SlideShare uma empresa Scribd logo
1 de 12
George Wild Science of Medicines
1
Concept and Assay Development
Preformulationisthe investigativestage thatoccursbefore formulation-propertodetermine viable
drug candidatesbasedontheirphysicochemical,intrinsicandderived characteristics. Thisprevents
moneybeinginvestedindrugsthatare potentiallyeffective butphysicallyimpractical orunviable. In
orderto assessthe propertiesof drugcandidates,assaysmustbe undertakenthatprovide
preformulationscientistswithexperimental data.Because onlyasmall amountof drug,like 50mg
will existatthispointintime,samplesmaybe reusedwhenappropriateandassaysshouldseekto
minimise wastageof drug.Also,because there issolittledrugproduct,it’sthe intrinsicproperties
that are investigatedfirstasthere canbe insufficientmasstoinvestigate bulkpropertiesfullyatthis
stage.Withthese assays,it’sokayjustto determine approximate valuesasthese willjustbe usedto
decide if it’sago/no-gosituationandsothe precisionandrigourisnot neededyet.Assaysshouldbe
able to be carriedout usingjustHPLC, DSC,XRPD (x-raypowderdiffraction),UV specandDVS
(dynamicvapoursorption);TLCandthermogravimetricanalysesmayalsobe usedbutare less
importantthisearlyon.
Nature Property Assay/technique Sample needs
Intrinsic Solubility(aqueous+non) UV Chromophore
pKa UV Acid/base part
logP(partition) UV, TLC, HPLC Chromophore
Hygroscopicity DVS,TGA None
Stability,hydrolysis,oxidation,
photolysis etc
HPLC None
Derived Meltingpoint DSC None
Enthalpyof fusion DSC
Physical forms DSC, XRPD,
microscopy
Particle shape,size,
morphology,habit,rugosity
Microscopy,particle
sizing
Density(bulk,tapped,true) Tapping
densitometer
Flow Angle of repose
Compresability Carr’s index,Hausner
ratio
Excipientcompatability HPLC, DSC
Intrinsic Solubility
Solubilityisveryimportantinpreformulationasall drugswill needtogointosolutionatsome point
before theyare absorbedandtheywill needtobe inliquidformtobe administeredtoanimalsin
development,eitherorallyorintravenously.Inearly studiesasolubilityof 1mg/ml isacceptable,but
by the time the drug isreadyto be licensed,itshouldbe atleast10mg/ml.The original solubility
may be improvedforuse inpreformulationbysaltingorthroughnovel dosage forms.
Whena soliddissolvesinexcessinsolution,the solutionissaturatedwithanequilibrium
concentrationthatisthe solubilityof the drug. If the drug isionisable thenthe solubilityof the
unionisedformisthe intrinsicsolubility,whichisimportantlydifferenttothe observedsolubilityas
the latterwill be affectedbythe pHof the environment.
George Wild Science of Medicines
2
The processof dissolutioncanbe seenthermodynamicallyasthe sumof the energychangesof
fusion(ΔHF) and of mixing(ΔHMIX).The energychange of fusionisthe energyrequiredtobreakthe
solute-solutebonds,whilstthe energyof mixingreferstothe sumof the energiesrequiredtobreak
solvent-solventbondsandtoform solvent-solute bonds. Thisrelationshipbetweensolubilityand
bondenergyisuseful asitcan be usedto make predictionaboutsolubilitybasedonthermal energy
changes.
∆HSOL = ∆HF + ∆HMIX KSOL = x2
Sometimesthe energyrequiredtobreaksolvent-solventbondsisequal tothe energyreleasedwhen
solute-solventbondsformwhichmeansthatΔHMIX = 0 and the solutionissaidtobe ideal asit
exhibitsideal solubility.Inthese instances,the enthalpychange of fusionisequal tothe enthalpy
change of dissolution,whichmeansthatbothvaluesare positive asenthalpychange of dissolutionis
positive forideal solutions.Forsomethingtooccurspontaneously,there mustbe areductionin
Gibbsfree energy,whichmeansthatthe drivingforce therefore isentropy.The above “KSOL”
equationisreminiscentof anequilibriumconstantwhichmeansthe van’tHoff equationcanbe
appliedtogive the secondof the belowequations. Thisequationisuseful asitallowsthe calculation
of ideal solubilityataparticulartemperature if the enthalpychange of fusionandthe melting
temperature are known.
∆GSOL = ∆HSOL - T∆SSOL lnx2 =
-∆HF
RT
+
∆HF
RTM
Meltingpointandenthalpyof fusionare thereforethe nextfactorsthatare determinedin
preformulationasthese canprovide informationonthe concentrationof anideal solution.Theseare
calculatedusingdifferentialscanningcalorimetry(DSC) where asample isheateduntil melted,with
the enthalpyof fusionbeingseenasanendothermicpeakonthe trace of poweragainsttime.The
heatingrate (β) can be linearormodulatedbythe program, butthe areaunderthe endothermic
peakisalwaysthe enthalpychange of fusionandrepresentsenergyrequiredtobreakall solute-
solute bonds.The temperature of meltingcanbe foundbyusingthe peakmaximum(Tm) or
extrapolatedfromthe onsetusingaline (To).Inrealitysolutionsdon’treallyshow ideal behaviour
because the assumptionthatthe fusionisindependentof temperature andΔHMIX = 0 isnot the case;
exothermicmixingenthalpiesincreasethe solubilitywhilstendothermicenthalpiesreduce it.
The extentof intermolecularbondingbetweensolventmoleculesisthe cause of the non-idealityof
manysystems,whichisbasedondielectricconstants,the abilitytoformhydrogenbondsandthe
dipole momentof the solvent.Dipolesincrease the strengthof interactionswithinthe solventand
alsohelpto dissolveionicandotherpolarsolutesthroughfavourable enthalpychanges.The
dielectricconstantisameasure of the solvent’sabilitytoabsorbcharge fromdissolvingmolecules;
those withhigherdielectricconstantsare more suitedtodissolve ionicandpolarmolecules(but
definitelynotnon-polarmolecules).Hydrogenbondsoccurwhenelectronegative atomsinteract
withhydrogenatomsbondedtootherelectronegative atomsi.e.O-H,N-H,S-H;those drugswith
these groupsthatare capable of hydrogenbondingwill have increasedaqueoussolubility.
It’sknownthat increasingthe temperatureoftenincreasessolubilitybutthisisnotalwaysthe case
because anassumptionmade inderivingthe formof the van’tHoff equationshownabove wasthat
ΔHF = ΔHSOL whichisn’tthe case a lot of the time.
George Wild Science of Medicines
3
The relationshipbetweensolidstate andsolubilitycentresonpolymorphismandamorphous
structures.Where polymorphsexist,the metastable formswill be lessstable,have weaker
intermolecularforcesof attraction,require lessenergytomeltandsohave lowerΔHF valuesand
greatersolubilitiesthanthe more stable form(s).However,there isanatural tendencytorevertto
the more stable form from the metastable one,meaningthatformulatingametastable drugcould
be riskyas the reversionwill reducebioavailability.Havingsaidthis,if the metastable formtakes3
yearsto revertby10%, itwouldstill likelybe used,butthe expirydate andstorage instructions
wouldneedtoaccommodate thisfeature of the medicine. Amorphousformsof solidsdonot
possessaregularstructure as such and so have nomeltingpointandtherefore the greatest
solubility.
The solubilityof drugsisroutinelymeasuredin0.1MHCl,0.1M NaOH andwater whichprovide
crude informationasto whetherornotthe drugis acidic,basicor non-ionicinnature.UV
spectroscopyisusedtoobtainvaluesforconcentrationbecause of the small volumethat’sneeded,
familiarity,costandthe fact that most drugshave at leastone group capable of absorbingUV light.
Whenthe moleculesabsorblight,the absorbedfractionof the original light(IO) passingthroughand
reachingthe detector(I) will be less.The amountabsorbedis afunctionof concentration anddepth
of solution thatisexpressedinthe Beer-Lambertequation,asseenbelow.Here,εrepresentsthe
molarextinctioncoefficient,whichisdefinedformanychromophoresand auxochromes (additive
electronsystemsinfluencingdelocalisaton),andl representsthe pathlength.
absorbance =log
I
IO
= εCl
Measurementsshouldbe takenuntilthe concentrationreachesamaximum, andcare shouldbe
takento ensure thatdegradationdoesnotoccur if the molecule isprone tohydrolysisorphotolysis.
The temperature shouldalsobe preventedfromfluctuatingwhenitismeasuredatthe mainthree
temperatures;4°C(minimisesrate of hydrolysisbutmakeswatermore viscous),25°C(roomtemp)
and 37°C (invitrotemperature). Althoughthe mainthree testswill show whetherthe drugisacidic
(more soluble inNaOH),basic(more solubleinHCl) orneither(equallysoluble overall three media),
it maybe of use to testthe solubilityinothertypical media the drugmayencounteronvarious
routesof administration.Forexample with oral administration;simulatedgastricfluid(SGF),fed
simulatedintestinal fluid(FeSSIF) andfastedsimulatedintestinalfluid(FaSSIF) canbe usedtoassess
viabilityof the drugwhenadministeredorally.
Impuritiescanbe testedforandshouldbe especiallyconsideredininstanceswhere the drugis
knownto be metastable oramorphous,asunderthese circumstancesthe chancesof gettingalittle
bitof somethingelseinthe mix ismore likely.DSCandXRPDcan be usedto obtaininformationon
the structure of the solidleftinexcessfromsolutionsasdifferentformwill have different
properties.Chemicallyimpure samplescanalsobe identifiedthroughplottingphase-solubility
diagrams,where impure compoundsexhibitmultiplegradientsof the ascendinglimbof the line.
Whenthe compoundispure,the concentrationat the plateauistakenas the solubility(indicatedby
blackarrow on the belowdiagram,howeverforimpure compounds,the solubilitiesare takenby
extrapolatingthe gradientfromthe secondportionof the line (solubilityof one of the constituents)
and thenbysubtractingthisfromthe total concentrationreachedtogetthe solubilityof the other
chemical.
George Wild Science of Medicines
4
Alternatively,fourdifferentformulationswithdifferentdrugtosolventphase-ratioscanbe prepared
and have theirsolubilitymeasuredandextrapolated toa theoretical phase-ratioof zero.Positive
gradientsindicate impuritiesactingtoimprove solubility,whilstnegativegradientsshow decreased
solubility.LinesextrapolatingtoC0 representnoimpurityandtrue solubility.
DSC can alsobe usedtoassessimpuritiesbecause evenasmall amountof impuritywill cause a
difference inthe endothermicpeakof fusion.Qualitatively,if the meltingendothermrecordedis
broad thenthe sample islikelytobe impure.Butif the meltingpointandenthalpyof fusionare
knownforthe drugcompoundthenthe impurityisquantifiedbyassessingthe fractionmeltedata
giventemperature.Integratingthe peakareaona DSC thermogramcan give the total heat of
melting(Q) andpartial integrationgivesthe smallerheat(q).
FT =
q
Q
Molecular Dissociation and Partitioning
Many drugs ionise betweenpH2 and 12 and so determiningthe pKa valuesof drugsisimportantin
determiningtheirsolubilities,asthese will be pHdependent.Thisisof particularimportance for
perorallyadministereddrugswhichwillexperience arange of pH valuesfrom1 – 8 in the GI tract,
therefore the solubilitieswillneedtobe known.Havinginformationonthe degreestowhichdrugs
ionise incertainpHvaluesalsoallowsscientiststoeffectivelyformulate saltsforgreatersolubility.
pH and pKa relationship For weakacids For weakbases
pH < pKa by 2 pH units Completelyunionised Completelyionised
pH > pKa by 2 pH units Completelyionised Completelyunionised
pH = pKa 50% ionised 50% ionised
pH >> pKa Infinite solubilityincrease Infinite solubilitydecrease
The above holdstrue because ionisedspeciesare more soluble inwaterthanunionisedspecies due
to polar/ionicinteractionsandwe canuse the Henderson-Hasselbachequationtofindoutthe
solubility.Thismeansrecognisingthatthe [A-
] meansthe saturatedionisedconcentration/solubility
(SI) and that [HA] representsthe intrinsicsolubility(SO),givingusthe modifiedequationseenhere.
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
Measuredconcentration(mgmL-1)
Weight of soluteper volume solvent (mg mL-1)
Phase-solubilities of chemically pureand impure compounds
Pure Impure
George Wild Science of Medicines
5
Knowingalsothatthe total solubility(ST) isthe sumof the intrinsicandionisedsolubilities,we can
