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PMCID:
PMC2600390
CutaneousInfraredThermometryforDetectingFebrilePatients
PierreHausfater,YanZhao,Sté
phanieDefrenne,PascaleBonnet,andBrunoRiou*
AuthorinformationCopyrightandLicenseinformation
ThisarticlehasbeencitedbyotherarticlesinPMC.
Abstract
Weassessedtheaccuracyofcutaneousinfraredthermometry,whichmeasurestemperatureontheforehead,fordetectingpatientswithfeverinpatientsadmittedtoanemergencydepartment.Althoughnegativepredictivevaluewasexcellent(0.99),positivepredictivevaluewaslow(0.10).Therefore,wequestionmassdetectionoffebrilepatientsbyusingthismethod.
Keywords:
Fever,massdetection,cutaneousinfraredthermometry,infectiousdiseases,emergency,dispatch
Recenteffortstocontrolspreadofepidemicinfectiousdiseaseshavepromptedhealthofficialstodeveloprapidscreeningprocessestodetectfebrilepatients.Suchscreeningmaytakeplaceathospitalentry,mainlyintheemergencydepartment,oratairportstodetecttravelerswithincreasedbodytemperatures(1–3).Infraredthermalimagingdeviceshavebeenproposedasanoncontactandnoninvasivemethodfordetectingfever(4–6).However,fewstudieshaveassessedtheircapacityforaccuratedetectionoffebrilepatientsinclinicalsettings.Therefore,weundertookaprospectivestudyinanemergencydepartmenttoassessdiagnosticaccuracyofinfraredthermalimaging.
TheStudy
Thestudywasperformedinanemergencydepartmentofalargeacademichospital(1,800beds)andwasreviewedandapprovedbyourinstitutionalreviewboard(Comité
deProtectiondesPersonnessePrê
tantà
laRechercheBiomé
dicalePitié
-Salpê
triè
re,Paris,France).Patientsadmittedtotheemergencydepartmentwereassessedbyatrainedtriagenurse,andseveralvariableswereroutinelymeasured,includingtympanictemperaturebyusinganinfraredtympanicthermometer(Pro4000;
WelchAllyn,SkaneatelesFalls,NY,USA),systolicanddiastolicarterialbloodpressure,andheartrate.
Tympanictemperaturewasmeasuredtwice(onceintheleftearandonceintherightear).Thistemperaturewasusedasareferencebecauseitisroutinelyusedinouremergencydepartmentandisanappropriateestimateofcentralcoretemperature(7–9).Cutaneoustemperaturewasmeasuredontheforeheadbyusinganinfraredthermometer(RayngerMX;
Raytek,Berlin,Germany)(Figure1).Rationaleforaninfraredthermometerdeviceinsteadofalargerthermalscannerwasthatwewantedtotestamethod(i.e.,measurementofforeheadcutaneoustemperaturebyusingasimpleinfraredthermometer)andnotaspecificdevice.Theforeheadregionwaschosenbecauseitismorereliablethantheregionbehindtheeyes(5,10).Thelatterregionmaynotbeappropriateformassscreeningbecauseonecannotaccuratelymeasuretemperaturethrougheyeglasses,whicharewornbymanypersons.Outdoorandindoortemperatureswerealsorecorded.
Figure1
Measurementofcutaneoustemperaturewithaninfraredthermometer.A)Thedeviceisplaced20cmfromtheforehead.B)Assoonastheexaminerpullsthetrigger,thetemperaturemeasuredisshownonthedisplay.Usedwithpermission.
Themainobjectiveofourstudywastoassessdiagnosticaccuracyofinfraredthermometryfordetectingpatientswithfever,definedasatympanictemperature>
38.0°
C.Thesecondobjectivewastocomparemeasurementsofcutaneoustemperatureandtympanictemperature,withthelatterbeingusedasareferencepoint.Dataareexpressedasmean±
standarddeviation(SD)orpercentagesandtheir95%confidenceintervals(CIs).Comparisonof2meanswasperformedbyusingtheStudentttest,andcomparisonof2proportionswasperformedbyusingtheFisherexactmethod.Bias,precision(inabsolutevaluesandpercentages),andnumberofoutliers(definedasadifference>
1°
C)werealsorecorded.Correlationbetween2variableswasassessedbyusingtheleastsquaremethod.TheBlandandAltmanmethodwasusedtocompare2setsofmeasurements,andthelimitofagreementwasdefinedas±
2SDsofthedifferences(11).Wedeterminedthereceiveroperatingcharacteristic(ROC)curvesandcalculatedtheareaundertheROCcurveandits95%CI.TheROCcurvewasusedtodeterminethebestthresholdforthedefinitionofhyperthermiaforcutaneoustemperaturetopredictatympanictemperature>
38°
C.Weperformedmultivariateregressionanalysistoassessvariablesassociatedwiththedifferencebetweentympanicandinfraredmeasurements.Allstatisticaltestswere2-sided,andapvalue<
0.05wasrequiredtorejectthenullhypothesis.StatisticalanalysiswasperformedbyusingNumberCruncherStatisticalSystems2001software(StatisticalSolutionsLtd.,Cork,Ireland).
