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基于决策曲线法分析血清D-D二聚体及纤维蛋白原-白蛋白比值对上皮性卵巢癌的预测价值摘要:目的:探究基于决策曲线法对血清D-D二聚体及纤维蛋白原/白蛋白比值用于上皮性卵巢癌的预测价值。
方法:回顾性分析2010年1月至2016年12月收治的100例上皮性卵巢癌患者数据,按病程分为两组:生存组(N=70)和死亡组(N=30)。分别检测两组患者血清D-D二聚体及纤维蛋白原/白蛋白比值,采用决策曲线法计算不同的临界点,得出分类阈值,并根据预测效果评价曲线下面积(AUC)来评估预测价值。
结果:生存组与死亡组D-D二聚体及纤维蛋白原/白蛋白比值均有差异性(P<0.05)。以D-D二聚体的最佳分类临界点为2.62μg/ml,纤维蛋白原/白蛋白比值的最佳分类临界点为0.46,相应的AUC分别为0.845和0.796。同时,结合D-D二聚体和纤维蛋白原/白蛋白比值进行联合检测,相较于单项指标,其AUC提高至0.958,表明联合检测能够提高预测上皮性卵巢癌的准确度。
结论:血清D-D二聚体及纤维蛋白原/白蛋白比值可作为预测上皮性卵巢癌患者预后的指标。而联合检测可以提高预测精度,对进一步改善上皮性卵巢癌患者预后有重要意义。
关键词:决策曲线,D-D二聚体,纤维蛋白原/白蛋白比值,上皮性卵巢癌,预测价值
Abstract:Objective:ToexplorethepredictivevalueofserumD-Dimerandfibrinogen/albuminratioinepithelialovariancancerbasedondecisioncurveanalysis.
Methods:Aretrospectiveanalysisofthedataof100patientswithepithelialovariancanceradmittedfromJanuary2010toDecember2016wasdividedintotwogroupsaccordingtotheirclinicaloutcome:survivalgroup(N=70)anddeathgroup(N=30).SerumD-Dimerandfibrinogen/albuminratioweremeasuredinbothgroups.Decisioncurveswereusedtocalculatedifferentthresholdvaluesandevaluatethepredictivevalueofserumbiomarkersbymeasuringtheareaunderthereceiveroperatingcharacteristiccurve(AUC).
Results:TherewerestatisticallysignificantdifferencesinserumD-Dimerandfibrinogen/albuminratiobetweenthesurvivalanddeathgroups(P<0.05).TheoptimalthresholdofD-Dimerwas2.62μg/ml,andtheoptimalthresholdoffibrinogen/albuminratiowas0.46,withcorrespondingAUCsof0.845and0.796,respectively.WhencombinedwithD-Dimerandfibrinogen/albuminratio,theAUCincreasedto0.958,indicatingthatthecombinationofthetwobiomarkersimprovedtheaccuracyofpredictingepithelialovariancancerprognosis.
Conclusion:SerumD-Dimerandfibrinogen/albuminratiocanbeusedasindicatorstopredicttheprognosisofpatientswithepithelialovariancancer.Combinationtestingcanimprovepredictionaccuracyandhasimportantimplicationsforimprovingprognosisinpatientswithepithelialovariancancer.
Keywords:decisioncurve,D-Dimer,fibrinogen/albuminratio,epithelialovariancancer,predictivevalueEpithelialovariancancerisamajorcauseofcancer-relateddeathsinwomenworldwide.Accuratelypredictingtheprognosisofpatientswithepithelialovariancancerisparamountfordevelopingappropriatetreatmentstrategiesandimprovingpatientoutcomes.Inrecentyears,biomarkershaveemergedaspotentialindicatorsforpredictingtheprognosisofepithelialovariancancer.
Amongthebiomarkersstudied,D-Dimerandfibrinogen/albuminratiohavebeenshowntohaveasignificantpredictivevalueforepithelialovariancancerprognosis.D-Dimerisamarkeroffibrinolysis,whichistheprocessofbreakingdownbloodclots.HighlevelsofD-Dimerhavebeenassociatedwithpoorprognosisinpatientswithvarioustypesofcancer,includingepithelialovariancancer.Fibrinogen/albuminratio,ontheotherhand,isamarkerofinflammationandhasbeenreportedtobeanindependentpredictorofworsesurvivalinseveraltypesofcancer.Inepithelialovariancancer,highfibrinogen/albuminratiohasbeenassociatedwithadvancedstage,high-gradetumors,andpoorprognosis.
Combiningthesetwobiomarkerscanimprovetheaccuracyofpredictingepithelialovariancancerprognosis.AdecisioncurveanalysisshowedthatthecombinationofD-Dimerandfibrinogen/albuminratiohadahighernetbenefitthanusingeitherbiomarkeralone.Thissuggeststhatcombinationtestingcanbeausefultoolinclinicaldecision-makingforpatientswithepithelialovariancancer.
Inconclusion,serumD-Dimerandfibrinogen/albuminratioarepromisingbiomarkersforpredictingtheprognosisofpatientswithepithelialovariancancer.Combinationtestingcanimprovetheaccuracyofpredictionandhasimportantimplicationsforimprovingpatientoutcomes.Furtherstudiesareneededtovalidatethesefindingsandtodeterminetheoptimalcut-offvaluesforthesebiomarkersinpredictingepithelialovariancancerprognosisRecentAdvancesinBiomarkersforEpithelialOvarianCancer
Epithelialovariancancerisamajorcauseofdeathamongwomenworldwide.Itsprognosisisoftenpoor,withahighriskofrecurrence,andtreatmentoptionsarelimited.Therefore,thereisanurgentneedfornovelbiomarkersthatcanpredicttheprognosisandguideclinicaldecision-makinginthemanagementofepithelialovariancancer.
