1.Application and MATLAB realization of drugs' classification based on the combination of NIRS detection and BP ANN algorithm
Yunfang JIA ; Changmin MIN ; Cheng JU ; Bo ZHU ; Peng WANG
International Journal of Biomedical Engineering 2016;39(4):222-225,后插12
Objective To realize rapid and non-destructive drug classification and improve the accuracy of drug classification.Methods A model for drug classification based on the combination of principal components analysis and artificial neural network (PCA-ANN) method was introduced.The software for drugs classification was then developed with the utility of MATLAB language.The near infra-red spectrum (NIRS) detection technique was executed on five kinds of drugs (a total of 120 batch samples) and the detection data was collected within the range of 1 350-1 800 nm of excitation wavelength and 0.5 nm of wavelength interval.Results The network training mean square error (MSE) was 5.91e-03,and the prediction error (β) was 2.469% when the number of the interfering drugs number was less than 5.Conclusions The classification of drugs by NIRS combined with PCA-ANN is feasible and the classification accuracy can be increased.
2.Change and Significance of Soluble Intercellular Adhesion Molecule-1 in Cerebro spinal Fluid of Bacterial Meningitis Induced by Escherichia Coli in Rabbits
jun-ju, LIU ; feng-lian, ZHU ; jia-qin, WANG ; yan, XUE ; xue-peng, GUO
Journal of Applied Clinical Pediatrics 1986;0(02):-
Objective To investigate the changes and significance of concentration of soluble intercellular adhesion molecule-1(sICAM-1) in cerebrospinal fluid (CSF) of bacterial meningitis(BM) in rabbits. Methods A total of 36 rabbits were randomly divided into m eningitis group, meningitis cefotaxime-treated group and control group. BM indu ced by escherichia coli(Ec) via cerebellomedullary cistern inoculated. Normal sa line was injected in control group. CSF was sampled in different time. The conce ntration of CSF sICAM-1 was detected by ELISA.Results 1.There was a low concentration of sICAM-1 in CSF in 85 percent of normal rabbi ts.2.In meningitis group, there was a sharp rise in the concentration of CSF sIC AM-1 at 6 hours after Ec was inoculated, reached a peak level at 12 hours, and t here was higher concentration of CSF sICAM-1 between 6 and 24 hour than that at 0 hour.3.In meningitis cefotaxime-treated group, the concentration of CSF sICAM -1 at 6 hour and 12 hours was similar to meningitis group, the time that get pe ak level was at 24 hours that at 12 hours after making use of antimicrobial agen t.The peak level was higher than meningitis group. The concentration of CSF sICA M-1 decreased markedly at 48 hours that made use of antimicrobial agent 36 hour s later,but the concentration was still higher than the peak level of meningitis group.Afterwards, with the time of making use of antimicrobial agent lengthened ,the concentration of CSF sICAM-1 decreased gradually.4.Experimental results in dicated by correlating analysis to these data that there was positive correlatio n in the concentration of CSF sICAM-1 with the brain water content.Conclusions sICAM-1 participates in the pathological process of BM, and contributes to the damage of blood brain barrier and the formation of brain edema.There is importan t significance that drugs which can resist the discharge of sICAM-1 will be impl ied. J Appl Clin Pediatr,2005,20(2):163-165
3.Analysis on the effect of anti-VEGF drugs on IOP, BCVA and mfERG changes in patients with idiopathic CNV
Peng-Ju JING ; Wei-Hai LI ; Jing CUI ; Mei-Dong ZHU
International Eye Science 2018;18(2):353-355
AIM: To investigate the efficacy of anti - vascular endothelial growth factor ( VEGF) drugs in the treatment of choroidal neovascularization ( CNV ) and its effects on intraocular pressure, best corrected visual acuity ( BCVA) and multifocal electroretinogram ( mfERG) .?METHODS:Totally 44 cases (44 eyes) of idiopathic CNV patients treated in our hospital from February 2015 to January 2017 were selected. All patients were treated with intravitreal injection of anti - VEGF. BCVA, intraocular pressure, mfERG and central retinal thickness ( CRT) were observed after treatment.?RESULTS:At 1 and 3mo after treatment, BCVA and CRT were significantly improved than those before treatment (P<0. 05). At 3mo after treatment BCVA and CRT were 0. 60±0. 15 and 278. 43±40. 10μm, both significantly lower than that in 1mo after treatment (P<0. 05). There was no significant change in intraocular pressure at 1 or 3mo after treatment than before treatment (P>0. 05). At 1 and 3mo after treatment, amplitudes of Ring1, Ring2 and Ring4 NI-P1 were higher than those before treatment (P<0. 05);at 3mo after treatment, the amplitude of Ring3 NI-P1 were higher than those before and 1mo after treatment (P<0. 05);at 1mo after treatment, the amplitude of Ring5 NI- P1 were higher than those before and 3mo after treatment (P<0. 05). The amplitude of Ring6 NI-P1 did not change significantly at 1 and 3mo after treatment, compared with before treatment (P>0. 05).?CONCLUSION: Anti-VEGF drugs are effective in the treatment of idiopathic CNV, which can improve vision and macular retinal function, decrease the retinal thickness, and do not affect the intraocular pressure.
