Base on the data of blood pressure, plasma lipid, Glu and UA by physical test, Support Vector Machine (SVM) was applied to identify coronary heart disease (CHD) in patients and non-CHD individuals in south China population for guide of further prevention and treatment of the disease. Firstly, the SVM classifier was built using radial basis kernel function, liner kernel function and polynomial kernel function, respectively. Secondly, the SVM penalty factor C and kernel parameter sigma were optimized by particle swarm optimization (PSO) and then employed to diagnose and predict the CHD. By comparison with those from artificial neural network with the back propagation (BP) model, linear discriminant analysis, logistic regression method and non-optimized SVM, the overall results of our calculation demonstrated that the classification performance of optimized RBF-SVM model could be superior to other classifier algorithm with higher accuracy rate, sensitivity and specificity, which were 94.51%, 92.31% and 96.67%, respectively. So, it is well concluded that SVM could be used as a valid method for assisting diagnosis of CHD.
Algorithms ; China ; Coronary Artery Disease ; diagnosis ; Discriminant Analysis ; Humans ; Models, Theoretical ; Neural Networks (Computer) ; Sensitivity and Specificity ; Software ; Support Vector Machine

Objective To investigate the effect of an ACE inhibitor ,perindopril ,on the expression of SR‐A in renal tubuloint‐erstitium of diabetic rats .Methods Diabetes was induced in male Sprague‐Dawley rats by injection with streptozotocin .The rats were then randomly divided into 3 groups:normal control group;untreated diabetes mellitus group and diabetes mellitus group trea‐ted with perindopril .After a 24‐week treatment ,tubulointerstitial injury index was assessed with Masson′s trichrome sections .The expression of SR‐A mRNA was detected by RT‐PCR and the expression of SR‐A protein in renal tubulointerstitium was detected by immunohistochemistry .Results The tubulointerstitial injury index ,the expression of SR‐A mRNA were significantly higher in the diabetes group than those in normal control group .Perindopril treatment not only attenuated the tubulointerstitial injury ,but also reduced the overexpression of SR‐A mRNA in diabetic rats .The expression of SR‐A protein was most obvious in renal tubulointer‐stitium in diabetic rats ,which was obviously attenuated by perindopril treatment(P<0 .05) .Conclusion The findings of the this study indicate that perindopril may have renoprotective effects on diabetic nephropathy via inhibiting the expression of SR‐A in re‐nal tubulointerstitium .

Objective To dynamic monitor and analyze the characteristic of polysomnography (PSG)and melatonin levels of delirium patients in intensive care unit (ICU). Methods A prospective observational study was performed from December 2013 to April 2014. The patients admitted to ICU of Affiliated Hospital of Binzhou Medical College for more than 72 hours were evaluated with confusion assessment method for the ICU (CAM-ICU),and were divided into delirium group and non-delirium group. Sleep patterns of all the patients underwent continuous PSG for up to 24 hours were evaluated. Melatonin levels were determined every 4 hours with enzyme linked immunosorbent assay (ELISA)duration sleep monitoring. Results Eighteen patients were enrolled,and 9 were delirium patients. All the patients had sleep disorders:a decrease in rapid eye movement (REM)sleep 〔(5.91±5.26)%〕,an increase in the sleep fragmentations 〔arousal index was (15.40 ±12.79)times/h〕,and the N3 sleep stage was on the lower limit of normal 〔(14.67 ±11.10)%〕. Compared with non-delirium group,the REM sleep was significantly decreased in delirium group〔(0.10±0.20)%vs.(8.83±3.81)%,t=4.782,P=0.001〕. Melatonin levels lost rhythm between day and night,and there was no difference in melatonin between delirium group and non-delirium group (time effect:F=1.370,P=0.287;between-group effect:F=1.646,P=0.250;interaction effect:F=1.558,P=0.247). The peak of melatonin levels of delirium group appeared on 06:00 〔(137.84±62.21)ng/L〕and 14:00 〔(148.24±58.8)ng/L〕, the minimum value on 22:00 〔(64.47 ±26.97) ng/L〕. But in non-delirium group,the peak of melatonin levels appeared on 02:00 〔(63.52 ±39.75)ng/L〕,the minimum value on 10:00 〔(44.87 ±11.19)ng/L〕. Conclusions ICU patients have sleep disorders,and the delirium patients have less REM stage. Normal rhythmic melatonin secretion changes of ICU patients were lost. The delirium peak of patients appears in the daytime.

