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AR A26 - 1478 A ASimmmpolen,iCuomnsPeerrvfaltuiovreooCcotmapnaoratteme(nAtPaFlOM)oEdxeplostourReeltaote Estimates of Perfluorooctanoate (PFO) Blood Levels in
Humans
Paul M. Hinderliter, Ph.D. Gary W. Jepson, Ph.D. DuPont Haskell LaborBaitoocrhyefmoircaHleaTlotxhicaonldogEynvironmental Sciences
10 October, 2001
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Abstract DAersfilmupclreonacnidancooantseer(vAaPtiFvOe)ceoxmppoasrutrmeesnttaolesmtoidmeatleswaosf pdeefvleuloorpoeodcttoanroelaattee (aPmFmOo)nium Cionnccleundtermateicohnasniinshiumofanphbylsoioodl.ogiTchael dmeosdcerliptwiaosnsb.asFeudrtohenr,kihneetimcopdreinlciwpaless.nobtutiintdeinddendotto tpehpylsaicoelotghiecanleededscfroirpmtioornse.roTbhuestmmooddeellisntclhutdeidnczleurdoe-omredcehranmiastthiecmiatnidcaaplprdoepsrciriaptteions of horealvaonldumienhsaloaftdiaoinliynwpauttear ncodansfuirmspt toirdoenrealnidmaiinatbiroeanthdeedscwaeprtieoun.sedSttaonrdealradteedstaiimlatienstzokfe oufndAePraFOvalroiectoyncoefnetrxaptoisounrseocfonAdPitFiOonsinaanid aunsdeddr1i0nckrienagtewaatearb.leTrheelamtiondgeAlPwFasOeixnetrackiesveida imondkeilngprowvaitdeer danedc/iosrioain-mtaokPerFsOwibtlhooadnceoancselnytraaptpiloinesd. tToohletsoirmepllaitceitAyPaFnOd uexipotsuorfesthtios estimates of resulting PFO concentrations in human blood.
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Introduction pAersfilmupolreocoocmtpaanrctatme(nPtFaOl)miondbellowodasfodlelvoewlionpgeidnahanldatuisoendotroiensgteismtaitoen othfeacmomncoenntiruamtion of Cpoernfsleuqoureonoccteaannoaaltyesi(sAPaFnOd)p.laTnhnienmgoadcteilviptrieesseanntdedisinoitntienntdeenddteod ctoombepalesmuebnsttitvuatreiofuosr a rloibmuistta,timonesochfatnhiesmmobdaesle,ditphsysiimoploorgtiacnatl tmoodcealr.efuIlloyrcdoenrstioderreatlhiezeasbsotuhmptthieosntsraenngdthcsavaenadts relevant to the model development and application.
Approach
Model Development: Tcohmepmaordtemlendtevdeelfionpeedd afsorthtehibslaopopdliccoamtipoanrwtmaesnattawnod-tchoempotahretrmeasntthoepbeondmyocdoemlpewirtthmeonnte. `toWhoinlleytohneemocdoemlpairstcmoennsttr(ubctleododacsoamtpwaor-tcmoemnpta)ritnmoerndtermo1d0eplr,ovtirdaensafecroonfsePrvFaOtiivse.confined ersetduumcaetseotofaPoFnOe-ccoonmcpenatrrtamteinotnsopinenblmoooddeflolwliotwhitnwgoAzPFroO-oerxdpeors-uirnep.utFpunrcotcieosnsaelslya,ndthoinse. cfiormspt-aorrtdemreneltimainndattihoenPpFroOcecsosn.cenItnroatthieornwionrdblso,oPdFcOaninsoctobnefirneedductoedthbeybtlhoeoddistribution of PbyFOthiisntmoodotehle,rabnoydyAPtiFssOuest.hatInisoridnegresttoedcoonrtriinbhuatleed0isthneotcosnusbejrevcatttoivediefsftuismiaotnaels produced rceosmipsatrantcmeenatn.d SisinacsesuPmFeOditsonboetcmoemtpalbeotleizleyda.nedliimnisntaanttiloynafbrsoomrbtehed ibnltoootdhiesvbilaoroednal esxcchreemtaitoinc. oIfntthheismmooddeellisthseheolwinmiinnatFiiognuries d1e.scribed as a pseudo first-order process. A
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Figure 1.SchematicofPFOComparunerMosdaell.
