D 9-tetrahydrocannabinol (THC) is present in the body between smoking sessions in occasional non-daily cannabis users
J. Mørland
a,b,*, J.G. Bramness
a,c,daNorwegianInstituteofPublicHealth,POBox222Skøyen0213,N-0403Oslo,Norway
bInstituteofClinicalMedicine,UniversityofOslo,POBox1072,Blindern,N-0316Oslo,Norway
cNorwegianNationalAdvisoryUnitonConcurrentSubstanceAbuseandMentalHealthDisorders,InnlandetHospitalTrust,Ottestad,Norway
dInstituteofClinicalMedicine,UiT-TheArcticUniversityofNorway,Tromsø,Norway
ARTICLE INFO Articlehistory:
Received7October2019
Receivedinrevisedform4February2020 Accepted8February2020
Availableonline28February2020 Keywords:
Cannabis
Tetrahydrocannabinol Pharmacokinetics Accumulation
ABSTRACT
Background:THCcanbemeasuredinblooduptoamonthafterlastintakeinheavycannabisusers.The cognitivedeficitsduringabstinencehavebeenhypothesizedtobeatleastinpartduetoresidualTHCin brain.TowhichextentTHCaccumulationwilloccurafteroccasionalcannabisusehasgainedlimited attention.Weaimed topredictTHC-levelsbetweensmokingsessionsinnon-dailyaswellasdaily cannabisusersandtocomparethesepredictionswithpublishedTHClevels.
Methods:Predictionswerebasedonpharmacokineticprinciplesondrugaccumulationafterrepeated dosing,appliedtodifferentcannabissmokingpatterns,usingdatafromathree-compartmentmodelfor THCpharmacokineticsandresultsontheterminaleliminationhalf-lifeofTHCinhumans.Wesearched theliteratureforTHCmeasurementswhichcouldbecomparedwiththesepredictions.Wefoundnosuch resultsfromcontrolledstudiesoflong-termrepeatedcannabisconsumptionofknownTHCamounts.
Thirteenpublishedstudiescontained,however,enoughinformationoncannabisuseandresultsfrom THC-measurementstomaketentativecomparisonswiththepredictions.
Results:ThepredictionsofTHC-plasmalevelspresentafterdifferentcannabissmokingpatternsassuming terminaleliminationhalf-livesofTHCof21.5horlonger,hadsomesupportinpublishedTHClevels measured in individuals self-reporting their cannabis consumption. We found no consistent discrepanciesbetweenthepredictionsandreportedTHCplasmalevelsafternon-dailyordailycannabis use.ThepredictionsindicatethatTHCmightbepresentinplasmabetweensmokingsessionsaboveusual analyticallimitswhensmokingeverythirdandsecondday,andat lowerlevelsafteronceweekly smoking.
Conclusions:ThestudyindicatesthatTHCmightbepresentcontinuouslyeveninnon-dailysmokersat lowlevels,evenifthesmokingoccasionsareseparatedbyaweek.Thisisdifferentfromalcohol,where ethanolhasdisappearedafteraday.FromatoxicologicalpointofviewthepersistanceofTHCinthebrain, raisesquestionswhetherthisshouldbegivenmoreattentionaswithothertoxicologicalthinkingwhere long-termpresenceofbioactivesubstancesgivesrisetoconcern.Therearesomeuncertaintiesinthis analysis, and controlled studies on THC-accumulation accompanying different use patterns seem warranted.
©2020ElsevierB.V.Allrightsreserved.
1.Background
With rapidly changing legislation across the world on recreationaland medicinal use of cannabis, increased use can beexpected[1].Thereisalsoapublictendencytoviewcannabis as less dangerous than in the past [2] and such views might further lead to increased use [3]. Cannabis use can result in
various degrees of acute intoxication with cognitive and psychomotor impairment. Chronic use might be related to long-term effects on cognition, brain structure, psychiatric disordersandcannabisusedisorders[4,5].Thecognitivedeficits during early abstinence in chronic daily users have been hypothesizedtobeatleastinpartduetoresidualTHCinbrain [6,7]asTHCcanbemeasuredinbloodforuptoamonthafterlast intake insuch users[8,9].Thisprolonged THC-eliminationhas beenreportedrelatedtoyearsofpriorcannabisuse[9],andhas been suggested to represent gradual transfer into the blood streamfromstorageinadiposetissue[6,10].
* Correspondingauthorat:NorwegianInstituteofPublicHealth,Oslo,Norway.
E-mailaddress:jorg.morland@medisin.uio.no(J. Mørland).
http://dx.doi.org/10.1016/j.forsciint.2020.110188 0379-0738/©2020ElsevierB.V.Allrightsreserved.
