CONCEPT OF NON-LINEAR
PHARMACOKINETICS
BY: Kavita Bahmani
Assistant Professor
Department of Pharmaceutical
Sciences
GJUS&T, Hisar, Haryana, India
CONTENTS
Introduction
Comparison b/w linear & non-linear pharmacokinetic
Tests for detection of nonlinearity in pharmacokinetics
Causes of nonlinearity
Michaelis – Menten equation
Estimation of Km and Vmax
Estimation of Km and Vmax from steady-state
concentration
 Linear Pharmacokinetics ,the characteristic of drugs that
indicates the instantaneous rate of change in drug concentration
depends only on the current concentration. The half-life will
remain constant, irrespective of how high the concentration
 At therapeutic doses, the change in the amount of drug in the
body or the change in its plasma concentration due to
absorption, distribution, binding, metabolism or excretion, is
proportional to its dose, whether administered as a single dose
or as multiple doses.
 In such situation the rate processes are said to follw first
order or linear kinetics and all semilog plots of C v/s T for
different doses when collected for dose administered, are
superimposable. This is called principle of superposition
LINEAR PHARMACOKINETICS
IMPORTANT PHARMACOKINETIC FACTORS
Fraction of drug absorbed/unabsorbed
Ka: absorption rate constant
KE: Elimination rate constant
Vd: volume of distribution
CLR: Renal clearance
CLH: Hepatic clearance
These describes the time course of a drug in the
body remain unaffected by the dose i.e.
Pharmacokinetics is dose-dependent
NONLINEAR PHARMACOKINETICS
The rate process of drug’s ADME are depend upon
carrier or enzymes that are substrate specific, have
definite capacities and are susceptible to saturation at
a high drug concentration.
 In such cases, an essentially first-order kinetics
transform into a mixture of first-order and zero-order
rate processes and the pharmacokinetic parameters
are changed with the size of the administered dose.
Pharmacokinetics of suchdrugsare said to be dose-
dependent.Terms synonymous with itare mixed-
order, nonlinear and capacity-limited kinetics.
TESTS FOR DETECTION OF NONLINEARITY IN
PHARMACOKINETICS
1. Determination of steady state plasma concentration at
different doses.
* If the steady state conc. are directly proportional to the
dose, then linearity in the kinetics exists. Such
proportionality is not observable when there is
nonlinearity
2. Determination of some important pharmacokinetic
parameters such as fraction bioavailability, elimination
half life or total systemic clearance at different doses of
drug. Any change in these parameters is indicative to
non-linearity which are usually constant is indicative of
nonlinearity.
CAUSES OF NON LINEARITY
Causes of non linearity
Drug
Absorption
Distribution Metabolism Excretion
When absorption
is Solubility /
dissolution of drug
is rate-limited;
When absorption
is Carrier -
mediated transport
system
Pre systemic gut
wall / hepatic
metabolism
attains saturation
Griseofulvin - at
high concentration
in intestine
Ascorbic acid -
saturation of
transport system
Propranolol,
Hydrazine and
verapamil
Parameters affected will be F, Ka, Cmax and AUC.
DRUG ABSORPTION
Saturation of binding sites
on plasma proteins
Saturation of tissues
binding sites
Phenybutazone
& naproxen
Thiopental &
fentanyl
In both cases, the free plasma conc. Increases but Vd
increases only in the former case whereas it decrease in the
later.
DRUG DISTRIBUTION
Saturation of binding sites
on plasma proteins
Saturation of tissues
binding sites
Capacity - limited metabolism -
enzyme &/
cofactor saturation; Phenytoin;
Enzyme induction - decrease in
plasma concentration;
Phenytoin, alcohol, theophylline etc. carbamazepine
Saturation of enzymes results in decreased hepatic clearance
and therefore increased steady state concentration.
DRUG METABOLISM
Active tubular secretion Active tubular reabsorption
Penicillin G. Water soluble vitamins & Glucose.
Others sources are renal excretion, changes in urine pH,
nephrotoxicity and saturation of binding sites
DRUG EXCRETION
There are 2 process in renal excretion of a drug that are saturable.
MICHAELIS MENTEN EQUATION
• Best suitable for the capacity limited or saturable processes
E + D ED E + M
• Enzymes usually react with the substrate to form enzyme
substrate complexes; then the product is formed.
• The enzyme can go back to react with another substrate to
form another molecule of the product.
