1.An optimal automatic selection algorithm of permissible source region applied in bioluminescence tomography.
Qian ZHANG ; Chunxiao CHEN ; Gao LIU ; Tingting LI
Chinese Journal of Medical Instrumentation 2014;38(6):393-397
OBJECTIVEAn optimal automatic selection method of permissible source region is proposed to reduce the ill-conditioned and ill-posed problems in the reconstruction of the light source in bioluminescence tomography.
METHODSThe 2D images captured by CCD are mapped into surface light irradiance distribution based on the light propagating model. The relation matrix between the source and light distribution is obtained by finite element method. Permissive source region is determined by using the automatic selection method proposed in this paper, and then Tikhonov regularization is applied to reconstruct the light source.
RESULTSThe center point distance between the optimal permissible source region and true source is 1.26 mm, and the center point error of the reconstructed light source and true source is 0.47 mm, the volume error is 9.13 mm3.
CONCLUSIONThe optimal permissive source region selection strategy is effective to locate the permissive source region close to the true source, and reduces the reconstructed error due to subjective orientation of permissible source region. This proposed method is the basis of high precision source reconstruction in bioluminescence tomography.
Algorithms ; Light ; Luminescent Measurements ; Tomography
2.Co-expression and transcriptional regulation network analysis of PD-L1 in lung squamous cell carcinoma
Feiyue FENG ; Bin QIU ; Chunxiao LI ; Haili QIAN ; Shugeng GAO
Medical Journal of Chinese People's Liberation Army 2017;42(5):361-365
Objective To construct a programmed cell death ligand 1(PD-L1) co-expression network in lung squamous cell carcinoma,screen potential PD-L1 co-expression biomarkers,and try to find the genes and pathways participating in PD-L1-regulated tumor immune response.Methods The lung squamous cell carcinoma dataset extracted from TCGA was used to screen the co-expression genes of PD-L 1 at the whole-genome transcriptional level by Venny analysis,and the target genes were screened by multiple types of cluster and molecular network analysis to construct a PD-L1 co-expression network.Results A total of 126 genes moderately co-expressed with PD-L1 were retrieved,most of them are plasma membrane targeting genes participating in immune response.Three transcription factors (IRF2/NFKB1/IRF1) were involved in more than 30% the regulation of the PD-L1 genes transcription.By screening the core molecules of co-expression of PD-L1 gene set and analyzing the connectivity of network node,6 network nodes genes with the highest connectivity were retrieved as follows:IFNG,JAK2,STAT1,CTLA4,CD80 and CCR5.Analysis of the relations of the different expression levels of these genes to the survival situation of patients with lung cancer revealed that CCR5 was a significant prognostic marker.Analysis of the PD-L1 expression and CCR5 gene spectrum data showed the Pearson correlation coefficient is 0.47(P<0.05);GO-BP cluster analysis showed that the function of CCR5 mainly focused on immune regulation,T cell regulation and signal transduction,in accordance with the PD-L1 function of network regulation.Conclusions The main nodes of PD-L1 co-expressing gene set are immune-related molecules,among which IFNG/CCR5/NFKB1 play the most significant regulatory effects in the gene network.This finding lays a foundation for the research and immunotherapy for lung squamous cell carcinoma.
3.The regional genomic instability induced by 60Co γ-rays in B16 cells transfected by GFP
Jing LIU ; Yating WANG ; Hai LIN ; Qian HAN ; Chunxiao ZHANG ; Ou BAI
Chinese Journal of Radiological Medicine and Protection 2012;32(5):465-468
Objective To detect the regional genomic instability of B16 cells treated with 60Co γ-rays by a green fluorescence protein (GFP)-based genomic instability reporting system.Methods Three groups were employed as non-transfection group,vector control group and transfection group.The GFP-marked reporter construct pCMV-EGFP2XhoI for regional genomic instability was successfully transfected into B16 cells using liposome.B16 cells were selected by screening of G418 with a series of concentrations and limiting dilution cultures to yield a single colony.B16 cells with the genomic instability report system were then irradiated by 60Co γ-rays at doses of 0,2 and 4 Gy.The regional genomic instability of B16 cellswas quantified by counting the number of cells with GFP expression.Results B-16 cell strain steadilyexpressing the GFP-based genomic instability reporting system was established successfully.GFP-positiveB16 cells were observed at 1 d after irradiation with 60Co γ-rays at doses of 2 and 4 Gy.Positive correlations between fluorescence intensity and dose and fluorescence intensity and time were also observed.The positive expression rate of GFP followed the increased of dose (F =36.55,36.76,P < 0.05) and time (t =-3.27,-3.16,-4.26,-6.11,-7.17,P < 0.05),and differences between groups were significant.The positive expression rate of GFP increased significantly at 3 d,and maximum expression was observed at 5 d(2.46 ± 0.24 and 3.82 ± 0.35).The level was tending towards stability.Spontaneous GFP expression at a ratio of 1/600 000 was observed in 0 Gy group after 2 weeks of culture.Conclusions The regional genomic instability of B16 cells induced by 60Co γ-rays can be detected using a GFP-labelled genomic instability reporter system.
