1.Combining hydrophobicity with PSSM for protein secondary structure prediction using BP neural network
Huiyun YANG ; Ouyan SHI ; Xin TIAN
International Journal of Biomedical Engineering 2008;31(5):261-264
Objective Since predicting protein secondary structure is the basis of predicting protein spacial structure, it is important to improve the prediction accuracy of secondary structure. Methods A two-stage BP neural network was constructed based on the method of combining hydrophobicity of amino acid residues with PSSM which contains evolution information. CB513 dataset was employed in our study. After excluding the protein chains containing X,B and those with sequence length shorter than 30 amino acids, 492 protein chains in the dataset were used. The results of protein secondary structure prediction of our study were compared with those from the networks using only PSSN as their inputs. Accuracy of the network was tested by 4-fold cross-validation. Results In our study, α-helix was predicted with an averaged accuracy of nearly 79%, sensitivity of 79% and specificity of 91%. Total prediction accuracy of secondary structure reached 75.96%, which was higher than that of only using PSSM as input. Conclusion The new method developed can better predict protein secondary structure, especially α-helix with a higher accuracy.
2.Proteomic analysis of alzheimer's disease Rats'serum
Huiyun YANG ; Haixuan QIAO ; Xin TIAN
International Journal of Biomedical Engineering 2010;33(3):138-141
Objective Alzheimer's disease(AD) is a common and devastating disease and there is no readily available biomarker to aid diagnosis or to monitor disease progression. This study is to further understand the pathogenesis of Alzheimer's disease and seek new biomarkers for AD. Methods AD rats made by Aβ1-40 were assessed using the Morris water maze method. Sera of two groups were collected and albumin, IgG and sodium chloride were removed from the serum before concentration. Two-dimensional electrophoresis(2-DE) was performed on serum protein. Altered proteins were identified by matrix assisted laser desorption/ionization time of flight mass spectrometry(MALDI-TOF-MS). Results Compared with untreated samples, 10 altered proteins were found through 2-DE and all of them were down-regulated of which 2 were identified by MALDI-TOF-MS to be plasma retinol-binding protein precursor and complement component 4, gene 2 (C4b). Conclusion C4b may be the biomarker of AD and it may be helpful to understand the pathogenesis of AD.
3.Further Improvement of Quality in Disinfection and Isolation Management
Ping YU ; Jinling YANG ; Huiyun ZENG
Chinese Journal of Nosocomiology 2006;0(07):-
OBJECTIVE To further improve the quality and promote implementation of(disinfection) and isolation(system), in order to reduce hospital infection.METHODS The quality control network is applied to perfect(disinfection) and isolation system and implemented the quality inspection according to standards to promote the(improvement) of management quality.RESULTS According to weak links existent in management to further(improve) the quality of work(analysis) and inspection that implemented,find out the course of implementing in(existent) weak link,improve and realize the disinfection and isolation system in practice.CONCLUSIONS The further improvement of quality in disinfection and isolation system implement is the best way to improve the(hospital) management of disinfection and isolation.
4.Hidden Markov model for protein structural class prediction based on MATLAB
Huiyun YANG ; Ouyan SHI ; Haixuan QIAO ; Xin TIAN
International Journal of Biomedical Engineering 2012;(6):350-352,372
Objective Predicting protein structural class is the basis for predicting protein spatial structure,so it is important to improve the prediction accuracy of protein structural class.Methods We proposed 3-state and 8-state Hidden Markov model (HMM),and applied these HMMs to the prediction of protein structural class,respectively.We evaluated their accuracy on two different datasets through the rigorous jackknife cross-validation test.Results Prediction ability of 8-state HMM and 3-state HMM to all α class were excellent,the prediction accuracy of 3-state HMM even reached above 95%.Compared with Chou data set,the prediction accuracy of Zhou data set for all β class and α/β class of was improved,while overall prediction accuracy increased by 2%.Conclusion HMM is an effective method to predict protein structural class.