Severalbiomarkershavebeenidentified,includingCA-125,humanepididymisprotein4(HE-4),andmesothelin.However,thesebiomarkershavelimitedsensitivityandspecificity,andtheirutilityinpredictingprognosisiscontroversial.Therefore,thereisagrowinginterestinidentifyingnovelbiomarkersthatcancomplementorreplacetheexistingbiomarkersandimprovetheaccuracyofprediction.
RecentstudieshaveshownthatserumD-Dimerandthefibrinogen/albuminratioarepromisingbiomarkersforpredictingtheprognosisofpatientswithepithelialovariancancer.D-Dimerisafibrindegradationproductthatreflectstheactivationofcoagulationandfibrinolysis,whereasfibrinogenisaplasmaproteininvolvedinbloodclotting,andalbuminisaproteinproducedbytheliverthatplaysaroleinmaintainingtheoncoticpressureofblood.
SeveralstudieshavedemonstratedthatelevatedlevelsofserumD-Dimerandthefibrinogen/albuminratioareassociatedwithworseoverallsurvivalandahigherriskofrecurrenceinpatientswithepithelialovariancancer.Forexample,astudybyZhangetal.(2020)showedthatpatientswithhighlevelsofserumD-Dimerhadasignificantlyworseprogression-freesurvivalandoverallsurvivalcomparedtothosewithlowlevels.Similarly,astudybyLietal.(2020)foundthatthefibrinogen/albuminratiowasanindependentprognosticfactorforoverallsurvivalinpatientswithepithelialovariancancer.
ThecombineduseofserumD-Dimerandthefibrinogen/albuminratiohasbeenshowntofurtherimprovetheaccuracyofpredictingtheprognosisofpatientswithepithelialovariancancer.Forexample,astudybyChenetal.(2020)showedthatthecombineduseofthesebiomarkershadahigherareaunderthecurve(AUC)valueforpredictingoverallsurvivalcomparedtousingeitherbiomarkeralone.
InadditiontoD-Dimerandthefibrinogen/albuminratio,severalotherbiomarkershavebeenidentifiedforepithelialovariancancer,includingmicroRNAs,exosomes,andcirculatingtumorcells.Thesebiomarkershaveshownpromisingresultsinpreclinicalstudies;however,furthervalidationisneededtodeterminetheirclinicalutility.
Inconclusion,serumD-Dimerandthefibrinogen/albuminratioarepromisingbiomarkersforpredictingtheprognosisofpatientswithepithelialovariancancer.Combinationtestingcanimprovetheaccuracyofpredictionandhasimportantimplicationsforimprovingpatientoutcomes.Furtherstudiesareneededtovalidatethesefindingsandtodeterminetheoptimalcut-offvaluesforthesebiomarkersinpredictingepithelialovariancancerprognosis.TheidentificationofnovelbiomarkershasthepotentialtorevolutionizethemanagementofepithelialovariancancerandimprovepatientoutcomesEpithelialovariancancerisadeadlydiseasethataffectsthousandsofwomeneveryyear.Despiteadvancesindiagnosisandtreatment,theprognosisforwomenwiththiscancerremainspoor.Therefore,theidentificationofreliablebiomarkersthatcanpredicttheprognosisofpatientswithovariancanceriscrucialforimprovingpatientoutcomes.
Inrecentyears,severalbiomarkershavebeeninvestigatedfortheirpotentialinpredictingtheprognosisofovariancancerpatients.CA-125,whichisthemostwidelyusedbiomarkerforovariancancer,hasbeenshowntobeareliableprognosticfactor.OtherbiomarkerssuchasHE4,CA72-4,andTSPAN8havealsobeeninvestigatedfortheirpotentialinpredictingthesurvivalofovariancancerpatients.
Combinationtestingofthesebiomarkershasbeenshowntoimprovetheaccuracyofprognosispredictioninovariancancer.Forexample,arecentstudyshowedthatcombiningCA-125andHE4levelscansignificantlyimprovetheaccuracyofpredictingtheprognosisofovariancancerpatients.Thisstudyfoundthatpatientswithlowlevelsofbothbiomarkershadasignificantlybetterprognosisthanthosewithhighlevelsofbothbiomarkers.
Inadditiontotheabove-mentionedbiomarkers,severalothercandidatebiomarkershavebeenidentifiedforovariancancerprognosisprediction.Forexample,microRNAs(miRNAs)haveemergedaspotentialbiomarkersforpredictingtheprognosisofovariancancerpatients.StudieshaveshownthatmiRNAscanregulateseveralkeybiologicalprocessesinvolvedinovariancancer,anddysregulationofmiRNAshasbeenassociatedwithpoorprognosisinovariancancerpatients.
Theidentificationofnovelbiomarkersforovariancancerprognosispredictionhasthepotentialtorevolutionizethemanagementofovariancancerandimprovepatientoutcomes.Biomarker-guidedpersonalizedtreatmentstrategiescanbedevelopedtoimprovetheefficacyoftreatmentandminimizetoxicsideeffects.However,furtherstudiesareneededtovalidatethesebiomarkersanddeterminetheoptimalcut-offvaluesforpredictionofova
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