学科分类
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17 个结果
  • 简介:Microarray数据基于肿瘤诊断是在生物信息学的一个很有趣的话题。关键问题之一是一个肿瘤的增进知识的基因的发现和分析。尽管解决这个问题有许多精致的途径,仅仅与microarray数据为肿瘤诊断选择增进知识的基因的一个合理集合仍然是困难的。在这份报纸,我们分类经由敏感对手惩罚了竞争学习的距离(DSRPCL)通过microarray数据表示进很多簇的基因算法然后在支持向量机器(SVM)的帮助下检测增进知识的基因簇或集合。而且,批评或强大的增进知识的基因能在获得的增进知识的基因簇上通过进一步的分类和察觉被发现。它是我们的建议DSRPCL-SVM途径为肿瘤诊断导致增进知识的基因的一种合理选择的冒号,白血病,和乳癌数据集的实验表明的井。

  • 标签: 微排列数据 信息基因选择 聚类分析 DSRPCL 肿瘤鉴别
  • 简介:Whilemuchattentionhasbeengiventobio-roboticsinrecentyears,notmuchofthishasbeengiventothechallengingsubjectoflocomotioninslipperyconditions.Thisstudybeginstorectifythisbyproposingabiomimeticapproachtogeneratingthefrictionrequiredtogivesufficientpropulsiveforceonaslipperysubstrate.Wetookinspirationfromasuccessfulbiologicalsolution-thatofapplyinghair-likestructurestothepropulsiveappendages,similartothesetaefoundinnereidpolychaeteslivinginmuddyhabitats.Webeganbyexaminingthemorphologyandthemeanlocomotionparametersofoneofthemostcommonnereids:Nereisdiversicolor.Followingthisstudy,wedesignedandfabricatedaroboticsystemwithappendagesimitatingthebiologicalshapefoundintheworm.Aflexiblecontrolsystemwasdevelopedtoallowmostofthelocomotionparametersobservedintherealwormtobeappliedtotherobot.Experimentsonthreedifferentnaturalsubstratesrangingfromfinesandtogravelshowedthat,whereasaplateattachedtotheappendagegeneratedmostthrustonasmallparticlesubstrate,abundleofartificialsetaeattachedtotheappendagegeneratedmostthrustonalargeparticlesubstrate.Onalltypesofsubstratetested,anappendagewithoutanyattachmentdidsignificantlyworsethanonewith.Thissuggeststhathair-likestructurescanbeadvantageous.

  • 标签: 仿生学 机器人技术 运动控制 光滑环境 摩擦力
  • 简介:基因治疗为癌症的治疗提供一条新途径。编码immunostimulatorycytokines的基因的转移与显著成功被使用了在动物消除癌症。然而,在有这策略的病人的临床的试用限制了功效。因此,基因转移向量系统的改进是必要的。混合病毒的向量,与鼠科的IL-12或记者LacZ基因由SFVreplicon组成,被构造。这混合向量在vitro并且在vivo在HCC显示出表示的特性和高水平。在一个老鼠orthotropic肝肿瘤模型,没有伴随毒性,由有mIL-12基因的混合向量的确定的肿瘤的治疗导致了一项强壮的反肿瘤活动。随后,助手依赖者侵入人体气管粘膜的病菌包含mifepristone(RU486)的向量可诱导的系统被构造为控制并且人的interleukin的肝特定的表示12(hIL-12)(HD-Ad/RUhIL-12)并且鼠标IL-12(mIL-12)(HD-Ad/RUmIL-12)。数据证明hIL-12的高、支撑的浆液层次能被继续RU486的管理达到每12或24h。hIL-12的重复正式就职能被获得在上,至少在HD-Ad/RUhIL-12的单个注射以后的48个星期的一个时期。肝转移与的处理HD-Ad/RUmIL-12,正RU846在所有动物导致了完全的肿瘤回归。然后,不同cytokine基因被插入到有条件的replicative侵入人体气管粘膜的病菌向量(也叫的oncolytic侵入人体气管粘膜的病菌)。在肿瘤房间的侵入人体气管粘膜的病菌的复制将杀死肿瘤房间和版本病毒,它感染包围肿瘤房间。由oncolytic侵入人体气管粘膜的病菌的cytopathic效果和transgene的生物效果的联合将施加强壮的反肿瘤活动。向量的这些新类型可以为癌症基因治疗提供一个有势力和安全工具。