rearrange the Henderson-Hasselbachequationtofindthe total solubility.
pKa= pH + log
SO
SI
(ST = SI + SO) pKa= pH + log
SO
ST- SO
ST = SO[1 + antilog(pH - pKa)
The above equationsare true for a weakacidsand can be easilymodifiedforweakbases. Forweak
acidsthough,total solubilitywillbe equal tointrinsicsolubilityatpH valuesbelow pKa andwill be
significantlyhigheratvaluesabove it.Forthisthe pKa may be calculatedusingpotentiometricpH
titrationandplottingvolume of titrant againstpHgraphically. Itmayalsobe calculatedfromthe
Henderson-Hasselbachequationif the intrinsicsolubilityisknown.
The extenttowhicha drug partitionsbetweenaqueousandorganicphasesinthe bodyisan
importantfactorto determine inpreformulationasthiswill indicate how well the drugmaybe
absorbedi.e.lipophilicity.Inthe body,all drugspartitiontosome extentbetweenthe twophases
and so an equilibriumisreachedthatcan be expressedinthe below forms.Inpreformulation
however,itwouldbe impractical toemulate the exactconditionsinthe bodyasmany biological
membranesexistandsothe drug partitionsbetweenmanyorganicphasesandthe aqueousphase
so insteadscientistsuse waterforthe aqueousphase and(mostcommonly) n-octanol forthe
organicphase.
PW
O
=
CO
CW
DW
O
=
CO
CW(ionised) + CW(unionised)
DW
O
= Funionised PW
O
Valuesof P(partitioncoefficient) thatare above 1 indicate alipophilicdrug,whilstthose below 1
indicate hydrophilicdrugs.Giventhatthe valuesforhydrophilicdrugscanoftenbe verysmall,a log
scale may be used,givingvaluesof logPthatare negative forhydrophilesandpositiveforlipophiles.
Alsorepresentedabove isthe equationforthe distributioncoefficient,whichisusedtocalculate the
distributionof ionisable species.Thisisbecause the partitioncoefficientonlyappliesif adrug cannot
ionise orisin a pH inwhichit isfullyunionised,therefore formanydrugsthatcan partiallyionise,
the distributioncoefficient(D) mustbe usedinstead.The relationshipbetweenDandP islinkedby
the fractionof solute unionised(funionised),alsoabove.
The shake-flaskmethodcanbe usedto determine valuesof logPbymixingtwosolventsof n-octanol
and waterand determiningthe concentrationsineachphase afterequilibriumisreached.
- First,the solventsare allowed tomix toassessthe small solubilityof one inthe other.
- Drug is allowedtodissolve inaqueoussolventandthenismixedinaseparatingfunnelwith
the n-octanol byshakingfor30 minutes.
- Afterthispartitioning,the phasesseparate (for5 minutes) andthe concentrationinthe
aqueousphase ismeasuredagain.The concentrationinn-octanol bydefaultisthe
concentrationdifference betweenthe initial andfinal aqueousconcentrations.
WhenP favoursthe organicphase,lessmaybe usedto increase accuracy,whichwouldrequire the
equationtothenincorporate thisratio,i.e.1:x n-octanol:waterratio.
PW
O
=
(x+1)CO
CW
Drawbacksto thismethodinclude the large volumesusedandthe time neededforequilibriumtobe
reached.Howeverdifferentsolventscanbe usedtomimicdifferentmembranesinthe body.
George Wild Science of Medicines
6
Chromatographicmethodslikereversephase liquidchromatographyandHPLCcan be usedto
measure experimentallythe valueof logP.The interactionof soluteswiththe liquid(mobile) phase
inreverse liquidchromatographymeasureshow hydrophilicorlipophilicadrug is.Reverse TLCcan
be usedto compare the progressionof solventandsolute fromastartingpoint,providingavalue for
the resolutionfactor(Rf),whichcanbe convertedtoa retentionfactor(Rm) whichisproportional to
logP. The higherthe resolutionfactor,the closertothe solventfrontthe drughasmoved. InTLC n-
octanol isnot usedas much as silicaimpregnatedwithsiliconeoil forthe stationaryphase,whilst
wateris notreallyusedforthe mobile phase eitherasitpreventsthe adequate movingof lipophiles
up the plate;insteadcosolventsmaybe usedtoincrease the solubilityof these drugs.When
cosolventsare used,theireffectislinearmodulation,whichmeansthatextrapolatingto0 cosolvent
givesthe retentionfactorforwater.
In reverse HPLC,the stationaryphase isusuallyanon-polarpolarmolecule (i.e.C18 hydrocarbon)
boundto a chemicallyinertsolidsupportlikesilica.The mobilephase here canbe watersaturated
withn-octanol butas before,there are disadvantagestothisregardinglipophilesasthe eluding
powerisnot good.Because the hydrocarbonsare boundto a solidsupport,there’sambiguity
surroundingwhetherthe interactionissurface adsorptionortrue partitioning,withthe latterbeing
unlikelyinthismethod.
Good aqueoussolubilitiesdonotnecessarilymeanhighratesof dissolutionassolubilityismore of
an equilibriumpositionandthereforedoesnotinfluencethe rate at whichdissolutionisobtained.
Absorptioncanbe assumedtobe unimpededhowever,isthe IDRis greaterthan1mg cm-2
min-1
but
the IDR is notthe dissolutionrate ascalculatedbythe Noyes-Whitneyequationasthisassumesthat
the diffusioncoefficient,surface areaanddiffusionboundarylayerthicknessall remainconstant
whenthisdoesnotoccur. Thisis because the specificsurface will increase significantlyasasolid
dosage formbreaksup,before itlessensagainandbecomes0;i.e.itismost definitelynotaconstant
value.The IDR therefore isameasure of the dissolutionrate of a solidwhenA iskeptconstant,
whichcan be achievedthroughcompactingadrug (300mg) withpre-lubricatedmetal surfacesof
chloroform(5%w/v) before attachingtothe holderof a rotatingbasketwithparaffinwax onall but
the side facingthe medium.Thismediumwill be 1Lof 37°C dissolutionmediuminaflat-bottomed
vessel,inwhichthe discisrotated20mm fromthe bottomat 100rpm.
- If these conditionsare met,i.e.thatA remainsconstantandsinkconditionsare maintained,
thenthe measuredrate isindeedthe IDR,where IDR= KST
Consideringthe IDRof drugsincombinationwithpHand the commonioneffectare importantto
obtainan insightintomechanismof release.Asafunctionof pH, the equationbelow isuseful to
determine the IDRwhenthe pHand pKais known,andvaryingthe pH microenvironmentcanbe
optimisedbyexperimentallyinvestigatingthe IDRindifferentmedialike 0.1MHCl and simulated
gastrointestinal fluids. The self-bufferingeffectof acidsandbasesmustalso be considered,asthis
altersthe boundarylayerpH andconcentrations,whichcause deviationsfromideal behaviour.The
commonioneffectalsonecessitatesthe investigationof the effectof differentHCl concentrations
on the IDR.
George Wild Science of Medicines
7
Salt Selection and Screening
Changingthe saltformof drugscan be usedto improve aqueoussolubilityduringpreformulation
and shouldbe done before toxicitytestingaseachformis treatedasa new entitybyregulatory
authorities. The decisiononwhichsalttouse won’tbe basedon solubilityalonebutthe factthat so
manyexistonthe marketmeansthat theirbenefitsoftenoutweighthe drawbacks.
Advantagesof salts Disadvantagesof salts
Increasedsolubility Corrosiveness
Fasterdissolution Increasedtoxicity
Betterstability Increasednumberof polymorphs
Increaseddissolutionrate Decreasedpercentage of active drug
Bettertaste Decreasedchemical stability
Improvedphotostability Possible disproportionation
Lowerhygroscopicity Additional manufacturingstep
Highermeltingpoint Reduceddissolutionin gastricmedia
Higherbioavailability
Betterprocessability
A saltis simplyanionicinteractionbetweenionisedacidandbase species.Generallyif the pHof the
base is low,thenthe saltwill be unstable atphysiological pHvaluesasthere isless of a tendencyfor
the base to existinitsionisedform;it’ssaidthata pKa value of lessthan5 isindicative of
formulationbeinglesslikely.Sometimesdrugsare namedtosoundas if theyare salts/electrolytes,
like fluticasone propionate,butitmayactuallybe a single compoundwithcovalentbonds.
Description
pKa
Acid Base
Verystrong <0 >14
Strong 0 – 4.5 9.5 – 14
Weak 4.5 – 9.5 4.5 – 9.5
Veryweak 9.5 – 14 0 – 4.5
Extremelyweak >14 <0
Neutralisationoccursbetweenastrongacid anda strongbase,where bothspeciesare fullyionised
and the reactiongoesto completion.Excessacidorbase leadsto the formationof a precipitate as
the concentrationrisesabove the solubilitybutmostweakacidsandbasesdo notreactionto
completion inthiswayandare insteadconsideredintermsof the BrønsteadandLowryprinciples.
These state that an acidis a protondonator anda base isa protonacceptor,whichdoesnot
necessitate the presence of OHwithinthe molecule,onlythe abilitytoaccepta proton.Removinga
protonfrom a B/L acid createsthe conjugate base (A-
) of the acid,whilstaddingaprotonto a B/L
base createsthe conjugate acidof the base (BH+
).
A weakbase anda strongacid may reactto form a salt fromthe conjugate acid and base.Basicsalts
containthe conjugate acidof the drug and will donate itsH+
to waterupondissolutiontoformthe
H3O+
ionas well asthe free base.Thisfree base isthenpresentinamicroenvironmentwithavery
lowpH, inwhichit ismuch more soluble.Thisisattributedtothe increase insolubilitythatsalt
formationbringtopreformulation;the creationof apH suitable microenvironmentinwhichthe
drug ismore soluble. Fora solutionof dissolvedacid,pH= ½(pKa - log[BH+
]).
George Wild Science of Medicines
8
A weakacidand strongbase mayreact to forma saltof the conjugate acidand base.Acidicsalts
containthe conjugate base of the drug, whichcan thenaccept a protonfrom a watermolecule to
formthe free acidand OH-
ionswhichincrease the pH.The free acidismore soluble inthe higherpH
values,whichincreasesthe solubilityof the drug.The pH of a solutionof dissolvedbase isgivenas
pH = ½(pKa + pKw + log[A-
]) where the “w”elementisthe ionisationpotential of water.
Formingsaltisn’talwaysnecessarilybestachievedinaqueoussolutionaswatertendstocause
formationof the free acidor base,and the change in solubilityoverthe free acidorbase onlyresults
fromthe change of pH on dissolution,soif the saltisdissolvedinabufferedsolutionthere will be no
increase insolubility.
In orderfor a saltto successfullyform,there shouldbe adifference inthe pKa (reactivitypotential)
valuesbetweenthe twoconstituentsof atleast3 pKa units.Thismeansthat bothacidic andbasic
components are likelytobe ionisedtoanextentwherebytheywillinteractwitheachother;atpKa
differencesbelow0,itismore likelythatcocrystalswillform.Because of all this,the pKa of drug and
saltformerneedtobe matchedto ensure compatibility.The mostcommonsaltusedwithbasic
drugsis the hydrochloride saltbecause of itslow pKa value andhighprevalence inphysiological
systems.However,the saltresultsinamassive pHreductionaroundthe dissolvingsolutewhich
couldbe dangerousinparenteral administration,the saltisalsosomewhatcorrosive in
manufacturing,prone toinstabilityduringstorage andleadstothe commonioneffectwhen
administeredperorally.
Saltsmay be assignedtoone of three classesbasedontheirusabilityinformulations;firstclasssalts
like hydrochloride andsodiumsaltsare physiologicallywell-accepted,toleratedandprevalent.
Secondclasssaltshave some commonapplicationsandhave nosignificanttoxicological or
tolerabilityissuestoconsider i.e.sulphonicaids,mesilates.Thirdclasssaltsare unnatural and
reservedonlyforspecial circumstances. Thoughthe classificationandsolubilityof asaltare
important,the structure shouldalsobe consideredasamorphousandotherless-regularorstable
formswill cause problemsandshouldbe avoidedovercrystallinestructures.
Many potential saltcandidatescanbe testedina large batchby usingmicro-plate wellscontaining
about0.5mg of drug dissolvedinsuitable solventstowhichavolume of dissolved counterionis
added.The solventshouldbe selectedcarefullyatthisstage,andit isalsopossible toexaminethe
effectof the solventinthe x directionwhilstexaminingthe effectof counterioninthe ydirectionin
some configurations.Afterasufficientamountof time haspassed,the wellsare observedforcrystal
formation;inthe wellswithoutcrystals,theymaybe storedatlowertemperaturestoencourage
