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Calculation of Pharmacokinetic Parameters
Although drug discovery is primarily
designed to find compounds with desired
efficacy, the choice from among multiple
compounds potentially offering efficacy
often comes down to those with the most
favorable pharmacokinetics
(Welling and Tse, 1995).
   Pharmacokinetics is defined as the
    quantitative analysis of the processes of drug
    absorption, distribution, and elimination that
    determine the time course of drug action.
   ADME Scheme
     Absorption, Distribution, Metabolism and
     Excretion
   LADME
     Inclusion of new term Liberation
     Liberation is the process of release of drug from
     the formulation
   Where is it measured?
     For in-vitro data
     In phase I studies for any new drug
     During therapeutics to adjust dose
     For toxicity studies and during poisoning
   What to measure?
     Dose
     Bio-availability
     Clearance
     Volume of distribution
     Half-life
     Area under curve
     Steady state concentration
   How to measure?
     Pharmacokinetic models
     ▪ Non compartmental
     ▪ Compartmental
     ▪ Physiological
     ▪ Bioanalytical methods

     Equipment used
     ▪ High pressure liquid chromatography
     ▪ Gas liquid chromatography
     ▪ Fluorescence polarizing immunoassay
8
   CTissue indeterminable directly  Indirect analysis
    using Cp vs Time data
   Several inter-connected compartments 
    mathematical entities
   Each compartment has pharmaco-kinetically
    similar tissues
   In graph, no. of models shown by lines with
    different slopes
   Drug administered to & eliminated from central
    compartment
                                                          9
   Non-compartmental Models
     Offers little insight into the rate or processes
      involved in drug distribution
     Mainly uses area under curve parameters

   Compartment Models
     Catenary and mammalian models
     Kinetic models to describe and predict the
      concentration-time curve
     Simplest PK compartmental model one-
      compartmental PK model with IV bolus
      administration and first-order elimination
11
   Body assumed to be one homogenous
    compartment
   Instantaneous distribution
   Elimination starts simultaneously
   Only one straight line in ln(Cp) vs time
    graph
      ke = Slope
      ln(C0) = y-intercept
      C0 = exp(y-intercept)


                                               12
   Absorption + Elimination during upstroke
   Terminal straight line portion
    Elimination)




                                               13
   One Central (1) & One Peripheral (2)
    compartment




                                           14
   Slower distribution
   Ct = A * e-αt + B * e-βt
   α = Distribution + Elimination
   β = Elimination




                                     15
   Consider absorption & distribution




                                         17
 One Central (1) + Two peripheral (2, 3)
  Compartments
 Compartment 2 & 3 not interconnected




                                            18
 Achieved by mathematically transcribing
   anatomical,
   physiological,
   physical, and chemical descriptions
  of the phenomena involved in the complex ADME
    processes
 Used to extrapolate dose, metabolism and excretion of
  drugs prior to human exposure
    For single-dose study of an immediate release product:
    For at least three elimination half-lives (cover >80% of AUC)

     • Absorption phase        : 3-4 points
     • Around Tmax             : 3-4 points
     • During elimination : 4 points

    Intervals not longer than the half-life of the drug
    Truncated AUC undesirable except in entero-hepatic recycling
    (elimination half life difficult to calculate)
    If urine tested, collect it for at least 7 half-lives
    Plasma, serum or blood?

    Collect after steady state of drug is achieved
     (5-6 t½)

    Trough or Peak concentration?

    Immediate sampling in toxicity

    Other samples (Saliva)
19/11/2008           Dept.of Pharmacology   Grant Medical College
   Most cases: Active drug substance
   Active / Inactive metabolite maybe measured in cases of:
       Concentration of drug too low
       Limitation of analytical method
       Unstable drug(s)
       Drug(s) with very short half life
       Pro-drugs
   Measurement of individual enantiomers is sometimes
    recommended for safety / efficacy purposes
   Quantity of a drug or other agent administered
    for therapeutic purposes
   Calculating drug dosages for humans based on
    the doses used in animal studies
                                               From
     weight (eg. mg/kg)                       initial
     surface area (eg. mg/m2)                 animal
   LD50 = Median lethal dose                  studies
   NOEL = No Observed Effect Level            and
                                               human
   NOAEL = No Observed Adverse Effect Level   extrapolati
   TWA = Time Weighted Average                on
   Absorption :
    passage of drug from the site of administration into
    the blood stream.

