2.Support Vector Machine for Prediction of Horizontal Gene Transfers in Bacteria Genomes
Jiansheng WU ; Jianming XIE ; Tong ZHOU ; Jianhong WENG ; Xiao SUN
Progress in Biochemistry and Biophysics 2006;0(07):-
Horizontal gene transfer (HGT), also Lateral gene transfer (LGT), is any process in which an organism transfers genetic material to another species that is not its offspring. With the increase of available genomic data, it has become more convenient to study the way to detect the genes, which are products of horizontal transfers among a given genome. There are few data about known horizontal gene transfers in three bacterium genomes under consideration, so the experiments, which simulated gene transfer by artificially inserting phage genes, were carried out. Combining the feature analysis methods of gene sequences with support vector machine (SVM), a novel method was developed for identifying horizontal gene transfers (HGT) in 3 fully sequenced bacterium genomes (Escherichia coli K12, Borrelia burgdorferi, Bacillus cereus ZK). According to our previous work, codon use frequency (FCU) was selected as the sequence feature, in respect that it is inherently the fusion of both codon usage bias and amino acid composition signals. In addition, another computational method was proposed considering strand asymmetry and predicting horizontal gene transfers of leading strand and lagging strand of genomes under consideration, respectively. To avoid the occasionality of simulating gene transfer through artificially inserting phage genes, 100 times of the transfer-and-recover experiment were repeated and arithmetic average of measurement for each genome being considered were reported to evaluate algorithm's performance. Ten-fold cross-validation was used for both parameter and accuracy estimation. The best results were obtained for C-Support Vector Classification (C-SVC) type by using the radial basis function kernel with ?=100, while for one-class SVM type the best performance was obtained using the polynomial kernel of three degree. The performance of the approach was compared with that of Tsirigos' method ,which is one of the best predictive approachs to date in detecting of horizontal transfer genes. Firstly, for the original method that did not consider the strand asymmetry, the C-SVC type has a high relative improvement(RI) of 31.47% on hit ratio for Escherichia coli K12, while the one-class SVM type has RI of 11.61% for Borrelia burgdorferi. Moreover, as theoretically expected, the method considering the strand asymmetry resulted in higher RI than the original method. In order to examine the approach's performance in detecting factual gene transfer events, the approach was applied in genome of Enterococcus faecalis V583. It is not only succeed in recovering all the seven factual horizontally transferred genes, also found that the whole segment from 7 kb upstream of gene EF2293 to 38 kb downstream of gene EF2299 was probably transferred into E. faecalis V583 genome simultaneously with the above seven genes.
3.Study on correlation between erythrocyte indices and genotype in cases with alpha-thalassemia
Yongliang ZHANG ; Weishan WANG ; Yuqiu ZHOU ; Qizhi XIAO ; Jianhong XIE
Chinese Journal of Laboratory Medicine 2012;35(5):418-422
Objective To investigate the correlation between the erythrocyte indices and the genotypes of alpha thalassemia.Methods337 carriers with various genotypes of alpha-thalassaemia ( iron deficiency,alpha-thalassemia double heterozygote and homozygote,α-compounding β-thalassemia and abnormal hemoglobinopathy were excluded) were classified into three groups based on different genotypes of alpha-thalassaemia including silent thalassemia group (ST,83 cases),α-thalassemia trait group (TT,210cases) and intermediate thalassemia group( IT,44 cases),and 154 healthy adults were randomly choosed as normal control The erythrocyte indices involving in RBC,Hb,MCV,MCH,MCHC and RDW-CV were retrospectively