ContentslistsavailableatScienceDirect
Forensic Science International
j o u r n a l h o m e p a g e : w w w . e l s e v i e r . c o m / l o c a te / fo r s c i i n t
Most cannabis users are not daily smokers [11,12] and the questionwhetheroccasionalrecreationalsmokingcanleadtoTHC accumulationbetweensmokingsessionshasonlygainedlimited researchattention.MountingTHClevelsinbloodhavenotbeen expectedinoccasionalusersastherearenumerousobservationsof arapiddeclineofbloodTHCconcentrationsaftersmoking,with thedetection limit of usualanalytical methods reachedwithin 612h[6,13].Eliminationhalf-lives(T1/2)determinedfromblood THC concentration measurements during the hours following smokinghaveaccordinglybeenbelow2h[14–19].
The pharmacokinetics of THC is, however, complex and different multiple compartment models have been suggested [19,20]. Recently, Heuberger and co-workers [21] developed a more complete population pharmacokinetic model of THC, representing a three compartment model, based on detailed analysis of several previous unpublished and published [22]
experimental studies. Heuberger’s paper suggests that THC regardless of route of intake and intake frequency has a fast initialandintermediateT1/2,butanapparentterminalT1/2thatis about21.5h.OtherpreviousstudieshavealsoreportedT1/2inthe orderof1836h[15,23,24].Onestudywithbloodsamplingforan extendedperiodofatleast10daysafterTHCadministrationeven reportedameanterminalT1/2of4.3daysindailycannabisusers [25].
Whetherthereisashort(fewhours)orlong(days)T1/2ofTHC wouldgreatlyinfluencethepossibilityofTHCtobeingpresentin thebodyofrecreationalcannabisusersbetweencannabisintake episodes.
Inthepresentstudy,wefirstwantedtodevelopamodelthat couldpredictTHC-levelsinplasmapresentbetweenintakeswith certainpatternsofrepeatedrecreationalcannabisuse.Knowledge of drug half-life and dosing frequency gives the possibility to calculateextentofdrugaccumulation[26]afterrepeateddosing.
Recreationalnon-dailyuseofcannabisdoesnotoccurwithgreat regularity but estimates of the THC-levels present in blood betweenintakes were performedfor individuals withsmoking patternsofe.g.onceaweek,everythirdandeverysecondday.
Thesecondpurposeofthepresentstudywastocomparethe predictionsfromthepharmacokineticmodelwithpublisheddata fromuserswithlong-termrepeatedsmokingofcannabis,tothe extent that such data could be retrieved from the existing literature.
2.Methods
2.1.PredictionofplasmaTHClevelsafterdifferentrepeatedcannabis usepatterns
If a drug is eliminated accordingto first-orderkinetics, the amountofdruginthebodywillincreaseuntilasteadystate(a plateau level) is reached after a period corresponding to
approximately5timesT1/2.Atthisplateau,theamountofdrug dosedperintervalisequaltotheamountofdrugeliminatedduring thatinterval.Foranydrugwithmultipledosing,theaccumulated amount of the drug in the body at plateau conditions can be calculatedaccordingtotheexpression[26]:
AI¼ 1 1ekt
Kistheeliminationconstantofthedruginquestion(k¼0T1:693=2), and
t
isthedosinginterval.AIistheaccumulationindex,i.e.theratiobetweentheamount ofdruginthebodyatplateauanygiventimeafterthelastdoseand theamountofdruginthebodyatthesametimeafterasingledose.
Afterdistributionequilibrium is attained, theAI would alsobe validforcirculatingdrugconcentrations.
To apply this general pharmacokinetic principle of drug accumulation toTHC aftercannabis use, a certain regularityof smoking a given dose was postulated. We did this for the prediction of THC concentrations after cannabis used once a week,2–3timesperweek(everythirdday),everysecondday,once everyday,andtwiceeveryday.Dailysmoking(onceortwice)was included among the predictions for the purpose of possible comparisonwithmorepublisheddata(seebelow).Thepharma- cokineticmodelofHeubergerandco-workers[21]indicatesthat thedistributionofTHCisfinalizedat12haftersmokingandthe terminal phase is reached at this time. Wethus calculated the expectedTHCconcentrationsinplasma12haftersmokinguntil thenextintake.Wedecidedtousesmokingofadoseof54mgTHC thestandarddoseinourcalculations.Thisallowedustousesome ofthepredictionscalculatedbyHeuberger’sgroup[21].Thisdose isprobablyhigherthanoftenusedbyoccasionalusers,about25 mgTHCandclosertothatacceptedbyexperiencedusers,3554 mg[15,21,27].Thus,weobtainedarepresentationofnearmaximal accumulationobtainablebydifferentsmokingpatterns.Basedon previousstudies[24,28]weassumedthattherewasnodifference interminalTHChalf-lifebetweenlightandheavycannabisusers.
InthepresentpredictionsweusedboththeTHCterminalhalf-life of21.5h[21]andthemeanvalueof4.3daysasfoundbyJohansson andco-workers[25].Thesehalf-livescoverroughlytherangeof published elimination half-lives of THC from studies with sampling periods longer than 1224 h. The results of the predictionsareshowninTable1.