•
•
•
•
1) when KM= C:
under this situation , eq I reduces to
−
𝑑𝑐
𝑑𝑡
=
𝑉𝑚𝑎𝑥
2
… … . . 𝑒𝑞𝑛 2
The rate of process is equal to half of its maximum rate. This process is
represented in the plot of dc/dt vs. C. shown in fig. 1
Where -
𝑑𝑐
𝑑𝑡
= rate of decline of drug concentration with time
𝑉𝑚𝑎𝑥 = theoretical maximum rate of the process
𝐾𝑚= Michaelis constant
There are 3 situations can be considered upon the values of Km and C
−
𝑑𝑐
𝑑𝑡
≡
𝑉𝑚𝑎𝑥 𝐶
𝐾𝑚+𝐶
……… 𝑒𝑞𝑛 1
PLOT OF MICHAELIS MENTON EQUAION
•
2. When Km ˃˃ C
Then C approaches to zero, So Km+C= Km
Equation 1 becomes
−
𝑑𝑐
𝑑𝑡
=
𝑉𝑚𝑎𝑥 𝐶
𝐾𝑚
… … . . 𝑒𝑞𝑛 3
This equn is identical to the first order elimination of drug where Vmax/Km=Ke.
This means that the drug concentration in the body that results from usual dosage
regimens of most drugs is well below the Km of the elimination process with certain
exceptions such as phenytoin & alcohol
3. When Km ˂˂ C
Then Km approaches to zero, So Km+C=C.
Equn 1 becomes
−
𝑑𝑐
𝑑𝑡
= 𝑉𝑚𝑎𝑥 … … . . 𝑒𝑞𝑛 4
The above equn describes a zero order process means the rate process occurs at a
constant rate Vmax and is independent of drug concentration.
e.g. metabolism of ethanol
ESTIMATION OF Km & Vmax
 Processes like metabolism, renal tubular secretion
and biliary excretion can be easily defined by
assumption of 1 compartment kinetics
 The values of Km & Vmax can be calculated from
eqn 1 by plasma concentration data collected from
i.v. bolus admn
 On integration of eqn 1 and then conversion to log
form we get
 𝑙𝑜𝑔 𝐶 = log 𝐶0 +
(𝐶0−𝐶)
2.303 𝐾𝑚
−
Vmax
2.303 𝐾𝑚
……………….(eqn 5)
On plotting semilog graph b/w C and t , we get curve with terminal linear portion
having slop
Vmax
2.303 𝐾𝑚
and on back extrapolation Y intercept becomes log
𝐶0
.
SO, equn for above line will be
𝑙𝑜𝑔 𝐶 = log
𝐶0
+
Vmax
2.303 𝐾𝑚
……………….(eqn 6)
 At low plasma conc. Equn 5 &6 are identical.
Equating the both eqns and on simplification,
we get:
(𝐶0−𝐶)
2.303 𝐾𝑚
= log
𝐶0
𝐶0
…………(equn 7)
value of kmcan be obtained from above equn and
Vmax can be computed by substituting the value
of km in the slope value
DOUBLE RECIPROCAL PLOT/LINEWEAVER-
BURKE PLOT
 It the alternative approach for calculation of
Vmax & Km
 Using reciprocal of equn 1, we get
1
𝑑𝑐/𝑑𝑡
=
𝐾𝑚
𝑉𝑚𝑎𝑥 𝐶𝑚
+
1
𝑉𝑚𝑎𝑥
……….(equn 8)
Where, Cm= plasma conc at mid point of
sampling
In plot b/w 1/(dc/dt) V/S 1/Cm yields straight line
with slope= Km/Vmax and y-intercept= 1/Vmax
 Lineweaver-Burke plot is not reliable as
points are more clustered
 Other reliable plots are Hanes-Woolf Plot
& Woolf-Augustinsson-Hofstee Plot
CALCULATION OF Km& Vmax
STEADY- STATE CONCENTRATION
• If drug is administered for constant rate IV infusion/ in a multiple
dosage regimen, the steady-state conc. is given in terms of
dosing rate (DR):
DR = CssClT
• If the steady-state is reached, then the dosing rate = the rate of
decline in plasma drug conc. & if the decline occurs due to a
single capacity-limited process then above equn. become as:
• From a plot of Css v/s DR, a typical curve having a shape of
hocky-stick will be obtained
DR=
𝑉𝑚𝑎𝑥 𝐶𝑠𝑠
𝐾𝑚 +𝐶𝑠𝑠
……………..equn…1
…………………equn..