precipitation.If thisdoesn’toccurthough,thenthe solutionmaybe heatedtoevaporate solventand
leave behindthe crystal,howevercase shouldbe takenwiththisstepasthe solidleftafter
evaporationmaysimplybe drugandunreactedsalt-former.
Whenthe potential salthasbeenidentified,XRPDcanbe usedona sample of 10 – 50mg to analyse
the polymorphicformof the salt.HSM (hot-stage microscopy) canalsobe usedto visuallyconfirm
meltingpointwhilstDSCcanprovide meltingpoint,enthalpyof fusionandtherefore the ideal
solubilityof the newsalt.
George Wild Science of Medicines
9
Salt Solubility
The solubilityof saltsishardto predictasthere are manyfactors that affecta salt’ssolubilityinvitro,
and the empirical methodsthatdoexistinbooksoftenrelyonmeltingpointvalueswhich,inorder
to calculate,allowthe solubilitytobe calculatedexperimentallyanyway,soyoumayas well doit
yourself.
For a basic salt,the solubilityisequal tothe concentrationof the unionisedportionof the drugat
highpH values(i.e.completelyunionised) andthe solubilityisequal tothe concentrationof the
ionisedportionatlowpHvalues(i.e.completelyionised).Thismeansbydefaultthatthere isa
regioninbetweenthesetwoextremeswhere the solubilityof the saltisgreatlydependentonthe
pH of the environment.Graphically,the solubilityplottedagainstpHissaidby Kramerand Flynnto
be the sumof twosolubilityprofiles;one where the solute isdissolvinginequilibriumwiththe solid
saltand one where the solute isdissolvinginequilibriumwiththe solidfree base. Byextension,the
interceptof these “two”profilesisthe pHmax; the pointat whichthe free base co-existswiththe
solidsalt.Therefore forabase;the saturatedsolute solutionisinequilibriumwiththe saltbelowthe
pHmax and isequilibriumwiththe free base abovethe pHmax. If the pKa of the basic saltisincreased
by 1, thenthisalsoincreasesthe pHmax by 1; an effectalsoseenwhenincreasingthe solubilityof the
free base by1 orderof magnitude.Oppositely,the pHmax isreducedby1 whenthe solubilityof the
saltis increasedby1.
For an acidicsalt,the solubilityisequal tothe concentrationof the unionisedportionatlow pH
values(where the drugiscompletelyunionised) andthe solubilityisequal tothe ionisedportionat
highpH values(where the drugiscompletelyionised).Intermsof the solubilityprofiles,foranacid;
the saturatedsolute solutionisinequilibriumwiththe free acidbelowthe pHmax and isin
equilibriumwiththe solidsaltabove the pHmax.The value forthe pHmax may be increasedby1 when
the solubilityof the saltisincreasedby1 order of magnitude,butthe pHmax decreasesby1 whenthe
solubilityof the free acidisincreasedby1 and whenthe pKa is increasedby1.
Loweringthe pH of a saturatedsolutionof basic saltto below the pHmax will cause free base to
convertto saltand vice versa,butthischange tothe systemwon’thappenunlesssufficient[H+
] is
presenttoconvertthe free acidto salt (andvice versa).The systemtherefore actsasa buffersystem
until sufficientacidoralkali isaddedtoconvert1 phase completelyintothe other. Knowingthe
pHmax is therefore importantinpreformulationasitdeterminesthe pHat whichthe equilibrium
shiftsfromfavouring the ionisedto the unionisedform, whichformsthe basisof improvingthe
solubilityof adrug throughsaltformation.
Saltsare able to increase the dissolutionrate of free acidsandbasesby providingasaturated
diffusionlayerinwhichthe pHismore optimal forthe dissolvingfree acidorbase;thisisthe pH of
the microenvironmentandissotermedthe pHmenv. Thisisdifferenttothe bulkpHwhendissolution
firstbeginsandso althoughwhenthe bulkpHof the solventissimilartothe pHmax, the dissolution
ratesof the acid or base and the correspondingsaltare notequal,asthe pH to whichthe free acidor
base is actuallyexposedismuchdifferentfromthatof the pHmax (hence dissolution).The Noyes-
Whitneyequationsaysthatbecause the solubilityof these acidicandbasicdrugs ispH-dependent,
thenthe dissolutionrate willalsoreflectthis,withthe valueof Cs changingaccordingto pH and
ionisation;the solubilityisthe rate-controlling-variable.
The saturatedboundarylayermaximisesthe difference inpHbetweenthe bulkandimmediate
surroundingsof the dissolvingparticletherefore thisgraduallydecreasesasdissolutioncontinues
George Wild Science of Medicines
10
and C getscloserto Cs.However,because the pHintowhichthe drug isdissolvingisactuallythatof
the pHmenv, thenthe dissolutionrate ismeasurednotwithrespecttothe solubilityinthe dissolution
medium,busasif the drug were ina solutionwithapHequivalenttothe pHmenv.
Saltformationtherefore canincrease solubility,butwithconsequencesforlogP asionisedspecies
do notpartitioninthe organic phase,thereforeadrug maywell have asolubilityinthe intestine of
299 (like ibuprofen),butthiscomeswithapoor logPvalue of 0.63, meaningabsorptionispoor.This
compromise issomethingthatmustbe consideredinchoosingasalt.
Hygroscopicity
Hygroscopicityisthe tendencytoabsorbor adsorbwaterfrom the immediate environment,whichis
exhibitedbymanysaltsof drugs.The presence of wateron or withinsolidshasthe potential toalter
physical form,structure,physicochemical propertiesandwill alsomediate manychemical reactions
(thusfacilitatingdegradation) andmaycause API-excipientreactionstooccur.If the substance is
amorphous(unlikely) thentakingupwatercausesincreased mobilityandplasticisation;inextremes
crystallisationoccursbuteitherwaythe resultismajorstructural change.
Saltshave a greaterpropensitythanfree acidsorbasesto absorb waterand some,like KOHand
MgCl2 to suchan extentthatthe salt thendissolvesinthe absorbedwater;theydeliquesce.This
feature of some saltscan be overcome bycorrect choice of packagingand advice onhow to store
the medication.TGA can be usedinpreformulationtoassesschanges inmassafterexposure to
humidity asitmonitors masschanges withrespecttotemperature,whilstDVA canmonitorchanges
inmass as a functionof humidityandhence canbe usedduringthe exposure tohumidity.
Physical Form
Many solidstates(physical forms) are possibleformostdrugsand soknowingall the different
polymorphspossiblewithadrugis importanttooptimise drugefficacy,thoughitisalsoimportantin
termsof marketexclusivityaspatentingof the several useful polymorphspreventscopycat
manufacturers.Differentphysical formshave differentphysicochemical propertiesandstabilities,
but the moststable isalwaysthe mainpolymorphtowhichall otherless-stable (metastable) forms
revertdue to thermodynamicequilibria.Thoughthere isthistendencytorevert,the moststable is
not alwaysthe bestchoice asit oftencomeswitha strongerintermolecularstructure,highermelting
point,poorersolubilityandreducedbioavailability.However,there are caseswhere metastable
formscan be usedandso the tendencytorevertand the time takenshouldbe lookedatsothat
viable metastable formsare notdisregardedinthe beginning.
Polymorphsare screenedlike saltsinamicro-plate with96wellscontainingvarioussolventsand
solventmixtures.Afteranappropriate lengthof time,theyare observedforcrystallisationwithan
optical device i.e.microscope andassayedusingXRPDandDSC.XRPDanalysisrevealsthe physical
structure of the crystal and so allowsvisual identificationof variouspolymorphs,witheach
diffractogrambeingspecificforspecificstructures;the differencesbetween2θvaluesbeingevident
fromvisual comparison.DSCprovidesdataonthe enthalpyof fusionandmeltingpointof crystals,
whichcan be usedto calculate ideal solubilityandtoobserve whichcrystal islikelytobe the stable
polymorphandwhichare the metastable forms.Metastable formswill produceaDSC thermogram
withseveral peaks whichrepresentthe transitionsbetweenlessandmore stable formsas
temperature increases.Metastableformsare characterisedbyanendotherm-exotherm-endotherm
George Wild Science of Medicines
11
appearance,where energyistakeninfromthe environmenttomeltthe first(lessstable) form,
forminga moltensupercooledsolidthatthensolidifiesbyformingbonds,causingenergytobe
released.Thisformwilllikelybe the moststable polymorphandwillshow one more endothermic
peakat a highertemperature whenthe solidmeltsforthe final time.
Amorphousmaterial maybe formedif derivedfromcomplexbiological structuresorif ithas a large
molecularweight,throughapplicationof localisedpressure (i.e.duringmilling) todisruptstructure
or by not allowingsufficienttime toforma regularstructure like byquench-coolingorprecipitation.
The resultisunstable andhas notlattice energymeaningthatitismore soluble thancrystalline
forms.Confirmationthatacompoundisamorphousisseenthrougha “halo”on an XRPD
diffractogram,where there are nodistinctpeaksbutabroad massive peakformedfrommany
spikes.
The combinationof data fromDSC and XRPDis verypowerful andallowsrapidassignmentof the
differentpolymorphicformsscreened.
Powder and Compaction Properties
Particle size andshape can be seenusinglightorscanningelectronmicroscopyandcan indicate the
likelinessof bulkpowderstofloweasilyandbe easilymanipulatedduringmanufacture.Flow
propertiescanbe determinedusingsmall quantitiesof the powderbyusingthe angle of repose,the
Carr’s index andHausnerratio;smalleranglesof repose andCarr’sindex valuesindicate betterflow
properties.
The angle of repose isa measure of the intraparticularcohesive andadhesive forcesof abulk
powder.If a powderispouredfromabove ontoa horizontal surface,thenaheapwill form.Asmore
powderisadded,the pull of gravityandangle of inclinationreachalevel where the forcesof
cohesionbetweenparticlesisovercomeandparticlesslide downward,creatinganew slope witha
newangle,whichwill be lessthanbefore.If enoughisadded,the angle of inclinationatwhichthe
intraparticularforcesare againovercome,will happenagain.Thisangle isthe angle of repose and
can be usedtoindicate pooror goodpowderflow.Highanglesof repose willindicatethata greater
pullingforce needstobe exertedonthe moleculesonthe outerof the heap before theyfall and
therefore greaterintraparticularforcesandpoorerflow properties.A powdermayhave more than
one angle of repose if itis particularlycohesive innature.Incaseslike this,the slopeangle will
increase largely,thensuddenlythe stackwill fall,trappingairwithinthe bulkandincreasingfluidity.
From thisthere maybe three anglesof repose;the maximum(θm) angle,the shallowestangle
formedoncollapse (θs) anda possible intermediate angle(θi) formedbycohesive particlesstacking
on a fluidbed.Those powderswithanglesabove 45°have undesirableflow properties,whilstthose
witha minimumclose to25° will have goodflow properties.
Determinationsof powderflow canbe basedonbulkdensitybehaviour,usingthe Hausnerratioand
Carr’s index,because the bulkdensitywill be dependentonparticle size andshape,packingand
consolidation.Measurementsof bulkdensitycanbe obtainedthroughusingamechanical tappingor
joltingvolumeterdevice,where aknownmassof powderisplacedina vessel andhasitsvolume
recorded,before beingtappeduntil the volume dropstoanunchanginglevel.The original (fluff)
densityisfoundasm/VO,where VO isthe original volume,whilstfinal (tapped) densityisfoundas
m/VF.
George Wild Science of Medicines
12
The ratio of the twodensities,orindeedthe ratioof the volumesgivesthe Hausnerratiowhen
multipliedthroughby100. It wasshownthat the ratios were relatedtothe interparticulate friction
of the powderandso waspredictive of powderflow,withHausnerratiosof more than1.3 being
poor,and those lessthan1.18 beinggoodintermsof powderflow.
Hausner ratio=
final or tappeddensity (ρBmax)
original or fluff density(ρBmin)
× 100 Carr's index =
ρBmax- ρBmin
ρBmax
× 100
The Carr’s/compressibilityindex iscalculatedasabove fromthe informationthatthe percentage
compressibilityof apowderisa directmeasure of the potential powderarch/bridgestrengthand
stability.

