pharmacokinetic models

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SUBMITTED BY: VYJAYANTHI RAO VALLABHANENI REG NO: 256213886030 DEPT. OF PHARMACEUTICS PHARMACOKINETIC MODELS Submitted To: Dr. Satyabrata Bhanja

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Page 1: Pharmacokinetic models

SUBMITTED BY:

VYJAYANTHI RAO VALLABHANENI

REG NO: 256213886030

DEPT. OF PHARMACEUTICS

PHARMACOKINETIC

MODELS

Submitted To:

Dr. Satyabrata Bhanja

Page 2: Pharmacokinetic models

OVERVIEW• Basic considerations in pharmacokinetics

• Compartment models

• One compartment model

• Assumptions

• Intravenous bolus administration

• Intravenous infusion

• Extravascular administration (zero order and first order absorption model)

• Multi-compartment model

Page 3: Pharmacokinetic models

BASIC CONSIDERATIONS IN PHARMACOKINETICS

• Pharmacokinetic parameters

• Pharmacodynamic parameters

• Zero, first order & mixed order kinetic

• Rates and orders of kinetics

• Plasma drug conc. Time profiles

• Compartmental models – physiological model

• Applications of pharmacokinetics

• Non compartment model

Page 4: Pharmacokinetic models

S.no Pharmacokinetic parameter Abbreviation Fundamental units Units example

1. Area under the curve AUC Concentration x time µg x hr/mL

2. Total body clearance ClT Volume x time Litres/time

3. Renal clearance ClR Volume x time Litres/time

4. Hepatic clearance ClH Volume x time Litres/time

5. Apparent volume of distribution VD Volume Litres

6. Vol. of distribution at steady state VSS Volume Litres

7. Peak plasma drug concentration CMAX Concentration mg/L

8. Plasma drug concentration CP Concentration mg/L

9. Steady-state drug concentration Css Concentration mg/L

10. Time for peak drug concentration TMAX Time Hr

11. Dose DO Mass mg

12. Loading dose DL Mass mg

13. Maintenance dose DM Mass mg

14. Amount of drug in the body DB Mass Mg

15. Rate of drug infusion R Mass/time mg/hr

16. First order rate constant for drug absorption Ka 1/time 1/hr

17. Zero order rate constant for drug absorption KO Mass/time mg/hr

18. First order rate constant for drug elimination K 1/time 1/hr

19. Elimination half-life t½ Time hr

Common units in Pharmacokinetics

Page 5: Pharmacokinetic models

Mixed Order Kinetics

Kinetics of a pharmacokinetic process changes from First order to Zero order

with increasing dose or chronic medication.

Deviations from original Linear kinetic profile – Non Linear kinetics.

Dose dependent kinetics

Seen when P’kinetic process Carriers / Substrates

Capacity Limited –

get saturated at

Higher drug Conc.

Michaelis – Menten

Kinetics

Describes velocity of Capacity limited, enzyme reactions and non

linear pharmacokinetics

Page 6: Pharmacokinetic models

MICHAELIS MENTON EQUATION

-DC/DT = VMAX . C / KM + C

KM = Michaelis constant

VMAX = Theoretical maximum

Rate of process

Some examples;

Absorption (Vitamin C), Distribution (Naproxen), and Elimination

(Riboflavin)

Page 7: Pharmacokinetic models

PLASMA DRUG CONCENTRATION – TIME PROFILE

Effectiveness of Dosage

Regimen

Concentration of Drug in the Body

Conc. at Site of

action

Conc. in whole Blood (Plasma,

Serum), Saliva, Urine, CSF

PK Parameters determine drug

Conc.

Page 8: Pharmacokinetic models

A TYPICAL PLASMA DRUG CONC. AND TIME CURVE OBTAINED AFTER A SINGLE ORAL DOSE OF A

DRUG, SHOWING VARIOUS P'KINETIC AND P’DYNAMIC PARAMETERS DEPICTED IN BELOW

FIG

8

Page 9: Pharmacokinetic models

PHARMACOKINETIC PARAMETERS

Three important parameters useful in assessing the bioavailability of a drug

from its formulation are:

1. Peak plasma concentration ( cmax )

the point at which, maximum concentration of drug in plasma.

Units : µg/ml

• Peak conc. Related to the intensity of pharmacological response, it

should be above MEC but less than MSC.

• The peak level depends on administered dose and rate of absorption

and elimination.

Page 10: Pharmacokinetic models

2. Time of peak concentration (tmax )

the time for the drug to reach peak concentration in plasma

(after extra vascular administration).