IanndFibgoudrye c1.omKpAarCtCmenisttsh.e dIishtarsibtuhteiounnictosefofficciaenyt,fbourttraasnsdfiesrcoufssPedFeOarbleietrw,eietnitsheetb0lozoedro
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diensocrrdiebre0PFcrOeaitnepuatcoinnsteortvhaetbilvoeoodnceo-mcpoamrptamretnmten(tugm/oddaeyl). viKaUthPeOoriaslarozuetre.o-oKrUdePrLtiesrm3 to Zero-order term (0 describe PFO input into the blood companment (ug/day) via the idnehsaelnabtieosnrreomutoev.alKoEfLPDFMO ifs raopmsetuhedbolfoiordstc-oormdpearretlmieminntatviioanrceonealffeixccireenttio(nd.ayD)iftfheartential TSaotleveeqduuastiinognsAwdevraencdeedveCloonpteidnuforuosmStihmeuslcahteimoantiLcanignuFaiggeur(eACLSaLn.d tAheegiesquCaotriopn)s.wTehree cmaotmhpeamnatmiecnatl (eqCuBatLiOoOnsD)usaerdetsohdoewscnriibnethtehsecroinecsoenfterqautaiotnioonfsPbFelOowi.n the blood
4 - KPO + KUPL - KELIM * CBLOOD* VOL - RAF
w
4AB =(KUP+O KUPI - KELIM * CBLOOD *VOL - RAMFi
@
[2 4aB= (KUPO + KUPI ~ KELIM * CBLOOD*VOL - RAiFt @
B=] (KUPO + KUPI ~KELIM * CBL*VOOL-ORAFDYt
@
CBLOOD =ABIVOL
In the equations above, AB istheamount (ug) of PFO in blood, is time (days). VOL is
the volume (ml)ofthe blood compartment andRAF(ug/day) is the rateofPFO
`'mAoCvSeLmceondtibnegtowfeethnetahbeobvleooedquaantdiobnosdiys cgiovmepnaritmmmeendtiast(eRlyAFb=el0oiwn atnhidsimnodAeplp)e.ndixTh1e. The
corresponding ACSL command fill is provided int Appendix 2.
RA=KUPO + KUPI - KELIM*CBLOOD*VOL - RAF
)
(CBLOOD=INTEG(RA.0.VVOL
@
Model Input Assumptions/Descriptions:
Blood Compartment Volume: The blood volume of 3.5 L used in the model was that of
2mFua5ni0cnt-tiaKoignnhotfuhmbaocndoyn(sawevereivrgaahugtvee5h0auplmpaarrgnoearfcebhmodadelyseiwrweeeiidggfhhottr)s.twhiiTlshlmeeoqdfueealmt.aelOteobwvleiaiorgughesrtlybw,laobsoldsoeovldoelcvutoemldeustm.oePisF3O concentrations in blood will therefore decrease for a given APFO exposure as body weighs increase.
Elimination Rate Constant: The elimination rae constant, KELIM, was assigned a value of 0.0019/day. This was derived assuming a PFO half-life (ty2) in humans of 365
dpalyacseadnidn tthhaet2f0ir0s-t3o0r0dedrakyinreatnigces,atphpely3.65W-hdialyehcaulrfrleinfte hisuamcaonns`eharlvfa-ltiifveeesvtailmuaetefsorairnetial
model conditions. The actual valueforKELIM was derived using the relationship
bobeetyweede.n the half-life and the elimination rate constant where first order kinetics are.
Keum = 2n2
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cInopnuvteorftAetPdo FmiOcrvioagrDarmisnk(uign)goWfaAtPeFr:O Dirnigneksitnegd wpaetredracyonucseinntgrtahteioansssoufmpAtPioFnOthwaetre Sdokprionsigmawtaetleyr2coLntoafitnhienwgat1 epraarrepecrobnislulomned(pppebr)dAayP.FOAnwaesxacmopnlseufmoeldlows where
pbp=7plugs, LlBg Bn2LLetJugu
ImnipcruotgorfamAsPoFfOAvPiFaOInahbasloartbieodn:inItnohatlheedbcloonocdenutsriantgiothnes aosfsAumPpFuOiownetrheatcoanpvperrotxeimda1t0ely 2'0APmF'Oowfaaisrainrhealebdr.eathed per day. An example follows where air containing | ug/m'
Lluugg mw
J2do0ammy''__ 22d00auuygg
"= 10
`General Assumptions:
"2Thsuebsstiimtpultee mfoodarelmodersecrriobbuesdt,hmeerechisandiessimgbnaesdetdo bpehycsoinosleorgviactailvemoadnedl.is nCootnsiinstteenndtedwittohbe the cesign of this model, several general assumptions have been made.