  • 标签: 癌症 腺病毒 细胞活素 基因治疗
  • 简介:Microarraytechnologycanbeemployedtoquantitativelymeasuretheexpressionofthousandsofgenesinasingleexperiment.Ithasbecomeoneofthemaintoolsforglobalgeneexpressionanalysisinmolecularbiologyresearchinrecentyears.Thelargeamountofexpressiondatageneratedbythistechnologymakesthestudyofcertaincomplexbiologicalproblemspossible,andmachinelearningmethodsareexpectedtoplayacrucialroleintheanalysisprocess.Inthispaper,wepresentourresultsfromintegratingtheself-organizingmap(SOM)andthesupportvectormachine(SVM)fortheanalysisofthevariousfunctionsofzebrafishgenesbasedontheirexpression.Themostdistinctivecharacteristicofourzebrafishgeneexpressionisthatthenumberofsamplesofdifferentclassesisimbalanced.WediscusshowSOMcanbeusedasadata-filteringtooltoimprovetheclassificationperformanceoftheSVMonthisdataset.

  • 标签: 杂种技术 SOM-SVM 基因表达 分子生物学
  • 简介:Cellularmetabolismisaverycomplexprocess.Thebiochemicalpathwaysarefundamentalstructuresofbiology.Thesepathwayspossessanumberofregenerationstepswhichfacilitateenergyshuttlingonamassivescale.Thisfacilitatesthebio-chemicalpathwaystosustaintheenergycurrencyofthecells.Thisconcepthasbeenmimickedusingelectroniccircuitcom-ponentsandithasbeenusedtoincreasetheefficiencyofbio-energygeneration.Sixofthecarbohydratebiochemicalpathwayshavebeenchoseninwhichglycolysisistheprinciplepathway.Allthesixpathwaysareinterrelatedandcoordinatedinacom-plexmanner.Mimiccircuitshavebeendesignedforallthesixbiochemicalpathways.Thecomponentsofthemetabolicpath-wayssuchasenzymes,cofactorsetc.,aresubstitutedbyappropriateelectroniccircuitcomponents.Enzymesarerelatedtothegainoftransistorsbythebonddissociationenergiesofenzyme-substratemoleculesunderconsideration.Cofactorsandcoen-zymesarerepresentedbyswitchesandcapacitorsrespectively.Resistorsareusedforproperorientationofthecircuits.Theenergyobtainedfromthecurrentmethodsemployedforthedecompositionoforganicmatterisusedtotriggerthemimiccir-cuits.Asimilarenergyshuttleisobservedinthemimiccircuitsandthepercentageriseforeachcycleofcircuitfunctioningisfoundtobe78.90.Thetheoreticalcalculationshavebeenmadeusingasampleofdomesticwasteweighing1.182kg.Thecalculationsarrivedatfinallyspeakoftheefficiencyofthenovelmethodologyemployed.

  • 标签: 仿生学 结构生物学 碳水化合物 物质代谢
  • 简介:Hemeisakeycofactorinaerobiclife,bothineukaryotesandprokaryotes.BecauseofthehighreactivityofferrousprotoporphyrinIX,thereactionsofhemeincellsareoftencarriedoutthroughheme-proteincomplexes.Traditionallystudiesofhemebindingproteinshavebeenapproachedonacasebycasebasis,thusthereisalimitedglobalviewofthedistributionofheme-bindingproteinsindifferentcellsortissues.Theproceduredescribedhereisaimedatprofilinghemne-bindingproteinsinmousetissuessequentiallyby1)purificationofheme-bindingproteinsbyhemeagarose,anaffinitychromatographicresin;2)isolationofheme-bindingproteinsbySDS-PAGEortwo-dimensionalelectrophoresis;3)identificationofheme-bindingproteinsbymassspectrometry.Infivemousetissues,over600proteinspotswerevisualizedon2DEgelstainedbyCommassieblueand154proteinswereidentifiedbyMALDI-TOF,inwhichmostproteinsbelongtohemerelated.Thismethodologymakesitpossibletogloballycharacterizetheheme-bindingproteinsinabiologicalsystem.