Units : hrs

• Useful in estimating onset of action and rate of absorption.

• Important in assessing the efficacy of single dose drugs used to treat acute

conditions (pain, insomnia ).

Page 11: Pharmacokinetic models

3. Area under curve (AUC)

It represents the total integrated area under the plasma level-time profile and

expresses the total amount of the drug that comes into systemic circulation after

its administration.

Units : µg/ml x hrs

• Represents extent of absorption – evaluating the bioavailability of drug from its

dosage form.

• Important for drugs administered repetitively for treatment of chronic conditions

(asthma or epilepsy).

Page 12: Pharmacokinetic models

PHARMACODYNAMIC PARAMETERS

1. Minimum effective concentration (MEC)

Minimum concentration of drug in plasma/receptor site required to produce

therapeutic effect.

• Concentration below MEC – sub therapeutic level

• Antibiotics - MEC

2. Maximum safe concentration (MSC)

Concentration in plasma above which adverse or unwanted effects are

precipitated.

• Concentration above MSC – toxic level

Page 13: Pharmacokinetic models

3. Onset time

Time required to start producing pharmacological response.

Time for plasma concentration to reach mec after administrating drug

4. Onset of action

The beginning of pharmacologic response.

It occurs when plasma drug concentration just exceeds the required mec.

5. Duration of action

The time period for which the plasma concentration of drug remains above MEC

level.

6. Intensity of action

It is the minimum pharmacologic response produced by the peak plasma conc. Of

drug.

7. Therapeutic range the drug conc. Between MEC and MSC

Page 14: Pharmacokinetic models

CONCEPT OF “HALF LIFE”

½ Life = how much time it takes for blood levels of drug to decrease to half

of what it was at equilibrium

There are really two kinds of ½ life…

“Distribution” ½ life = when plasma levels fall to half what they were

at equilibrium due to distribution to/storage in body’s tissue reservoirs.

“Elimination” ½ life = when plasma levels fall to half what they were

at equilibrium due to drug being metabolized and eliminated.

It is usually the elimination ½ life that is used to determine dosing

schedules, to decide when it is safe to put patients on a new drug.

Page 15: Pharmacokinetic models

PHARMACOKINETIC MODELS AND COMPARTMENTS

Page 16: Pharmacokinetic models

Pharmacokinetic

Modelling

Compartmen

t ModelsNon-Compartment

ModelsPhysiologic

Models

Caternary

Model

One compt

Mamillary

Model

Multi compt Two compt

i v

bolusSingle oral

Dosei v

infusionIntermittent i v infusion

Multiple

doses

i v bolus

Oral

drug

AUC, MRT, MAT, Cl,

VSS

Page 17: Pharmacokinetic models

PHARMACOKINETIC MODELS

Means of expressing mathematically or quantitatively, time course of drug

through out the body and compute meaningful pharmacokinetic parameters.

Useful in :

• Characterize the behavior of drug in patient.

• Predicting conc. Of drug in various body fluids with dosage regimen.

• Calculating optimum dosage regimen for individual patient.

• Evaluating bioequivalence between different formulation.

• Explaining drug interaction.

Pharmacokinetic models are hypothetical structures that are used to describe the

fate of a drug in a biological system following its administration.

Model

• Mathematical representation of the data.

• It is just hypothetical

Page 18: Pharmacokinetic models

WHY MODEL THE DATA ?

There are three main reasons due to which the data is subjected to modelling.

1. Descriptive: to describe the drug kinetics in a simple way.

2. Predictive: to predict the time course of the drug after multiple dosing based

on single dose data, to predict the absorption profile of the drug from the iv

data.

3. Explanatory: to explain unclear observations.

Page 19: Pharmacokinetic models

PHARMACOKINETIC MODELING IS USEFUL IN :-

• Prediction of drug concentration in plasma/ tissue/ urine at any point of time.

• Determination of optimum dosage regimen for each patient.

• Estimation of the possible accumulation of drugs/ metabolites.

• Quantitative assessment of the effect of disease on drug’s adme.

• Correlation of drug concentration with pharmacological activity.

• Evaluation of bioequivalence.

• Understanding of d/i.

Page 20: Pharmacokinetic models

COMPARTMENTAL MODELS

• A compartment is not a real physiological or anatomic region

but an imaginary or hypothetical one consisting of tissue/ group

of tissues with similar blood flow & affinity.

• Our body is considered as composed of several compartments

connected reversibly with each other.

Page 21: Pharmacokinetic models

ADVANTAGES

• Gives visual representation of various rate processes involved in drug

disposition.

