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Int J Lab Hem. 2017;1–8. wileyonlinelibrary.com/journal/ijlh | 1© 2017 John Wiley & Sons Ltd
Received:12December2016 | Accepted:22May2017DOI: 10.1111/ijlh.12705
O R I G I N A L A R T I C L E
Reticulocyte count and extended reticulocyte parameters by Mindray BC- 6800: Reference intervals and comparison with Sysmex XE- 5000
M. Buttarello1 | A. Rauli2 | G. Mezzapelle2
1DepartmentofLaboratoryMedicine,AziendaOspedaliera-UniversitàdiPadova,Padova,Italy2ClinicalPathologyLaboratory,HospitalofAdria,Adria,Italy
CorrespondenceMauroButtarello,DepartmentofLaboratoryMedicine,AziendaOspedaliera-UniversitàdiPadova,Padova,Italy.Email:[email protected]
AbstractIntroduction: Inthisstudy,analyticperformance(imprecision,carryover,timestability)anddiagnosticefficiencyofMindrayBC-6800analyzertoquantifyreticulocytesandextended reticulocyte parameterswas evaluated.Moreover, reference intervals onadult populationweredetermined.Resultswere comparedwith thoseobtainedbySysmexXE-5000analyzer.Methods: Onehundredandeighty-fourhealthyadultsofbothsexes,and368subjectsaffectedbyvariouspathologicconditions(nutritionalanemiasbeforeandaftertreat-ment,hemolyticandposthemorragicanemias,acuteandchronicinflammations,malig-nancyundertherapy,andbetathalassemiatrait)wereselected.Results: Referenceintervalswereasfollows:reticulocytes(×109/L):23.2-93.2;imma-turereticulocytefraction:0.015-0.14;meanreticulocytehemoglobinequivalent(RHE)(pg):30.9-35.7;meanreticulocytevolume(fL):97.8-118.Imprecisiononreticulocytecountatallconcentrationswasclosetoanalyticgoalbasedonwithin-subjectbiologi-calvariation.Carryover(2.3%)wasnegligible,andtime-stabilitywasexcellentupto8 hours.Conclusion: WhencomparedwithXE-5000,BC-6800showsagoodoverallcorrela-tiononcountingdespiteevidenceofdifferenceintheupperlimitofreferenceinter-vals (93.2 vs 101.3). Comparison of diagnostic efficiency of extended parametersshowsagoodtotalagreementofRHE(91.6%).
K E Y W O R D S
immaturereticulocytefraction,MindrayBC-6800,referenceintervals,reticulocyte,reticulocytehemoglobincontent
1 | INTRODUCTION
Reticulocytecountisclinicallyimportantbothforpathophysiologicalclassificationofanemias,andforearlyidentificationofnormalizationoferythropoiesisbythemarrowaftertherapeutic intervention(iron,folate,cobalamin,etc.),orasawayofcheckingearlyregenerationaftermarrowor stemcell transplant.Manualmicroscopicmethod is rela-tivelyinaccuratebecauseofthesubjectivemorphologicaldefinitionofreticulocyteandisveryimprecisewithacoefficientofvariation(CV)
between16%athighleveland68%atlowconcentration.1 These lim-itationsmakethemethodunreliableaboveallatlowvalues,thatis,insituations inwhich onemust define reduced erythropoietic activityofthemarrow(valuesunderthelowerlimitofthereferenceinterval),orinwhichsmallbutsignificantvariationsthatappearintheearlyre-coveryofpostaplasiaorpostmarrow transplantmustbemonitored.Automated analyzers represent a revolution for reticulocyte countusingdyestobindreticulocyteRNAandflowcytometerstoperformrapidcounts.Thesemethodsallowforobjectivecounts,andbecause
2 | BUTTARELLO ET AL.