  • 标签: 亚铁血红素 亚铁血红素-琼脂糖 组织 亚铁血红素-蛋白质复合体 鉴别方法
  • 简介:三位字节频率(TP)的阶段移动的概念从17个细菌的染色体在基因被用于寻找的潜在的DNA插入。为这些插入的察觉的一个数学算法被开发了。这条途径能与不是三个底的multiples的长度检测潜在的插入和删除,特别相对大的DNA碎片的插入(>100个底)。在三位字节矩阵之间的新类似措施被采用为检测TP阶段移动改进敏感。有每由超过1,200个底组成的17,220细菌的基因的序列被分析,并且TP阶段移动的存在在16%分析基因(2,809基因)被显示出,它是多于在我们的以前的工作检测了那的大约4次。我们建议TP阶段的移动可以显示与不是三个底的multiples的长度在DNA碎片的插入以后在基因读框架的移动。在TP的阶段移动和在基因的框架移动之间的一种关系被讨论。

  • 标签: 细菌基因组 基因插入 相移 搜索 DNA片段 频率
  • 简介:Thepaperpresentsamulti-scalemodellingapproachforsimulatingmacromoleculesinfluidflows.Macromoleculetransportatlownumberdensitiesisfrequentlyencounteredinbiomedicaldevices,suchasseparators,detectionandanalysissystems.Accuratemodellingofthisprocessischallengingduetothewiderangeofphysicalscalesinvolved.Thecontinuumapproachisnotvalidforlowsoluteconcentrations,butthelargetimescalesofthefluidflowmakepurelymolecularsimulationsprohibitivelyexpensive.Apromisingmulti-scalemodellingstrategyisprovidedbythemeta-modellingapproachconsideredinthispaper.Meta-modelsarebasedonthecoupledsolutionoffluidflowequationsandequationsofmotionforasimplifiedmechanicalmodelofmacromolecules.Theapproachenablessimulationofindividualmacromoleculesatmacroscopictimescales.Meta-modelsoftenrelyonparticle-correctoralgorithms,whichimposelengthconstraintsonthemechanicalmodel.Lackofrobustnessoftheparticle-correctoralgorithmemployedcanleadtoslowconvergenceandnumericalinstability.AnewFAstLinearCOrrector(FALCO)algorithmisintroducedinthispaper,whichsignificantlyimprovescomputationalefficiencyincomparisonwiththewidelyusedSHAKEalgorithm.ValidationofthenewparticlecorrectoragainstasimpleanalyticsolutionisperformedandimprovedconvergenceisdemonstratedforssDNAmotioninalid-drivenmicro-cavity.

  • 标签: DNA 多比例模型 高分析转移 金属模型 粒子校正
  • 简介:Monoclonal(mAb)成功地被用于长期的疾病的治疗,例如癌症,发炎和有免疫力的疾病。与在抗体工程的技术进展,当有减少的immunogenicity的高亲密关系治疗学在聚光灯下面变得,小重组体抗体的开发碎裂。设计重组体抗体碎片的一种流行格式是单个链的改正变量(scFv)分子,父母抗体的VH和VL区域被一个多肽连接器一起在连接。scFv碎片保留目标特性和未经触动的抗体,和罐头的抗原绑定亲密关系被在房间从单个cDNA表示VH和VL区域的宫外的联盟者遗传上在大数量设计并且生产。由于它的更小的尺寸,scFv分子表演在肿瘤穿入改进了pharmacokinetics并且被主人免疫系统更好容忍。