• Possible to derive equations describing drug concentration changes in each

compartment.

• One can estimate the amount of drug in any compartment of the system after

drug is introduced into a given compartment.

DISADVANTAGES

• Drug given by IV route may behave according to single compartment model

but the same drug given by oral route may show 2 compartment behaviour.

• The type of compartment behaviour i.E. Type of compartment model may

change with the route of administration.

Page 22: Pharmacokinetic models

1. Central compartment

Blood & highly perfused tissues such as heart, kidney, lungs, liver, etc.

2. Peripheral compartment

Poorly per fused tissues such as fat, bone, etc.

MODELS:

“OPEN” and “CLOSED” models:

• The term “open” itself mean that, the administered drug dose is removed from

body by an excretory mechanism ( for most drugs, organs of excretion of drug is

kidney)

• If the drug is not removed from the body then model refers as “closed” model.

TYPES OF COMPARTMENT

Page 23: Pharmacokinetic models
Page 24: Pharmacokinetic models

LOADING DOSE

• A drug dose does not show therapeutic activity unless it reaches the desired steady

state.

• It takes about 4-5 half lives to attain it and therefore time taken will be too long if

the drug has a long half-life.

• Plateau can be reached immediately by administering a dose that gives the desired

steady state instantaneously before the commencement of maintenance dose x0.

• Such an initial or first dose intended to be therapeutic is called as priming dose or

loading dose x0,l.

Page 25: Pharmacokinetic models

CALCULATION OF LOADING DOSE

• After e.V. Administration, cmax is always smaller than that achieved after i.V.

And hence loading dose is proportionally smaller.

• For the drugs having a low therapeutic indices, the loading dose may be

divided into smaller doses to be given at a various intervals before the first

maintenance dose.

• A simple equation for calculating loading dose is :

xo,l = css,av vd

F

Page 26: Pharmacokinetic models

CALCULATION….,

• When vd is not known, loading dose may be calculated by the following

equation :

xo,l = 1___________

Xo (1 – e-ket) (1 – e-kat)

• Given equation applies when ka >> ke and drug is distributed rapidly.

• When drug is given i.V. Or when absorption is extremely rapid, the

absorption phase is neglected and the above equation reduces to

accumulation index:

Page 27: Pharmacokinetic models

ASSUMPTIONS

1. One compartment

The drug in the blood is in rapid equilibrium with drug in the extra-vascular

tissues. This is not an exact representation however it is useful for a number

of drugs to a reasonable approximation.

2. Rapid mixing

We also need to assume that the drug is mixed instantaneously in blood or

plasma.

3. Linear model

We will assume that drug elimination follows first order kinetics.

Page 28: Pharmacokinetic models

LINEAR MODEL - FIRST ORDER KINETICS

• FIRST-ORDER

KINETICS

Page 29: Pharmacokinetic models

MATHEMATICALLY

• This behavior can be expressed mathematically as :

Page 30: Pharmacokinetic models

ONE COMPARTMENT MODEL

One compartment model can be defined :

• One com. Open model – i.V. Bolus.

• One com. Open model - cont. Intravenous infusion.

• One com. Open model - extra vas. Administration (zero-order absorption)

• One com. Open model - extra vas. Administration (First-order absorption )

• INTRAVENOUS (IV) BOLUS ADMINISTRATION

Page 31: Pharmacokinetic models

RATE OF DRUG PRESENTATION TO BODY IS:

• Dx =rate in (availability)–rate out( Eli)

Dt

• Since rate in or absorption is absent, equation becomes

dx = - rate out

dt

• If rate out or elimination follows first order kinetic

Dx/dt = -kex (eq.1)

ELIMINATION PHASE:

Elimination phase has three parameters:

• Elimination rate constant

• Elimination half life

• Clearance

Page 32: Pharmacokinetic models

ELIMINATION RATE CONSTANT

• Integration of equation (1)

• In x = ln xo – ke t (eq.2)

Xo = amt of drug injected at time t = zero i.E. Initial amount of drug injected

X=xo e-ket ( eq.3)

• Log x= log xo – ke t

2.303 (eq.4)

• Since it is difficult to directly determine amount of drug in body x, we use relationship

that exists between drug conc. In plasma C and X; thus

• X = vd C (eq. 5)

• So equation-8 becomes

log c = log co – ke t

2.303 (eq.6)

Page 33: Pharmacokinetic models

KE = KE + KM +KB +KL +….. (Eq.7)(KE is overall elimination rate constant)

Page 34: Pharmacokinetic models

ELIMINATION HALF LIFE

T1/2 = 0.693

KE (eq.8)

• Elimination half life can be readily obtained from the graph of log c versus t

• Half life is a secondary parameter that depends upon the primary parameters such as clearance and volume of distribution.