2.2.PublisheddataonTHClevelsincannabisuserswithlong-term repeatedintake
Tocollectstudieswithdatathatcouldbecomparedwiththe calculatedpredictedTHClevels,wesearchedOvidMedlineand PubMedforrelevantstudies.Weusedthesearchterms“cannabis or cannabinoid or marijuana or THC” and “accumulation or excretion or disposition or half-life or pharmacokinetics or
Table1
Theeffectofdifferentdosingintervalsonaccumulationindex(AI)andcalculationsoftypicalpredictedTHCplasmaconcentrations(95%predictioninterval)[21],12hafter smoking54mgTHC,andatnextintake,assumingterminalT1/2of21.5hor4.3days,respectively.
T1/2=21.5h T1/2=4.3days
Patternofuse AccumulationIndex(AI) THCplasmaconcentrations(ng/ml) AccumulationIndex(AI) THCplasmaconcentrations(ng/ml)
12haftersmoking Atnextintake 12haftersmoking Atnextintake
Infrequent 1.00 1.2(0.6–3.0) 1.00 1.2(0.6–3.0)
Onceaweek 1.01 1.2(0.6–3.0) 0.01(0.0-0.02) 1.48 1.8(0.9–4.4) 0.7(0.3–1.6)
Everythirdday 1.11 1.3(0.7–3.3) 0.2(0.1-0.5) 2.61 3.1(1.6–7.8) 2.1(1.1–5.2)
Everysecondday 1.27 1.4(0.7–3.6) 0.4(0.2–1.1) 3.64 4.4(2.2–10.9) 3.5(1.7–8.6)
Oncedaily 1.87 2.2(1.1–5.6) 1.5(0.7–3.8) 6.71 8.1(4.0–20.1) 7.5(3.7–18.6)
Twicedaily 3.13 3.8(1.9–9.4) 3.8(1.9–9.4) 12.83 15.4(7.7–38.5) 15.4(7.7–38.5)
concentrationinblood/plasma/serum”, restrictingthesearch to humanstudiesintheEnglishlanguage.Fromtheretrievedpapers, weselectedthose,whichhadsomeinformationonthefrequencies ofuseofcannabisinthesubjectsandsomemeasureofTHC-levels inwholeblood(B),serum(S)orplasma(P).Wealsosearchedthe publications’referencelistsforadditionalpublications.Thesearch ledto13scientificpublicationswiththiskindofinformation.
Wefoundnocontrolledstudies ofTHC-levelsobtainedafter long-termrepeatedsmokingofcannabiswithknownamountsof THC.Weuseddatafromsomestudies,whereTHCconcentrations inbloodorplasmaweremeasuredinpeoplewhohadself-reported their consumption of cannabis in the preceding period. Other studies where THC was administered for pharmacodynamics/
kineticpurposestopeoplewithdifferentpriorcannabisconsump- tion,thebaselinelevelsrelatedtopreviousself-reportedcannabis intake,werealsousedforcomparisonwiththepredictionmodel.
TheresultsarepresentedinTable2.
3.Results
3.1.PredictionofplasmaTHClevelsafterdifferentrepeatedcannabis usepatterns
Table1showsthecalculatedaccumulationindices(AIs)andthe predictedTHC-plasmalevelsbetweenintakes aftercertainnon- dailycannabisusepatterns.Forcomparison,Table1 alsoshows dataforinfrequentsmokingandtwopatternsofdailysmoking.
The AIs increased with increasing frequency of use. The differencebetween use once a week and every third or every
seconddaywasabout10%or25%,respectivelywhenT1/2wasset to21.5h.Correspondingdifferenceswerearound70%or145%, respectivelywhenaT1/2of4.3dayswasapplied(column1and4, Table 1).ThesedifferenceswerereflectedinTHClevelspresent betweenintakesforthethreedifferentsmokingpatterns(oncea week,everythirdorsecondday).
Based ona T1/2of21.5 htheTHCplasmaconcentrationwas below1ng/ml24hafterthelastsmokingforallthreenon-daily smokingpatterns(notshowninTable1)anddecreasedtoplasma levelsbelow0,5ng/mlatnextintake(column3,Table1).Asmost routineanalyticalmethodsforplasmaTHChaveLOQsof0.5or1 ng/ml,nofindingofTHCintheperiodbetweenintakeswouldoften occur.Butevenfortheleastfrequentpattern(onceaweek),some THCwaspresentinplasma.
Based on a T1/2 of 4.3 days the THC plasma levels were substantiallyhigherandwouldinmostcasesexceptforsmoking onceaweek,beabovetheanalyticalLOQsduringthewholeperiod betweenintakes(column6,Table1).
3.2.ComparisonofpredictedandpublisheddataonTHClevelsin cannabisuserswithlong-termrepeatedintake
Table 2 summarizes data from 13 studies with data on both long-termrepeated cannabis consumptionand measure- mentsofTHC-levelsinwholeblood(B),serum(S)orplasma(P) afterdistributionequilibriumofthelastdosewasreached.The studiesarelistedaccordingtointakeofcannabis:onceaweek, everythirdday,everysecondday,onceadayorseveraltimesper day.