2
Curve for drug with nonlinear kinetics obtained by
plotting the steady state concentration V/S dosing rate
1.Lineweaver-Burke Plot
2.Direct Linear Plot
3.Graphical Method
……………….. (3)
#
Lineweaver-Burk Plot
On reciprocating of eq. (2) we get
1
𝐷𝑅
=
𝐾𝑚
𝑉𝑚𝑎𝑥 𝐶𝑠𝑠
+
1
𝑉𝑚𝑎𝑥
On plotting 1/DR against 1/Css, a straight line will be obtained
slope Km/Vmax & intercept 1/Vmax
Lineweaver-Burk Plot for estimation of Km and
Vmax at steady-state concentration of drug
Direct Linear Plot
DR
DR/Css
#
Graphical Method
For estimation of Km & Vmax rearranging eq. (2)
 In graph DR is plotted against DR/Css, a straight line is obtained with slope –
KM& y - intercept Vmax.
• KM& Vmax can be estimated by simultaneous eq. as
……………….. (2)
……………….. (5)
…………….…...(4)
DR=
𝑉𝑚𝑎𝑥 𝐶𝑠𝑠
𝐾𝑚 +𝐶𝑠𝑠
We get
DR= Vmax _
𝐾𝑚 𝐷𝑅
𝐶𝑠𝑠
…………………….(3)
DR1=
𝑉𝑚𝑎𝑥 𝐶𝑠𝑠1
𝐾𝑚 +𝐶𝑠𝑠1
DR2=
𝑉𝑚𝑎𝑥 𝐶𝑠𝑠2
𝐾𝑚 +𝐶𝑠𝑠2
•
• By substituting values of DR1, DR2, Css1& Css2we get value
of KM& from KMwe can found value of Vmaxat steady-state
concentration.
• From experimental observations, it shows that KMis
much less variable than Vmax.
……………….. (7)
On solving the equations, we get
Km=
𝐷𝑅2−𝐷𝑅1
𝐷𝑅1
𝐶𝑠𝑠1
−
𝐷𝑅2
𝐶𝑠𝑠2
if value of Km of any drug is known earlier, there
is no need of calculation of 2 Css values , so
single value of Css can be used to calculate
Vmax
Concept of nonlinear pharmacokinetic

Concept of nonlinear pharmacokinetic

  • 1.
    CONCEPT OF NON-LINEAR PHARMACOKINETICS BY:Kavita Bahmani Assistant Professor Department of Pharmaceutical Sciences GJUS&T, Hisar, Haryana, India
  • 2.
    CONTENTS Introduction Comparison b/w linear& non-linear pharmacokinetic Tests for detection of nonlinearity in pharmacokinetics Causes of nonlinearity Michaelis – Menten equation Estimation of Km and Vmax Estimation of Km and Vmax from steady-state concentration
  • 3.
     Linear Pharmacokinetics,the characteristic of drugs that indicates the instantaneous rate of change in drug concentration depends only on the current concentration. The half-life will remain constant, irrespective of how high the concentration  At therapeutic doses, the change in the amount of drug in the body or the change in its plasma concentration due to absorption, distribution, binding, metabolism or excretion, is proportional to its dose, whether administered as a single dose or as multiple doses.  In such situation the rate processes are said to follw first order or linear kinetics and all semilog plots of C v/s T for different doses when collected for dose administered, are superimposable. This is called principle of superposition LINEAR PHARMACOKINETICS
  • 4.
    IMPORTANT PHARMACOKINETIC FACTORS Fractionof drug absorbed/unabsorbed Ka: absorption rate constant KE: Elimination rate constant Vd: volume of distribution CLR: Renal clearance CLH: Hepatic clearance These describes the time course of a drug in the body remain unaffected by the dose i.e. Pharmacokinetics is dose-dependent
  • 5.
    NONLINEAR PHARMACOKINETICS The rateprocess of drug’s ADME are depend upon carrier or enzymes that are substrate specific, have definite capacities and are susceptible to saturation at a high drug concentration.  In such cases, an essentially first-order kinetics transform into a mixture of first-order and zero-order rate processes and the pharmacokinetic parameters are changed with the size of the administered dose. Pharmacokinetics of suchdrugsare said to be dose- dependent.Terms synonymous with itare mixed- order, nonlinear and capacity-limited kinetics.
  • 6.