• T1/2 = 0.693 V d

Cl T (eq.9)

Page 35: Pharmacokinetic models

APPARENT VOLUME OF DISTRIBUTION

• Defined as volume of fluid in which drug appears to be distributed.

• Vd = amount of drug in the body = x

Plasma drug concentration C (eq.10)

Vd = xo/co

=I.V.Bolus dose/co (eq.11)

• Example: 30 mg i.V. Bolus, plasma conc.= 0.732 mcg/ml.

• Vol. Of dist. = 30mg/0.732mcg/ml =30000mcg/0.732mcg/ml

= 41 liter.

• For drugs given as i.V.Bolus,

Vd (area)=xo/KE.Auc …….12.A

• For drugs admins. Extra. Vas.

Vd (area)=f xo/ke.Auc ……..12.B

Page 36: Pharmacokinetic models

CLEARANCE

Clearance = rate of elimination

Plasma drug conc.. (Or) cl= dx /dt

C ……., (eq.13)

Thus, renal clearance = rate of elimination by kidney

C

Hepatic clearance = rate of elimination by liver

C

Other organ clearance = rate of elimination by organ

C

Total body clearance:

Clt = clr + clh + clother ……, (eq.14)

Page 37: Pharmacokinetic models

• According to earlier definition

cl = dx /dt

C

• Submitting eq.1 dx/dt = KE X , above eq. Becomes ,clt = KE X/ C .., (Eq 15)

• By incorporating equation 1 and equation for vol. Of dist. ( Vd= X/C ) we can

get

clt =KE vd (eq.16)

• Parallel equations can be written for renal and hepatic clearance.

Clh =km vd (eq.17)

Clr =ke vd (eq.18)

• But, KE= 0.693/t1/2

• So, clt = 0.693 vd (eq.19)

t1/2

Page 38: Pharmacokinetic models

• For non compartmental method which follows one compartmental

kinetic is :

• For drug given by i.V. Bolus

clt = xo …..20.A

Auc

• For drug administered by e.V.

Clt = f xo …..20.B

Auc

• For drug given by i.V. Bolus

renal clearance = xu∞ …….(eq. 21)

auc

Page 39: Pharmacokinetic models

ORGAN CLEARANCE

• Rate of elimination by organ= rate of presentation to the organ – rate of exit from the organ.

• Rate of elimination =q. Cin- Q.Cout

(Rate of extraction) =Q (cin- cout)

Clorgan=rate of extraction/cin

=q(cin-cout)/cin

=Q.Er …………….(eq 22)

• Extraction ratio:ER= (cin- cout)/ cin

• ER is an index of how efficiently the eliminating organ clear the blood flowing through it of drug.

Page 40: Pharmacokinetic models

According to ER, drugs can be classified as

• Drugs with high ER (above 0.7)

• Drugs with intermediate ER (between 0.7-0.3)

• Drugs with low ER (below 0.3)

• The fraction of drug that escapes removal by organ is expressed as

F= 1- ER

• Where f=systemic availability when the eliminating organ is liver.

Page 41: Pharmacokinetic models

HEPATIC CLEARANCE

Clh = clt – clr

Can also be written down from eq 22

Clh= QH ERH

QH= hepatic blood flow. ERH = hepatic extraction ratio.

Hepatic clearance of drug can be divided into two groups :

1. Drugs with hepatic blood flow rate-limited clearance

2. Drugs with intrinsic capacity- limited clearance

Page 42: Pharmacokinetic models

HEPATIC BLOOD FLOW

• F=1-erh

= AUC oral

AUC i.V

Page 43: Pharmacokinetic models

INTRINSIC CAPACITY CLEARANCE

• Denoted as clint, it is defined as the inherent ability of an organ to

irreversibly remove a drug in the absence of any flow limitation.

