TopredicttheKi-67expressioninbreastcancerbasedon MRappearences / 实用放射学杂志

ABSTRACT

Objective ToinvestigatethefeasibilityofpredictingtheKi-67expressionusing MRandclinicalfeaturesofbreast cancer.Methods 52patientswith56invasivebreastcarcinomawereretrospectivelyinvestigated.Eachsubjectunderwentpresurgical breastMRI,whichincludeddynamiccontrastenhancementandDWI(b=0s/mm2,1000s/mm2).Clinicalcharacteristicsand MR findingswerecollected,includingage,ER ,PR ,HER2,tumorsize,location,number,spiculesign,lobulationsign,margin,TICandADCvalues. Ki-67expressionwasrecordedbyimmunohistochemicalstaining,whichwasdividedintohighexpression(≥20%)andlowexpression (<20%).Leastabsoluteshrinkageandselectionoperator(Lasso)wereperformedtoselectthefeaturesmostassociatedwithKi-67 expression.ThenomogramwasconstructedtopredictKi-67expression,aswellasAUCand95%confidenceinterval(CI)werecalculated.Results TICtypesandADCvaluesassociatedwithKi-67expressionwereidentifiedbyLassoregression.Thenomogram predictedthehigh andlow Ki-67expressionwithanAUCof0.827 (95% CI:0.713-0.940).TheKi-67expressionwasnegativelycorrelatedwiththe ADCvalues(r=-0.430,P=0.003).Ki-67expressionwassignificantlycorrelatedwithTICtype,andTICⅢwasmorelikelytohavehigher expressionofKi-67.Conclusion ThereisindividualandrespectivecorrelationbetweentheexpressionlevelofKi-67andTICtype, ADCvalue.TheexpressionlevelofKi-67canbepredictedtosomeextentbyADCvaluesandTICtypes.