Objective To explore the effect of ACE-inhibitor perindopril on the expression of scavenger receptor A (SR-A) gene in the kidney of diabetic rats.Methods Diabetes were induced in male Sprague-Dawley rats by peritoneal injection with streptozotocin (60mg/kg).The rats were then random di vided into normal control group, diabetes group and ACEI treatment group [4mg/(kg·d) for 24 weeks].Blood glucose concentration and 24h urinary albumin excretion were determined.The renal morphological change was observed.Immunohistochemistry was used to analyze CD68 positive macrophages,and the Mrna of SR-A in renal tissue was detected by quantitative real-time PCR.Results Compared with normal control group,blood glucose concentration,24h urinary albumin excretion and the number of CD68 positive macrophages were significantly increased [(5.3 ± 0.6) mmol/L vs (26.7 ± 3.3) mmol/L;(2.7 ± 1.3) mg/24h vs (26.7 ± 1.8)mg/24h;(0.77 ±0.24)/gcs vs (2.55 ±0.46)/gcs;(6.13 ±0.50)/HPF vs (11.9 ±2.12)/HPF;P ＜0.05],and the expression of SR-A Mrna were significantly up-regulated in diabetes group [ (5.6 ± 1.2 vs 1.5 ±0.2),P ＜0.05].After intervention with ACE-inhibitor,the up-regulations of the above mentioned parameters,except blood glucose concentration,were all significantly inhibited [ (3.6 ±1.4)mg/24h;(1.03±0.37)/gcs;(8.28±1.19)/HPF;3.4±0.7;P ＜0.05].Conclusion ACE-inhibitor might have renoprotective effects of diabetic nephropathy,it probably was associated with inhibiting the expression of SR-A gene.

Objective To evaluate the effect of written expression on perceived stress,anxiety and depression in patients with gynecologic malignant tumor during chemotherapy. Methods From June 2016 to December 2016,90 chemotherapy patients with gynecologic malignant tumor were extracted from North China University of Science and Technology and divided into intervention group and control group by random digits table method,45 cases in each group.The control group received routine psychological intervention and while the intervention group received written expression lasting for 4 weeks in addition. Before and after the intervention,all patients were measured using the Chinese Version Perceived Stress Scale(CPSS), Self-Rating Anxiety Scale(SAS) and Self-Rating depression Scale(SDS). Results The intervention group showed a significant decrease in CPSS(32.12 ± 3.75) points, SAS(43.67 ± 5.23) points, SDS(46.18±4.37)points,compared with the control group(37.26±4.42),(50.88±3.15),(52.47±3.60)points, the difference was significant(t=-5.782,-7.667,-7.230,all P<0.05). Conclusions Written expression can effectively reduce perceived stress, anxiety and depression in patients with gynecologic malignant tumor undergoing chemotherapy.

Objective To investigate the effect of interventions based on Information-Motivation-Behavioral skills on the preoperative anxiety in patients with gynecological malignancies. Methods A total of 64 patients with malignant tumor were divided into two groups by random digits table method with 32 cases each. The patients in the two groups received routine nursing. In addition, interventions based on Information-Motivation-Behavioral skills were provided in the intervention group. All patients were investigated by the following indexes such as the Self-Rating Anxiety Scale (SAS), sleep quality scale, blood pressure and heart rate before and after the intervention. Results After the intervention, the SAS scores in the intervention group was (49.47 ± 3.81) points, sleep quality score was (3.66 ± 0.97) points, and systolic blood pressure and heart rate were (128.56±5.93) mmHg (1 mmHg=0.133 kPa), (75.09 ± 3.78) beats/min, which were lower than those in the control group (57.38 ± 3.75) points, (5.50 ± 1.50) points, (134.97 ± 7.19) mmHg, (81.34 ± 4.88) beats/min, the differences were statistically significant (t=-8.350--3.887, P<0.05). Conclusions The intervention focused on Information-Motivation-Behavioral Skills can help patients to relieve anxiety, reduce stress response, improve quality of sleep.