Page 44: Pharmacokinetic models

ONE COMPARTMENT OPEN MODEL:INTRAVENOUS INFUSION• Model can be represent as : ( i.v infusion)

Drug

Dx/dt =ro-kex …eq 23

X=ro/ke(1-e-ket) …eq 24

Since X =vdc

C= ro/kevd(1-e-ket) …eq 25

= Ro/clt(1-e-ket) …eq 26

Blood & otherBody tissues

R0

Zero order

Infusion rate

KE

Page 45: Pharmacokinetic models

• At steady state. The rate of change of amount of drug in the body is zero ,eq

23 becomes

Zero=ro-kexss …27

Kexss=ro …28

Css=ro/kevd …29

=Ro/clt i.E infusion rate ....30

Clearance

Substituting eq. 30 in eq. 26

• C=css(1-e-ket) …31

Rearrangement yields:

• [Css-c]=e-ket. ...32

Css

Log CSS-C = -ket …33

Css 2.303

Page 46: Pharmacokinetic models

• If n is the no. Of half lives passed since the start of infusion(t/t1/2)

• Eq. Can be written as

• C=CSS [1-(1/2)n] …34

Page 47: Pharmacokinetic models

INFUSION PLUS LOADING DOSE

XO,L=CSSVD …35

• SUBSTITUTION OF CSS=RO/KEVD

• XO,L=RO/KE …36

• C=XO,L/VD E-KET+ RO/KEVD(1-E-KET) …37

Page 48: Pharmacokinetic models

ONE COMPARTMENT OPEN MODEL EXTRA VASCULAR ADMINISTRATION

• When drug administered by extra vascular route (e.G. Oral, i.M, rectal ),

absorption is prerequisite for its therapeutic activity.

Page 49: Pharmacokinetic models

ONE COMPARTMENT MODEL: EXTRA VASCULAR ADMIN ( ZERO ORDER ABSORPTION)

• This model is similar to that for constant rate infusion.

Drug at site

zero order elimination

Absorption

o Rate of drug absorption as in case of CDDS , is constant and continues until the amount of drug at the absorption site (Ex. GIT) is depleted.

o All equations for plasma drug conc. Profile for constant rate i.V. Infusion are also applicable to this model.

Blood & otherBody tissues

R0

Page 50: Pharmacokinetic models

ONE COMPARTMENT MODEL: EXTRA VASCULAR ADMIN ( FIRST ORDER

ABSORPTION)

• Drug that enters the body by first order absorption process gets distributed in

the body according to one compartment kinetic and is eliminated by first

order process.

• The model can be depicted as follows and final equation is as follows

Blood & otherBody tissues

Drug at

site

KaKE

First order

absorption

elimination

C=Ka F Xo/Vd (Ka-KE) [e -Ket-e-Kat] …41

Page 51: Pharmacokinetic models

MULTI- COMPARTMENT MODELS

Page 52: Pharmacokinetic models

• Ideally a true pharmacokinetic model should be the one with a rate constant for

each tissue undergoing equilibrium.

• Therefore best approach is to pool together tissues on the basis of similarity in

their distribution characteristics.

• The drug disposition occurs by first order.

• Multi-compartment characteristics are best described by administration as i.v

bolus and observing the manner in which the plasma concentration declines with

time.

The no. Of exponentials required to describe such a plasma level-time profile

determines the no. Of kinetically homogeneous compartments into which a

drug will distribute.

The simplest and commonest is the two compartment model which classifies the

body tissues in two categories :

1. Central compartment or compartment 1

2. Peripheral or tissue compartment or compartment 2.

Page 53: Pharmacokinetic models

TWO COMPARTMENT OPEN MODEL-IV BOLUS ADMINISTRATION:

Elimination from central compartment

Fig:

• After the iv bolus of a drug the decline in the plasma conc. Is bi-exponential.

• Two disposition processes- distribution and elimination.

• These two processes are only evident when a semi log plot of C vs. T is made.

• Initially, the conc. Of drug in the central compartment declines rapidly, due to the distribution of drug from the central compartment to the peripheral compartment. This is called distributive phase.

1

Central

2

peripheral

Page 54: Pharmacokinetic models

Extending the relationship X= vd C

Dcc = K21 xp – K12 xc – KE xc

Dt vp vc vc

X= Amt. Of drug in the body at any time t remaining to be eliminated

C=drug conc in plasma

Vd =proportionality const app. Volume of distribution

Xc and xp=amt of drug in C1 and C2

Vc and vp=apparent volumes of C1 and C2

= K12 xc – K21 xp

Vc vp On integration equation gives conc of drug in central and peripheral compartments at any given time t

Cp = xo [( K21 – a)e-at + (K12 – b)e-bt]Vc b – a a – b

Xo = iv bolus dose

Page 55: Pharmacokinetic models

• The relation between hybrid and microconstants is given as :

a + b = K12 + K21 + KE

A b = K21 KE

Cc = a e-at + be-bt

Cc=distribution exponent + elimination exponent

A and B are hybrid constants for two exponents and can be resolved by graph by method of residuals.