  • 标签: 癌症 慢性疾病 治疗方法 抗体基因疗法
  • 简介:Robotlocomotionisanactiveresearcharea.Inthispaperwefocusonthelocomotionofquadrupedrobots.Aneffectivewalkinggaitofquadrupedrobotsismainlyconcernedwithtwokeyaspects,namelyspeedandstability.Thelargesearchspaceofpotentialparametersettingsforlegjointsmeansthathandtuningisnotfeasibleingeneral.Asaresultwalkingparametersaretypicallydeterminedusingmachinelearningtechniques.Amajorshortcomingofusingmachinelearningtechniquesisthesignificantwearandtearofrobotssincemanyparametercombinationsneedtobeevaluatedbeforeanoptimalsolutionisfound.Thispaperproposesadirectwalkinggaitlearningapproach,whichisspecificallydesignedtoreducewearandtearofrobotmotors,jointsandotherhardware.Inessenceweprovideaneffectivelearningmechanismthatleadstoasolutioninafasterconvergencetimethanpreviousalgorithms.Theresultsdemonstratethatthenewlearningalgorithmobtainsafasterconver-gencetothebestsolutionsinashortrun.Thisapproachissignificantinobtainingfasterwalkinggaitswhichwillbeusefulforawiderangeofapplicationswherespeedandstabilityareimportant.Futureworkwillextendourmethodssothatthefasterconvergencealgorithmcanbeappliedtoatwoleggedhumanoidandleadtolesswearandtearwhilststilldevelopingafastandstablegait.

  • 标签: 有腿机器人 运动方式 步态 操作系统
  • 简介:Anewbionicapproachispresentedtofindtheoptimaltopologiesofastructurewithtension-onlyorcompression-onlymaterialbasedonboneremodellingtheory.Bytraditionalmethods,thecomputationalcostoftopologyoptimizationofthestructureishighduetomaterialnonlinearity.Toimprovetheefficiencyofoptimization,thereference-intervalwithmaterial-replacementmethodispresented.Inthemethod,firstly,theoptimizationprocessofastructureisconsideredasboneremodellingprocessunderthesameloadingconditions.AreferenceintervalofStrainEnergyDensity(SED),correspondingtothedeadzoneorlazyzoneinbonemechanics,isadoptedtocontroltheupdateofthedesignvariables.Secondly,amaterial-replacementschemeisusedtosimplifytheFiniteElementAnalysis(FEA)ofstructureinoptimization.Intheoperationofmaterial-replacement,theoriginaltension-onlyorcompression-onlymaterialindesigndomainisreplacedwithanewisotropicmaterialandtheEffectiveStrainEnergyDensity(ESED)ofeachelementcanbeobtained.Finally,theupdateofdesignvariablesisdeterminedbycomparingthelocalESEDandthecurrentreferenceintervalofSED,e.g.,theincrementofarelativedensityisnonzeroifthelocalESEDisoutofthecurrentreferenceinterval.Numericalresultsvalidatethemethod.

  • 标签: NATURE inspired TOPOLOGY OPTIMIZATION tension/compression-only MATERIAL
  • 简介:Thetherapeuticeffectofherpessimplexvirusthymidinekinase/ganciclovir(HSV-tk/GCV)systemonhepatocellularcarcinomawasstudiedinthisexperiment.Thetk-containingretroviralrecombinantswereusedtoinfecthepatomacells(BEL-7402)andthecellsweretreatedwithganciclovir(0-100μg/ml).TheresultsshowedthatHSV-tkgenecouldbeefficientlytransferredinvitrointohepatomacellsandstablyexpressed.Thegrowthpotentialofthetk-containingcellswassignificantlyinhibitedbyGCV(P<0.01)ascomparedtothenon-tk-containingcells.TheantitumoreffectofHSV-tk/GCVsystemwasalsoproducedexvivointk-containingtumorofnudemiceascharacterizedbyamarkeddecreaseintumorgrowthafterGCVtreatmentcontrarytoaprogressiveenlargementofnon-tk-containingtumors.Althoughthehistologicalexaminationdemonstratedthattheefficiencyofthegenetransferwaslessthan30%,thekillingeffectofHSV-tk/GCVsystemonhepatocellularcarcinomawasstillsignificantlygenerated.ThegropermechanismofHSV-tkgenetherapyonhepatictumorreferredas“bystandereffect”intherapeuticapproachhasnotbeenfoundinthisstudyandrequiredtobeexploredfurther.