Table2
Datafrom13studiesmeasuringTHClevelsinblood/plasma/serumafterprecedinglong-termrepeatedcannabisuse.Abbreviationsabouttime:w:weeks,d:days,h:hours.
Abbreviationsonstatistics:me:mean,md:median,r:range,SE:standarderror,SD:standarddeviation,95CI:95%confidenceinterval.Abbreviationsaboutsamplematrix:S:
serum,P:plasma,B:wholeblood.
Reference Groupsize,amountandfrequency
ofcannabisuse
Timebetweenlastsmoking andbloodsampling
MeasuredTHC conc.ng/ml
THCconc.ginplasma ng/ml
Smokingonceaweek
Skopp&Pötsch,2008[41] N=6,upto1joint/w 36(24–48)hme(r) S:0(0–1.4)md(r) 0(0–1.4)md(r) Ramaekersetal.2016[39] N=5a,10-15occasions/3months,i.e.0.8-1.2
occasions/w
Notspecified S:0(0–1)md(r)a 0(0–1)md(r) Smokingeverythirdday
Hartmanetal.2015c[42] N=32,upto2–3occasions/w 2(0.3–4)dmd(r) P:0.9mdb 0.9md
Hartmanetal.2016c[43] N=19,upto2–3occasions/w 2(0.3–4)dmd(r) B:(0–6.3)(r) 0-9.7r Smokingeverysecondday
Skopp&Pötsch,2008[41] N=15,uptoonejoint/d,i.e.3–4joints/w(?) 36(24–48)hme(r) S:0.3(0–2.6)md(r) 0.3(0–2.6)md(r) Hjorthøyetal.2012[29] N=88,onaverage40.4(3.24SE)jointson13.8(0.76
SE)d/month
1dmd P:4.1(0.76)me(SE) 4.1(0.76)me(SE) Smokingoncedaily
Skopp&Pötsch,2008[41] N=16,morethan1joint/d 36(24–48)hme(r) S:1.3(0–6.4)md(r) 1.3(0–6.4)md(r) Toenessetal.2008c[15];Ramaekers
etal.2009c[44]
N=12,using340(86)timesme(SD)peryear,2 jointson7(4–25)md(r)occasionslastweek
Onenight(8h?)+4hafter smokingplacebo
S:2.8(3.4)me(SD) 2.8(3.4)me(SD) Smithetal.2018[30] N=16,using0.30(0.22)gme(SD)cannabisper
occasion,on1.3(0.8)me(SD)dailyoccasions
Atleast12h B:1.2(1.5)me(SD) 1.8(2.3)me(SD) Smokingmultipletimesdaily
Odelleta.2016[40] N=21,dailyusing4–6joints,or20(5–50)bongs,or2 (0.5–4)gheads,md(r)
25.5(12–31)hdmd(r) B:2(1–13)md(r) 3.1(1.5–20)md(r) Desrosiersetal.2014[27] N=14,using4.5(1.5–21)joints/d,md(r)forthelast
14(11–14)d,md(r)
22(19–41)hmd(r) P:4.8(3.3–6.3)me (95%CI)e
4.8(3.3–6.3)me (95CI) Schwopeetal.2011[45] N=10,using5(1–12)joints/d,md(r);forthelast11
(8–14)d,md(r)
65(39–116)hmd(r) P:1.6(0–7.3)md(r) 1.6(0–7.3)md(r) Bergamashietal.2013c[8];Karschner
etal.2016c[9]
N=28,using9(1–30)joints/d,md(r);forthelast14 (11–14)d,md(r)
Atleast24h P:2.7(0–8.7)fmd(r) 2.7(0–8.7)md(r) Smithetal.2018[30] N=10,using0,62(0.36)gme(SD)cannabisper
occasionon2.7(0.93)me(SD)dailyoccasions
Atleast12h B:2.3(2.9)me(SD) 3.5(4.5)me(SD)
aApproximatenumbersfromfig.1and4[39].
b Calculatedfromdataafterplacebosmoking,theirsupplementarytable5[42].
cThetwopaperspresentdifferentaspectsofthesamestudy.
d Timetofirstbloodsampleafter12hsincesmoking[40].
eDatafromsupplementarydatatable1e[27].
f Datafromday1,thedayafteradmissionday[8,9].
g Conversionfactorfrombloodtoplasma:x1.54[45,46];serumtoplasmaratioequals1.0.
TwostudiesinTable2reportedTHClevelsfromsmokingoncea week,representing11individuals.For5ofthesethetimebetween smokingandbloodsamplingwasunknown,fortheother6itwas between24and48h.Thehighestvaluewas1.4ng/ml,butinmost cases,theTHCconcentrationwasbelowtheLOQof1ng/ml.These resultswerecompatiblewiththepredictionsinTable1.
Two studies presented THC-levels from 32 people smoking everythird day or less often (Table 2). The time between last smokingandbloodsamplingwas2days(median,witharangeof 0.3–4days).ThemeasuredTHCplasmalevelsrangedfrom0to9.7 ng/ml.Thehighestvaluewassomewhathigherthanthehighest predictedTHC-level.