A = X0 [K21 - A] = CO [K21 – A]

VC B – A B – A

B = X0 [K21 - B] = CO [K21 – B]

VC A – B A – B

CO = Plasma drug concentration immediately after i.v. Injection

Page 56: Pharmacokinetic models

• Method of residuals : the biexponential disposition curve obtained after i. V. Bolus of a drug that fits two compartment model can be resolved into its individual exponents by the method of residuals.

C = a e-at + b e-bt

From graph the initial decline due to distribution is more rapid than the terminal decline due to elimination i.E. The rate constant a >> b and hence the term e-at

approaches zero much faster than e –bt

C = B e-bt

Log C = log B – bt/2.303 C = back extrapolated pl. Conc.

• A semilog plot of C vs t yields the terminal linear phase of the curve having slope –b/2.303 and when back extrapolated to time zero, yields y-intercept log B. The t1/2 for the elimination phase can be obtained from equation

• t1/2 = 0.693/b.

• Residual conc values can be found as-

Cr = C – C = ae-at

Log cr = log A – at

2.303

A semilog plot cr vs t gives a straight line.

Page 57: Pharmacokinetic models

Ke = a b c

A b + B a

K12 = a b (b - a)2

C0 (A b + B a)

K21 = A b + B a

C0

• For two compartment model, KE is the rate constant for elimination of drug

from the central compartment and b is the rate constant for elimination from

the entire body. Overall elimination t1/2 can be calculated from b.

Area under (auc) = a + b

The curve a b

App. Volume of central = X0 = X0

compartment C0 KE (AUC)

Page 58: Pharmacokinetic models

App. Volume of = VP = VC K12

Peripheral compartment K21

Apparent volume of distribution at steady state or equilibrium

Vd,ss = VC +VP

Vd,area = X0

B AUC

Total systemic clearence= clt = b vd

Renal clearence= clr = dxu = KE VC

Dt

The rate of excretion of unchanged drug in urine can be represented by :

dxu = KE A e-at + KE B e-bt

Dt

The above equation can be resolved into individual exponents by the method of residuals.

Page 59: Pharmacokinetic models

TWO – COMPARTMENT OPEN MODEL- I.V. INFUSION

The plasma or central compartment conc of a drug when administered as constant rate (0 order) i.V. Infusion is

given as:

C = R0 [1+(KE - b)e-at +(KE - a)e-bt]

VC KE b – a a - b

At steady state (i.E.At time infinity) the second and the third term in the bracket becomes zero and the equation

reduces to:

Css = R0

Vc ke

Now VC KE = vd b

Css = r0 = r0

Vdb clt

The loading dose X0,L = css vc = R0

Ke

1

Central

2

Peripheral

Page 60: Pharmacokinetic models

TWO-COMPARTMENT OPEN MODEL-EXTRAVASCULAR ADMINISTRATION

• First - order absorption :

• For a drug that enters the body by a first-order absorption process and distributed according to two compartment model, the rate of change in drug conc in the central compartment is described by three exponents :

• An absorption exponent, and the two usual exponents that describe drug disposition.

The plasma conc at any time t is

C = n e-kat + l e-at + m e-bt

C = absorption + distribution + elimination

Exponent exponent exponent

• Besides the method of residuals, ka can also be found by loo-riegelman method for drug that follows two-compartment characteristics.

• Despite its complexity, the method can be applied to drugs that distribute in any number of compartments.

Page 61: Pharmacokinetic models

CALCULATING Ka using Wagner-nelson method(Bioavailability

parameters)

Page 62: Pharmacokinetic models

WAGNER-NELSONS METHODTHEORY: The working equations can be derived from the mass balance

equation: Gives the following eqaution with time and mass balance

• Above equation Integrating gives

• To the equation amount

absorbed VERSUS TIME

Page 63: Pharmacokinetic models

WAGNER-NELSONS METHOD

• Taking this to infinity where cp equals 0

• Finally (Amax - A), the amount remaining to be absorbed can also be

expressed as the amount remaining in the GI, xg

• We can use this equation to look at the absorption process. If, and only if,

absorption is a single first order process

Page 64: Pharmacokinetic models

WAGNER-NELSONS METHOD

• Example data for the method of wagner-nelson kel (from IV data) = 0.2 hr-

Time(hr)

PlasmaConcentratio

n(mg/L)

Column3

ΔAUC

Column4

AUC

Column 5kel * AUC

A/V[Col2 + Col5]