theyanalyzetensofthousandsofcells,theyreducesamplingerrorandarethereforemoreprecisemainlyatlowvalues(CVbetween3%and25%).2Afurtheradvantageistheidentificationofotherreticulocyteparameters,suchastheimmaturereticulocytefraction(IRF)orthere-ticulocyteindicesthatis,tosay,themeanhemoglobincontent(RHE),andthemeanreticulocytevolume(MRV),whichareusefulinseveralclinical conditions.3-9 Problems still exist that essentially dependonthedifferingsensitivityofdyesusedtostainRNA,onthetechnologyused to identify positive cells (fluorescence, light scattering, absor-bance),andonsoftwaresthataremoreorlesscapableofseparatingreticulocytesfrommatureerythrocytesasthereisaphysiologiccon-tinuumbetween thesepopulations.Thesedifferences contribute totheincompleteagreementofcountswiththeconsequentnecessityofmethod-specificreferenceintervals.2,4
The aim of our studywas to evaluate the analytic performance(imprecision, carry-over, time stability) of the hematology analyzerMindrayBC-6800,andthereference intervalscalculationonreticu-locytecountandreticulocyteparameters.Toevaluatepossibleinter-changeability, the values obtained have been comparedwith thoseobtained by Sysmex XE-5000, our standard equipment, for whichthereisalargeamountofliteratureonclinicalusefulnessofextendedreticulocyteparameters.10-13
2 | MATERIALS AND METHODS
2.1 | Hematology analyzers
2.1.1 | Mindray BC- 6800
MindrayBC-6800(Mindray,Shenzhen,China)isanautomatedhema-tology analyzer able to performa complete blood count (CBC) andleukocytedifferentiation.Itcanalsocountreticulocytesusingadedi-catedchannelwhereafluorescentdye(asymmetriccyanine)canbindtocytoplasmicRNAtoallowforreticulocytesseparationfrommatureredcells.AsfluorescentsignalsareproportionatetotheRNAcontent,theanalyzersubdividesreticulocyteintothreefractionsaccordingtotheirmaturitylevel.IRFisdefinedasthesumofpopulationsathighandmedium immaturity. It alsoprovides,with a forward light scat-termeasure,somereticulocyte indexessimilartothoseforerythro-cytes suchas themean “reticulocytehemoglobinequivalent” (RHE)expressedinpicograms,andtheMRV.
2.2 | Sysmex XE- 5000
TheSysmexXE-5000(Sysmex,Kobe,Japan)isanautomatedanalyzerwhich,inadedicatedchannel,usingafluorescentdye(polymethine),isabletocountreticulocytes.Thecounter,usingaforwardlightscat-termeasureandsidefluorescenceintensity,iscapableofdifferenti-atingreticulocytes fromother redcells, tocalculate the IRF,andtoobtaintheRHE(Ret-He).
Bothanalyzerswerecalibratedaccordingtothemanufacturer’sin-structionsandcheckedtwiceadayusingcommercialtri-levelcontrolprovidedbythecompanies.
2.3 | Samples
Healthy subjects (N=184) were selected in accordance with theH44-A2 specifications to calculate reference intervals.14 Subjectsweremen(N=81)andwomen(N=103)aged19-71(mean44).Theywereexcluded if any laboratory resultsofCBC,markers for liverandrenalfunctions,andironstatus,wereoutsidethereferencein-tervalsusedinour laboratory.Othercriteriaofexclusionwereasfollows: pregnancy, clinical evidence of recentmedical disorders,andblooddonationduringtheprevious6months.Inaddition,sam-ples from368 subjects affectedby various pathologic conditions(nutritionalanemiasbeforeandaftertreatment,hemolyticandpos-themorragicanemias,acuteandchronicinflammations,malignancyunderchemotherapy,andbetathalassemiacarriers)wereanalyzedinfourdifferentdays.Forthepossibleeffectduetothepresenceof red cell inclusions, three sampleswithbasophilic stippling andfivewith Jollybodieswere identified.All sampleswere collectedin themorning, under fasting conditions with the consent of in-formeddonorsbyvenipunctureinto3mLK2EDTAevacuatedtubes(Vacutest,Kima,Italy).Forsomepatients,samplesweretakenfromleftoverbloodcollectedforCBC.Theanalysisonbothinstrumentswasperformed inautomatedmodewithin45minutesofdrawingsamples.
The study is in accordwithethical standardsestablishedby theinstitutioninwhichtheexperimentwasperformed.
2.4 | Imprecision and carryover
Imprecisiononreticulocytecountwasestimatedwiththeimpreci-sionprofile2,15extendedtoawiderangeofvalues(5to230×109/L)by performing repeated analysis (8 counts) on 17 samples rein-serted in random order. Calculation of carryover was performedbyanalyzingapairof samples:A samplewithahigh reticulocyteconcentration(156.7×109/L)analyzedthreetime(i1,i2,i3)immedi-atelyfollowedby1sampleatalowconcentration(35.5×109/L)alsoanalyzed3 times consecutively (j1, j2, j3) using the formula(j1−j3)/(i3−j3)×100.