Objective To explore the relationship between social anxiety and acceptance of disability in breast cancer patients with mastectomy. Methods Totally 325 patients with breast cancer were investigated with general information questionnaire, Interaction Anxiety Scale and Acceptance of Disability Scale.Results The total score of Interaction Anxiety Scale was(40.01±9.38)points.The total score of Acceptance of Disability Scale was (78.02 ± 11.61) points. One-way ANOVA showed that age, education level, marital status, economic level, whether the spouse care about the appearance or not, therapy types affected social anxiety significantly(t/F=-4.696-35.694,all P<0.01).Significantly negative correlation was found between social anxiety and acceptance of disability (r =-0.469--0.371, P<0.01). Multiple regression analysis showed that acceptance of disability,age,whether the spouse care about the appearance or not, therapy types were influencing factors of social anxiety. Conclusions Nurses and doctors should explore effective psychological intervention mode to rebuild the patient′s self-confidence and return to normal social interaction in order to improve the acceptance of disability.

Objective To investigate the difference of styrofoam and breast carrier in postposition fixation of intensity-modulated radiotherapy after breast conservative surgery for breast cancer patients.Methods From February 2018 to August 2018,tweenty-four patients with breast cancer in Sun Yet-Sen Memorial Hospital of Sun Yet-sen University were selected for this study,who underwent hypofactionationed radiotherapy after breast conservative surgery with total dose 42.56 Gy/16Fractions.They were randomized into styrofoam test group and breastcarrier control group.Cone beam CT as used to record the positioning error under the directions of left and right (x),head and foot (y),abdomen and back (y) within two groups at the first,third,fifth,seventh,eleventh time before irradiation.Furthermore,the PTV extension margin was calculated and the positioning time of two groups was recorded.Two sets of pendulum errors were analyzed by independent sample T-test,and the outspread value of inter-fractional set up error of the PTV was calculated.Results The errors of the test group and the control group in the direction of x,y,z were as follows:(2.36±1.89) and (2.56±2.05) mm (P=0.49),(1.76± 1.78) and (3.28±2.79) mm (P＜0.05),(1.47± 1.49) and (1.73± 1.81) mm (P=0.28).The extension values of inter-fractional set up error of CTV to PTV were 2.97,2.92,2.21 mm and 3.41,4.09,2.59 mm respectively.The time of single positioning was (3.4± 1.1) and (5.5 ± 3.1) min respectively (P=0.01).Conclusion Styrofoam has better positioning accuracy and efficiency compared with breast carrier.

Objectives To determine the risk factors of ventilator-associated pneumonia (VAP) in the pediatric intensive care unit and to explore effective strategies to reduce the morbidity of VAP. Methods A retrospective analysis was conducted on 455 children admitted into the PICU of Hunan Children's Hospital from June 2014 to June 2017. The 455 children were divided into VAP group (n=43) and non-VAP group (n=412). The incidence of VAP was identified and risk factors were compared using the logistic regression analysis via SPSS 19.0 software.Results There were 311 males and 144 females with a median age of 11 months old (29 days to 9 years and 4 months). The incidence of VAP was 9.45% (43/455). Congenital laryngeal and trachea malformation with pulmonary infection was the first reason for the occurrence of VAP (23.3%), followed by congenital heart diseases with pulmonary infection (18.6%). Via univariate analysis, types of endotracheal intubation (χ2=45.33, P<0.001), duration of mechanical ventilation (Z=1.21, P=0.034), re-intubation (χ2=20.22, P=0.004), early usage of antibiotics (χ2=4.98, P=0.026),and methods of nutritional support(χ2=10.15,P=0.006)were identified as risk factors of VAP in the pediatric intensive care unit patients (P<0.05). Based on the multivariate logistic regression analysis, the followings were all independent predictor for VAP:types of endotracheal intubation(OR=1.87,95%CI:1.48~9.75),duration of mechanical ventilation(OR=1.14, 95%CI:1.08~2.35), re-intubation (OR=3.42, 95%CI:1.26~5.57), early usage of antibiotics (OR=4.55, 95%CI:2.21~8.77). Conclusions Many risk factors were found related with the occurrence of VAP. A comprehensive analysis of the host factors and iatrogenic factors should be conducted. Rational use of antibiotics and daily assessment of extubation might help reduce the incidence of VAP.