analyzed and the difference of which was compared by analysis of variance and SNK test among aboved-mentioned groups.ResultsThere were statistical significance among groups about erythrocyte indices except Hb F.The order of the level of MCV and MCH was NC [( 86.6 ± 5.2) fl,( 29.5 ± 2.1 ) pg] >ST[(80.1 ±3.3) fl,(26.7±1.3) pg] >TT[(68.5 ±3.4) fl,(22.0 ±1.2) pg] >IT[(66.6±7.1)fl,(20.0 ±2.2) pg,F =580.67,761.19,P <0.05].And the size of RDW-CV was IT(22.3 ±3.4)% >TT (14.9±1.2) % >ST(13.8±1.6)% >NC(13.2±1.4)%(F=347.25,P<0.05).In ST group,the value of MCHC of -α3.7/αα subgroup( 335.6 ± 8.0) g/L was higher than that of -α4.2/αα subgroup( 330 ±7.2) g/L and αTα/αα subgroup (328.4 ±9.5) g/L(F=6.07,P <0.05).Meanwhile,in IT group,the value of MCV of αTα/--SEA subgroup( 70.1 ± 7.2 ) fl was higher than that of -α3.7/--SEA subgroup ( 63.4 ±5.9) fl and -α4.2/--SEA subgroup ( 64.1 ± 4.0 ) fl ( F =5.55,P < 0.05 ).However,the value of MCHC of αTα/--SEA subgroup( 289.7 ± 21.2 ) g/L was lower than that of other two subgroups [( 306.3 ± 8.4 ),(306.1 ± 8.7) g/L,F =8.72,P <0.05].Except Hb A2 and Hb F,there was positive correlation between the number of deleted α-globin gene and that of RBC and RDW-CV ( r =0.318 and 0.580,P <0.01 ).Nevertheless,there was negative correlation between the number of deleted α-globin gene and that of the other erythrocyte indices (r =-0.483,-0.827,-0.744 and -0.684,P all <0.01 ).ConclusionsThere is close correlation between the degree of anemia and the number of deleted α-globin gene characterized by Hb reduction and RBC increasing.In addition,the anemia degree of non-deletional Hb H disease is severer than that of deletional Hb H,which of Hb H disease with -α4.2/--SEA is severer than that with -α3.7/--SEA.
4.Comparison between probe melting curve analysis based on real-time fluorescent PCR and reverse dot blot assay for gene and prenatal diagnosis of β-thalassemia
Qizhi XIAO ; Yuqiu ZHOU ; Jianhong XIE ; Yongliang ZHANG
Chinese Journal of Laboratory Medicine 2012;35(5):413-417
ObjectiveTo evaluate the reliability of the probe melting curve analysis (PMCA) based on real-time fluorescent PCR assay for the genetic diagnosis and prenatal diagnosis of β-thalassemia.MethodsA total of 135 cases of peripheral blood samples were collected from Zhuhai Municipal Maternity and Child Healthcare Hospital between 2008 and 2010.All the samples were performed preliminary diagnosis according to the hematological data.Of these,119 cases were diagnosed as β-thalassemia trait,4 cases were diagnosed as severe thalassemia and 12 cases were normal.In addition,44 cases of amniotic fluid and 8 cases of cord blood with high-risk for severe β-thalassemia were also collected.The diagnostic reliability of the PMCA assay and reverse dot blot assay was evaluated on 187 above-mentioned cases by direct DNA sequencing analysis in a double-blind study.ResultsThe genotypes of 185 cases were detected accurately based on the PMCA assay except for two cases:one heterozygote with Ini( ATG > AGG) was omitted and another heterozygote couldn't be distinguished between CD43 ( G > T) and CD37 ( G > A ).For the RDB assay,only one heterozygote with CD71-72 ( + T) was not detected accurately in the above-mentioned cases.Compared with the DNA sequencing analysis,the sensitivity,specificity,negative predictive value,positive predictive value and diagnostic efficiency of the PMCA assay were 98.75%,100.00%,93.10%,100.00% and 98.93%,respectively.The corresponding value of the RDB assay were 99.38%,100.00%,96.42%,100.00% and 99.47%,respectively.There were no significant between-group differences in the diagnostic efficiency of the two assays ( P > 0.05 ).The results of prenatal diagnosis were in complete concordance with the follow up results,after the birth or induced labour of the fetuses.ConclusionsThe PMCA assay can be used as an alternative and verified method of RDB assay for the genetic diagnosis and prenatal diagnosis of β-thalassemia.