16
2.5 | Method comparison
Results of the comparison with Sysmex XE-5000 on reticulocytecount,IRF,andRHEweresummarizedgraphicallywithBland-Altmanplot with 95% confidence intervals which represent the limits ofagreement.16ForRHE,theevaluationwasbasedalsoontheassess-mentofclinicalagreementonselectedgroupsofpatients.
2.6 | Time stability
Forthestudyofpreservationtimeofbloodsamples,wecomparedthevalueofparametersofinterestbyretestingsamplescomingfromthesamegroupof368subjects (between45minutesand8hoursfromsampling:<45minutes,+2,+4,+8hoursmaintainingsamplesatroomtemperature).
| 3BUTTARELLO ET AL.
2.7 | Statistical analysis
Reference intervals were calculated with a nonparametric method(middle95thpercentileofthedistribution).Toevaluatepopulationdis-tribution characteristics, a Shapiro-Wilk testwas used. Formethodcomparison,Bland-Altmanmodelwasperformed.Behaviorofparam-etersofinterestasafunctionoftimewerecomparedusinganalysisofvariance(ANOVA).Allsignificancetestingweretwo-tailed,andaP value<.05wasconsideredsignificant.
3 | RESULTS
3.1 | Reference intervals
Reference intervals (mean and range) are summarized in Table1.Distribution of absolute reticulocyte count and IRF are log-normal,whileforRHEandMRVitisapproximatelyGaussian.WhencomparedtoXE-5000, the interval for reticulocyte count isdifferent inmeanand upper threshold (−5.4 and −8×109/L, respectively), but lowerthresholdsarecoincident.ForIRF,thevaluesareessentiallysuperim-posable,whileforRHE,thereisapositivedifferenceinlowerthresh-old (+1.5pg),butthemeanandupperthresholdaresimilar.MRVisnotcomparableasitisnotavailableonXE-5000.
3.2 | Imprecision
The imprecisionprofileofBC-6800 in reticulocyte count is charac-teristically shapedwith a CV% rapidly increasing while the param-eterconcentrationislowering.Forvaluesclosetothelowerlimitofthereference interval,CVisnear7%,whilefortheupper limit, it is4.5% (Figure1).These resultsareclose to theanalyticalgoalbasedon within-subject biological variation.17-19 The carryover (2.3%) isnegligible.
3.3 | Method comparison
Table2showsthecomparisonbetweenXE-5000andBC-6800withdatarelatedtoBland-Altmanstatistics(meandifferencewithconfi-denceintervals).Figure2A,Bshowsthegraphicaldisplayforreticu-locytecountandIRF.Thecomparisonoftheseparameterswasalsoevaluatedwiththebiparametricmatrix:reticulocytecountvsIRF3,4
asshowninFigure3.Toverifytheagreementbetweenmethods,itisusefultoseewhereBC-6800placedpatientspreviouslydefinedas“aplasticorwithearlymarrowrecovery”byXE-5000.ThisisshownbyblackdotsinFigure3.Fromthepositionofthesedots,itisevi-dentthatallpatientswereplacedinthesameareabybothanalyzers.Thisindicatesthat,inspiteofnumericaldifferencesinreferencein-tervals,inclinicaluse,resultsobtainedwiththematrixbythetwoan-alyzersaresuperimposable.Thesampleswithredcellinclusionsdidnotdemonstratesystematicdifferencesonthecountsofbothana-lyzers(reticulocytesfrom37to55×109/LatBC-6800andfrom35to60×109/LatXE-5000.InFigure2A,therearefoursampleswithmarkedly higher results with BC-6800 than with XE-5000. Thesebelongedtotwopatientswithbetathalassemiamajor,1withbetathalassemic trait,and1withchronichemolyticanemia. In the first
Mindray BC- 6800 Sysmex XE- 5000
Mean 2.5% 97.5% Mean 2.5% 97.5%
Reticulocyte(109/L) 44.99 23.18 93.2 49.44 23.08 101.3
Immaturereticulocyte(fraction)
0.053 0.015 0.14 0.059 0.012 0.15
Reticulocytehemo-globinequivalent(pg)
32.79 30.90 35.70 32.30 29.40 35.98
Meanreticulocytevolume(fL)
108.87 97.79 117.98 N.A. N.A. N.A.