    TESTS FOR DETECTIONOF NONLINEARITY IN PHARMACOKINETICS 1. Determination of steady state plasma concentration at different doses. * If the steady state conc. are directly proportional to the dose, then linearity in the kinetics exists. Such proportionality is not observable when there is nonlinearity 2. Determination of some important pharmacokinetic parameters such as fraction bioavailability, elimination half life or total systemic clearance at different doses of drug. Any change in these parameters is indicative to non-linearity which are usually constant is indicative of nonlinearity.
  • 7.
    CAUSES OF NONLINEARITY Causes of non linearity Drug Absorption Distribution Metabolism Excretion
  • 8.
    When absorption is Solubility/ dissolution of drug is rate-limited; When absorption is Carrier - mediated transport system Pre systemic gut wall / hepatic metabolism attains saturation Griseofulvin - at high concentration in intestine Ascorbic acid - saturation of transport system Propranolol, Hydrazine and verapamil Parameters affected will be F, Ka, Cmax and AUC. DRUG ABSORPTION
  • 9.
    Saturation of bindingsites on plasma proteins Saturation of tissues binding sites Phenybutazone & naproxen Thiopental & fentanyl In both cases, the free plasma conc. Increases but Vd increases only in the former case whereas it decrease in the later. DRUG DISTRIBUTION Saturation of binding sites on plasma proteins Saturation of tissues binding sites
  • 10.
    Capacity - limitedmetabolism - enzyme &/ cofactor saturation; Phenytoin; Enzyme induction - decrease in plasma concentration; Phenytoin, alcohol, theophylline etc. carbamazepine Saturation of enzymes results in decreased hepatic clearance and therefore increased steady state concentration. DRUG METABOLISM
  • 11.
    Active tubular secretionActive tubular reabsorption Penicillin G. Water soluble vitamins & Glucose. Others sources are renal excretion, changes in urine pH, nephrotoxicity and saturation of binding sites DRUG EXCRETION There are 2 process in renal excretion of a drug that are saturable.
  • 12.
    MICHAELIS MENTEN EQUATION •Best suitable for the capacity limited or saturable processes E + D ED E + M • Enzymes usually react with the substrate to form enzyme substrate complexes; then the product is formed. • The enzyme can go back to react with another substrate to form another molecule of the product.
  • 13.
    • • • • 1) when KM=C: under this situation , eq I reduces to − 𝑑𝑐 𝑑𝑡 = 𝑉𝑚𝑎𝑥 2 … … . . 𝑒𝑞𝑛 2 The rate of process is equal to half of its maximum rate. This process is represented in the plot of dc/dt vs. C. shown in fig. 1 Where - 𝑑𝑐 𝑑𝑡 = rate of decline of drug concentration with time 𝑉𝑚𝑎𝑥 = theoretical maximum rate of the process 𝐾𝑚= Michaelis constant There are 3 situations can be considered upon the values of Km and C − 𝑑𝑐 𝑑𝑡 ≡ 𝑉𝑚𝑎𝑥 𝐶 𝐾𝑚+𝐶 ……… 𝑒𝑞𝑛 1
  • 14.
    PLOT OF MICHAELISMENTON EQUAION
  • 15.
    • 2. When Km˃˃ C Then C approaches to zero, So Km+C= Km Equation 1 becomes − 𝑑𝑐 𝑑𝑡 = 𝑉𝑚𝑎𝑥 𝐶 𝐾𝑚 … … . . 𝑒𝑞𝑛 3 This equn is identical to the first order elimination of drug where Vmax/Km=Ke. This means that the drug concentration in the body that results from usual dosage regimens of most drugs is well below the Km of the elimination process with certain exceptions such as phenytoin & alcohol 3. When Km ˂˂ C Then Km approaches to zero, So Km+C=C. Equn 1 becomes − 𝑑𝑐 𝑑𝑡 = 𝑉𝑚𝑎𝑥 … … . . 𝑒𝑞𝑛 4 The above equn describes a zero order process means the rate process occurs at a constant rate Vmax and is independent of drug concentration. e.g. metabolism of ethanol
  • 16.
    ESTIMATION OF Km& Vmax  Processes like metabolism, renal tubular secretion and biliary excretion can be easily defined by assumption of 1 compartment kinetics  The values of Km & Vmax can be calculated from eqn 1 by plasma concentration data collected from i.v. bolus admn  On integration of eqn 1 and then conversion to log form we get  𝑙𝑜𝑔 𝐶 = log 𝐶0 + (𝐶0−𝐶) 2.303 𝐾𝑚 − Vmax 2.303 𝐾𝑚 ……………….(eqn 5)
  • 17.