5.Modulation of TNF on the expression of protease activated receptors in P815 mast mells
Huiyun ZHANG ; Shufang ZHANG ; Haiwei YANG ; Wenjing MA ; Shunlan WANG ; Shaoheng HE
Chinese Journal of Microbiology and Immunology 2011;31(8):673-677
Objective To investigate the potential influence of TNF on the expression of protease activated receptor (PAR)-1,2,3 and 4 by using P815 mast cells. Methods After being challenged with various concentrations of TNF for 2 h, 6 h and 16 h, the P815 mast cells were treated with or without Triton X-100 and the PAR expressions were detected by flow cytometry and immunofluorescent microscopy. Results Compared with the corresponding controls, TNF concentration-dependently upregulated expressions of PAR-2 and PAR-4 both in Triton X-100-treated and the untreated groups, but had no significant effect on the expression of PAR-1 and PAR-3. Moreover, no significantly different expressions of TNF-induced PAR-1, 2, 3 were observed between Triton X-100-treated and the untreated groups, whereas Triton X-100-treated PAR-4 expressions were significantly enhanced by TNF compared with the Triton X-100-untreated ones. Conclusion TNF can up-regulate PAR-2, 4 expression of P815 mast cells but has little effect on the expression of PAR-1, 3 correspondingly. And Triton X-100 treatment had no significant effect on TNF-modulated expression of PARs in P815 mast cells.
6.Experimental study of prevention effect of andrographolide against radiation exposure in rats
Huiyun BAI ; Xiang MU ; Li LI ; Kuke DING ; Lijian YANG ; Jie LI ; Xiaoli DONG
Chinese Journal of Radiological Medicine and Protection 2011;31(2):194-196
Objective To explore the effects of andrographolide(AP),extracted from the traditional Chinese herb Andrographlis paniculata(AP),on injury induced by radiation exposure.Methods Sixty male rats were randomly divided into 4 equal groups and irradiated with 60Co γ-rays at the doses of 1,2,and 4 Gy,respectively:low dose AP group(intragnstrically administered with AP at the dose of 100 ms/kg daily for 10 d before irradiation),and high dose AP group(intragastrically administered with AP at the dose of 200 ms/kg daily for 10 d before irradiation),model group(administered with the same volume of normal saline instead of AP for 10 d before irradiation),and control group(irradiated only at 3 different doses).One day after irradiation all rats were killed with their livers being fixed to make paraffin section.The morphological feature was observed under light microscope after HE staining,and the cell apoptosis was detected by TUNEL technology.Results Compared to the control and model groups,the pathological changes of liver were significantly gentler in the AP treatment groups.The apoptosis rates of the liver cells of all the AP sub-groups were significantly lower than those of the control and model subgroup(t=2.19-4.80.P<0.05).Conclusions AP might have prevention effect against radiation exposure.
7.Effects of light intensity on associated enzyme activity and gene expression during callus formation of Vitis vinifera.
Rong LIU ; Guowei YANG ; Yueyan WU ; Huiyun RAO ; Xuefu LI ; Meiqin LI ; Pingxian QIAN
Chinese Journal of Biotechnology 2015;31(8):1219-1229
We analyzed the best light intensity for callus induction and maintenance in Vitis vinifera and explored the mechanism of grape callus browning. Tender stem segments of grape cultivar "gold finger" were used to study the effects of different light intensities (0, 500, 1 000, 1 500, 2 000, 2 500, 3 000 and 4 000 Lx) on the induction rate, browning rate and associated enzyme activity and gene expression during Vitis vinifera callus formation. The callus induction rate under 0, 500, 1 000 and 1 500 Lx was more than 92%, significantly higher than in other treatments (P < 0.05). A lower browning rate and better callus growth were also observed during subculture under 1 000 and 1 500 Lx treatments. We found that chlorogenic acid, caffeic acid, p-hydroxybenzoic acid and coumaric acid contents were correlated with the browning rate of callus, among which chlorogenic acid content was positively correlated with the browning rate (P < 0.05). Peroxidase (POD) and polyphenol oxidase (PPO) activities were negatively correlated with the browning rate of callus (P < 0.01). The POD, PPO and phenylalanine ammonialyase (PAL) expression levels were positively correlated with the browning rate at P < 0.05 or P < 0.01. An appropriate light intensity for the tissue culture of Vitis vinifera was 1 000-1 500 Lx, higher or lower light intensities significantly impaired normal callus growth.