Mais conteúdo relacionado

Mais procurados

Quantitative structure - activity relationship (QSAR)
Quantitative  structure - activity  relationship (QSAR)Quantitative  structure - activity  relationship (QSAR)
Quantitative structure - activity relationship (QSAR)
Eswaran Murugesan
 
Topical Niosomal Preparation Presentation 1
Topical Niosomal Preparation Presentation  1Topical Niosomal Preparation Presentation  1
Topical Niosomal Preparation Presentation 1
guest52ea7
 

Mais procurados (19)

Probit analysis
Probit analysisProbit analysis
Probit analysis
 
Lecture 5
Lecture 5Lecture 5
Lecture 5
 
Validation of Factor IIa assay for enoxaparin sodium or enoxaparin injection
Validation of Factor IIa assay for enoxaparin sodium or enoxaparin injectionValidation of Factor IIa assay for enoxaparin sodium or enoxaparin injection
Validation of Factor IIa assay for enoxaparin sodium or enoxaparin injection
 
Validation of factor xa assay for enoxaparin sodium enoxaparin injection
Validation of factor xa assay for enoxaparin sodium enoxaparin injectionValidation of factor xa assay for enoxaparin sodium enoxaparin injection
Validation of factor xa assay for enoxaparin sodium enoxaparin injection
 
Drug receptor intraction
Drug receptor intractionDrug receptor intraction
Drug receptor intraction
 
Analysis
AnalysisAnalysis
Analysis
 
QSAR
QSARQSAR
QSAR
 
Quantitative structure - activity relationship (QSAR)
Quantitative  structure - activity  relationship (QSAR)Quantitative  structure - activity  relationship (QSAR)
Quantitative structure - activity relationship (QSAR)
 
QSAR.pptx
QSAR.pptxQSAR.pptx
QSAR.pptx
 
Lecture 1&2
Lecture 1&2Lecture 1&2
Lecture 1&2
 
Virendra
VirendraVirendra
Virendra
 
Topical Niosomal Preparation Presentation 1
Topical Niosomal Preparation Presentation  1Topical Niosomal Preparation Presentation  1
Topical Niosomal Preparation Presentation 1
 
Measuring Comparability of Conformation, Heterogeneity and Aggregation with C...
Measuring Comparability of Conformation, Heterogeneity and Aggregation with C...Measuring Comparability of Conformation, Heterogeneity and Aggregation with C...
Measuring Comparability of Conformation, Heterogeneity and Aggregation with C...
 
Ashish(qsar)
Ashish(qsar)Ashish(qsar)
Ashish(qsar)
 
APPLICATIONS OF QSAR
APPLICATIONS OF QSARAPPLICATIONS OF QSAR
APPLICATIONS OF QSAR
 
Qsar
QsarQsar
Qsar
 
Qsar by hansch analysis
Qsar by hansch analysisQsar by hansch analysis
Qsar by hansch analysis
 
Computer-aided prediction of xenobiotics toxicity
Computer-aided prediction of xenobiotics toxicityComputer-aided prediction of xenobiotics toxicity
Computer-aided prediction of xenobiotics toxicity
 
Chemical kinetics- Physical Chemistry
Chemical kinetics- Physical ChemistryChemical kinetics- Physical Chemistry
Chemical kinetics- Physical Chemistry
 

Semelhante a Preformulation

Eckenhoff et al 2001
Eckenhoff et al 2001Eckenhoff et al 2001
Eckenhoff et al 2001
Kin Chan
 
Mass Spectrometry Applications and spectral interpretation: Basics
Mass Spectrometry Applications and spectral interpretation: BasicsMass Spectrometry Applications and spectral interpretation: Basics
Mass Spectrometry Applications and spectral interpretation: Basics
Shreekant Deshpande
 
Principle and application of dsc,dta,ftir and x ray diffraction
Principle and application of dsc,dta,ftir and x ray diffractionPrinciple and application of dsc,dta,ftir and x ray diffraction
Principle and application of dsc,dta,ftir and x ray diffraction
Bhavesh Maktarpara
 
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdfUV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
TatendaMageja
 
Pharmacology Of Pain Essay
Pharmacology Of Pain EssayPharmacology Of Pain Essay
Pharmacology Of Pain Essay
Leslie Lee
 

Semelhante a Preformulation (20)

Applications of mass spectrometry.seminar.pptx
Applications of mass spectrometry.seminar.pptxApplications of mass spectrometry.seminar.pptx
Applications of mass spectrometry.seminar.pptx
 
Eckenhoff et al 2001
Eckenhoff et al 2001Eckenhoff et al 2001
Eckenhoff et al 2001
 
C5OB00465A (1)
C5OB00465A (1)C5OB00465A (1)
C5OB00465A (1)
 
Mass Spectrometry Applications and spectral interpretation: Basics
Mass Spectrometry Applications and spectral interpretation: BasicsMass Spectrometry Applications and spectral interpretation: Basics
Mass Spectrometry Applications and spectral interpretation: Basics
 
First in Human dose
First in Human  doseFirst in Human  dose
First in Human dose
 
Dose conversion from animal to human
Dose conversion from animal to human Dose conversion from animal to human
Dose conversion from animal to human
 
Bioassay ,its types for theory & practical
Bioassay ,its types for theory & practicalBioassay ,its types for theory & practical
Bioassay ,its types for theory & practical
 
Principle and application of dsc,dta,ftir and x ray diffraction
Principle and application of dsc,dta,ftir and x ray diffractionPrinciple and application of dsc,dta,ftir and x ray diffraction
Principle and application of dsc,dta,ftir and x ray diffraction
 
Accelerated stability studies
Accelerated stability studiesAccelerated stability studies
Accelerated stability studies
 
Bioassays praveen tk
Bioassays praveen tkBioassays praveen tk
Bioassays praveen tk
 
Bio assay of d-tubocurarine
Bio assay of d-tubocurarineBio assay of d-tubocurarine
Bio assay of d-tubocurarine
 
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdfUV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
UV-VISIBLE SPECTROPHOTOMETRY AND INORGANIC PHOSPHATE DETERMINATION.pdf
 
Biostatics with reference to bioassay
Biostatics with reference to bioassayBiostatics with reference to bioassay
Biostatics with reference to bioassay
 
ElogPoct: A Tool for Lipophilicity Determination in Drug Discovery
ElogPoct: A Tool for Lipophilicity Determination in Drug DiscoveryElogPoct: A Tool for Lipophilicity Determination in Drug Discovery
ElogPoct: A Tool for Lipophilicity Determination in Drug Discovery
 
bioassay.pdf
bioassay.pdfbioassay.pdf
bioassay.pdf
 
Bioassay ppt by dr sumit
Bioassay ppt by dr sumitBioassay ppt by dr sumit
Bioassay ppt by dr sumit
 