    On plotting semiloggraph b/w C and t , we get curve with terminal linear portion having slop Vmax 2.303 𝐾𝑚 and on back extrapolation Y intercept becomes log 𝐶0 . SO, equn for above line will be 𝑙𝑜𝑔 𝐶 = log 𝐶0 + Vmax 2.303 𝐾𝑚 ……………….(eqn 6)
  • 18.
     At lowplasma conc. Equn 5 &6 are identical. Equating the both eqns and on simplification, we get: (𝐶0−𝐶) 2.303 𝐾𝑚 = log 𝐶0 𝐶0 …………(equn 7) value of kmcan be obtained from above equn and Vmax can be computed by substituting the value of km in the slope value
  • 19.
    DOUBLE RECIPROCAL PLOT/LINEWEAVER- BURKEPLOT  It the alternative approach for calculation of Vmax & Km  Using reciprocal of equn 1, we get 1 𝑑𝑐/𝑑𝑡 = 𝐾𝑚 𝑉𝑚𝑎𝑥 𝐶𝑚 + 1 𝑉𝑚𝑎𝑥 ……….(equn 8) Where, Cm= plasma conc at mid point of sampling In plot b/w 1/(dc/dt) V/S 1/Cm yields straight line with slope= Km/Vmax and y-intercept= 1/Vmax
  • 20.
     Lineweaver-Burke plotis not reliable as points are more clustered  Other reliable plots are Hanes-Woolf Plot & Woolf-Augustinsson-Hofstee Plot
  • 21.
    CALCULATION OF Km&Vmax STEADY- STATE CONCENTRATION • If drug is administered for constant rate IV infusion/ in a multiple dosage regimen, the steady-state conc. is given in terms of dosing rate (DR): DR = CssClT • If the steady-state is reached, then the dosing rate = the rate of decline in plasma drug conc. & if the decline occurs due to a single capacity-limited process then above equn. become as: • From a plot of Css v/s DR, a typical curve having a shape of hocky-stick will be obtained DR= 𝑉𝑚𝑎𝑥 𝐶𝑠𝑠 𝐾𝑚 +𝐶𝑠𝑠 ……………..equn…1 …………………equn.. 2
  • 22.
    Curve for drugwith nonlinear kinetics obtained by plotting the steady state concentration V/S dosing rate
  • 23.
  • 24.
    ……………….. (3) # Lineweaver-Burk Plot Onreciprocating of eq. (2) we get 1 𝐷𝑅 = 𝐾𝑚 𝑉𝑚𝑎𝑥 𝐶𝑠𝑠 + 1 𝑉𝑚𝑎𝑥 On plotting 1/DR against 1/Css, a straight line will be obtained slope Km/Vmax & intercept 1/Vmax
  • 25.
    Lineweaver-Burk Plot forestimation of Km and Vmax at steady-state concentration of drug
  • 26.
  • 27.
  • 28.
    For estimation ofKm & Vmax rearranging eq. (2)  In graph DR is plotted against DR/Css, a straight line is obtained with slope – KM& y - intercept Vmax. • KM& Vmax can be estimated by simultaneous eq. as ……………….. (2) ……………….. (5) …………….…...(4) DR= 𝑉𝑚𝑎𝑥 𝐶𝑠𝑠 𝐾𝑚 +𝐶𝑠𝑠 We get DR= Vmax _ 𝐾𝑚 𝐷𝑅 𝐶𝑠𝑠 …………………….(3) DR1= 𝑉𝑚𝑎𝑥 𝐶𝑠𝑠1 𝐾𝑚 +𝐶𝑠𝑠1 DR2= 𝑉𝑚𝑎𝑥 𝐶𝑠𝑠2 𝐾𝑚 +𝐶𝑠𝑠2
  • 29.
    • • By substitutingvalues of DR1, DR2, Css1& Css2we get value of KM& from KMwe can found value of Vmaxat steady-state concentration. • From experimental observations, it shows that KMis much less variable than Vmax. ……………….. (7) On solving the equations, we get Km= 𝐷𝑅2−𝐷𝑅1 𝐷𝑅1 𝐶𝑠𝑠1 − 𝐷𝑅2 𝐶𝑠𝑠2 if value of Km of any drug is known earlier, there is no need of calculation of 2 Css values , so single value of Css can be used to calculate Vmax