(Amax - A)/V

0.0 0.0 0.0 0.0 0.0 0.0 4.9

1.0 1.2 0.6 0.6 0.12 1.32 3.58

2.0 1.8 1.5 2.1 0.42 2.22 2.68

3.0 2.1 1.95 4.05 0.81 2.91 1.99

4.0 2.2 2.15 6.2 1.24 3.44 1.46

5.0 2.2 2.2 8.4 1.68 3.88 1.02

6.0 2.0 2.1 10.5 2.1 4.1 0.8

8.0 1.7 3.7 14.2 2.84 4.54 0.36

10.0 1.3 3.0 17.2 3.44 4.74 0.16

12.0 1.0 2.3 19.5 3.9 4.9 -

∞ 0.0 5.0 24.5 4.9 4.9 -

Page 65: Pharmacokinetic models

WAGNER-NELSONS METHOD

• The data (Amax-A)/V versus time can be plotted on semi-log and linear

graph paper

Page 66: Pharmacokinetic models

WAGNER-NELSONS METHOD

• Plotting (Amax-A)/V versus time produces a straight line on semi-log graph paper and a

curved line on linear graph paper. This would support the assumption that absorption can be

described as a single first process. The first-order absorption rate constant, ka, can be

calculated to be 0.306 hr-1 from the slope of the line on the semi-log graph paper.

ADVANTAGES:

• The absorption and elimination processes can be quite similar and accurate determinations of

ka can still be made.

• The absorption process doesn't have to be first order. This method can be used to investigate

the absorption process.

DISADVANTAGES:

• The major disadvantage of this method is that you need to know the elimination rate constant,

from data collected following intravenous administration.

• The required calculations are more complex.

Page 67: Pharmacokinetic models

RESIDUAL METHOD OR FEATHERING TECHNIQUE

• Absowhen a drug is administered by extravascular route, absorption is a

prerequisite for its therapeutic activity.

• The absorption rate constant can be calculated by the method of

residuals.

• The technique is also known as feathering, peeling and stripping.

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φ It is commonly used in pharmacokinetics to resolve a

multiexponential curve into its individual components.

φ For a drug that follows one-compartment kinetics and

administered extravascularly, the concentration of drug

in plasma is expressed by a biexponential equation.

C=𝐾𝑎𝐹𝑋0

𝑉𝑑(𝐾𝑎−𝐾𝐸)[e-K

Et – e-K

at] (1)

If KaFX0/Vd(Ka-KE) = A, a hybrid constant, then:

C = A e-KEt – A e-Kat (2)

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φ During the elimination phase, when absorption is

almost over, Ka<<KE and the value of second

exponential e-Kat approaches zero whereas the first

exponential e-KEt retains some finite value.

φ At this time, the equation (2) reduces to:

𝐶−= 𝐴 𝑒

− 𝐾𝐸𝑡(3)

φ In log form, the above equation is:

Log C−

= log A -𝐾𝐸𝑡

2.303(4)

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Where ,

C− = back extrapolated plasma concentration values

φ A plot of log C versus t yield a biexponential curve with a

terminal linear phase having slope –KE/2.303

φ Back extrapolation of this straight line to time zero yields y-

intercept equal to log A.

70

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Plasma conc.-Time profile after oral administration of a single dose of a drug

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φ Subtraction of true plasma concentration values i.e.

equation (2) from the extrapolated plasma

concentration values i.e. equation (3) yields a series

of residual concentration value Cτ.

(C− - C) = Cτ = A e-Kat(5)

φ In log form , the equation is:

log Cτ= log A -𝐾𝑎𝑡

2.303(6)

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φ A plot of log Cτ versus t yields a straight line with slope -

Ka /2.303 and y-intercept log A.

φ Thus, the method of residual enables resolution of the

biexponential plasma level-time curve into its two

exponential components.

φ The technique works best when the difference between

Ka and KE is large (Ka/KE ≥ 3).

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THREE COMPARTMENT MODEL AND APPLICATIONS OF

PHARMACOKINETIC PARAMETERS IN DOSAGE

DEVELOPMENT

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THREE COMPARTMENT MODEL

• Gibaldi & feldman described a three compartment open model to

explain the influence of route of administration .I.E. Intravenous

vs. Oral, on the area under the plasma concentration vs. Time

curve.

• Portman utilized a three compartment model which included

metabolism & excretion of hydroxy nalidixic acid.