4.Morphological assessment of sulfur mustard-induced acute lung injury in rats through different routes.
Shuangshuang ZHU ; Xiaoji ZHU ; Jian ZHAO ; Yuxu ZHONG ; Hua YANG ; Tao WANG ; Peng JI ; Ling-Yan JU ; Meihong WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2015;33(9):685-688
OBJECTIVETo establish an animal model of sulfur mustard (SM)-induced acute lung injury in rats through different routes and compare the morphological changes in lung tissue and cells.
METHODSOne hundred and thirty-six male rats were selected and randomly divided into 5 groups, namely peritoneal cavity SM group (n=32), trachea SM group (n=32), peritoneal cavity propylene glycol group (n=32), trachea propylene glycol group (n=32), and normal control group (n=8). The rats in peritoneal cavity SM group were injected intraperitoneally with diluted SM (0.1 ml, 8 mg/kg), and the rats in trachea SM group were injected intratracheally with diluted SM (0.1 ml, 2 mg/kg). Once the rats were sacrificed at 6, 24, 48, and 72 h after SM treatment, morphological changes in lung tissue and cells were observed by light and electron microscopy.
RESULTSIn the peritoneal cavity SM group, the epithelial cells of bronchioles maintained intact with increased exudate and bleeding in alveolar cavity and large areas of pulmonary consolidation under the light microscope. In the tracheal SM group, focal ulcer formed in the epithelial cells of bronchioles with increased exudate and bleeding in alveolar cavity, partial pulmonary consolidation, and compensatory emphysema in peripheral alveolar space under the light microscope. The alveolar interval areas were widened obviously in both groups in a time-dependent manner. Under the electron microscope, we observed local loss of cellular membrane in type I alveolar epithelium, broken or lost microvilli in cells of typeⅡalveolar epithelium and fuzzy mitochondrial crista as well as the appearance of ribosome detached from rough endoplasmic reticulum in both two groups. Compared with those in the trachea SM group and the control group, the ratio of the alveolar septum average area to the visual field area in the peritoneal cavity SM group at 6, 24, 48, and 72 h was significantly higher (P<0.05).
CONCLUSIONThe lung tissue injury through the intraperitoneal route is more severe than that through the tracheal route, while focal ulceration of bronchioles epithelial cells appears in the case of tracheal route. The degree of injury increases over time in both groups, and the cellular damage is approximately the same in both groups.
Acute Lung Injury ; chemically induced ; pathology ; Animals ; Disease Models, Animal ; Lung ; pathology ; Male ; Mustard Gas ; toxicity ; Peritoneum ; Pulmonary Alveoli ; pathology ; ultrastructure ; Rats ; Trachea
5.Effects of ischemic precondition on the content of cholesterol in mitochondria and cytochrome c expression in hepatocytes following cold preservation in rats.
Wei-Qiang JU ; Zhi-Peng WU ; Xiao-Shun HE ; Lin-Wei WU ; Qiang TAO ; Dong-Ping WANG ; Xiao-Feng ZHU ; Jie-Fu HUANG
Chinese Journal of Hepatology 2011;19(6):473-474
6.Responsiveness evaluation of mental intervention services system in Wenchuan earthquake area.