4.Random Forests algoritm-based bioinformatic screening of functional genes involved in lymph metastasis of cervical cancer
Shuying FAN ; Chunxiao LI ; Ting WANG ; Chunxia ZHOU ; Haili QIAN ; Haijuan WANG ; Qimin ZHAN
Chinese Journal of Biochemical Pharmaceutics 2016;36(4):5-8
Objective To screen the genes most relevant to lymph node metastasis of cervical cancer and identify the genes at the key knots of the regulatory network to provide the potential targets for cervical cancer intervention.Methods The transcriptional profiling database of TCGA was used, and random forests algorithm was adopted to rank the genes related to lymph node metastasis extracted from GeneCards database.STRING and Cytospace tolls were used to build the interactive regulatory network and identify the most weighted genes localized in the central of the network.DAVID platform was used to perform a functional annotation for the whole geneset.Results We ranked 2784 genes in respect to their potential contributions to lymph node metastasis of cervical cancer and identified the genes at the key knob.The genes related to cancer metastasis were enriched to cytokines pathway, MAPK pathway, wnt pathway, intercellular interaction, adhesive conjunction, cellular skeleton regulation, etc.Some of the identified key genes, like EGFR, NOTCH1, RHOA, etc. have been verified to be closely related cervical cancer metastasis in the basic and clinical research. Conclusion Random forests algorithm is useful, taking advantages of TCGA database, in enriching the genes playing significant role in cervical cancer metastasis.A majority of the genes in the analyzed geneset were indicated to be significantly correlated with lymph node metastasis.
5.The effect of tumor metastasis associated gene 1 on the process of epithelial-mesenchymal transition in esophageal squamous cell carcinoma
Huan LIU ; Haijuan WANG ; Chunxiao LI ; Hui LI ; Chen LIN ; Haili QIAN
Clinical Medicine of China 2015;31(6):498-502
Objective To explore the effect and mechanism of metastasis associated gene 1 (MTA1) on epithelial-mesenchymal transition(EMT) of esophageal squamous cell carcinoma(ESCC).Methods Lentivirus infection method was used to establish the MTA1 knocking out cell line (LV3-shMTA1-KYSE410) and the MTA1 overexpressing cell line (LVS-MTA1-KYSE450).Western Blot was used to measure the expression of MTA1 and the proteins associated with EMT process.Furthermore,the expression and localization of E-cadherin and Vimentin were observed by immunofluorescence assay under confocal microscope.Finally,the wound healing method was performed to confirm the changes of migration ability of the established cell lines.Results When KYSE-450 cells were overexpressed MTA1,the expression level of E-cadherin was down-regulated while Vimentin was up-regulated,and the migration ability was enhanced (0.91 ± 0.00 vs.0.23 ± 0.04,P <0.05).When MTA1 was knocked out in KYSE-410 cells,the results were the opposite (0.19±0.01 vs 0.53±0.01,P <0.05).Conclusion Overexpression of MTA1 may promote the process of epithelial-mesenchymal transition and enhance the migration ability of ESCC.