Factor affecting uv vis absorption lalit
Factor affecting uv vis absorption lalitFactor affecting uv vis absorption lalit
Factor affecting uv vis absorption lalit
 
Pharmacology Of Pain Essay
Pharmacology Of Pain EssayPharmacology Of Pain Essay
Pharmacology Of Pain Essay
 
Concept of bioassays by jayu
Concept of bioassays by jayuConcept of bioassays by jayu
Concept of bioassays by jayu
 
Practical aspects
Practical aspectsPractical aspects
Practical aspects
 

Mais de George Wild

Mais de George Wild (20)

Dosage Form Design
Dosage Form DesignDosage Form Design
Dosage Form Design
 
Introduction to Biopharmaceutics
Introduction to BiopharmaceuticsIntroduction to Biopharmaceutics
Introduction to Biopharmaceutics
 
Pharmaceutical Solutions
Pharmaceutical SolutionsPharmaceutical Solutions
Pharmaceutical Solutions
 
Parenteral Drug Delivery
Parenteral Drug DeliveryParenteral Drug Delivery
Parenteral Drug Delivery
 
Packaging and Stability
Packaging and StabilityPackaging and Stability
Packaging and Stability
 
Surfaces and Interfaces
Surfaces and InterfacesSurfaces and Interfaces
Surfaces and Interfaces
 
Disperse Systems
Disperse SystemsDisperse Systems
Disperse Systems
 
Management of Chronic Kidney Disease
Management of Chronic Kidney DiseaseManagement of Chronic Kidney Disease
Management of Chronic Kidney Disease
 
Bronchodilators and anti inflammatories
Bronchodilators and anti inflammatoriesBronchodilators and anti inflammatories
Bronchodilators and anti inflammatories
 
Vasodilators and vasoconstrictors
Vasodilators and vasoconstrictorsVasodilators and vasoconstrictors
Vasodilators and vasoconstrictors
 
Contamination control and sterile manufacturing
Contamination control and sterile manufacturingContamination control and sterile manufacturing
Contamination control and sterile manufacturing
 
Nasal drug delivery
Nasal drug deliveryNasal drug delivery
Nasal drug delivery
 
Parenterals
ParenteralsParenterals
Parenterals
 
Pulmonary drug delivery
Pulmonary drug deliveryPulmonary drug delivery
Pulmonary drug delivery
 
Medicines usage reviews
Medicines usage reviewsMedicines usage reviews
Medicines usage reviews
 
Alveolar gases and diffusion
Alveolar gases and diffusionAlveolar gases and diffusion
Alveolar gases and diffusion
 
Innate and adaptive immunity
Innate and adaptive immunityInnate and adaptive immunity
Innate and adaptive immunity
 
Haematopoesis
HaematopoesisHaematopoesis
Haematopoesis
 
Anaemia and pathology
Anaemia and pathologyAnaemia and pathology
Anaemia and pathology
 
Acute kidney injury
Acute kidney injuryAcute kidney injury
Acute kidney injury
 

Último

Quantifying Artificial Intelligence and What Comes Next!
Quantifying Artificial Intelligence and What Comes Next!Quantifying Artificial Intelligence and What Comes Next!
Quantifying Artificial Intelligence and What Comes Next!
University of Hertfordshire
 
Jet reorientation in central galaxies of clusters and groups: insights from V...
Jet reorientation in central galaxies of clusters and groups: insights from V...Jet reorientation in central galaxies of clusters and groups: insights from V...
Jet reorientation in central galaxies of clusters and groups: insights from V...
Sérgio Sacani
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...
Sérgio Sacani
 
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
Sérgio Sacani
 
Detectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a TechnosignatureDetectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a Technosignature
Sérgio Sacani
 
Continuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discsContinuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discs
Sérgio Sacani
 

Último (20)

Quantifying Artificial Intelligence and What Comes Next!
Quantifying Artificial Intelligence and What Comes Next!Quantifying Artificial Intelligence and What Comes Next!
Quantifying Artificial Intelligence and What Comes Next!
 
NuGOweek 2024 programme final FLYER short.pdf
NuGOweek 2024 programme final FLYER short.pdfNuGOweek 2024 programme final FLYER short.pdf
NuGOweek 2024 programme final FLYER short.pdf
 
Film Coated Tablet and Film Coating raw materials.pdf
Film Coated Tablet and Film Coating raw materials.pdfFilm Coated Tablet and Film Coating raw materials.pdf
Film Coated Tablet and Film Coating raw materials.pdf
 
Manganese‐RichSandstonesasanIndicatorofAncientOxic LakeWaterConditionsinGale...
Manganese‐RichSandstonesasanIndicatorofAncientOxic  LakeWaterConditionsinGale...Manganese‐RichSandstonesasanIndicatorofAncientOxic  LakeWaterConditionsinGale...
Manganese‐RichSandstonesasanIndicatorofAncientOxic LakeWaterConditionsinGale...
 
Jet reorientation in central galaxies of clusters and groups: insights from V...
Jet reorientation in central galaxies of clusters and groups: insights from V...Jet reorientation in central galaxies of clusters and groups: insights from V...
Jet reorientation in central galaxies of clusters and groups: insights from V...
 
Plasmapheresis - Dr. E. Muralinath - Kalyan . C.pptx
Plasmapheresis - Dr. E. Muralinath - Kalyan . C.pptxPlasmapheresis - Dr. E. Muralinath - Kalyan . C.pptx
Plasmapheresis - Dr. E. Muralinath - Kalyan . C.pptx
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...
 
Mining Activity and Investment Opportunity in Myanmar.pptx
Mining Activity and Investment Opportunity in Myanmar.pptxMining Activity and Investment Opportunity in Myanmar.pptx
Mining Activity and Investment Opportunity in Myanmar.pptx
 
WASP-69b’s Escaping Envelope Is Confined to a Tail Extending at Least 7 Rp
WASP-69b’s Escaping Envelope Is Confined to a Tail Extending at Least 7 RpWASP-69b’s Escaping Envelope Is Confined to a Tail Extending at Least 7 Rp
WASP-69b’s Escaping Envelope Is Confined to a Tail Extending at Least 7 Rp
 
Triploidy ...............................pptx
Triploidy ...............................pptxTriploidy ...............................pptx
Triploidy ...............................pptx
 
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
Exomoons & Exorings with the Habitable Worlds Observatory I: On the Detection...
 
Land use land cover change analysis and detection of its drivers using geospa...
Land use land cover change analysis and detection of its drivers using geospa...Land use land cover change analysis and detection of its drivers using geospa...
Land use land cover change analysis and detection of its drivers using geospa...
 
RACEMIzATION AND ISOMERISATION completed.pptx
RACEMIzATION AND ISOMERISATION completed.pptxRACEMIzATION AND ISOMERISATION completed.pptx
RACEMIzATION AND ISOMERISATION completed.pptx
 
Detectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a TechnosignatureDetectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a Technosignature
 
Lubrication System in forced feed system
Lubrication System in forced feed systemLubrication System in forced feed system
Lubrication System in forced feed system
 
Continuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discsContinuum emission from within the plunging region of black hole discs
Continuum emission from within the plunging region of black hole discs
 
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
Emergent ribozyme behaviors in oxychlorine brines indicate a unique niche for...
 
Alternative method of dissolution in-vitro in-vivo correlation and dissolutio...
Alternative method of dissolution in-vitro in-vivo correlation and dissolutio...Alternative method of dissolution in-vitro in-vivo correlation and dissolutio...
Alternative method of dissolution in-vitro in-vivo correlation and dissolutio...
 
Plasma proteins_ Dr.Muralinath_Dr.c. kalyan
Plasma proteins_ Dr.Muralinath_Dr.c. kalyanPlasma proteins_ Dr.Muralinath_Dr.c. kalyan
Plasma proteins_ Dr.Muralinath_Dr.c. kalyan
 