TABLE 1 Referenceintervalsonreticulocyteandreticulocyteparameters(N=184)
F IGURE 1 BC-6800:imprecisionprofileofreticulocyteabsolutecount
02468
101214161820
0 50 100 150 200 250
CV %
Reticulocytes (109/L)
TABLE 2 Comparisonofmethods:analysisofdatabyBland-Altmanstatistics(N=552)
Parameters Mean difference
95% Confidence intervals P
Reticulocyte(109/L) −1.8 −2.64,−0.95 <.001
Immaturereticulocyte(fraction)
−0.006 −0.008,−0.005 <.001
Reticulocytehemoglobinequivalent(pg)
0.99 0.87,1.10 <.001
4 | BUTTARELLO ET AL.
F IGURE 2 Bland-Altmanplotscomparingthereticulocytecount(A),theimmaturereticulocytefraction(B),andthereticulocytehemoglobinequivalent(C)ofBC-6800andXE-5000.Thedottedlinesrepresent95%limitsofagreement
–30
–20
–10
0
10
20
30
40
50
60
70
0 50 100 150 200 250
Diffe
renc
e (B
C680
0 - X
E500
0)
Mean of RET (109/L)
–0.1
–0.08
–0.06
–0.04
–0.02
0
0.02
0.04
0.06
0.08
0.1
0 0.05 0.1 0.15 0.2 0.25 0.3
Diffe
renc
e (B
C680
0 - X
E500
0)
Mean of IRF (fraction)
–4
–2
0
2
4
6
8
10
15 20 25 30 35 40 45
Diffe
renc
e ( B
C680
0 - X
E500
0)
Mean of RHE (pg)
(A)
(B)
(C)
| 5BUTTARELLO ET AL.
twosamples,therewasasimilarpercentageoferythroblastsamongthetwoanalyzers(23.5and18.7vs24.7and20.3)whileintheothertwotheerythroblastswereabsent.AlsotheIRFvaluesweresimilaramong the twomethods (from 0.08 to 0.13 vs 0.05 to 0.13) andnootherpossible interferencewashighlighted inthebloodsmear.In 2 of these samples (beta thalassemiamajor andhemolytic ane-mia),BC-6800 reported the flag “cellulardebris.” Figure2C showstheplotofRHEwithapositivemeandifference(0.99).Thiscomplieswith a tendency to produce higher resultsmainly at low value ofthe reference interval.Figure4 shows theclinicalusefulness (abil-itytodistinguishbetweennormalandabnormalconditions)ofRHEwhencomparedtoRet-HeofXE-5000,keepinginmindthatclinicaluseofresultsisparticularlyusefulatsubnormalvalues(diagnosisofirondeficiencyerythropoiesis).10-13Table3showsthedisagreementinsamplesclassification(31fromatotalof368ones).Thesediffer-encesareidentifiedbyblackdotsinFigure4.
F IGURE 3 TwoparametersmatrixcomparingtherelationshipofimmaturereticulocytefractionvsabsolutereticulocytecountofBC-6800andXE-5000.TheblackdotsshowthesamplesthatXE-5000placedinthe“aplastic”category.Theverticalandhorizontallinesrepresentthereferenceintervals
0
0.05
0.1
0.15
0.2
0.25
0.3
0 20 40 60 80 100 120 140 160 180 200
IRF
(frac
tion)
XE-5000 Reticulocytes (109/L)
BC-6800 Reticulocytes (109/L)
0
0.05
0.1
0.15
0.2
0.25
0.3
0 20 40 60 80 100 120 140 160 180 200
IRF
(frac
tion)
F IGURE 4 Plotofreticulocytehemoglobinequivalent:BC-6800vsXE-5000.Theverticalandhorizontallinesrepresentthereferenceintervals.Theblackdotsindicatethedisagreementinsamplesclassification
15
20
25
30
35
40
45
15 20 25 30 35 40
RHE
(pg)
-BC6
800
RHE (pg) - XE5000
6 | BUTTARELLO ET AL.