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CENTRAL

COMPARTMENT

TISSUE

COMPARTMENT

DEEP

TISSUE

COMPARTMENT

DRUG INPUT

K10

THREE COMPARTMENT CATENARY MODEL

THREE COMPARTMENT MAMMILLARY MODEL

TISSUE

COMPARTMENT

CENTRAL

COMPARTMENT

DEEP

TISSUE

COMPARTMENT

K10

DRUG INPUT

DRUG OUTPUT

K21 K13

K12K31

RAPID IV

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Three compartment model consist of the following compartments .

Central compartment.

Tissue compartment.

Deep tissue compartment.

In this compartment model drug distributes most rapidly in to first or central compartment.

Less rapidly in to second or tissue compartment .

Very slowly to the third or deep tissue compartment. The third compartment is poor in tissue such as bone & fat.

• Each compartment independently connected to the central compartment.

• Notari reported the tri exponential equation

c=a e-t+ b e-βt+ c e-γt

• A,B,C are the y-intercept of extrapolated lines.

• Α,β,γ are the rate constants

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RAPID I.V BOLUS ADMINISTRATIONS

• When the drug is administered by i.V the drug will rapidly distributed in c.C

,less rapidly in to t.C. Very slowly in to deep tissue compartment.

Plasma profile

• When the drug is administered by i.V the plasma conc. Will increased in c.C

this is first order release.

• The conc. Of drug in c.C. Exhibits an initial distribution this is very rapid.

• Drug in central compartment exhibits an initial distribution this is very rapid .

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Pharmacokinetic parameters

Bioloigical half-life ::

• It is defined as the time taken for the amount of drug in the body as well as

plasma to decline by one half or 50% its initial value.

• Concentration of drug in plasma as a function of time is

c=a e - t+ b e -β t+ c e -γ t

• In this equation α>β>γ some time after the distributive phase (i.e. When time

become large) the two right hand side terms values are equal to zero.

• The eq.. Is converted in to

c=a e-αt

Taking the natural logarithm on both sides

the rate constant of this straight line is ‘α’ and biological half life is

t1/2 =0.693/α

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VOLUME OF CENTRAL COMPARTMENT

• At time=0

C=A e –α t+ B e –β t+ C e –γ t

This equation becomes

CO = A+B+C -----1

CO =conc. Of plasma immediately after the i.V administration

• When administered the dose is not distributed in tissue compartment.

• Therefore the drug is present in c.C only .

• If D is dose administered then CO = D /V C---------2

Vc=volume of drug in c.C

Combining the 1&2 eq.. We get Vc = d/co (c o----- conc. Of drug in plasma)

ELIMINATION RATE CONSTANT:

Drug that follows three compartment kinetics and administered by i.V injection the decline

in the plasma drug conc. Is due to elimination of drug from the three compartments.

Ke=(a+b+c) α β γ/a β γ +b α γ+ cα β

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PHYSIOLOGICALLY BASEDPHARMACOKINETIC MODELS

• Blood flow rate limited or perfusion rate

limited model.

• Drawn on the basis of anatomic and

physiologic data.(More realistic)

• Organs or tissues having no perfusion are

excluded.

• Drug movement to a particular region is

much more rapid than its rate of delivery to

that region by blood - perfusion rate limited

model.

• Thus, applicable to highly membrane

permeable drugs, i.e. Low molecular weight,

poorly ionized and highly lipophilic drugs.

• For highly polar, ionized and charged drugs,

the model is referred to as membrane

permeation rate limited. 81

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82

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TISSUE DOSIMETRY

• Measure of the level of some reactive metabolites reaching the target

tissue provide a better dose parameter for risk assessment purpose

than administered doses.

• The effects of growth and ageing(since the fat increasing proportional

to the body weight, as animal grows), topical adsorption( in inhalation

studies), pregnancy and lactation(for example changes in body

weight, total body water, plasma proteins, body fat and cardiac output

will alter the distribution of many drugs and their metabolites.)And

competitive multiple metabolites are illustrated in PBPK modelling.

83

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REFERENCES :

BIOPHARMACEUTICS AND PHARMACOKINETICS.

P L MEDAN, 1ST EDN

BIOPHARMACEUTICS AND PHARMACOKINETICS.

D.M BRAHMANKAR AND SUNIL. B .JAISWAL, 1ST EDN

APPLIED BIOPHARMACEUTICS AND PHARMACOKINETICS

LEON SHARGEL AND ANDREW YU,

4TH EDN.

BIOPHARMACEUTICS AND CLINICAL PHARMACOKINETICS BY MILO

GIBALDI, 4TH EDN.

WWW.GOOGLE.COM

WWW.BOOKS.GOOGLE.COM

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THANK YOU!