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A Quan’ta’ve Method for Radiologic Assessment of Skeletal Maturity using the Distal Femur Derrick M. Knapik, M.D. James O. Sanders, M.D. Allison Gilmore, M.D. David R. Weber, M.D. Daniel R. Cooperman, M.D. Raymond W. Liu, M.D. Rainbow Babies and Children’s Hospital Case Western Reserve University

A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

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Page 1: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

AQuan'ta'veMethodforRadiologicAssessmentofSkeletalMaturityusingtheDistalFemur

DerrickM.Knapik,M.D.JamesO.Sanders,M.D.AllisonGilmore,M.D.DavidR.Weber,M.D.

DanielR.Cooperman,M.D.RaymondW.Liu,M.D.

RainbowBabiesandChildren’sHospital

CaseWesternReserveUniversity

Page 2: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

Disclosure

•  IhavenorelevantfinancialrelaHonshipswiththemanufacturer(s)ofanycommercialproduct(s)and/orprovider(s)ofcommercialservicesdiscussedinthisCMEacHvity.•  JamesSanders:stockinAbbot,AbbvieGEHealthcare•  RaymondLiu:royalHesfromOrthopediatricsLLCpaidto

insHtuHonforresearchfund

•  Idonotintendtodiscussanunapproved/invesHgaHveuseofacommercialproduct/deviceinmypresentaHon

Page 3: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

Background

•  AccurateesHmaHonofskeletalmaturity

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SkeletalMaturity

•  GreulichandPyleBoneAge– Significantcomplexity– Timeintensive– Comparabletochronologicage?

Page 5: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

ChronologicAge

•  ChronologicalAge– Widevariabilitybetweenchildren

ComplimentsofLoriKarol

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Background

•  Peakheightvelocity(PHV)averagesat90%offinalheight

Page 7: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

Background

Page 8: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

Background

Page 9: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

Ques'ons

•  Isthereaquick,quanHtaHveandreproduciblemethodforesHmaHngskeletalmaturityusingreadilyavailablepaHentinformaHon?

•  Howdoesthismethodcomparetocurrentlyusedmethods?– ChronologicAge– GreulichPyleBoneAge

Page 10: A Quan’ta’ve Method for Radiologic Assessment of …llrs.org/LLRS 2016 PDFS/A Quantitative Method for...Ques’ons • Is there a quick, quanHtave and reproducible method for esHmang

DistalFemoralPhysis

Liuetal.JPO,2013

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Methods

•  Source:BoltonBrushCollecHon•  Exclusion:– AbsenceofchronologicageorGreulichandPyleboneageat90%offinalheight

– Poorqualityradiographs

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Methods

•  IdenHfiedchronologicageassociatedwith90%offinalheight– ThisagewasmarkedasTime0

0

YearsFrom90%Growth

+1 +2-1-2-3

•  81children(n=42female,n=39males)3yearspriortoTime0and2yearsaeer.

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Methods

1.PhysealLengthConnecHngBorders=PhysealLine

2.Recordlengthin(mm)

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Methods

3.MeasureDistanceFromPhysealLinetoCentralPeak4.Recordheight(mm)

X

CentralPeakHeight

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Methods

CentralPeakHeight(mm)PhysealLine(mm)

CentralPeakValue

InterclassCorrelaHonCoefficient(n=24radiographs)=0.994

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Sta's'calAnalysis

•  MulHpleRegressionAnalysis– Compare:

•  ChronologicAge+Gender•  GreulichandPyleBoneAge+Gender•  ChronologicAge+Gender+CentralPeakValue

– CorrelaHonbetweenesHmatedageversustrue90%finalheightbetweenmethods

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Radiographs

Males(n=39) Females(n=42)TotalNumberofRadiographs

195 194

MeanNumberofRadiographs/Subject

4.6±1.5 5.0±0.9

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MeanAgeat90%

Males(n=39) Females(n=42)MeanAge@90%Growth(years)

13.2 11.3

StandardDeviaHon

0.6 0.8

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R2Values

ChronologicAge+Gender

GreulichPyleBoneAge+Gender

ChronologicAge+Gender+CentralPeak

CorrelaHontoTrueAgeat90%Growth

0.838 0.836 0.866

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DiscrepancyMeanDiscrepancyfromTrue90%Height(Years)

ChronologicAge+Gender

GreulichPyleBoneAge+Gender

ChronologicAge+Gender+CentralPeak

Mean 0.53 0.64 0.48StandardDeviaHon

0.40 0.56 0.37

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ResultsPercentageofValuesofby1-YearorGreater

ChronologicAge+Gender

GreulichPyleBoneAge+Gender

ChronologicAge+Gender+CentralPeak

PercentageofRadiographswithMeasurementsofby>1Year

13% 12% 10%

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Limita'ons

•  Onlytheleefemurwasavailableforanalysis

•  UnknownvaliditytootherethnicpopulaHons

•  NeedstobetestedonamodernpopulaHon

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Conclusion

•  CentralpeakvaluerepresentsavalidmethodforpredicHng90%offinalheight– EsHmatesaremoreaccuratethanGreulichandPyleBoneAge

– LesscomplexandHmeintensive

•  FirstPurelyQuanHtaHveMethod

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Thankyou