  • 标签: 肝细胞癌 基因疗法 单纯疱疹病毒 胸腺嘧啶核苷激酶 逆转录病毒介导
  • 简介:Accurateidentificationofprotein-codingregions(exons)inDNAsequenceshasbeenachallengingtaskinbioinformatics.Particularlythecodingregionshavea3-baseperiodicity,whichformsthebasisofallexonidentificationmethods.Manysignalprocessingtoolsandtechniqueshavebeenappliedsuccessfullyfortheidentificationtaskbutstillimprovementinthisdirectionisneeded.Inthispaper,wehaveintroducedanewpromisingmodel-independenttime-frequencyfilteringtechniquebasedonS-transformforaccurateidentificationofthecodingregions.TheS-transformisapowerfullineartime-frequencyrepresentationusefulforfilteringintime-frequencydomain.Thepotentialoftheproposedtechniquehasbeenassessedthroughsimulationstudyandtheresultsobtainedhavebeencomparedwiththeexistingmethodsusingstandarddatasets.Thecomparativestudydemonstratesthattheproposedmethodoutperformsitscounterpartsinidentifyingthecodingregions.

  • 标签: 蛋白质编码区 DNA序列 技术鉴定 滤波方法 频率 时间
  • 简介:处于自然条件预言昆虫的人口动力学为他们的管理或保藏是必要的,并且温度依赖者发展模型贡献完成这。在这研究,温度和在鸡蛋开发满意、Clavipalpusursinus(Blanchard)孵的土壤潮湿的效果被评估。鸡蛋与7.2,13.0,15.5,19.7,20.6,22.0和25.3湩的一般水准暴露于七个温度处理

  • 标签: 温度变化 发育起点 鳃金龟科 土壤水分含量 非线性模型 土壤含水量
  • 简介:Thelargeamountofrepeats,especiallyhighcopyrepeats,inthegenomesofhigheranimalsandplantsmakeswholegenomeassembly(WGA)quitedifficult.Inordertosolvethisproblem,wetriedtoidentifyrepeatsandmaskthempriortoassemblyevenatthestageofgenomesurvey.Itisknownthatrepeatsofdifferentcopynumberhavedifferentprobabilitiesofappearanceinshotgundata,sobasedonthisprinciple,weconstructedastatisticalmodelandinferredcriteriaformathematicallydefinedrepeats(MDRs)atdifferentshotguncoverages.Accordingtothesecriteria,wedevelopedsoftwareMDRmaskertoidentifyandmaskMDRsinshotgundata.Withrepeatsmaskedpriortoassembly,thespeedofassemblywasincreasedwithlowererrorprobability.Inaddition,clone-insertsizeaffectstheaccuracyofrepeatassemblyandscaffoldconstruction.Wealsodesignedlengthdistributionofclone-insertsusingourmodel.Inoursimulatedgenomesofhumanandrice,thelengthdistributionofrepeatsisdifferent,sotheiroptimallengthdistributionsofclone-insertswerenotthesame.Thuswithoptimallengthdistributionofclone-inserts,agivengenomecouldbeassembledbetteratlowercoverage.

  • 标签: 重复试验 嵌入式克隆 基因克隆 MDR 统计方法
  • 简介:MultipleUninhabitedAerialVehicles(multi-UAVs)coordinatedtrajectoryreplanningisoneofthemostcomplicatedglobaloptimumproblemsinmulti-UAVscoordinatedcontrol.Basedontheconstructionofthebasicmodelofmulti-UAVscoordinatedtrajectoryreplanning,whichincludesproblemdescription,threatmodeling,constraintconditions,coordinatedfunctionandcoordinationmechanism,anovelMax-MinadaptiveAntColonyOptimization(ACO)approachispresentedindetail.Inviewofthecharacteristicsofmulti-UAVscoordinatedtrajectoryreplanningindynamicanduncertainenvironments,theminimumandmaximumpheromonetrailsinACOaresettoenhancethesearchingcapability,andthepointpheromoneisadoptedtoachievethecollisionavoidancebetweenUAVsatthetrajectoryplannerlayer.Consideringthesimultaneousarrivalandtheair-spacecollisionavoidance,anEstimatedTimeofArrival(ETA)isdecidedfirst.ThenthetrajectoryandflightvelocityofeachUAVaredetermined.Simulationexperimentsareperformedunderthecomplicatedcombatingenvironmentcontainingsomestaticthreatsandpopupthreats.Theresultsdemonstratethefeasibilityandtheeffectivenessoftheproposedapproach.

  • 标签: Multiple Uninhabited Aerial Vehicles (multi-UAVs) Ant