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
 

Preformulation

  • 1. George Wild Science of Medicines 1 Concept and Assay Development Preformulationisthe investigativestage thatoccursbefore formulation-propertodetermine viable drug candidatesbasedontheirphysicochemical,intrinsicandderived characteristics. Thisprevents moneybeinginvestedindrugsthatare potentiallyeffective butphysicallyimpractical orunviable. In orderto assessthe propertiesof drugcandidates,assaysmustbe undertakenthatprovide preformulationscientistswithexperimental data.Because onlyasmall amountof drug,like 50mg will existatthispointintime,samplesmaybe reusedwhenappropriateandassaysshouldseekto minimise wastageof drug.Also,because there issolittledrugproduct,it’sthe intrinsicproperties that are investigatedfirstasthere canbe insufficientmasstoinvestigate bulkpropertiesfullyatthis stage.Withthese assays,it’sokayjustto determine approximate valuesasthese willjustbe usedto decide if it’sago/no-gosituationandsothe precisionandrigourisnot neededyet.Assaysshouldbe able to be carriedout usingjustHPLC, DSC,XRPD (x-raypowderdiffraction),UV specandDVS (dynamicvapoursorption);TLCandthermogravimetricanalysesmayalsobe usedbutare less importantthisearlyon. Nature Property Assay/technique Sample needs Intrinsic Solubility(aqueous+non) UV Chromophore pKa UV Acid/base part logP(partition) UV, TLC, HPLC Chromophore Hygroscopicity DVS,TGA None Stability,hydrolysis,oxidation, photolysis etc HPLC None Derived Meltingpoint DSC None Enthalpyof fusion DSC Physical forms DSC, XRPD, microscopy Particle shape,size, morphology,habit,rugosity Microscopy,particle sizing Density(bulk,tapped,true) Tapping densitometer Flow Angle of repose Compresability Carr’s index,Hausner ratio Excipientcompatability HPLC, DSC Intrinsic Solubility Solubilityisveryimportantinpreformulationasall drugswill needtogointosolutionatsome point before theyare absorbedandtheywill needtobe inliquidformtobe administeredtoanimalsin development,eitherorallyorintravenously.Inearly studiesasolubilityof 1mg/ml isacceptable,but by the time the drug isreadyto be licensed,itshouldbe atleast10mg/ml.The original solubility may be improvedforuse inpreformulationbysaltingorthroughnovel dosage forms. Whena soliddissolvesinexcessinsolution,the solutionissaturatedwithanequilibrium concentrationthatisthe solubilityof the drug. If the drug isionisable thenthe solubilityof the unionisedformisthe intrinsicsolubility,whichisimportantlydifferenttothe observedsolubilityas the latterwill be affectedbythe pHof the environment.
  • 2. George Wild Science of Medicines 2 The processof dissolutioncanbe seenthermodynamicallyasthe sumof the energychangesof fusion(ΔHF) and of mixing(ΔHMIX).The energychange of fusionisthe energyrequiredtobreakthe solute-solutebonds,whilstthe energyof mixingreferstothe sumof the energiesrequiredtobreak solvent-solventbondsandtoform solvent-solute bonds. Thisrelationshipbetweensolubilityand bondenergyisuseful asitcan be usedto make predictionaboutsolubilitybasedonthermal energy changes. ∆HSOL = ∆HF + ∆HMIX KSOL = x2 Sometimesthe energyrequiredtobreaksolvent-solventbondsisequal tothe energyreleasedwhen solute-solventbondsformwhichmeansthatΔHMIX = 0 and the solutionissaidtobe ideal asit exhibitsideal solubility.Inthese instances,the enthalpychange of fusionisequal tothe enthalpy change of dissolution,whichmeansthatbothvaluesare positive asenthalpychange of dissolutionis positive forideal solutions.Forsomethingtooccurspontaneously,there mustbe areductionin Gibbsfree energy,whichmeansthatthe drivingforce therefore isentropy.The above “KSOL” equationisreminiscentof anequilibriumconstantwhichmeansthe van’tHoff equationcanbe appliedtogive the secondof the belowequations. Thisequationisuseful asitallowsthe calculation of ideal solubilityataparticulartemperature if the enthalpychange of fusionandthe melting temperature are known. ∆GSOL = ∆HSOL - T∆SSOL lnx2 = -∆HF RT + ∆HF RTM Meltingpointandenthalpyof fusionare thereforethe nextfactorsthatare determinedin preformulationasthese canprovide informationonthe concentrationof anideal solution.Theseare calculatedusingdifferentialscanningcalorimetry(DSC) where asample isheateduntil melted,with the enthalpyof fusionbeingseenasanendothermicpeakonthe trace of poweragainsttime.The heatingrate (β) can be linearormodulatedbythe program, butthe areaunderthe endothermic peakisalwaysthe enthalpychange of fusionandrepresentsenergyrequiredtobreakall solute- solute bonds.The temperature of meltingcanbe foundbyusingthe peakmaximum(Tm) or extrapolatedfromthe onsetusingaline (To).Inrealitysolutionsdon’treallyshow ideal behaviour because the assumptionthatthe fusionisindependentof temperature andΔHMIX = 0 isnot the case; exothermicmixingenthalpiesincreasethe solubilitywhilstendothermicenthalpiesreduce it. The extentof intermolecularbondingbetweensolventmoleculesisthe cause of the non-idealityof manysystems,whichisbasedondielectricconstants,the abilitytoformhydrogenbondsandthe dipole momentof the solvent.Dipolesincrease the strengthof interactionswithinthe solventand alsohelpto dissolveionicandotherpolarsolutesthroughfavourable enthalpychanges.The dielectricconstantisameasure of the solvent’sabilitytoabsorbcharge fromdissolvingmolecules; those withhigherdielectricconstantsare more suitedtodissolve ionicandpolarmolecules(but definitelynotnon-polarmolecules).Hydrogenbondsoccurwhenelectronegative atomsinteract withhydrogenatomsbondedtootherelectronegative atomsi.e.O-H,N-H,S-H;those drugswith these groupsthatare capable of hydrogenbondingwill have increasedaqueoussolubility. It’sknownthat increasingthe temperatureoftenincreasessolubilitybutthisisnotalwaysthe case because anassumptionmade inderivingthe formof the van’tHoff equationshownabove wasthat ΔHF = ΔHSOL whichisn’tthe case a lot of the time.
  • 3. George Wild Science of Medicines 3 The relationshipbetweensolidstate andsolubilitycentresonpolymorphismandamorphous structures.Where polymorphsexist,the metastable formswill be lessstable,have weaker intermolecularforcesof attraction,require lessenergytomeltandsohave lowerΔHF valuesand greatersolubilitiesthanthe more stable form(s).However,there isanatural tendencytorevertto the more stable form from the metastable one,meaningthatformulatingametastable drugcould be riskyas the reversionwill reducebioavailability.Havingsaidthis,if the metastable formtakes3 yearsto revertby10%, itwouldstill likelybe used,butthe expirydate andstorage instructions wouldneedtoaccommodate thisfeature of the medicine. Amorphousformsof solidsdonot possessaregularstructure as such and so have nomeltingpointandtherefore the greatest solubility. The solubilityof drugsisroutinelymeasuredin0.1MHCl,0.1M NaOH andwater whichprovide crude informationasto whetherornotthe drugis acidic,basicor non-ionicinnature.UV spectroscopyisusedtoobtainvaluesforconcentrationbecause of the small volumethat’sneeded, familiarity,costandthe fact that most drugshave at leastone group capable of absorbingUV light. Whenthe moleculesabsorblight,the absorbedfractionof the original light(IO) passingthroughand reachingthe detector(I) will be less.The amountabsorbedis afunctionof concentration anddepth of solution thatisexpressedinthe Beer-Lambertequation,asseenbelow.Here,εrepresentsthe molarextinctioncoefficient,whichisdefinedformanychromophoresand auxochromes (additive electronsystemsinfluencingdelocalisaton),andl representsthe pathlength. absorbance =log I IO = εCl Measurementsshouldbe takenuntilthe concentrationreachesamaximum, andcare shouldbe takento ensure thatdegradationdoesnotoccur if the molecule isprone tohydrolysisorphotolysis. The temperature shouldalsobe preventedfromfluctuatingwhenitismeasuredatthe mainthree temperatures;4°C(minimisesrate of hydrolysisbutmakeswatermore viscous),25°C(roomtemp) and 37°C (invitrotemperature). Althoughthe mainthree testswill show whetherthe drugisacidic (more soluble inNaOH),basic(more solubleinHCl) orneither(equallysoluble overall three media), it maybe of use to testthe solubilityinothertypical media the drugmayencounteronvarious routesof administration.Forexample with oral administration;simulatedgastricfluid(SGF),fed simulatedintestinal fluid(FeSSIF) andfastedsimulatedintestinalfluid(FaSSIF) canbe usedtoassess viabilityof the drugwhenadministeredorally. Impuritiescanbe testedforandshouldbe especiallyconsideredininstanceswhere the drugis knownto be metastable oramorphous,asunderthese circumstancesthe chancesof gettingalittle bitof somethingelseinthe mix ismore likely.DSCandXRPDcan be usedto obtaininformationon the structure of the solidleftinexcessfromsolutionsasdifferentformwill have different properties.Chemicallyimpure samplescanalsobe identifiedthroughplottingphase-solubility diagrams,where impure compoundsexhibitmultiplegradientsof the ascendinglimbof the line. Whenthe compoundispure,the concentrationat the plateauistakenas the solubility(indicatedby blackarrow on the belowdiagram,howeverforimpure compounds,the solubilitiesare takenby extrapolatingthe gradientfromthe secondportionof the line (solubilityof one of the constituents) and thenbysubtractingthisfromthe total concentrationreachedtogetthe solubilityof the other chemical.
  • 4. George Wild Science of Medicines 4 Alternatively,fourdifferentformulationswithdifferentdrugtosolventphase-ratioscanbe prepared and have theirsolubilitymeasuredandextrapolated toa theoretical phase-ratioof zero.Positive gradientsindicate impuritiesactingtoimprove solubility,whilstnegativegradientsshow decreased solubility.LinesextrapolatingtoC0 representnoimpurityandtrue solubility. DSC can alsobe usedtoassessimpuritiesbecause evenasmall amountof impuritywill cause a difference inthe endothermicpeakof fusion.Qualitatively,if the meltingendothermrecordedis broad thenthe sample islikelytobe impure.Butif the meltingpointandenthalpyof fusionare knownforthe drugcompoundthenthe impurityisquantifiedbyassessingthe fractionmeltedata giventemperature.Integratingthe peakareaona DSC thermogramcan give the total heat of melting(Q) andpartial integrationgivesthe smallerheat(q). FT = q Q Molecular Dissociation and Partitioning Many drugs ionise betweenpH2 and 12 and so determiningthe pKa valuesof drugsisimportantin determiningtheirsolubilities,asthese will be pHdependent.Thisisof particularimportance for perorallyadministereddrugswhichwillexperience arange of pH valuesfrom1 – 8 in the GI tract, therefore the solubilitieswillneedtobe known.Havinginformationonthe degreestowhichdrugs ionise incertainpHvaluesalsoallowsscientiststoeffectivelyformulate saltsforgreatersolubility. pH and pKa relationship For weakacids For weakbases pH < pKa by 2 pH units Completelyunionised Completelyionised pH > pKa by 2 pH units Completelyionised Completelyunionised pH = pKa 50% ionised 50% ionised pH >> pKa Infinite solubilityincrease Infinite solubilitydecrease The above holdstrue because ionisedspeciesare more soluble inwaterthanunionisedspecies due to polar/ionicinteractionsandwe canuse the Henderson-Hasselbachequationtofindoutthe solubility.Thismeansrecognisingthatthe [A- ] meansthe saturatedionisedconcentration/solubility (SI) and that [HA] representsthe intrinsicsolubility(SO),givingusthe modifiedequationseenhere. 0 0.2 0.4 0.6 0.8 1 0 0.2 0.4 0.6 0.8 1 Measuredconcentration(mgmL-1) Weight of soluteper volume solvent (mg mL-1) Phase-solubilities of chemically pureand impure compounds Pure Impure