6.T2 mapping Imaging of Lumbar Intervertebral Disc Degeneration by Using 1.5T Magnetic Resonance
Qun WEN ; Fanhua MENG ; Ting QIAN ; Chunxiao WEI ; Jun LIU ; Jing XIAO
Chinese Journal of Medical Imaging 2017;25(7):531-535
Purpose To investigate the value of MRI T2 mapping imaging in diagnosis of lumbar intervertebral disc degenerative (IVDD).Materials and Methods A prospective study was performed on 100 patients who underwent 1.5T MRI examination because of lumbar and back pain from October 2013 to December 2015 at the Fifth People's Hospital of Shanghai,Fudan University.The MRI examinations included conventional sagittal T1WI and T2WI,axial T2WI and median sagittal T2 mapping imaging.According to Pfirrmann standard,475 lumbar intervertebral discs were graded.T2 values of nucleus pulposus (NP) and annulus fibrosus (AF) of anteriority and posterior with different grades were measured and compared.The correlations between T2 value,age and grade were further analyzed.30 patients were selected and underwent a second MR examination after half a year,and the difference of T2 values between the two MR examinations were compared.Results Except for grade Ⅳ and grade Ⅴ,the differences of T2 values of NP between the other grades of lumbar intervertebral discs were statistically significant (P<0.05).T2 values of NP were negatively correlated with the grades (r=-0.77).There were no significant differences in T2 values of NP and AF of anteriority and posterior in 30 patients with back pain between the two MR measurements of half year interval (P>0.05).Conclusion T2 mapping imaging can quantitatively assess the degree of IVDD,especially T2 values of NP can reflect the differences of IVDD with grade Ⅰ-Ⅳ,so it can provide the imaging evidence for the diagnosis of IVDD.
7.Effects of esophageal cancer cell-derived exosomes on cancer cell migration and invasion and its mechanism research
Feng LIN ; Haijuan WANG ; Chunxiao LI ; Hui LI ; Ting WANG ; Peng NAN ; Haili QIAN ; Qimin ZHAN
Medical Journal of Chinese People's Liberation Army 2017;42(4):307-313
Objective To investigate the biological effects of exosomes secreted by KYSE410 cells on migration and invasion of KYSE410,KYSE510,YES2 cells and the possible mechanisms underlying the phenotype change.Methods The exosomes were isolated from the conditional supernatant of esophageal cancer cell line KYSE410 by ultracentrifugation.The morphology of exosomes was observed by transmission electron microscopy (TEM).Western blotting was used to detect the protein markers of exosomes.The uptaken of fluorescence-labeled KYSE410 exosomes by KYSE410,KYSE510 and YES2 was also recorded under confocal microscopy.Migration and invasion ability of the three esophageal carcinoma cell lines and the effects of exosomes from KYSE410 on migration and invasion of KYSE410,KYSE510 and YES2 cells were analyzed by Transwell chamber,respectively.The alteration of Wnt/β-catenin and PI3K/Akt pathway-related proteins were detected by Western blotting.Results The membrane structure of KYSE410 derived exosomes could be observed with its diameter ranged between 30-100nm.The invasion and migration ability of three esophageal cancer cells are KYSE410> KYSE510> YES2.KYSE410 exosomes promoted the migration and invasion of KYSE410,KYSE510 and YES2 cells.Conclusions Concentrated exosomes derived from the highly migratory and invasive esophageal cancer cell line KYSE410 promoted the migration and invasion potentials of itself and esophageal cancer cell lines KYSE510 and YES2,which possibly exerted the effects by activating Wnt/β-catenin and PI3K/Akt signaling pathways.
8.The comparison of the extraction of beta wave from EEG between FFT and wavelet transform.
Haowen WANG ; Zhiyu QIAN ; Hongjing LI ; Chunxiao CHEN ; Shangwen DING
Journal of Biomedical Engineering 2013;30(4):704-709
In order to choose a fast and efficient real-time method in beta wave information extraction, we compared the result and the efficiency of the information separation of both fast Fourier transform (FFT) and wavelet transform of EEG beta band in the present paper. Our work provides the basis for the EEG data come from the real-time health assessment of 3DTV. We took the EEGs of 5 healthy volunteers before, after and during the process of watching 3DTV and meanwhile recorded the results. The trends of the relative energy and the time cost of two methods were compared by using both the FFT and wavelet packet transform (WPT) which was to extract the feature of EEG beta wave. It demonstrated that (1) Results of the two methods were consistent in the trends of watching 3DTV; (2) Results of the differences in two methods were consistent before and after watching 3DTV; (3) FFT took less time than the wavelet transform in the same case. It is concluded that the results of both FFT and Wavelet transform are consistent in feature extraction of EEG, and a fast method to work with the large quantities of EEG data obtained in the experiments can be offered in the future.