Objective:To analyze the clinical phenotypes and molecular genetic characteristics of hereditary spherocytosis (HS) in children.Methods:The clinical data of children with HS in the Affiliated Children′s Hospital of Zhengzhou University from June 2014 to June 2018 were collected and analyzed retrospectively.The peripheral blood samples of 20 children and their parents were collected and targeted capture or whole exon group sequencing was performed using the second generation sequencing technique, and the suspicious mutation sites were verified by Sanger sequencing.Results:A total of 43 pediatric patients (23 males, 20 female) were included in this study.The median age of onset of 1 year old and 11 months (1 month to 10 years old). Pallor (27/43 cases, 62.79%) was the main symptom.Typical clinical manifestations were anemia (36/43 cases, 83.72%), jaundice (35/43 cases, 81.40%), splenomegaly (33/43 cases, 76.74%), and hepatomegaly (27/43 cases, 62.79%). The proportion of spherical erythrocytes in peripheral blood of 23 cases (23/43 cases, 53.49%)≥ 0.1, and the proportion of spherical erythrocytes in bone marrow smears of 17 cases (39.53%) was ≥ 0.1, and 20 cases were positive in erythrocyte osmotic fragility test (20/43 cases, 46.51%). Comparison of 29 children before and after blood transfusion: post-transfusion hemoglobin (Hb) [(88.69±11.22) g/L vs. (78.24±14.47) g/L], mean corpuscular volume (MCV) [(89.37±7.15) fL vs.(84.08±7.49) fL], mean corpuscular hemoglobin (MCH) [(29.12±2.70) pg vs.(27.36±1.95) pg], mean corpuscular hemoglobin corpuscular (MCHC) [(361.79±32.27) g/L vs.(356.31±31.43 ) g/L] were increased, and the total bilirubin (TB) level was lower after blood transfusion than before blood transfusion [(33.27±16.42) μmol/L vs.(41.58±15.40) μmol/L], the differences were statistically significant ( t=-3.538, -5.187, -5.412, -7.404, 2.527, all P<0.05). Seven children underwent splenectomy: postoperative Hb[(116.00±5.54) g/L vs.(75.71±9.96) g/L], MCH[(29.87±1.62) pg vs.(24.61±1.65) pg], MCHC [(391.14±12.99) g/L vs.(315.14±51.99) g/L] all increased, the difference was statistically significant ( t=-9.234, -4.330, -4.031, all P<0.05). The Hb in the operation group was significantly higher than that in the blood transfusion group, including the treatment effect of operation was more significant ( t=-9.247, P<0.05). Thirteen pathogenic mutations (11 new mutations not reported) were detected in 3 genes ( ANK1, SPTB and SPTA1) in 13 children, 8 of who were mutations in ANK1, 4 cases of which were mutations in SPTB and 1 case of which was mutation in SPTA1.Among the 13 mutations, 12 cases were de novo except one inherited from the mother. Conclusions:Anemia and pallor are the initial symptoms of HS in children.Blood transfusion can temporarily improve the symptoms of anemia and jaundice.Splenectomy is an effective and fundamental treatment.The gene diagnosis of 13 pediatric patients got gene diagnosis, which provided basis for genetic consultation of the next fetus.Eleven new mutations were found in ANK1, SPTB, SPTA1 genes, which exten-ded the gene mutation spectrum of HS.