TwostudiesmeasuredTHClevelsfrom103individualssmoking everysecondday(Table2).Themediantimesincelastsmoking was24hormore.Thestudywiththemostdetaileddescriptionof cannabisconsumptionandmostparticipants[29]reportedamean THCplasmaconcentrationof 4.1 ng/mlfor theperiod between smoking occasionscompatible with the predictionsin Table 1, column5and6,i.e.thosebasedonaterminalTHCT1/2of4.3days.
Tendifferentstudiesonsmokerswithintakesonceormultiple timesdailywithtimesbetweenlastsmokingandbloodsampling from12to116hwerecollected(Table2).ThemedianormeanTHC plasmalevelswererangingfrom1.3–4.8 ng/ml,withindividual valuesrangingfrom0to20ng/ml.Thehighestindividualvalues recorded were compatible with the predictions presented in column5and6inTable1.
4.Discussion
The present predictions of THC-plasma levels present after differentcannabissmokingpatternsassumingterminalelimina- tionhalf-livesof THCof 21.5hor longer,had somesupportin publishedTHClevelsmeasuredinindividualsself-reportingtheir cannabis consumption. We found no consistent discrepancies betweenthepredictionsandreportedTHCplasmalevelsafternon- daily or daily cannabis use, supporting the reliability of the predictions.It is therefore reason to assume that THC will be presentinplasmaandorgansinequilibriumwithbloodase.g.the brain,betweensmokingsessionsinnon-dailyusers.
Inaccurate reporting of smoking frequency in the published studiescannot beexcluded. Deliberate over- orunderreporting may, however, be less of a problem than expected, as several studiescomparingself-reportandTHC-biometricshaveconcluded thatself-reportcanbequitereliable[30,31]
Itcouldbearguedthatsomeofthehighervaluesmeasured fittedwithpredictionsduetotheinclusionofTHCresultsfrom samplestakenbeforeadistributionperiodof812hafterlast smokinghadpassed.Thisseemshoweververyunlikelygiventhe informationin thedifferentpapers.Ontheotherhand,forall consumption patterns we observed some deviations as severalpublishedindividualTHC-levelswerelowerthanthose predicted. In some instances, the broad range of smoking frequenciesincludedinthegroupthuscontaininglessfrequent smokingthanthepatternusedtodefinethegroup,couldexplain this.
Anotherfactorthatwouldgiverisetolowermeasuredlevels thanthosepredictedwasintakeoflowerdosesthanthedose(54 mg) THC used in the predictions, although this dose was considered to represent a medium-strong marihuana cigarette [21].NoneofthestudiesinTable2reportedtheamountofTHC consumedperdose, occasionorday.In general,theknowledge about doses of THC smoked by different individuals is quite limited. A recent Spanish study estimated a “median joint” to consistof260mgmarihuanaandtocontain7mgTHC[12].The mediannumberofjointssmokedperoccasionwere3givingan intakeof 21mg peroccasion. Otherstudieshave estimatedan
averagemarihuanajointweighing320mg[11]ortobewithinthe 3500mgrange[32].Ameta-analysisfoundincreasingmeanTHC contentinherbalcannabisovertheyears,reachingabout10%in 2010[33].Thus,ajointof320mgwouldcontainabout32mgTHC.
Howeverallthesestudiesshowedlargevariationsinjointsizeand THCcontent,inadditionsmokersoftentitratetheabsorbeddose byadjustingthewaytheysmokeaccordingtotheinfluencethey experience during smoking [6], and considerable individual variationintheamountabsorbedmightbeexpected[13,14,27].
Asitispossiblethatthedoseusedinthepredictionswasinthe upperendoftheusualdoserange,thepredictedTHCplasmalevels mightprobablybesomewhathigher thanthoseusually experi- encedbynon-dailysmoking.Themostlikelylevelspredictedfor thosesmokingonceaweek(Table1)didgenerallynotexceed2ng/
mlduringtheperioduntilnextsmoking.THCconcentrationsin plasma below 2 ng/ml probablydo not inflict psychomotor or neurocognitiveimpairment,butconcentrationsfrom25ng/ml might[34].Therelations betweenpharmacodynamicand phar- macokineticparametersare,however,limited[28].Somestudies have shown a rough concentration effect relationship for THC levelsinplasma[34–37],whileothershavenot[13].Toleranceto certaineffects ofTHCasa possibleconsequenceofchronicuse havebeen suggestedin somestudies[38],but is not foundby others[39].Itmightthereforebedifficulttorelatecertaincognitive orpsychomotoreffectstothelevelsofTHCbeingpresentbetween smoking sessions for once a week smokers. The chances of persistent cognitive impairment would probably be higher for thosesmokingeverythirdorsecondday,withhigheraccumulated THClevels.Ontheotherhand,developmentoftolerancemight obscuresucheffects.