Algorithms
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Brain
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physiology
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Electroencephalography
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methods
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Fourier Analysis
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Humans
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Male
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Signal Processing, Computer-Assisted
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Television
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Wavelet Analysis
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Young Adult
9.Biomechanical study of a self-designed anatomic plate for posterolateral tibial plateau
Xudong CHU ; Bin XU ; Huajun QIAN ; Chunxiao QIAN ; Deping ZHAN ; Jiangshan ZHOU ; Lyu PAN
Chinese Journal of Orthopaedic Trauma 2020;22(11):978-982
Objective:To evaluate the biomechanical performance of our self-designed anatomical plate for posterolateral tibial plateau in comparison with conventional plates for treatment of posterolateral tibial plateau fractures.Methods:A novel anatomic plate for posterolateral tibial plateau was designed according to the data measured in the superior fibular capitulum and 3D CT segmentation. Twenty-four knee joints were obtained from 12 freshly frozen adult cadavers to make models of posterolateral tibial plateau fracture. The models were divided into 3 groups( n=8). In group A, fixation was simulated via the supra-fibular-head approach after autogenous iliac bone-graft by our self-designed anatomic plate for posterolateral tibial plateau; in group B, fixation was simulated via the posterior tibial approach after autogenous iliac bone-graft by a small T-plate; in group C, fixation was simulated via the supra-fibular-head approach after autogenous iliac bone-graft by a normal L-plate. Biomechanical tests were carried out in the 3 groups to measure the vertical displacements of split bone fragment under the vertical compression loads of 500 N, 1,000 N and 1,500 N and the maximum compression upon failure of internal fixation (compressed displacemen t=3 mm). Results:At the vertical compression loads of 500 N, 1,000 N and 1,500 N, the vertical displacements of split bone fragment showed significant differences among the 3 groups ( P<0.05); there was a significant difference between group C and groups A and B, respectively ( P<0.05), but an insignificant difference between group A and group B ( P>0.05) though group A performed slightly better. In terms of the maximum compression upon failure of internal fixation, significant differences existed among the 3 groups ( P<0.05); there was a significant difference between group C and groups A and B, respectively ( P< 0.05), but an insignificant difference between group A and group B ( P>0.05). Conclusions:Our self-designed anatomic plate for posterolateral tibial plateau can firmly fixate the fracture fragments of posterolateral condyle.
10.Single-center data analysis of organ donation and utilization after citizen's death
Gongtao QIAN ; Xiaoshan LI ; Jianmei ZHOU ; Lihua ZHANG ; Chunxiao HU
Organ Transplantation 2020;11(5):599-
Objective To get a knowledge of the current status of organ donation and utilization after citizen's death in Wuxi District, and thereby provide ideas and basis for further development of organ donation work in local areas. Methods Clinical data from 151 organ donors, included 37 successful donors and 114 potential donors, were retrospectively analyzed. The reasons for donation failure of potential donors were analyzed. The general information for successful donors was collected. And the information on organ donation and organ utilization in successful donors were analyzed. Results Among the 151 organ donors, 37 were successful donors, with the conversion rate reaching 24.5%. For the 114 donors with failed organ donation, the reasons for failure included family disagreement, failure to meet donation status criteria, insufficient evaluation time, and unresolved work injury disputes. The categories for organ donation included 34 cases of donation after brain death followed by cardiac death (DBCD), 3 cases of donation after brain death (DBD), and no case of donation after cardiac death (DCD). The reasons for death of donors includes 19 cases of craniocerebral trauma, 14 cases of stroke and 4 cases of others. Among the 37 cases of successful donors, the majority were floating population. A total of 154 major organs and tissues were donated, of which 124 were major organs. The number of major organs and tissues donated per citizen was (4.2± 1.6) and the number of major organs donated per citizen was (3.4± 1.1). The utilization rate of the 154 donated organs reached 96.7% (149/154), with Nanjing, Wuxi, Suzhou and Changzhou ranking the top 4 of organ distribution. Conclusions The rate for successful organ donation and conversion after citizen's death is low in Wuxi District. The organ donation work networks in local areas should be established. And organ donation promotion efforts and skills training for coordinators should be developed.