MicroRNA (miRNA) is a family of endogenous single-stranded RNA about 22 nucleotides in length. Through targeting 3' UTR of message RNA (mRNA), they play important roles in post-transcriptional regulatory functions. For further research of miRNA function, the identification of more miRNA positive targets is needed urgently. Aiming at the high-dimensional small sample data sets in miRNA target prediction, an algorithm of eliminating redundant features is proposed based on v-SVM in this paper, and classification and features selection are also fused. The algorithm of eliminating redundant features optimizes the combination of features, and then constructs the best features combination which can represent miRNA and targets interaction model. The prior parameter v (0 < u < or = 1) controls the compression proportion of data set and selects more distinguishing support vectors. Finally, the classifier model of miRNA target prediction is built. The unbiased assessment of the classifier is achieved with a completely independent test dataset. Experiment results indicated that in both classification recognition and generalization performance of miRNA targets predicition, this model was superior to the present machine learning algorithms such as miTarget, NBmiRTar and TargetMiner, etc.
MicroRNAs ; Models, Theoretical ; Support Vector Machine

Objective To verify the validity and feasibility of national early warning score (NEWS) in evaluation of death risk in elderly patients with critical illness,in order to find out which scoring method is more suitable for elderly critical illness patients.Methods A prospective case-control study was conducted.The critical illness patients aged over 60 years old with the length of hospital stay over 24 hours,and admitted to Department of Emergency of Qingdao Municipal Hospital from January to December 2015 were enrolled.The clinical data including in emergency and the actual outcome of patients were collected,and the patients were divided into death group and survival group according to 30-day outcome.Patients in the two groups were assessed by using NEWS and risk classification according to the first results of vital signs monitoring.Multivariate logistic regression model was used to analyze the relationship between the NEWS classification and the risk of death in elderly critical ill patients.Results 1 950 emergency elderly patients with critical illness were enrolled,with 78 cases (4.0％) dead within 30 days and 1 872 survived (96.0％).Compared with the survival group,patients in death group were older (years:79.8 ± 10.8 vs.75.3 ± 8.9,t =4.335,P ＜0.001),and had higher acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score (22.9± 4.6 vs.18.2 ± 4.8,t =8.487,P ＜ 0.001),lower Glasgow coma scale (GCS) score (12.2 ± 4.5 vs.13.4 ± 5.2,t =-2.007,P =0.045),higher incidence of respiratory system diseases (29.5％ vs.17.9％,x 2 =12.742,P =0.013),higher NEWS score (11.2 ± 5.5 vs.3.9 ± 2.7,t =22.063,P ＜ 0.001),as well as higher proportion of patients with NEWS classification of high risk and very high risk (65.4％ vs.15.8％,x 2 =263.125,P ＜ 0.001).With the increase of NEWS risk classification,mortality rate was also increased,and the mortality rate in the patients with low,medium,high and very high risk were 0.81％ (9/1 108),3.63％ (18/496),5.83％ (13/223),30.89％ (38/123),respectively,with statistically significant difference (x 2 =179.741,P ＜ 0.001).It was showed by logistic regression analysis that the NEWS score of elderly patients with critical illness were positively correlated with 30-day death.The 30-day death risk of patients with middle risk,high risk and very high risk was 4.600,9.052 and 54.598 folds of the patients with low risk respectively.Conclusion NEWS score can be used to assess the risk of death in emergency elderly patients with critical illness.NEWS risk classification can quantify and classify the risk of death in the elderly patients with critical illness.

PurposeIt is important to keep the consistency of CT perfusion imaging (CTP) measurement in the evaluation of intracranial disorders. The purpose of this paper is to probe into the consistency of basal ganglia hemodynamic characteristics in normal rabbits with CTP measurement in the mode of volume helical shuttle (VHS).Materials and Methods Brain CTP scans of 10 healthy rabbits were carried out in the VHS mode. The images derived from CTP were separately analyzed by two radiologists (A and B) with different experiences. ROIs were placed in the bilateral basal ganglia of the subjects and parameters such as cerebral blood volume (CBV), cerebral blood flow (CBF) and mean transit time (MTT) were measured three times in each rabbit. Thirty days later, radiologist A analyzed the CTP images again with the same method. Differences of parameters in bilateral basal ganglia measured by different radiologists at different periods were compared respectively and consistency of the measurements was further assessed.Results There was no significant difference among the three measurements of CBV, CBF and MTT in bilateral basal ganglia (F=0.162, 0.050 and 0.488,P>0.05). TheICC of CBV, CBF and MTT measured by the two radiologists for the first time were 0.84, 0.81 and 0.79; while theICC of CBV, CBF and MTT measured by radiologist A twice were 0.80, 0.89 and 0.84, which showed that the results had good consistency measured by different radiologists at different times.Conclusion With the same post-processing software, the consistency of CTP of basal ganglia in the VHS mode is satisfactory in healthy rabbits, which suggests this technique may be a suitable means in the evaluation of basal ganglia hemodynamics in animal models.