However,ifweassumethatTHCwillbepresentcontinuouslyin non-dailysmokers,evenifthesmokingoccasionsareseparatedby aweek,wefaceasituationquitedifferentfromthatpresentamong thosedrinkingalcoholonceaweekandwhereethanolhasleftthe bodyafteraday.Fromatoxicologicalpointofviewthepersistent presenceof a psychoactivesubstance (THC)in thebrain,raises questionswhetherthisshouldbegivenmoreattentionasisthe caseelsewhereintoxicologicalthinking.
Presently, itis probably somewhat speculativeto conclude thatTHChasaterminalhalf-lifeofdaysinallusers,whichcould resultin accumulationof THC andpossible chronicimpairing effectsinregularuserswhousecannabisonlyonceoracoupleof daysperweek.Thereare,however,asdiscussedabove,several indicationsthatthiscouldbethecase.AlsoroughestimatesofT
1/2ofTHCfromdatapresentedbyOdellandco-workers[40]and Bergamaschiandco-workers[8]indicatevaluesofmorethan4 daysandaround6days,respectively.Ourcurrentunderstanding ofthepharmacokineticsofTHCmaybelessthancomprehensive.
There is a great need for controlled studies clarifying the accumulationofTHCafterrepeatedcannabissmoking.Smoking frequency,inparticular,shouldbeaddressedinsuchstudies,as this is a critical variable for accumulation. This was recently indicatedinastudywherethefrequencyratherthanamountof cannabis used in the last month correlated better with subsequent blood THC measurements [30]. Because cannabis potencyanduseinmany partsof theworldis increasing,itis fundamental to evaluate the risk of possible neurocognitive impairmentofperiodslastingsubstantiallylongerthanthehours ofacuteinebriation.
DeclarationofCompetingInterest
JMhasreceivedremunerationfromtheNorwegianDepartment ofTransportation,fromNorwegiancourtsandpoliceforreportson THCpharmacokineticsandeffectsrelatedtodrivingbehaviour.JGB doesnothaveanyconflictsofintereststodeclare.
Acknowledgments
Thispaperwaswrittenwiththeuseofinternalfundingonly.
References
[1]J.G.Ramaekers,DrivingundertheinfluenceofCannabis:anincreasingpublic healthconcern,JAMA319(14)(2018)1433–1434.
[2]L.R.Pacek,P.M.Mauro,S.S.Martins,Perceivedriskofregularcannabisusein theUnitedStatesfrom2002 to 2012:differencesby sex,age,and race/
ethnicity,DrugAlcoholDepend.149(2015)232–244.
[3]Y.Shi,M.Lenzi,R.An,CannabisliberalizationandadolescentCannabisuse:a cross-nationalstudyin38countries,PLoSOne10(11)(2015)e0143562.
[4]N.D.Volkow,J.M.Swanson,A.E.Evins,L.E.DeLisi,M.H.Meier,R.Gonzalez, et al., Effects of cannabis useon human behavior, including cognition, motivation,andpsychosis:areview,JAMAPsychiatry73(3)(2016)292–297.
[5]Y.M.Terry-McElrath,P.M.O’Malley,L.D.Johnston,B.C.Bray,M.E.Patrick,J.E.
Schulenberg,Longitudinalpatternsofmarijuanauseacrossages18-50inaUS nationalsample:adescriptiveexaminationofpredictorsandhealthcorrelates ofrepeatedmeasureslatentclassmembership,DrugAlcoholDepend.171 (2017)70–83.
[6]M.A.Huestis,Humancannabinoidpharmacokinetics,Chem.Biodivers.4(8) (2007)1770–1804.
[7]W.M.Bosker,E.L.Karschner,D.Lee,R.S.Goodwin,J.Hirvonen,R.B.Innis,etal., PsychomotorfunctioninchronicdailyCannabissmokersduringsustained abstinence,PLoSOne8(1)(2013)e53127.
[8]M.M.Bergamaschi,E.L.Karschner,R.S.Goodwin,K.B.Scheidweiler,J.Hirvonen, R.H.Queiroz,etal.,Impactofprolongedcannabinoidexcretioninchronicdaily cannabissmokers’bloodonpersedruggeddrivinglaws,Clin.Chem.59(3) (2013)519–526.
[9]E.L.Karschner,M.J.Swortwood,J.Hirvonen,R.S.Goodwin,W.M.Bosker,J.G.
Ramaekers,etal.,Extendedplasmacannabinoidexcretioninchronicfrequent cannabissmokersduringsustainedabstinenceandcorrelationwithpsycho- motorperformance,DrugTest.Anal.8(7)(2016)682–689.
[10]E.Johansson,K.Noren,J.Sjovall,M.M.Halldin,Determinationofdelta1- tetrahydrocannabinolinhumanfatbiopsiesfrommarihuanausersbygas chromatography-massspectrometry,Biomed.Chromatogr.3(1)(1989)35–38.
[11]G.Ridgeway,B.Kilmer,Bayesianinferenceforthedistributionofgramsof marijuanainajoint,DrugAlcoholDepend.165(2016)175–180.
[12] C. CasajuanaKogel, M.M. Balcells-Olivero, H.Lopez-Pelayo, L. Miquel, L.