Dan PENG ; Xiao-song LI ; Qiang ZHANG ; Cai-rong ZHU ; Ju-ying ZHANG ; Ping YUAN ; Yi LIU
Chinese Journal of Preventive Medicine 2011;45(2):158-162
OBJECTIVETo understand the mental intervention service system responsiveness.
METHODSA stratified, multi-stage random cluster sampling method was used, and a total of 211 residents in the central earthquake area were face to face interviewed by using the evaluating questionnaire of mental intervention service system responsiveness (including confidentiality, autonomy, prompt attention and so on, in sum of eight indicators). Analytic hierarchy process method was used to determine the weight of each index, carrying out a single index evaluation and fuzzy comprehensive evaluation on the mental intervention service system responsiveness, and using Spearman rank correlation and Binary logistic regression model to analyze the relationship of total satisfaction of mental intervention with each index.
RESULTSThe dignity and confidentiality indicators were higher weight and rating. Prompt attention and the autonomy indicators were higher weight but lower rating, while surroundings and choice of providers indicators were lower weight and rating. It was also found that communication and social support network indicators were lower weight but higher rating. The overall assessment of mental intervention service system responsiveness ranged between "good" and "very good". All rank correlation coefficients of the indicators and the total satisfaction of mental interventions were significant (r(s) = 0.186 - 0.362, P < 0.05), except for confidentiality. The logistic regression analysis showed that the main factors of the individual variables influencing the total satisfaction were dignity (adjusted OR = 3.047, P < 0.001), surroundings (adjusted OR = 1.619, P = 0.019), and social support network (adjusted OR = 1.527, P = 0.005).
CONCLUSIONThe overall assessment of mental intervention service system responsiveness was high. Mental interventions should be taken positive and effective measures to improve the prompt attention, autonomy, the choice of providers and service environment.
Adolescent ; Adult ; Aged ; China ; Disasters ; Earthquakes ; Female ; Humans ; Male ; Mental Health Services ; Middle Aged ; Outcome Assessment (Health Care) ; Patient Satisfaction ; Quality Control ; Surveys and Questionnaires ; Young Adult
7.Effect of rhynchophylline on behaviors of methamphetamine-dependent zebrafish and the mechanism.
Yi-Fei CHEN ; Ju PENG ; Miao FANG ; Yi LIU ; Ling-Hui NIE ; Zhi-Xian MO ; Ling-Ling ZHU
Journal of Southern Medical University 2016;36(11):1541-1545
OBJECTIVETo observe the effect of rhynchophylline on methamphetamine-dependent zebrafish and explore the possible mechanism.
METHODSZebrafish were divided into control group, amphetamine group, low- (50 mg/kg) and high (100 mg/kg)-dose rhynchophylline groups, and ketamine (150 mg/kg) group. Conditioned place preference (CPP) was induced in zebrafish with methamphetamine, and the staying time in the drug box and the tracking map of the zebrafish were observed with Noldus Ethovision XT system. The protein expressions of TH, NR2B and GLUR2 in the brain of zebrafish with CPP were detected with Western blotting.
RESULTSCompared with the control group, zebrafish in methamphetamine group showed significant variations in the staying time and swimming distance in the drug box after conditioning (P<0.05) with obvious alterations of NR2B, TH and GLUR2 expressions in the brain (P<0.05). Treatment of methamphetamine-dependent zebrafish with high-dose rhynchophylline significantly reduced the variations in the staying time and swimming distance in the drug box (P<0.05) and in the expressions of NR2B, TH and GLUR2 in the brain (P<0.05).
CONCLUSIONRhynchophylline can inhibit methamphetamine dependence in zebrafish, the mechanism of which may involve the expressions of TH, NR2B and GLUR2 proteins in the brain.
8.Progress of lymphoid-specific tyrosine phosphatase inhibitors
Peng-ju ZHU ; Xu-ben HOU ; Hao FANG
Acta Pharmaceutica Sinica 2017;52(5):699-705
Lymphoid-specific tyrosine phosphatase (LYP) is a phosphatase that is encoded by protein tyrosine phosphatase non-receptor type 22 and is mainly distributed in lymphoid. In psychological condition, LYP inhibits T-cell receptor (TCR) signaling in association with C-terminal kinase (CSK). While in pathological condition, mutant LYP dissociates with CSK, which augments the inhibition of TCR signaling and leads to autoimmune diseases. Consequently, LYP is now considered as a new target of type I diabetes, rheumatic arthritis and Graves disease and some other autoimmune disorders. This review mainly focuses on the development of LYP inhibitors in their structures and activities.