Caffeic Acids
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chemistry
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Catechol Oxidase
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chemistry
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Culture Media
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chemistry
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Gene Expression Regulation, Plant
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Light
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Peroxidase
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metabolism
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Phenylalanine Ammonia-Lyase
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metabolism
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Plant Stems
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enzymology
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radiation effects
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Tissue Culture Techniques
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Vitis
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enzymology
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radiation effects
8.Correlation of cancer-related fatigue and life quality of lung cancer patients after chemotherapy
Liu YANG ; Miaoli WU ; Shuguang ZHU ; Huiyun ZENG ; Yanfei YAN ; Haibo ZHANG
Modern Clinical Nursing 2015;(4):1-3,4
Objective To explore the correlation of fatigue and life quality of lung cancer patients after chemotherapy. Method A survey was conducted among 54 lung cancer patients after chemotherapy with revised piper fatigue scale ( PFS ) and medical outcomes study (SF-36). Result The total score of PFS of lung cancer patients was (6.44 ± 1.62). The score of SF-36 related area include physical dimension (58.47 ± 5.48), psychological dimension (55.04 ± 4.91) and social dimension (49.21 ± 4.77) environment dimension (52.86 ± 4.98). The total score of PFS was negatively correlated with physical, psychological and environmental dimensions (P<0.05), and not correlated with social dimension (P<0.05). Conclusions The cancer-related fatigue and life quality of lung cancer patient is at medium-severe level, and their life quality is at low level. Positive and effective psychological intervention and psychological nursing can reduce cancer-related fatigue and improve their life quality.
9.The applied anatomical study for transethmoidal-sphenoid optic nerve decompression under endoscopy
Youxiong YANG ; Qinkang LU ; Jianchun LIAO ; Jianyao ZHANG ; Ruishan DANG ; Huiyun WANG ; Tao JIANG
Chinese Journal of Microsurgery 2010;33(4):311-314,后插六
Objective To explore the anatomy for transethmoidal-sphenoid optic nerve decompression under endoscopy and its significance in operation. Methods Fifteen cases (30 sides) of formalin-fixed adult optic canal specimens were dissected under the microscope. The anatomic characteristics of the optic canal and its adjacent were observed, and the relative parameters were evaluated according to nasal endoscopic approach. Results ①The relationship between the optic carotid triangle(OCT)with the optic canal, the ophthalmic artery, the cavernous sinus and the internal carotid artery were invariable, its present ratio were in 66.7%. ②The mean distance from the front margin of nasal columella floor to medial wall of the orbital opening, middle portion and the cranial opening in the optic canal were (72.79 ± 5.40)mm, (75.85 ± 5.10)mm and (79.34 ± 4.95)mm, respectively, and the elevation angles were (39.45 ± 3.68)°, (37.30±4.24)°and (35.45 ± 4.16)°, respectively. ③The mean thickness of sheath in the medial wall of the orbital opening,middle portion and the cranial opening were (0.70 ± 0. 18)mm, (0.51 ± 0.15)mm and (0.49-0.22)mm,respectively. The difference in thickness between the orbital opening and middle portion, the cranial opening were very remarkable(P < 0.01 ). ④The lateral deviate distance from medial wall of the orbital opening, middle portion and cranial opening to sagittal median plane of cadaveric were 1/2 (12.69 ± 2.73)mm、1/2( 19.61± 3.47)mm and 1/2 (25.79 ± 3.23)mm, respectively. Conclusion OCT is the most reliable anatomic landmark to locate the optic canal, and the key point is at the orbital opening of the optic nerve in the optic nerve decompression. It is secure and feasible to cut the sheath from the place where the medial wall crosses the superior wall of the optic nerve.
10.Studies on Chemical Constituents and Antitumor Activity of Viscum liquidambaricolum Hayata.
Yanjun YANG ; Huiyun CHEN ; Jiehong LIN ; Meizhu LI ; Lianhao XU ; Guangqing QIU
Journal of Guangzhou University of Traditional Chinese Medicine 1999;0(02):-
【Objective】The chemical constituents of Viscum liquidambaricolum Hayata.were studied to screen the constituents with antitumor activity.【Methods】Chromatography was used for the isolation and purification of chemical constituents of Viscum liquidambaricolum Hayata..And their structures were identified on the basis of spectroscopic evidences and physiochemical properties.Meanwhile,the in-vitro antitumor activities of two kinds of triterpenoids and one kind of sitosterol were investigated.【Results】Four compounds were isolated from Viscum liquidambaricolum Hayata.and their structures were identified as genkwanin(1),?-amyrin acetate(2),erythrodiol(3) and ?-sitosterol(4).Compounds 2 and 3 had an inhibitory effect on mice sarcoma 180(S180),Ehrlich ascites carcinoma(EAC) and ascties hepatoma(HeAP),and compound 4 had an inhibitory effect on mice S180 and EAC,their half-inhibitory concentrations being less than 400??g/mL.【Conclusion】Compounds 1~4 are isolated from Viscum liquidambaricolum Hayata.for the first time,and compound 1 is isolated from Loranthaceae for the first time.Triterpenoids and steroids from Viscum liquidambaricolum Hayata.exert certain antitumor activity.