"Y(o 2(1) TThherPFiOiisdmisatriabubtedooonlflysFiOnmt.hehumanblood comparment. "ns
`ok'(a4(3)) ENloimbiinnadtiinognoorccmuercshabnyisastiincgdleescfriirpstti-oonrsdearrpeaitnhcwlauyd.edIinisthleikmeolydetlha.t eliminat--ion~,Nagy,
afcotlulaolwleyddibsypalsalysobwipehoarrsitcecrlmiimnianlapthioansewietlhimainnatiiniotni.al Irnapoirddeelrim0ibneatcioonnspishtaesnet 1. *
I (5) weAlililmhAinhPaeFticoonnnsiehrivncactliuovtdeem dnian tthoeg ufmrtodheeilmd n.oidnegl,ownalytetresstlaownl(yeramnidncao)mpphlaestelGyracy "<n
rea?
(6)
aAbPsForObeedxpionstuortehse
blood
occur
ecvoemrpyardtamyetnhtr.ough$oAutvtuhde texoposu*re
period
modeled.
Seda
Results
"APTEPheOFsOiinmautrhleeasthheudomwPanFnOinbolFedivyge.ulrstehien2.shiuAmmsualwantoibuollnodoibdlleurseetsxrupaltetecistntgehdaftrbaossmteeradedpoy-ensatttahetedeeiPsntgFeiOsmtabitloeondoodhfall6fe-vuleiglf/sedaoarfye rCeiamcihneadtioonnlyofafPeFrOrefpreoamietdheexbploosoudroenfcoerPovFeOr l6eyveealrssa.reFaitgsutreead3yisstaatseimaunldatPiFoOn oefxpthoesure is terminated.
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E iw: DEm ERE = = = =
Fe. Saadn PFOCosEgpraeosr n10HcamgaasyBAlooOdDin ndAer
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lAesveerlisersesoufltmiondgeflrosimmdurliantikoinnsg wwaetreerrcuonnttaoiensitnigmaAtPeFtOh,e sbtreeaadtyh-isntgataeifhcuomnatnainPiFnOg AblPoFoOd or CaorembsihnoawtnioinnsToafbtlhee1.twoT.abTlhee 1recsaunltbienguseesdimuantdeesrtohfePcFoOndciotnicoennstrdaetsicornisbeidn ihnutmhae nexbtl,ootod 2c5o5n1tganinainPgF|OpbplbooAdPcFonOcewnatsractoionnsu0meadpaarntdicnuolaAr PexFpOosuwraes. pErxeasmepniltnet1h Ifidnrhianlkedinagi,wattheer Tesulling sicacy-state PFO concentration estimate in human blood would be 0.30 ppm. Ethxeaminphlaele2d: Iafir,notheAPreFsuOltwiangs sptreeasdeyn-tstiantethPeFdOricnoknicnegnwtartateiroanneds0t.im0ateugi/nmh'uAmPanFOblwoaosd in
wobeu0.1l5ppdm. Exampl3e: If APEOwas present in the drinkingwaterat ppb and
ibnlotohed waiorautld b0.e3 u1g./2m0',pptmh.e resulting steady-state PFO concentration estimate in human
Teaxbploseu1r.etEostAiPmaFtOedvhiaumaiarnansdtleaodryd-rsitantkeinPgFwOatberl.ood levels (ppm) following
per billion APFO adrinking wate
SL 2 5 4 5 6 _1_8 9 To 5 0 _w
53
ou
[00s]
S0.TT 55% vidoe E oSoEpCEfOoE NmI"TyrsASa.s
P1O9RR
TREBA"Tt1Eh35or 22485sG3aiRe IssP s SE sEA
112210)
= |orofo30 oes. 098 "iz. 25FH07 HD TAD 27030071331 "esl WR 1232
5 ffooumsfhoosuos o0s7e%s 1rd 87Tais"hTnaarnri pFosos2200571 2T55h.2085 331d6 vae6. E4N9E 0 SM 11224672
:
25 J|ooo]ch05i0a- oe120s0)8% eLas pdoyo 20284d proewt2M 202-u300a s23s5a.rsIoka23p91x EEINEI0G2H2 11220:2
:
osoff EONSTRLAFS FREI est tow 21 451 BRER 1052 1352
Loo SRR
S67 3913 41E
"
ERREEO 1202 1502
2300008} oof 1202
ios
1232 1262
BENET
1292
(022 1322
1052 1352
1082Fi1112 1382 1412
[ER1C42 1442
1172 TE12T02 1472 102
1103.5522 1633
11580032 2103
2118..0033 2604
FFFOBBlloooodd veespsrhsa orcpotposrnan cal 105m