3.4 | Time stability after venipuncture
Regarding the time laps inmeasuring samples stored at room tem-perature,Table4showsresultsobtained.Theevaluationwasstoppedafter8hoursfromvenipunctureasitisareasonablelimitthatshouldnotbeexceeded.Infact,fora longertime,notalltheotherparam-eters of theCBC are stable regardless of storage temperature.20-22 Forreticulocytecount, therearenosignificantdifferencesbetween45minutesand8hours.Forotherparameters(IRF,RHE,MRV),dif-ferencesarestatisticallysignificantalreadyafter4hours,butalwaysclose to the “optimal” bias based on biological variability (0.125[CVi2+CVg2]1/2),whereCViandCVgrepresentthewithinsubjectandbetweensubjectvariability)17,19 .
4 | DISCUSSION
Thelargediffusionofautomatedmethodsdependsonthepossibilityofreplacingmanualvisualcounts,whicharesubjective,highlyimpre-ciseandtedious,andontheadvantagesderivingfromapreciseandobjectivecountmainlyat lowvalues,necessaryforthediagnosisofhypoplasticanemiasorfortheearlymonitoringofbonemarrowre-generation.Afurtheradvantageistheidentificationofotherreticu-locyteparameters,suchastheIRFwhichisusefulinclassificationofanemias based onmarrow response, mainly using two-dimensionalmatricesofIRFvsabsolutereticulocytecount,andindifferentialdiag-nosisofreticulocytopeniaindistinguishingbonemarrowaplasiafromearlyerythropoieticresponse.OtherusesincludemonitoringtherapyefficacyinnutritionalanemiabecausetheincreaseinIRFprecedestheincreaseintotalreticulocytecountbyseveraldays.3,4,23OtherusefulparametersavailableonlywithautomatedanalyzersarereticulocyteindexessuchasRHEandMRV.Theseindexesareimportantbecauselowvaluesindicateiron-deficienterythropoiesis,eveninconditionsinwhichtraditionalbiochemicalmarkerssuchasferritinandtransferringsaturationareinadequateasininflammationsoranemiafromachronicdisease.Moreover, they are useful inmonitoring an early responsetotherapybecausetheychangesignificantlyafteronly48-72hoursfrom administration of iron, cobalamin or folate in nutritional ane-mias.9,24Increaseofdifferentanalyzersonthemarket,amongwhichMindrayBC-6800representsoneofthelastintroduced,bringsinthepressingneed for resultscomparisonandharmonization.The refer-enceintervalinabsolutevaluebetweenthetwoanalyzersisdifferent,
TABLE 3 Instrumentagreementofreticulocytehemoglobinequivalent:distributionalclassification(N=368)
Mindray BC- 6800
Sysmex XE- 5000 Low Normal High Total
Low 105 4 0 109
Normal 19 210 2 231
High 0 6 22 28
Total 124 220 24 368
TABLE 4 Timestabilityevaluation(N=368)
Para
met
ers
T0T2
T4T8
Opt
imal
bia
sM
ean
Mea
nM
ean
diff
eren
ceP
Mea
nM
ean
diff
eren
ceP
Mea
nM
ean
diff
eren
ceP
Reticulocytes(109 /L)
50.8
850
.66
0.22
.413
50.33
0.55
.052
50.42
0.46
.124
3.9%(1.98)*
Immaturereticulocytefraction
(fraction)
0.07
00.
068
0.00
2<.051
0.06
70.003
<.001
0.06
70.003
<.001
2.4%(0.002)*
Reticulocytehemoglobin
equivalent(pg)
31.97
31.90
0.07
.081
31.81
0.16
<.001
31.80
0.18
<.001
0.49%(0.15)*
Meanreticulocytevolume(fL)
106.
2210
5.99
0.23
.078
105.
720.
