposed method was further validated by high performance liquid chromatography method.UV-vis spectroscopy coupled with chemometrics may be used as simple and effective strategy with high potential in environmental monitoring.

Adjuvant radiotherapy (RT) can improve the rate of loco-regional control for patients with gastric cancer (GC),while the selection of patients plays a key role.As the research moves along,several relatively comprehensive molecular classifications emerged such as the TCGA classification and the ACRG classification.Studies have demonstrated that molecular classifications are closely related to the clinicopathologic characteristics,prognosis and treatment response.However,there is not recognized molecular classification of GC presently.It is a great challenge for radiation oncologists to make use of the individual bioinformation and accurately select patients who would benefit from RT.Meanwhile,precision RT could also be achieved with the prediction of radiosensitivity,combination of RT with targeted therapy and the application of ctDNA within the field of RT.

[Objective] To explore the clinical features,genetic characters in family amyotrophic lateral sclerosis (ALS10)patients.[Methods] TARDBP gene mutations in Chinese Han family patients with ALS10 diagnosed by the First Affiliated Hospital of Sun Yat-sen University in 2013 was screened by high-throughput sequencing.[Results] There were 5 patients in three generations in this family.The initial symptoms in all affected members were distal limb muscle weakness and dystrophy at their 50 age.With a rapid progression of symptoms about 8 to 18 months.A homozygous missense mutation (c.892G＞A) were detected in TARDBP gene exon 6 of the propositus,as well as the other three family members without any clinical symptoms.[Conclusion] ALS10 is a faster progressive and shorter survival time FALS.Since there was no effective treatment in ALS10,hereditary consultation and prenatal diagnosis play an important role in disease prevention and hereditary.

ObjectiveTo summarize and investigate the incidence,reason,diagnosis and treatment of postoperative early cardiac arrhythmia after orthotopic liver transplantation(OLT).Method A retrospective study was made for the incidence,dignosis and treatment of cardiac arrhythmia (two weeks after OLT) following OLT from June 2004 to January 2012 in the Beijing You-An Hospital.ResultsIn 500 patients who received OLT,Cardiac arrhythmia developed in 82 patients (16.4％).Among these cardiac arrhythmia,35(7.0 ％) were sick sinus syndrome (including severe sinus bradycardia ),18 (3.6 ％ ) were paroxysmal supraventricular tachycardia,21(4.2 ％) were atrial fibrillation,8(1.6 ％,including 2 patients with torsades de pointes) were ventricular tachycardia and 4 (0.8 ％ )were cardiac arrest.Mortality rate after OLT relate to cardiac arrhythmia was 0.4％ (2 patients).Cardiac arrhythmia was mainly correlated with four factors:(1)whether patient had heart disease before OLT or not(x2 =15.82,P＜0.01),(2)Prolonged QT interval in patients with end-stage liver disease before OLT(x2 =11.00,P＜0.01).ConclusionsCardiac arrhythmia was common complication after OLT,and it can lead to death of recipients.Careful evaluation to recipients before OLT,controlling fluid load after OLT,keeping the balance of the electrolyte,acidity and alkalescence,giving intensive monitor to patients with heart disease before OLT and prolonged QT interval are the key factor to reduce incidence and mortality of cardiac arrhythmia.Application of medication and cardiac pacemaker can prevent cardiovascular accident after OLT.

Hilar cholangiocarcinoma (HCC) is a rare tumor with a poor prognosis.With the development of high definition imaging technology,improvement of surgical instruments,optimization of perioperative surgical strategies and accumulation of surgical experiences,the radical resection rate of HCC is significantly improved.Operation is the main method of treatment for HCC,and radical resection is important for a long-term survival of HCC patients.The clinical data of 66 patients with HCC who were admitted to the Beijing Youan Hospital from April 2004 to April 2012 were retrospectively analyzed.The key points in surgical procedure and prognosis of patients were investigated.

Objective To explore factors influencing the prognosis of hepatocellular carcinoma (HCC) patients after hepatectomy. Methods From May 1994 to January 1998, 189 patients who underwent hepatectomy for HCC were enrolled for reviewing their clinical characteristics, treatment and prognosis. Twenty-two parameters contributing to long-term survival rate (SR) and disease-free SR were analysed. Results The 3,5-year cumulative SR of the whole group was 63%,45%, respectively. The 3,5-year SR and disease-free SR in the curative resection (CR) group ( n =162) were 67%,47% and 45%,26% respectively. Results showed that the way by which a tumor was found, tumor size, portal tumor thrombi, satellite nodule, TNM stage, cirrhosis type, recurrent and treatment, blood transfusion, differentiation grade,and CR were risk factors by individual variable analysis( P =0.0000～0.0034); A multivariable analysis showed that CR, tumor size, tumor finding mode and reoperation were significant factors associating with prognosis( P =0.0000～0.0024). Blood transfusion and type of cirrhosis were closely correlated with tumor-free survival ( P =0.0001). Conclusions Curative resection, tumor size, reoperation for recurrence were important factors for recurrence by multivariate analysis. The severity of concomittant liver cirrhosis and perioperative blood transfusion were closely correlated with postoperative tumor free survival.

To fill the urgent need of researches on the structure and function of proteins to obtain conformation information, we combined targeted molecular dynamics ( TMD) simulation with protein network methods to analyze conformation variations in the activation process of β2 adrenergic receptor. First, targeted MD was used to obtain the conformation resembles in the activation process, and then the protein network method was applied to identify the key residues and pathways in the activation process. The results indicate that the activa-tion process of β2 adrenergic receptor involves in the cooperation of all regions and the connector region of transmembrane helices is signaling hubs. In addition, the helix ends, including intracellular and extracellular loops, are the core areas. The pathway analysis reveals that there is more than one signaling pathway. All the pathways start from Ser204 of the ligand pocket and finally transmit to NPxxY or ICL2 region, which are depended on the different pathways. While the helix TMIII, TMV, TMVI are the important areas in all the pathways. The observations from the work provide valuable information at molecular level for unraveling the signal transduction mechanism associated with the activation process.