  • 5. George Wild Science of Medicines 5 Knowingalsothatthe total solubility(ST) isthe sumof the intrinsicandionisedsolubilities,we can rearrange the Henderson-Hasselbachequationtofindthe total solubility. pKa= pH + log SO SI (ST = SI + SO) pKa= pH + log SO ST- SO ST = SO[1 + antilog(pH - pKa) The above equationsare true for a weakacidsand can be easilymodifiedforweakbases. Forweak acidsthough,total solubilitywillbe equal tointrinsicsolubilityatpH valuesbelow pKa andwill be significantlyhigheratvaluesabove it.Forthisthe pKa may be calculatedusingpotentiometricpH titrationandplottingvolume of titrant againstpHgraphically. Itmayalsobe calculatedfromthe Henderson-Hasselbachequationif the intrinsicsolubilityisknown. The extenttowhicha drug partitionsbetweenaqueousandorganicphasesinthe bodyisan importantfactorto determine inpreformulationasthiswill indicate how well the drugmaybe absorbedi.e.lipophilicity.Inthe body,all drugspartitiontosome extentbetweenthe twophases and so an equilibriumisreachedthatcan be expressedinthe below forms.Inpreformulation however,itwouldbe impractical toemulate the exactconditionsinthe bodyasmany biological membranesexistandsothe drug partitionsbetweenmanyorganicphasesandthe aqueousphase so insteadscientistsuse waterforthe aqueousphase and(mostcommonly) n-octanol forthe organicphase. PW O = CO CW DW O = CO CW(ionised) + CW(unionised) DW O = Funionised PW O Valuesof P(partitioncoefficient) thatare above 1 indicate alipophilicdrug,whilstthose below 1 indicate hydrophilicdrugs.Giventhatthe valuesforhydrophilicdrugscanoftenbe verysmall,a log scale may be used,givingvaluesof logPthatare negative forhydrophilesandpositiveforlipophiles. Alsorepresentedabove isthe equationforthe distributioncoefficient,whichisusedtocalculate the distributionof ionisable species.Thisisbecause the partitioncoefficientonlyappliesif adrug cannot ionise orisin a pH inwhichit isfullyunionised,therefore formanydrugsthatcan partiallyionise, the distributioncoefficient(D) mustbe usedinstead.The relationshipbetweenDandP islinkedby the fractionof solute unionised(funionised),alsoabove. The shake-flaskmethodcanbe usedto determine valuesof logPbymixingtwosolventsof n-octanol and waterand determiningthe concentrationsineachphase afterequilibriumisreached. - First,the solventsare allowed tomix toassessthe small solubilityof one inthe other. - Drug is allowedtodissolve inaqueoussolventandthenismixedinaseparatingfunnelwith the n-octanol byshakingfor30 minutes. - Afterthispartitioning,the phasesseparate (for5 minutes) andthe concentrationinthe aqueousphase ismeasuredagain.The concentrationinn-octanol bydefaultisthe concentrationdifference betweenthe initial andfinal aqueousconcentrations. WhenP favoursthe organicphase,lessmaybe usedto increase accuracy,whichwouldrequire the equationtothenincorporate thisratio,i.e.1:x n-octanol:waterratio. PW O = (x+1)CO CW Drawbacksto thismethodinclude the large volumesusedandthe time neededforequilibriumtobe reached.Howeverdifferentsolventscanbe usedtomimicdifferentmembranesinthe body.
  • 6. George Wild Science of Medicines 6 Chromatographicmethodslikereversephase liquidchromatographyandHPLCcan be usedto measure experimentallythe valueof logP.The interactionof soluteswiththe liquid(mobile) phase inreverse liquidchromatographymeasureshow hydrophilicorlipophilicadrug is.Reverse TLCcan be usedto compare the progressionof solventandsolute fromastartingpoint,providingavalue for the resolutionfactor(Rf),whichcanbe convertedtoa retentionfactor(Rm) whichisproportional to logP. The higherthe resolutionfactor,the closertothe solventfrontthe drughasmoved. InTLC n- octanol isnot usedas much as silicaimpregnatedwithsiliconeoil forthe stationaryphase,whilst wateris notreallyusedforthe mobile phase eitherasitpreventsthe adequate movingof lipophiles up the plate;insteadcosolventsmaybe usedtoincrease the solubilityof these drugs.When cosolventsare used,theireffectislinearmodulation,whichmeansthatextrapolatingto0 cosolvent givesthe retentionfactorforwater. In reverse HPLC,the stationaryphase isusuallyanon-polarpolarmolecule (i.e.C18 hydrocarbon) boundto a chemicallyinertsolidsupportlikesilica.The mobilephase here canbe watersaturated withn-octanol butas before,there are disadvantagestothisregardinglipophilesasthe eluding powerisnot good.Because the hydrocarbonsare boundto a solidsupport,there’sambiguity surroundingwhetherthe interactionissurface adsorptionortrue partitioning,withthe latterbeing unlikelyinthismethod. Good aqueoussolubilitiesdonotnecessarilymeanhighratesof dissolutionassolubilityismore of an equilibriumpositionandthereforedoesnotinfluencethe rate at whichdissolutionisobtained. Absorptioncanbe assumedtobe unimpededhowever,isthe IDRis greaterthan1mg cm-2 min-1 but the IDR is notthe dissolutionrate ascalculatedbythe Noyes-Whitneyequationasthisassumesthat the diffusioncoefficient,surface areaanddiffusionboundarylayerthicknessall remainconstant whenthisdoesnotoccur. Thisis because the specificsurface will increase significantlyasasolid dosage formbreaksup,before itlessensagainandbecomes0;i.e.itismost definitelynotaconstant value.The IDR therefore isameasure of the dissolutionrate of a solidwhenA iskeptconstant, whichcan be achievedthroughcompactingadrug (300mg) withpre-lubricatedmetal surfacesof chloroform(5%w/v) before attachingtothe holderof a rotatingbasketwithparaffinwax onall but the side facingthe medium.Thismediumwill be 1Lof 37°C dissolutionmediuminaflat-bottomed vessel,inwhichthe discisrotated20mm fromthe bottomat 100rpm. - If these conditionsare met,i.e.thatA remainsconstantandsinkconditionsare maintained, thenthe measuredrate isindeedthe IDR,where IDR= KST Consideringthe IDRof drugsincombinationwithpHand the commonioneffectare importantto obtainan insightintomechanismof release.Asafunctionof pH, the equationbelow isuseful to determine the IDRwhenthe pHand pKais known,andvaryingthe pH microenvironmentcanbe optimisedbyexperimentallyinvestigatingthe IDRindifferentmedialike 0.1MHCl and simulated gastrointestinal fluids. The self-bufferingeffectof acidsandbasesmustalso be considered,asthis altersthe boundarylayerpH andconcentrations,whichcause deviationsfromideal behaviour.The commonioneffectalsonecessitatesthe investigationof the effectof differentHCl concentrations on the IDR.
  • 7. George Wild Science of Medicines 7 Salt Selection and Screening Changingthe saltformof drugscan be usedto improve aqueoussolubilityduringpreformulation and shouldbe done before toxicitytestingaseachformis treatedasa new entitybyregulatory authorities. The decisiononwhichsalttouse won’tbe basedon solubilityalonebutthe factthat so manyexistonthe marketmeansthat theirbenefitsoftenoutweighthe drawbacks. Advantagesof salts Disadvantagesof salts Increasedsolubility Corrosiveness Fasterdissolution Increasedtoxicity Betterstability Increasednumberof polymorphs Increaseddissolutionrate Decreasedpercentage of active drug Bettertaste Decreasedchemical stability Improvedphotostability Possible disproportionation Lowerhygroscopicity Additional manufacturingstep Highermeltingpoint Reduceddissolutionin gastricmedia Higherbioavailability Betterprocessability A saltis simplyanionicinteractionbetweenionisedacidandbase species.Generallyif the pHof the base is low,thenthe saltwill be unstable atphysiological pHvaluesasthere isless of a tendencyfor the base to existinitsionisedform;it’ssaidthata pKa value of lessthan5 isindicative of formulationbeinglesslikely.Sometimesdrugsare namedtosoundas if theyare salts/electrolytes, like fluticasone propionate,butitmayactuallybe a single compoundwithcovalentbonds. Description pKa Acid Base Verystrong <0 >14 Strong 0 – 4.5 9.5 – 14 Weak 4.5 – 9.5 4.5 – 9.5 Veryweak 9.5 – 14 0 – 4.5 Extremelyweak >14 <0 Neutralisationoccursbetweenastrongacid anda strongbase,where bothspeciesare fullyionised and the reactiongoesto completion.Excessacidorbase leadsto the formationof a precipitate as the concentrationrisesabove the solubilitybutmostweakacidsandbasesdo notreactionto completion inthiswayandare insteadconsideredintermsof the BrønsteadandLowryprinciples. These state that an acidis a protondonator anda base isa protonacceptor,whichdoesnot necessitate the presence of OHwithinthe molecule,onlythe abilitytoaccepta proton.Removinga protonfrom a B/L acid createsthe conjugate base (A- ) of the acid,whilstaddingaprotonto a B/L base createsthe conjugate acidof the base (BH+ ). A weakbase anda strongacid may reactto form a salt fromthe conjugate acid and base.Basicsalts containthe conjugate acidof the drug and will donate itsH+ to waterupondissolutiontoformthe H3O+ ionas well asthe free base.Thisfree base isthenpresentinamicroenvironmentwithavery lowpH, inwhichit ismuch more soluble.Thisisattributedtothe increase insolubilitythatsalt formationbringtopreformulation;the creationof apH suitable microenvironmentinwhichthe drug ismore soluble. Fora solutionof dissolvedacid,pH= ½(pKa - log[BH+ ]).
  • 8. George Wild Science of Medicines 8 A weakacidand strongbase mayreact to forma saltof the conjugate acidand base.Acidicsalts containthe conjugate base of the drug, whichcan thenaccept a protonfrom a watermolecule to formthe free acidand OH- ionswhichincrease the pH.The free acidismore soluble inthe higherpH values,whichincreasesthe solubilityof the drug.The pH of a solutionof dissolvedbase isgivenas pH = ½(pKa + pKw + log[A- ]) where the “w”elementisthe ionisationpotential of water. Formingsaltisn’talwaysnecessarilybestachievedinaqueoussolutionaswatertendstocause formationof the free acidor base,and the change in solubilityoverthe free acidorbase onlyresults fromthe change of pH on dissolution,soif the saltisdissolvedinabufferedsolutionthere will be no increase insolubility. In orderfor a saltto successfullyform,there shouldbe adifference inthe pKa (reactivitypotential) valuesbetweenthe twoconstituentsof atleast3 pKa units.Thismeansthat bothacidic andbasic components are likelytobe ionisedtoanextentwherebytheywillinteractwitheachother;atpKa differencesbelow0,itismore likelythatcocrystalswillform.Because of all this,the pKa of drug and saltformerneedtobe matchedto ensure compatibility.The mostcommonsaltusedwithbasic drugsis the hydrochloride saltbecause of itslow pKa value andhighprevalence inphysiological systems.However,the saltresultsinamassive pHreductionaroundthe dissolvingsolutewhich couldbe dangerousinparenteral administration,the saltisalsosomewhatcorrosive in manufacturing,prone toinstabilityduringstorage andleadstothe commonioneffectwhen administeredperorally. Saltsmay be assignedtoone of three classesbasedontheirusabilityinformulations;firstclasssalts like hydrochloride andsodiumsaltsare physiologicallywell-accepted,toleratedandprevalent. Secondclasssaltshave some commonapplicationsandhave nosignificanttoxicological or tolerabilityissuestoconsider i.e.sulphonicaids,mesilates.Thirdclasssaltsare unnatural and reservedonlyforspecial circumstances. Thoughthe classificationandsolubilityof asaltare important,the structure shouldalsobe consideredasamorphousandotherless-regularorstable formswill cause problemsandshouldbe avoidedovercrystallinestructures. Many potential saltcandidatescanbe testedina large batchby usingmicro-plate wellscontaining about0.5mg of drug dissolvedinsuitable solventstowhichavolume of dissolved counterionis added.The solventshouldbe selectedcarefullyatthisstage,andit isalsopossible toexaminethe effectof the solventinthe x directionwhilstexaminingthe effectof counterioninthe ydirectionin some configurations.Afterasufficientamountof time haspassed,the wellsare observedforcrystal formation;inthe wellswithoutcrystals,theymaybe storedatlowertemperaturestoencourage precipitation.If thisdoesn’toccurthough,thenthe solutionmaybe heatedtoevaporate solventand leave behindthe crystal,howevercase shouldbe takenwiththisstepasthe solidleftafter evaporationmaysimplybe drugandunreactedsalt-former. Whenthe potential salthasbeenidentified,XRPDcanbe usedona sample of 10 – 50mg to analyse the polymorphicformof the salt.HSM (hot-stage microscopy) canalsobe usedto visuallyconfirm meltingpointwhilstDSCcanprovide meltingpoint,enthalpyof fusionandtherefore the ideal solubilityof the newsalt.