Teixido,J.Colom,etal.,Thestandardjointunit,DrugAlcoholDepend.176 (2017)109–116.
[13]S.Hartley,N.Simon,A.Larabi,I.Vaugier,F.Barbot,M.A.Quera-Salva,etal., EffectofsmokedCannabisonvigilanceandaccidentriskusingsimulated drivinginoccasionalandchronicusersandthepharmacokinetic-pharmaco- dynamicrelationship,Clin.Chem.65(5)(2019)684–693.
[14]G.F. Kauert, J.G. Ramaekers, E. Schneider, M.R. Moeller, S.W. Toennes, Pharmacokineticproperties ofdelta9-tetrahydrocannabinolin serumand oralfluid,J.Anal.Toxicol.31(5)(2007)288–293.
[15]S.W.Toennes,J.G. Ramaekers,E.L.Theunissen, M.R. Moeller, G.F.Kauert, Comparisonofcannabinoid pharmacokineticpropertiesinoccasionaland heavyuserssmokingamarijuanaorplacebojoint,J.Anal.Toxicol.32(7) (2008)470–477.
[16]P.Kelly, R.T.Jones, Metabolism oftetrahydrocannabinol in frequentand infrequentmarijuanausers,J.Anal.Toxicol.16(4)(1992)228–235.
[17]C.C.Hunault,J.C.vanEijkeren,T.T.Mensinga,I.deVries,M.E.Leenders,J.
Meulenbelt,DispositionofsmokedcannabiswithhighDelta(9)-tetrahydro- cannabinolcontent:akineticmodel,Toxicol.Appl.Pharmacol.246(3)(2010) 148–153.
[18]A.Strougo,L.Zuurman,C.Roy,J.L.Pinquier,J.M.vanGerven,A.F.Cohen,etal., Modellingoftheconcentration–effectrelationshipofTHConcentralnervous systemparametersandheartrate–insightintoitsmechanismsofactionanda toolforclinicalresearchanddevelopmentofcannabinoids,J.Psychopharma- col.(Oxford,England)22(7)(2008)717–726.
[19]A.Marsot,C.Audebert,L.Attolini,B.Lacarelle,J.Micallef,O.Blin,Population pharmacokineticsmodelof THCused bypulmonary route in occasional cannabissmokers,J.Pharmacol.Toxicol.Methods85(2017)49–54.
[20]F.Grotenhermen,Pharmacokineticsandpharmacodynamicsofcannabinoids, Clin.Pharmacokinet.42(4)(2003)327–360.
[21] J.A.Heuberger,Z.Guan,O.O.Oyetayo,L.Klumpers,P.D.Morrison,T.L.Beumer, etal.,PopulationpharmacokineticmodelofTHCintegratesoral,intravenous, andpulmonarydosingandcharacterizesshort-andlong-termpharmacoki- netics,Clin.Pharmacokinet.54(2)(2015)209–219.
[22]A.Ohlsson,J.E.Lindgren,A.Wahlen,S.Agurell,L.E.Hollister,H.K.Gillespie, Singledosekineticsofdeuteriumlabelleddelta1-tetrahydrocannabinolin heavyandlightcannabisusers,Biomed.MassSpectrom.9(1)(1982)6–10.
[23]M.E.Wall, B.M.Sadler, D. Brine,H. Taylor, M.Perez-Reyes, Metabolism, disposition,andkineticsofdelta-9-tetrahydrocannabinolinmenandwomen, Clin.Pharmacol.Ther.34(3)(1983)352–363.
[24]C.A.Hunt,R.T.Jones,Toleranceanddispositionoftetrahydrocannabinolin man,J.Pharmacol.Exp.Ther.215(1)(1980)35–44.
[25]E.Johansson,M.M.Halldin,S.Agurell,L.E.Hollister,H.K.Gillespie,Terminal eliminationplasmahalf-lifeofdelta1-tetrahydrocannabinol(delta1-THC)in heavyusersofmarijuana,Eur.J.Clin.Pharmacol.37(3)(1989)273–277.
[26]M.Rowland,ClinicalPharmacokineticsandPharmacodynamics,Williams&
Wilkins,Philadelphia,2010.
[27]N.A.Desrosiers, S.K.Himes, K.B.Scheidweiler,M. Concheiro-Guisan,D.A.
Gorelick,M.A.Huestis,PhaseIandIIcannabinoiddispositioninbloodand plasmaofoccasionaland frequentsmokersfollowing controlledsmoked cannabis,Clin.Chem.60(4)(2014)631–643.
[28]S.Agurell,M.Halldin,J.E.Lindgren,A.Ohlsson,M.Widman,H.Gillespie,etal., Pharmacokineticsandmetabolismofdelta1-tetrahydrocannabinolandother cannabinoidswithemphasisonman,Pharmacol.Rev.38(1)(1986)21–43.