Objective To explore the applications effect of evidence-based nursing in the health education for patients with mixed vaginal infections.Methods One hundred and sixty-eight patients with mixed vaginal infection were divided into observation group(n=84) and control group(n=84).Based on the evidence-based nursing method,the observation group first raised questions,then sought evidence to determine the conclusion according to the literature search,and finally combined with clinical evidence to formulate a reasonable plan for health education and effectively implemented.The control group was given conventional nursing.The two groups were compared in terms of rate of disease-related awareness in return visit 1 month after discharge,behavior 2 months after discharge and disease relapse 6 months after discharge.Results The rate of disease-related awareness and behavior in the experiment group were better than those of the control group significantly(all P<0.05).The rate of disease relapse of the experiment group was lower than that of the control group(P<0.01).Conclusion Application of evidence-based nursing method for patients with vaginal infections in health education can guide the nurses' health education target,improve the patients' cognitive and behavior and reduce the rate of disease relapse.

Subarachnoid hemorrhage (SAH) accounts for about 5% of all stroke patients, with high disability and mortality. Secondary cerebral vasospasm (CVS) after SAH interrupts cerebral blood flow to important parts of the brain, and then causes cerebral ischemia, which is one of the major complications of the disability and mortality. CVS usually occurring 3 to 12 days after SAH and lasted for an average of two weeks. The mechanism of CVS after SAH is very complex, and it is a process involving multiple factors and links, including hemolysis products, imbalance of vasodilator and vasoconstrictors, inflammation, activation of signal cascade reaction, apoptosis and expression of related genes. The treatment of CVS after SAH is divided into interventional therapy and drug therapy. Effective prediction, prevention, and treatment of CVS will significantly improve survival and quality of life after SAH. This article briefly reviews progress of the research on the mechanism and treatment of cerebral vasospasm after SAH.

Objective To evaluate the efficacy of modified quadruple therapy for patients who were failed in previous Helicobacter pylori ( Hp) eradication treatment .Methods A total of 86 patients with confirmed Hp infection and failed in previous Hp eradication treatment were collected from Qingdao Municipal Hospital during January 2012 and January 2014.Patients were randomly assigned into two group:43 patients in control group were given conventional quadruple therapy ( rabeprazole +colloidal bismuth pectin +amoxicillin +clarithromycin for 14 d ) , and 43 patients in test group were given modified quadruple therapy ( rabeprazole +colloidal bismuth pectin +amoxicillin +clarithromycin for 7 d, and lansoprazole +colloidal bismuth pectin +levofloxacin +metronidazole for 7 d).Chi square test was performed to analyze per-protocol (PP) eradication rates, intent-to-treat (ITT) eradication rates, and Hp recurrence rates between two groups .Results Among 43 patients in test group , 42 completed treatments with PP eradication rate of 100.00% and ITT eradication rate of 97.67%.All patients in control group completed treatments , and Hp eradication was observed in 24 patients , and both PP and ITT eradication rates were 55.81%.The differences in PP and ITT eradication rates between two groups were of statistical significance (χ2 =23.90 and 21.11, P<0.05).The 3-month and 6-month Hp recurrence rates in test group (14.29%and 20.00%) tended to be lower than those in control group (20.83%and 34.78%), but the differences were not of statistical significance (χ2 =0.12 and 1.68, P>0.05).Conclusion The efficacy of modified quadruple therapy for patients who were failed in the previous Hp eradication treatment is satisfactory.

Objective To improve the recognition of meconium ileus and pseudohypoaldosteronism type Ⅰ and to explore the relationship between neonatal meconium ileus and cystic fibrosis.Methods The clinical and follow-up data of a premature infant with meconium ileus and pseudohypoaldosteronism type Ⅰ was analyzed.Relevant literature was reviewed.Results The child was a very low-birth weight premature infant who didn′t pass meconuim within 24 hours of birth and persistent abdominal distention was noted.Laparotomy was performed on day 4.Thick and inspissated meconium was found in the ileum with perforation.The atretic intestine was resected,and a double-barreled enterostomies was performed.On day 30,the child presented hyponatremia,hyperkalemia,high levels of plasma renin and aldosterone and was given 9 g/L salt supplementation.At 6-month age,9 g/L salt supplementation was discontinued.Anastomosis was performed at 8-month age.The child recovered with a good prognosis whose catch-up growth was obtained at 18-month age and didn′t pre-sent manifestations of cystic fibrosis.Conclusions This case could be diagnosed as meconium ileus and pseudohypoaldosteronism type Ⅰ.The relationship between neonatal meconium ileus and cystic fibrosis is different in China and the regions of Caucasian.