  • 9. George Wild Science of Medicines 9 Salt Solubility The solubilityof saltsishardto predictasthere are manyfactors that affecta salt’ssolubilityinvitro, and the empirical methodsthatdoexistinbooksoftenrelyonmeltingpointvalueswhich,inorder to calculate,allowthe solubilitytobe calculatedexperimentallyanyway,soyoumayas well doit yourself. For a basic salt,the solubilityisequal tothe concentrationof the unionisedportionof the drugat highpH values(i.e.completelyunionised) andthe solubilityisequal tothe concentrationof the ionisedportionatlowpHvalues(i.e.completelyionised).Thismeansbydefaultthatthere isa regioninbetweenthesetwoextremeswhere the solubilityof the saltisgreatlydependentonthe pH of the environment.Graphically,the solubilityplottedagainstpHissaidby Kramerand Flynnto be the sumof twosolubilityprofiles;one where the solute isdissolvinginequilibriumwiththe solid saltand one where the solute isdissolvinginequilibriumwiththe solidfree base. Byextension,the interceptof these “two”profilesisthe pHmax; the pointat whichthe free base co-existswiththe solidsalt.Therefore forabase;the saturatedsolute solutionisinequilibriumwiththe saltbelowthe pHmax and isequilibriumwiththe free base abovethe pHmax. If the pKa of the basic saltisincreased by 1, thenthisalsoincreasesthe pHmax by 1; an effectalsoseenwhenincreasingthe solubilityof the free base by1 orderof magnitude.Oppositely,the pHmax isreducedby1 whenthe solubilityof the saltis increasedby1. For an acidicsalt,the solubilityisequal tothe concentrationof the unionisedportionatlow pH values(where the drugiscompletelyunionised) andthe solubilityisequal tothe ionisedportionat highpH values(where the drugiscompletelyionised).Intermsof the solubilityprofiles,foranacid; the saturatedsolute solutionisinequilibriumwiththe free acidbelowthe pHmax and isin equilibriumwiththe solidsaltabove the pHmax.The value forthe pHmax may be increasedby1 when the solubilityof the saltisincreasedby1 order of magnitude,butthe pHmax decreasesby1 whenthe solubilityof the free acidisincreasedby1 and whenthe pKa is increasedby1. Loweringthe pH of a saturatedsolutionof basic saltto below the pHmax will cause free base to convertto saltand vice versa,butthischange tothe systemwon’thappenunlesssufficient[H+ ] is presenttoconvertthe free acidto salt (andvice versa).The systemtherefore actsasa buffersystem until sufficientacidoralkali isaddedtoconvert1 phase completelyintothe other. Knowingthe pHmax is therefore importantinpreformulationasitdeterminesthe pHat whichthe equilibrium shiftsfromfavouring the ionisedto the unionisedform, whichformsthe basisof improvingthe solubilityof adrug throughsaltformation. Saltsare able to increase the dissolutionrate of free acidsandbasesby providingasaturated diffusionlayerinwhichthe pHismore optimal forthe dissolvingfree acidorbase;thisisthe pH of the microenvironmentandissotermedthe pHmenv. Thisisdifferenttothe bulkpHwhendissolution firstbeginsandso althoughwhenthe bulkpHof the solventissimilartothe pHmax, the dissolution ratesof the acid or base and the correspondingsaltare notequal,asthe pH to whichthe free acidor base is actuallyexposedismuchdifferentfromthatof the pHmax (hence dissolution).The Noyes- Whitneyequationsaysthatbecause the solubilityof these acidicandbasicdrugs ispH-dependent, thenthe dissolutionrate willalsoreflectthis,withthe valueof Cs changingaccordingto pH and ionisation;the solubilityisthe rate-controlling-variable. The saturatedboundarylayermaximisesthe difference inpHbetweenthe bulkandimmediate surroundingsof the dissolvingparticletherefore thisgraduallydecreasesasdissolutioncontinues
  • 10. George Wild Science of Medicines 10 and C getscloserto Cs.However,because the pHintowhichthe drug isdissolvingisactuallythatof the pHmenv, thenthe dissolutionrate ismeasurednotwithrespecttothe solubilityinthe dissolution medium,busasif the drug were ina solutionwithapHequivalenttothe pHmenv. Saltformationtherefore canincrease solubility,butwithconsequencesforlogP asionisedspecies do notpartitioninthe organic phase,thereforeadrug maywell have asolubilityinthe intestine of 299 (like ibuprofen),butthiscomeswithapoor logPvalue of 0.63, meaningabsorptionispoor.This compromise issomethingthatmustbe consideredinchoosingasalt. Hygroscopicity Hygroscopicityisthe tendencytoabsorbor adsorbwaterfrom the immediate environment,whichis exhibitedbymanysaltsof drugs.The presence of wateron or withinsolidshasthe potential toalter physical form,structure,physicochemical propertiesandwill alsomediate manychemical reactions (thusfacilitatingdegradation) andmaycause API-excipientreactionstooccur.If the substance is amorphous(unlikely) thentakingupwatercausesincreased mobilityandplasticisation;inextremes crystallisationoccursbuteitherwaythe resultismajorstructural change. Saltshave a greaterpropensitythanfree acidsorbasesto absorb waterand some,like KOHand MgCl2 to suchan extentthatthe salt thendissolvesinthe absorbedwater;theydeliquesce.This feature of some saltscan be overcome bycorrect choice of packagingand advice onhow to store the medication.TGA can be usedinpreformulationtoassesschanges inmassafterexposure to humidity asitmonitors masschanges withrespecttotemperature,whilstDVA canmonitorchanges inmass as a functionof humidityandhence canbe usedduringthe exposure tohumidity. Physical Form Many solidstates(physical forms) are possibleformostdrugsand soknowingall the different polymorphspossiblewithadrugis importanttooptimise drugefficacy,thoughitisalsoimportantin termsof marketexclusivityaspatentingof the several useful polymorphspreventscopycat manufacturers.Differentphysical formshave differentphysicochemical propertiesandstabilities, but the moststable isalwaysthe mainpolymorphtowhichall otherless-stable (metastable) forms revertdue to thermodynamicequilibria.Thoughthere isthistendencytorevert,the moststable is not alwaysthe bestchoice asit oftencomeswitha strongerintermolecularstructure,highermelting point,poorersolubilityandreducedbioavailability.However,there are caseswhere metastable formscan be usedandso the tendencytorevertand the time takenshouldbe lookedatsothat viable metastable formsare notdisregardedinthe beginning. Polymorphsare screenedlike saltsinamicro-plate with96wellscontainingvarioussolventsand solventmixtures.Afteranappropriate lengthof time,theyare observedforcrystallisationwithan optical device i.e.microscope andassayedusingXRPDandDSC.XRPDanalysisrevealsthe physical structure of the crystal and so allowsvisual identificationof variouspolymorphs,witheach diffractogrambeingspecificforspecificstructures;the differencesbetween2θvaluesbeingevident fromvisual comparison.DSCprovidesdataonthe enthalpyof fusionandmeltingpointof crystals, whichcan be usedto calculate ideal solubilityandtoobserve whichcrystal islikelytobe the stable polymorphandwhichare the metastable forms.Metastable formswill produceaDSC thermogram withseveral peaks whichrepresentthe transitionsbetweenlessandmore stable formsas temperature increases.Metastableformsare characterisedbyanendotherm-exotherm-endotherm
  • 11. George Wild Science of Medicines 11 appearance,where energyistakeninfromthe environmenttomeltthe first(lessstable) form, forminga moltensupercooledsolidthatthensolidifiesbyformingbonds,causingenergytobe released.Thisformwilllikelybe the moststable polymorphandwillshow one more endothermic peakat a highertemperature whenthe solidmeltsforthe final time. Amorphousmaterial maybe formedif derivedfromcomplexbiological structuresorif ithas a large molecularweight,throughapplicationof localisedpressure (i.e.duringmilling) todisruptstructure or by not allowingsufficienttime toforma regularstructure like byquench-coolingorprecipitation. The resultisunstable andhas notlattice energymeaningthatitismore soluble thancrystalline forms.Confirmationthatacompoundisamorphousisseenthrougha “halo”on an XRPD diffractogram,where there are nodistinctpeaksbutabroad massive peakformedfrommany spikes. The combinationof data fromDSC and XRPDis verypowerful andallowsrapidassignmentof the differentpolymorphicformsscreened. Powder and Compaction Properties Particle size andshape can be seenusinglightorscanningelectronmicroscopyandcan indicate the likelinessof bulkpowderstofloweasilyandbe easilymanipulatedduringmanufacture.Flow propertiescanbe determinedusingsmall quantitiesof the powderbyusingthe angle of repose,the Carr’s index andHausnerratio;smalleranglesof repose andCarr’sindex valuesindicate betterflow properties. The angle of repose isa measure of the intraparticularcohesive andadhesive forcesof abulk powder.If a powderispouredfromabove ontoa horizontal surface,thenaheapwill form.Asmore powderisadded,the pull of gravityandangle of inclinationreachalevel where the forcesof cohesionbetweenparticlesisovercomeandparticlesslide downward,creatinganew slope witha newangle,whichwill be lessthanbefore.If enoughisadded,the angle of inclinationatwhichthe intraparticularforcesare againovercome,will happenagain.Thisangle isthe angle of repose and can be usedtoindicate pooror goodpowderflow.Highanglesof repose willindicatethata greater pullingforce needstobe exertedonthe moleculesonthe outerof the heap before theyfall and therefore greaterintraparticularforcesandpoorerflow properties.A powdermayhave more than one angle of repose if itis particularlycohesive innature.Incaseslike this,the slopeangle will increase largely,thensuddenlythe stackwill fall,trappingairwithinthe bulkandincreasingfluidity. From thisthere maybe three anglesof repose;the maximum(θm) angle,the shallowestangle formedoncollapse (θs) anda possible intermediate angle(θi) formedbycohesive particlesstacking on a fluidbed.Those powderswithanglesabove 45°have undesirableflow properties,whilstthose witha minimumclose to25° will have goodflow properties. Determinationsof powderflow canbe basedonbulkdensitybehaviour,usingthe Hausnerratioand Carr’s index,because the bulkdensitywill be dependentonparticle size andshape,packingand consolidation.Measurementsof bulkdensitycanbe obtainedthroughusingamechanical tappingor joltingvolumeterdevice,where aknownmassof powderisplacedina vessel andhasitsvolume recorded,before beingtappeduntil the volume dropstoanunchanginglevel.The original (fluff) densityisfoundasm/VO,where VO isthe original volume,whilstfinal (tapped) densityisfoundas m/VF.
  • 12. George Wild Science of Medicines 12 The ratio of the twodensities,orindeedthe ratioof the volumesgivesthe Hausnerratiowhen multipliedthroughby100. It wasshownthat the ratios were relatedtothe interparticulate friction of the powderandso waspredictive of powderflow,withHausnerratiosof more than1.3 being poor,and those lessthan1.18 beinggoodintermsof powderflow. Hausner ratio= final or tappeddensity (ρBmax) original or fluff density(ρBmin) × 100 Carr's index = ρBmax- ρBmin ρBmax × 100 The Carr’s/compressibilityindex iscalculatedasabove fromthe informationthatthe percentage compressibilityof apowderisa directmeasure of the potential powderarch/bridgestrengthand stability.