[29]C.R.Hjorthoj,A.Fohlmann,A.M.Larsen,M.Arendt,M.Nordentoft,Correlations andagreementbetweendelta-9-tetrahydrocannabinol(THC)inbloodplasma andtimeline follow-back(TLFB)-assistedself-reporteduseof cannabisof patients with cannabis usedisorder and psychoticillness attending the CapOpusrandomizedclinicaltrial,Addiction(Abingdon,England)107(6) (2012)1123–1131.
[30]M.J.Smith,E.C.Alden,A.A.Herrold,A.Roberts,D.Stern,J.Jones,etal.,Recent self-reportedCannabisuseis associated with thebiometricsof Delta-9- Tetrahydrocannabinol,J.Stud.AlcoholDrugs79(3)(2018)441–446.
[31]C.R.Hjorthoj,A.R.Hjorthoj,M.Nordentoft,ValidityofTimelineFollow-Backfor self-reporteduseofcannabisandotherillicitsubstances–systematicreview andmeta-analysis,Addict.Behav.37(3)(2012)225–233.
[32]B.Kilmer,R.Pacula,Estimatingthesizeoftheglobaldrugmarket–ademand- sideapproach,in:P.Reuter,F.Trautmann(Eds.),AReportonGlobalIllicitDrug Markets1998–2007,EuropeanCommission,Bruxelles,2009.
[33]F.Cascini,C. Aiello,G.Di Tanna,Increasingdelta-9-tetrahydrocannabinol (Delta-9-THC)contentinherbalcannabisovertime:systematicreviewand meta-analysis,Curr.DrugAbuseRev.5(1)(2012)32–40.
[34]J.G.Ramaekers,M.R.Moeller,P.vanRuitenbeek,E.L.Theunissen,E.Schneider, G. Kauert, Cognition and motor control as a function of Delta9-THC concentrationinserumandoralfluid:limitsofimpairment,DrugAlcohol Depend.85(2)(2006)114–122.
[35]C.C.Hunault,T.T.Mensinga,I.deVries,H.H.Kelholt-Dijkman,J.Hoek,M.
Kruidenier,etal.,Delta-9-tetrahydrocannabinol(THC)serumconcentrations andpharmacologicaleffectsinmalesaftersmokingacombinationoftobacco andcannabiscontainingupto69mgTHC,Psychopharmacology201(2)(2008) 171–181.
[36]F.Grotenhermen,G.Leson,G.Berghaus,O.H.Drummer,H.P.Kruger,M.Longo, etal.,Developinglimitsfordrivingundercannabis,Addiction102(12)(2007) 1910–1917.
[37]H.Z.Khiabani,J.G.Bramness,A.Bjorneboe,J.Morland,Relationshipbetween THCconcentrationinbloodandimpairmentinapprehendeddrivers,Traffic Inj.Prev.7(2)(2006)111–116.
[38]M. Colizzi, S. Bhattacharyya, Cannabis use and the development of tolerance:asystematicreviewofhumanevidence,Neurosci.Biobehav.Rev.
93(2018)1–25.
[39]J.G.Ramaekers,J.H.vanWel,D.B.Spronk,S.W.Toennes,K.P.Kuypers,E.L.
Theunissen, et al.,Cannabisand tolerance: acutedrug impairmentas a functionofcannabisusehistory,Sci.Rep.6(2016)26843.
[40]M.S.Odell,M.Y.Frei,D.Gerostamoulos,M.Chu,D.I.Lubman,Residualcannabis levelsinblood,urineandoralfluidfollowingheavycannabisuse,ForensicSci.
Int.249(2015)173–180.
[41]G.Skopp,L.Potsch,Cannabinoidconcentrationsinspotserumsamples24-48 hoursafterdiscontinuationofcannabissmoking,J.Anal.Toxicol.32(2)(2008) 160–164.
[42]R.L.Hartman,T.L.Brown,G.Milavetz,A.Spurgin,D.A.Gorelick,G.Gaffney, et al., Controlled Cannabis vaporizer administration: blood and plasma cannabinoidswithandwithoutalcohol,Clin.Chem.61(6)(2015)850–869.
[43]R.L.Hartman,T.L.Brown,G.Milavetz,A.Spurgin,D.A.Gorelick,G.R.Gaffney, etal.,EffectofbloodcollectiontimeonmeasuredDelta9-Tetrahydrocannabi- nolconcentrations:implicationsfordrivinginterpretationanddrugpolicy, Clin.Chem.62(2)(2016)367–377.
[44]J.G. Ramaekers, G. Kauert, E.L. Theunissen, S.W. Toennes, M.R. Moeller, Neurocognitiveperformanceduring acuteTHCintoxicationin heavyand occasionalcannabisusers,J.Psychopharmacol.23(3)(2009)266–277.
[45]D.M.Schwope,E.L.Karschner,D.A.Gorelick,M.A.Huestis,Identificationof recent cannabis use: whole-blood and plasma free and glucuronidated cannabinoidpharmacokineticsfollowingcontrolledsmokedcannabisadmin- istration,Clin.Chem.57(10)(2011)1406–1414.
[46]R.L.Hartman,M.A.Huestis,Cannabiseffectsondrivingskills,Clin.Chem.59 (3)(2013)478–492.