Adult ; Aged ; Aged, 80 and over ; Coal Mining ; Humans ; Lung Neoplasms ; complications ; microbiology ; Male ; Methicillin Resistance ; Microbial Sensitivity Tests ; Middle Aged ; Pneumoconiosis ; complications ; microbiology ; Staphylococcus aureus ; drug effects ; isolation & purification

OBJECTIVETo evaluate the impact of nicotine- and tar-free cigarette smoke extract (fCSE) on the serum testosterone (T) level and erectile function of male rats.

METHODSWe randomized 30 male SD rats to three groups of equal number to receive subcutaneous injection of PBS (1.0 ml / 300 g body weight per day), fCSE (1.0 ml/300 g body weight per day), and reduced glutathione hormone (GSH, 200 mg per kg body weight per day) in addition to fCSE (fCSE + GSH), respectively, all for 8 weeks. Then we evaluated the erectile function of the rats by measuring the maximal intracavernous pressure (MICP), mean arterial pressure (MAP), ICP/MAP ratio, time of stimulation to MICP (Tmax), and cavernosal filling fate (CFR). We determined the serum T level, the activities of superoxide dismutase (SOD) , malondialdehyde (MDA), and nitric oxide synthase (NOS) in the cavernosal tissue, and also observed the morphological changes of the corpus cavernosum.

RESULTSCompared with the controls, the rats of the fCSE group showed obvious decreases in the levels of serum T ([5.37 ± 1.43] vs [3.22 ± 1.11] μg/L), NOS ([2.90 ± 0.27] vs [1.67 ± 0.18] U/mg) , and SOD ([18.41 ± 1.09] vs [13.36 ± 1.18] U/mg prot) and erectile function-related indexes MICP ([85.92 ± 6.36] vs [58.99 ± 10.76] mmHg), MICP/MAP (0.86 ± 0.09 vs [0.56 ± 0.08]), and CFR (2.14 ± 0.44 vs 0.89 ± 0.44), but markedly increased Tmax ([29.90 ± 5.78] vs [42.90 ± 8.56]s), with a positive correlation between the serum T level and CFR (r = 0. 364, P < 0.05). Masson staining revealed a lower ratio of the corpus cavernosum smooth muscle tissue to collagen fiber in the fCSE group (0.27 ± 0.04) than in the control (0.98 ± 0.12). Compared with the fCSE group, the fCSE + GSH group exhibited significantly improved MICP ([58.99 ± 10.76 ] vs [77.95 ± 7.71] mmHg), MICP/MAP (0.56 ± 0.08 vs 0.77 ± 0.09), and CFR (0.89 ± 0.44] vs 1.76 ± 0.42) and shortened Tmax ([42.90 ± 8.56 ] vs [32.10 ± 5.84 ] s). The ratio of the corpus cavernosum smooth muscle tissue to collagen fiber was higher in the fCSE + GSH than in the fCSE group (0.77 ± 0.09 vs 0.27 ± 0.04) but still lower than in the control (0.98 ± 0.12).

CONCLUSIONNicotine- and tar-free cigarette smoke extract reduces the serum T level and erectile function of rats, which is related to oxidative stress. Antioxidant therapy can improve erectile function but has a limited value for morphological protection of the penile tissue.

Animals ; Erectile Dysfunction ; chemically induced ; Male ; Malondialdehyde ; metabolism ; Muscle, Smooth ; pathology ; Nicotine ; Nitric Oxide Synthase ; metabolism ; Penile Erection ; drug effects ; Penis ; pathology ; Rats ; Rats, Sprague-Dawley ; Smoke ; adverse effects ; Superoxide Dismutase ; metabolism ; Tars ; Tobacco ; adverse effects

Dryness is the inherent performance in traditional Chinese medicine. Dryness with a specific efficacy and side effect can be reduced suitably by processing and compatibility in the clinical application. Nowadays domestic scholars have developed research of dryness in traditional Chinese medicine. However, it remains problems such as evaluation index of dryness not clear. This paper takes medical literature mining technology to analyze the historical origin and features of dryness theory. Combing the modern literatures to explicate the dryness' research status and existing problems. Putting forward the traditional Chinese medicine and research should adopt multidisciplinary knowledge and study the system of comprehensive evaluation. Dryness is expected to further application in traditional Chinese medicine clinical research.
Data Mining ; Drug Compounding ; methods ; Humans ; Medicine, Chinese Traditional ; Research