50.0
0210
5.65
0.57
<.001
0.41%(0.43)*
*Parenthesis:absolutevalues.
| 7BUTTARELLO ET AL.
mainly on the upper limit, and the disagreement needs for specificreferenceintervals.Resultsdisagreealsowithpreviouspublishedre-sultsobtainedwithMindrayBC-6800onadultpopulation,especiallyontheupperlimit:93.2vs115×109/L.25Thismaydependonthese-lectedpopulation, but thedifference is so large to requires furtherstudy before reaching a final conclusion.Also comparison betweenmethodsonallanalyzedsamplesshowsanegativemeandifference(−1.8×109/L). Inthisstudy,thenumberofsampleswitherythrocyteinclusionswasmodest(threewithbasophilicstippling,fivewithJollybodiesandnoonewithinclusionsfrommalarialparasite),andthere-fore,amoreextensiveevaluationwouldbenecessarytoassesstheeffectofallpossibleinterferences.Forthefoursampleswithmarkeddifferencesincounting,nointerferencefromerythroblastsorahigherproportion of young reticulocytes can be hypothesized consideringthe similar values between the two analyzers. However, these dif-ferencesmaydependon thedifferentways inwhich the software,incertainsamples,determinestheseparationbetweenreticulocytesandmatureerythrocytes.Itshouldbenoted,however,that,fordiag-nosticpurposes,bothanalyzersshowedan increase inreticulocytesalthoughmorepronouncedforBC-6800thanforXE-5000.
Theanalyticgoalforimprecisionwhichiscurrentlywidelysharedis based on biological variability.Among various clinical conditions,monitoring has the most restrictive criteria (CVa<0.5 CVi). Studiespublishedonbiologicalvariabilityofreticulocytecountprovideessen-tiallyconcordantresults:CVibetween9.5and11%,26-28withanalyt-icalgoalsfrom4.75%to5.5%,respectively.Withimprecisionprofilewecanidentifyimprecisioninconnectionwithcriticalconcentrations.Thismethodwhenextendedtoawide rangeofconcentrationsandwithasufficientnumberofsamples(tolimittheeffectofpossibleout-liers)representsavalidalternativetoANOVAperformedonduplicatesofsamplesofdifferentconcentration(ie,low,normal,andhigh),16orofmanyconsecutivemeasurementsonthesamesample.Figure1showsthatthegoalforBC-6800isreachedatnormalandhighconcentra-tions.At lowconcentration, imprecision(from5%to10%) isgreaterthanthegoal,but it isnegligiblebyaclinicalpointofview,andit isbetterthanthatofmanypreviousgenerationofanalyzers.2Stabilityofallparametersovertimeafter8hoursfromsamplingissatisfactorywithvariations lowerorapproximate to themore restrictivecriteria(so-calledoptimalbias)basedonbiologicalvariation.17OnevaluationofclinicalusefulnessofRHE,totalagreementwithXE-5000isgood(91.6%).Atlowvalues,wheretheresultsareparticularlyusefulindi-agnosisofirondeficiencyerythropoiesis,arepresent23discrepancies(4 lowwithXE-5000butnormalwithBC-6800and19normalwithXE-5000,butlowwithBC-6800).Inthiscase,allvalueswereincludedinalittle intervalbetween29.5and30.9pg.Lessinterestingfromadiagnosticpointofview(increasedinmacrocyticnutritionalanemia),arethehighvaluesofRHE,buttheirrapiddecline,likewisetothatofMRV,isusefulinmonitoringearlyresponsetotherapyasreportedinFigure5.Thisfigureshowsalsotheoverlapbetweeniron-deficiencyandbetathalassemiatraitbecauseinthislastconditionRHEisalwaysreducedindependentlyfromironstores.13,29Themainlimitationofthisstudyisthatmethodsformeasuringreticulocyteextendedparametersarenotstandardized,andreferencematerialforthesedeterminations
islacking.Thismakesitimpossibletoexplorespecificcausesfortheobserveddiscrepanciesbetweenthetwoanalyzers.
Inconclusion,BC-6800providesaprecisereticulocytecountatallconcentrationswithanegligiblecarry-over.Stabilityofallparametersisexcellentup to8hours.ClinicalagreementwithXE-5000 isgoodmainlyusingbivariatematricesonclassificationofanemia,andRHEin diagnosing iron-deficiency conditions. The incomplete numericalagreementoncountand insomeparameterssuchasRHEmakes itnecessarytheuseofspecificreferenceintervalsandclinicaldecisionvalues.
CONFLICT OF INTERESTS
Theauthorsdeclarethattheyhavenocompetinginterests.
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How to cite this article:ButtarelloM,RauliA,MezzapelleG.ReticulocytecountandextendedreticulocyteparametersbyMindrayBC-6800:ReferenceintervalsandcomparisonwithSysmexXE-5000.Int J Lab Hem.2017;00:1–8.https://doi.org/10.1111/ijlh.12705