5.Probe melting curve analysis-based PCR assay for the rapid detection of non-deletionα-thalassemia(αT)
Xing CHEN ; Qizhi XIAO ; Wen YU ; Yuqiu ZHOU ; Jianhong XIE
International Journal of Laboratory Medicine 2015;(14):2009-2010,2012
Objective To investigate the clinical value of the probe melting curve analysis‐based PCR assay for the detection of three types of αT .Methods A total of 149 blood and prenatal archival DNA samples (6 of which were amniotic fluid samples)with three knownαT genes ,which included 63 carriers with Hb CS ,22 cases with Hb QS ,43 individuals with Hb WS and 1 double heter‐ozygote with Hb CS and Hb WS) as well as 20 samples with normalα‐globin gene sequence that had been confirmed by RBD com‐bined with DNA sequencing were selected to test the specificity of probe melting curve analysis by blind analysis .Results The probe melting curve analysis accurately detected 100 of the DNA samples previously characterized by S RBD combined with DNA sequencing .Conclusion Probe melting curve analysis‐based PCR assay for the detection ofαT is featured with rapidity and accuracy and can be applied to clinical and prenatal diagnosis .
6.Investigation of internal quality control parameters of routine biochemical tests in 18 third-grade class A hospitals of Hebei Province
Hongxun SUN ; Jianhong ZHAO ; Hongtao GU ; Yongfu XIE
Chinese Journal of Laboratory Medicine 2012;(12):1155-1158
Objective To explore the feasibility of carrying out the common imprecision range among different biochemical systems in different laboratories.Methods Biochemical professionals visited 18 third-grade class A hospitals in Hebei Province,investigated the internal quality control data of 21 biochemical tests and made classification according to certain parameter criterias.Data were collected from April to September,2010 and calculated for cumulative mean,standard deviation (s) and CV.Data were compared according to 1/3,1/4 of TEa established by CLIA'88 and allowable CVb% derived from biological variants.Results Among 18 hospitals,5 (27.8%) set their target value by mean value of 6 months,5(27.8%) by continuous 20 days and 8(44.4%) by the given value of the supplier.CVs of 21biochemical tests were quite different among 18 biochemistry laboratories,in which LDH was 6.79 times and CK was 76.79 times different from one another.35.5%-94.1% biochemical tests met the requirement of CV < 1/3TEa and 0.0%-91.7% met the requirement of CV < 1/4TEa.0.0%-94.1% of tests were below allowable CVb% 16/21 (76.2%) tests could satisfy the requirement of CV < 1/3TEa.The top five tests which didn't meet the requirements were Na,Urea,TBIL,ALT and Glu.Conclusions The internal quality control among biochemistry laboratories in Hebei Province has not been standardized yet.According to the survey data,biochemistry laboratories of third-grade class A hospitals may set 75% point of imprecision as a reference.After a period of improvement,we will set common imprecision range among biochemistry laborotories in Hebei Province and even in China.
7.Present status and trend of heart fluid mechanics research based on medical image analysis.
Jianhong GAN ; Lixue YIN ; Shenghua XIE ; Wenhua LI ; Jing LU ; Anguo LUO
Journal of Biomedical Engineering 2014;31(3):698-702
With introduction of current main methods for heart fluid mechanics researches, we studied the characteristics and weakness for three primary analysis methods based on magnetic resonance imaging, color Doppler ultrasound and grayscale ultrasound image, respectively. It is pointed out that particle image velocity (PIV), speckle tracking and block match have the same nature, and three algorithms all adopt block correlation. The further analysis shows that, with the development of information technology and sensor, the research for cardiac function and fluid mechanics will focus on energy transfer process of heart fluid, characteristics of Chamber wall related to blood fluid and Fluid-structure interaction in the future heart fluid mechanics fields.
Algorithms
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Biomechanical Phenomena
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Heart
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physiology
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Humans
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Image Interpretation, Computer-Assisted
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Magnetic Resonance Imaging
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Ultrasonography, Doppler
8.Validity of kinetic factors on evaluating the vertical jumping ability after anterior cruciate ligament reconstruction
Di XIE ; Huifang CHEN ; Jianhong QI ; Haibin LIU ; Feng GAO ; Zhenhua ZHU ; Wenning YANG
Chinese Journal of Tissue Engineering Research 2016;20(51):7648-7653
BACKGROUND:Evaluation of vertical jumping ability is usual y only limited to height measurements. The measurements of parameters that describe kinetic factors may provide a better assessment of a patient’s jumping ability.