9.Application of Single-cell RNA Sequencing Technology to Exploring Cardioprotective Mechanism of Chinese Medicine After Myocardial Infarction: A Rewiew
Ju-qin PENG ; Jun-guo REN ; Zhu-ye GAO
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(5):242-249
The pathological changes of the heart after myocardial infarction (MI) are complex, involving multiple molecular mechanisms and various cells, such as myocardial cells, endothelial cells, fibroblasts, and macrophages. With multiple targets, Chinese medicine demonstrates ideal cardioprotective effect. However, the complex mechanism of multi-component Chinese medicine formulas has not been elucidated, thus limiting the further application. The high-throughput single-cell RNA sequencing (scRNA-seq) technology offers single-cell transcriptome analysis of hundreds of drugs under different processing conditions in a single experiment and identifies the differences in the response of different cells and cell subtypes to drug treatment. scRNA-seq technology helps us to understand the exact cellular and molecular mechanisms of cardiac remodeling from acute ischemic events to chronic cardiac scarring. The application of scRNA-seq to studying the cardioprotective mechanism of Chinese medicine after MI can boost the development of Chinese medicine, help obtain richer, more accurate and comprehensive information. It can give us a clear insight into the mechanism of Chinese medicine based on complex network. In this study, we summarized the research on cardioprotective mechanism of Chinese medicine and introduced the development of scRNA-seq technology and the application to MI research. Finally, we explored the possible application prospects of scRNA-seq in the research on cardioprotective mechanism of Chinese medicine after MI, hoping to provide ideas for the modernization of Chinese medicine.
10.Related factors of central lymph node metastasis in papillary thyroid carcinoma
Ming ZHANG ; Tao WEI ; Zhi-Hui LI ; Rui CHEN ; Ri-Xiang GONG ; Jie-Qing LI ; Jing-Qiang ZHU ; Yu-Lan PENG ; Bu-Yun MA ; Ju-Xiang GOU ; Xiao-Yan LIN
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2012;47(7):565-570
Objective To study the related factors of central lymph node(CLN) metastasis in papillary thyroid carcinoma ( PTC ),the indications and the extent of central neck dissection ( CND ).Methods A total of 153 cases treated between Jan.2009 and Dec.2010 was analysed retrospectively.Of the cases 28 males and 125 cases females,with a mean age of (44 ± 14) years.T1,T2,and T3 diseases accounted for 51,10 and 81 cases,respectively; Ⅰ,Ⅱ,Ⅲ and Ⅳ diseases for 88,3,26 and 36 cases,respectively.Multifocal tumors were found in 63 cases.The related clinicopathologic factors were analyzed,including sex,age,tumor size,extrathyroidal extension,and multifocal tumor.Results All the cases had total/near total thyroidectomy and CND,of them 64 cases had unilateral neck dissection and 18 cases had bilateral neck dissection.CLN metastases existed in 68.6% ( 105/153 ) cases,37.2% (57/153) for unilateral and 31.4% (48/153) for bilateral respectively.The rates of CLN metastasis were 86.6% (71/82)in cN1 cases and 47.9% (34/71) cN0 cases,respectively,and the rates of bilateral CLN metastases were 45.1%(37/82) in cN1 cases and 15.5% (11/71) in cN0 cases. Multivariate analysis showed that extrathyroidal extension( P =0.002,OR =3.502) was an independent risk factor for CLN metastasis and that lateral neck lymph node metastasis( P =0.028,OR =3.080),surrounding tissue invasion ( P =0.014,OR =3.113 ),and maximum tumor diameter greater than 1 cm ( P =0.012,OR =3.732) were independent risk factors for bilateral CLN metastases.Conclusions It is indicated that ipsilateral CND should be obligatory for PTC. Intraoperative frozen section examination should be routine.Bilateral CND should be conducted when ipsilateral CLN metastases accompanied by one of following issues such as more invasive tumor(surrounding tissue invasion,T3 or T4 disease),maximum tumor diameter greater than 1 cm,and lateral neck lymph node metastasis.