* Udseeosf cthiirsntitabhbleetereexdqtu.ires careful consideration of assumptions and limitations
Discussion Arelativelysimple and conservative compartmental model was developed and exercised
tocreate an estimate of the PFOconcentratioin human blood followingexposure to
ArheePlaFctOoinngsiAtnrPdaFriniOtnskoifnxgptohwseautraeesrssautnmodpe/tsoitroinimsnahtaaenlsdeoddfeaissrct.reiaTpdhtyie-osnmtsaotdpeerPolvFwiOadesbdltoihnoednthcuiossnecrdeepnot0rrtac,trieaoanvtsae.raitetaWybiltoehfin
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ceoxnpcoesnutrreatcioomnbiinnabtliooonds. cthoeulmdobdeelevcaoluuladteadlsuosibnegutsheedmtoodCerle.ateGiavpelnausisbpleeciefxipcoPsFurOe hSycpeontahneotitchaalt sctoeualddy-psrtaotdeucPeFtOhecoonbcseenrtvreadtiPonFOofb5lopopdbleivnebl.loFood,rethxeamcpolrer,eispfoonndeinhgaAdPaFO exposure estimate using the model would be approximately 16 parts per tilion (pp). "aTnhaelymsoisdeolr palnadnanpipnrgoaacctihviptrieess,enhtoewdevinert,hisitrsehpoourltdmnaoytsbeervvealausabalesufbosrtciotuntseefqouremnocree prorbeussetntmeedchhaenriesitsicb,aspehdysoinolsooguicnadllcyombpaasretdmmeondteallsaanaltyhseiys pbreicncoimpeleasvaainldabilsee.xTchleusmioodvefel cmoencshearnviasttiivcoerapshsyusmipotlioogniscaanlddetshcerriepftoiroensis. lAikseldyistocupsrsoevdideaerlhiiegrh, ethsitsimmaotdeeslofisPbFasOed on `cSoinmcpelnitcritaytiaonnds uitnilbiltoyoodf tfhoilslomwoidneglipnrgoesvtiidoenodreciisnihaolna-tmiaokneorfsPaFnOe.asiNleyvearptphleileedstso,olthteo relate APFO exposures to estimatesofresulting PFO concentrations in human blood.
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Appendix 1: ACSL Model Code
PIRMOODGERLATMO SIMULATE PFO BLOOD LEVELS FOLLOWING ORAL AND. IVANRHIAALBALTEIOTNIMOEF APFO.
TIAL
{SCYOSNTSETMANOTFSICNATNERBEESTGIVEN VALUES TO SIMULATE EXPOSURE AND
CCOONNSSTTAANNTTKKUUPPIO~~ ==00.. CCOONNSSTTAANNTTKKEALCICM ~~ =<00. CCOONNSSTTAANNTTVVFOL ==II.
""ZZEERROO OORRDDEERR OIRNHAALLUAPTTIOANKUEP(TugAdKaEy)(up/day) `{FFIIRRSSTT--OORRDDEERR EDILSITMRIINBAUTTIIOONN(TdaOy)BODY (day) 1!BBLOODOYDVVOLOULMUEME(m(im) )
TIMING COMMANDS
CCOONNSSTTAANNTTPTOSITNOTPS +=3366%00.. CONSTANTTOFF 23650.
LNOE.NGOTFPHOOIFNETSXPIONSPULROET(day) END OF EXPOTSIMEU(DRAYES)
CIENNTD=.TSTOPPOINTS
{ECNODMMINUINTIICALATION INTERVAL
DYNAMIC
ALGORITHM IALG=2
DIFE(RTIIVMAETIGVT.ETOFR) THEN KKUUPPOL==00..
BD
FTERMT(TIME GETSTOP)
R{AC-OKUNPCOE+NKUTPIR-AKOTEFLIPIOFMNOCBINLTOHOEDB*LVOOOLD-RCAOMFPARTMENT (g/day) CBLOOD=INTEGRA.0 VOL
R\ACFON=CKEANCTRCAHTCIBOLNOOOFDP*FVOOILNCTFHVEFB)ODY. CF= INTEGRAFOOWE.
EENNDD EENNDD DDEYRNIAVMAITCIVE eo
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. Appendix 2: ACSL Command File for Assigning Appropriate Parameter Values
TSTOP=10+365: POINTS=50: TVOOFL=F3=5T0S0T:OP+1: KACC=0: KELIM=00019; KUPO=2; KUPI=6: Keyboard figure: lHiInSe(T_AtiRmTe, _cblood, @linestyle="+"); _cblood(POINTS) slabel(Time (Days): {yliatbleel((BCLonOcO.DiCnObNloCoEdN(TugR/AmTL)I)O:N):
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