Atotalof2,026patientswereenrolledinthestudy:
1,146(57%)menand880(43%)women46±
19yearsofage(range6–103years);
219(11%)were>
75yearsofage,and62(3%)hadatympanictemperature>
C.Meantympanictemperaturewas36.7°
C±
0.6°
C(range33.7°
C–40.2°
C),andmeancutaneoustemperaturewas36.7°
1.7°
C(range32.0°
C–42.6°
C).Meansystolicarterialbloodpressurewas130±
19mmHg,meandiastolicbloodpressurewas79±
13mmHg,andmeanheartratewas86±
17beats/min.Meanindoortemperaturewas24.8°
1.1°
C(range20°
C–28°
C),andmeanoutdoortemperaturewas10.8°
6.8°
C(range0°
C–32°
C).Reproducibilityofinfraredmeasurementswasassessedin256patients.Biaswas0.04°
0.35°
C,precisionwas0.22°
0.27°
C(i.e.,0.6±
0.7%),andpercentageofoutliers>
Cwas2.3%.
DiagnosticperformanceofcutaneoustemperaturemeasurementisshowninTable1.Forthethresholdofthedefinitionoftympanichyperthermiadefinitionused(37.5°
C,38°
C,or38.5°
C),sensitivityofcutaneoustemperaturewaslowerthanthatexpectedandpositivepredictivevaluewaslow.Weattemptedtodeterminethebestthreshold(definitionofhyperthermia)byusingcutaneoustemperaturetopredictatympanictemperature>
C(Figure2,panelA).AreaundertheROCcurvewas0.873(95%CI0.807–0.917,p<
0.001).Thebestthresholdforcutaneoushyperthermiadefinitionwas38.0°
C,aconditionalreadyassessedinTable1.Figure2,panelsBandCshowsthecorrelationbetweencutaneousandtympanictemperaturemeasurements(BlandandAltmandiagrams).Correlationbetweencutaneousandtympanicmeasurementswaspoor,andtheinfraredthermometerunderestimatedbodytemperatureatlowvaluesandoverestimateditathighvalues.Multipleregressionanalysisshowedthat3variables(tympanictemperature,outdoortemperature,andage)weresignificantly(p<
0.001)andindependentlycorrelatedwiththemagnitudeofthedifferencebetweencutaneousandtympanicmeasurements(Table2).
Table1
Assessmentofdiagnosticperformanceofcutaneoustemperatureinpredictingincreasedtympanictemperature*
Figure2
A)Comparisonofreceiveroperatingcharacteristic(ROC)curvesshowingrelationshipbetweensensitivity(truepositive)and1–specificity(truenegative)indeterminingvalueofcutaneoustemperatureforpredictingvariousthresholdsofhyperthermia...
Table2
Variablescorrelatedwithmagnitudeofthedifferencebetweencutaneousandtympanictemperaturemeasurements*
Conclusions
Infraredthermometrydoesnotreliablydetectfebrilepatientsbecauseitssensitivitywaslowerthanthatexpectedandthepositivepredictivevaluewaslow,whichindicatedahighproportionoffalse-positiveresults.Ngetal.(5)studied502patients,concludedthataninfraredthermalimagercanappropriatelyidentifyfebrilepatients,andreportedahighareaundertheROCcurvevalue(0.972),whichissimilartotheareawefoundinthepresentstudy(0.925).However,suchglobalassessmentisoflimitedvaluebecauseoflowincidenceoffeverinthepopulation.Ratherthanlookingatpositivepredictivevalueoraccuracy,oneshoulddeterminenegativepredictivevalue.Thisdeterminationmightbeofgreaterconsequenceifoneconsidersanairtravelerpopulationorapopulationenteringahospital.
Ngetal.(5)identifiedoutdoortemperatureasaconfoundingvariableincutaneoustemperaturemeasurement.Ourstudyidentifiedageasavariablethatinterfereswithcutaneousmeasurement,buttheroleofgenderislessobvious.Olderpersonsshowedimpaireddefense(stability)ofcoretemperaturesduringcoldandheatstresses,andtheircutaneousvascularreactivitywasreduced(12,13).
Useofasimpleinfraredthermometry,ratherthansophisticatedimaging,shouldnotbeconsideredalimitationbecausethismethodconcernstherelationshipbetweencutaneousandcentralcoretemperatures.Wecanextrapolateourresultstoanydevicesthatestimatecutaneoustemperatureandthesoftwareusedtoaverageit.Ourstudyattemptedtodetectfebrilepatients,notinfectedpatients.Formassdetectionofinfection,focusingonfevermeansthatnonfebrilepatientsarenotdetected.Thislastpointisusefulbecausefeverisnotaconstantphenomenonduringaninfectiousdisease,antipyreticdrugsmayhavebeentakenbypatients,andahypothermicratherthanhyperthermicreactionmayoccurduringaninfectiousprocess.
Inconclusion,weobservedthatcutaneoustemperaturemeasurementbyusinginfraredthermometrydoesnotprovideareliablebasisforscreeningoutpatientswhoarefebrilebecausethegradientbetweencutaneousandcoretemperaturesismarkedlyinfluencedbypatient’sageandenvironmentalcharacteristics.Massdetectionoffebrilepatientsbyusingthistechniquecannotbeenvisagedwithoutacceptingahighrateoffalse-positiveresults.
Acknowledgment
WethankDavidBakerforreviewingthemanuscript.ThisstudywassupportedbytheDirectionGé
né
raledela