OBJECTIVE:To determine the deficit in one-legged vertical jumping ability and to clarify the relationships between the maximum jumping height and the maximum power, force and velocity during one-legged vertical jumps after anterior cruciate ligament reconstruction.
METHODS:Twenty-five healthy subjects (10 males and 15 females) and 25 anterior cruciate ligament reconstructed patients (10 males and 15 females) participated in this study. The isokinetic quadriceps femoris strength and one-legged vertical jumping ability were evaluated by the height, power, force and velocity in al subjects.
RESULTS AND CONCLUSION:(1) The maximum height of the one-legged vertical jumps was only significantly correlated with the maximum force in the healthy subjects (P<0.05). (2) However, for the reconstructed and unreconstructed legs in anterior cruciate ligament reconstructed patients, the maximum jumping height was significantly correlated with the maximum power, force and velocity during one-legged vertical jumps (P<0.05). (3) These findings suggest the importance of a knee strategy during one-legged vertical jumps for rehabilitation after anterior cruciate ligament reconstruction. Assessment of the jumping ability after anterior cruciate ligament reconstruction may be determined by the maximum power instead of the maximum jumping height.
9.Verification application of PCR techniques with different principles in prenatal diagnosis of thalassemia
Qizhi XIAO ; Ge WANG ; Lianxiang LI ; Lei LI ; Jianhong XIE ; Yuqiu ZHOU
The Journal of Practical Medicine 2017;33(6):994-996
Objective To evaluate the necessity and feasibility by using two different PCR-based techniques for prenatal diagnosis of thalassemia. Methods 509 specimens for prenatal diagnosis of thalassemia were detected respectively by single tube multiplex PCR(STMP),reverse dot blot(RDB)or probe melting curve assay(PMCA)for commonα-thalassemia orβ-thalassemia mutations in double-blind tests. Samples with different detection results were confirmed with DNA sequencing analysis. Prenatal diagnosis of thalassemia results were verified or followed up after birth. Results In detectingα-thalassemia andβ-thalassemia,there was one case in STMP + RDB and another case PMCA indicating differentiating results. The detection sensitivity of STMP + RDB was higher than that of PMCA,and its difference can be used as an indication for maternal blood contamination. Conclusion The two PCR methods with different principles were necessary and feasible for the prenatal diagnosis of thalassemia. The two methods were complementary to each other ,which can ensure the reliability of the prenatal diagnosis results and reduce the defects of single technique. It is worthy to be popularized in clinical application.
10.Apoptotic mechanism of WJH-6, a novel polyamine conjugate, on K562 and HL-60 cells.
Songqiang XIE ; Qian LI ; Hongxia MA ; Yahong ZHANG ; Jianhong WANG ; Jin ZHAO ; Chaojie WANG
Acta Pharmaceutica Sinica 2010;45(4):451-5
In the present study, the apoptotic mechanism and polyamine transporter recognition of WJH-6, a novel polyamine conjugate, were investigated in K562 and HL-60 cells. The cytotoxicity of WJH-6 was assessed by MTT assay; cell cycle distribution and apoptosis were measured by flow cytometry; the protein expression of Caspase-3, Caspase-8, Caspase-9, Bid and mitochondrial membrane potential (MMP) were evaluated by high content screening (HCS) analysis; the protein expression of cytochrome c was measured by Western blotting. The results showed that WJH-6 could be recognized and transported by polyamine transporter (PAT). Furthermore, WJH-6 was able to inhibit K562 and HL-60 cells proliferation and induce apoptosis. This apoptotic effect was relative to MMP loss, cytochrome c release from mitochondria to cytoplasm and the activation of Caspase-8, Caspase-9, Caspase-3 and Bid. These results suggested that WJH-6-induced K562 and HL-60 cells apoptosis was related with mitochondrial damage.