   Bioavailability :
    is defined as the amount or percentage of drug that
    is absorbed from a given dosage form and reaches
    the systemic circulation following non-vascular
    administration


                                                           25
Parameters for assessing bioavailability

   T max : time to peak plasma concentration
     depends on rate of absorption

   C max : peak plasma concentration
   AUC (area under the curve) (∫C dt): is a
                                      P


    measure of the total amount of the unaltered
    drug that reaches systemic circulation

                                                   26
40
          A                Cmax
     30
plasma        Tmax
conc.20
(μg/ml)              AUC
     10   B
          0   1      2     3      4
              Time (hrs)

                                      27
• AUC 0-t
                                                     • AUC 0-∞




For the segment from Cp2 to Cp3: AUC2-3 = Cp2 + Cp3 x (t3 - t2)
                                             2
AUC 0-∞ = AUC 0-t + Clast / k
 Describes the fraction of an administered dose of
  unchanged drug that reaches the systemic circulation
 By definition, when a medication is
  administered intravenously, its bioavailability is
  100%
“The ratio of areas beneath the blood level-time curves
after oral administration to that following intravenous administration of
the same dose is a measure of the absorption of the drug administered”




                                                       Nimodipine AUC
                                                       Oral : 1.17 %
                                                       Nasal : 67.4 %




                                                      www.chinaphar.com
Apparent volume of distribution is the
theoretical volume that would have to be
available for drug to disperse in if the
concentration everywhere in the body were the
same as that in the plasma or serum, the place
where drug concentration sampling generally
occurs.
   VD is a theoretical Volume and
    determines the loading dose
   Clearance is a constant and determines
    the maintenance dose
   CL = kVD
   CL and VD are independent variables
   k is a dependent variable
Volume of Distribution, Clearance and
     Elimination Rate Constant
V




         Volume 100 L

                        Clearance
                         10 L/hr
Volume of Distribution, Clearance and
     Elimination Rate Constant
V
          V2
     Cardiac and
    Skeletal Muscle

            Volume 100 L (Vi)

                           Clearance
                            10 L/hr
V2
 Cardiac and
Skeletal Muscle
    V
         Volume 100 L (Vi)

                        Clearance
                         10 L/hr



             Volume of Distribution =

                    Dose_______
             Plasma Concentration
V2
 Cardiac and
Skeletal Muscle
    V
         Volume 100 L (Vi)

                       Clearance
                        10 L/hr



                Clearance =
Volume of blood cleared of drug per unit time
V2
  Cardiac and
 Skeletal Muscle
     V
          Volume 100 L (Vi)

                         Clearance
                          10 L/hr


Clearance = 10 L/hr
Volume of Distribution = 100 L
What is the Elimination Rate Constant (k) ?
CL = kV
        k = 10 Lhr -1 = 0.1 hr -1
            100 L

10 % of the “Volume” is cleared (of drug) per hour
k = Fraction of drug in the body removed per hour
CL = kV
If V increases then k must decrease as
CL is constant
   An abstract concept

   Gives information on HOW the drug is
    distributed in the body

   Used to calculate a loading dose
Loading Dose

Dose = Cp(Target) x VD
   What Is the is the loading dose required
    for drug A if;

     Target concentration is 10 mg/L
     VD is 0.75 L/kg
     Patients weight is 75 kg
   Dose = Target Concentration x VD
   VD = 0.75 L/kg x 75 kg = 56.25 L
   Target Conc. = 10 mg/L
   Dose = 10 mg/L x 56.25 L
        = 565 mg
   This would probably be rounded to 560 or even
    500 mg.
   Ability of organs of elimination (e.g.
    kidney, liver to “clear” drug from the
    bloodstream
   Volume of fluid which is completely
    cleared of drug per unit time
   Units are in L/hr or L/hr/kg
   Pharmacokinetic term used in
    determination of maintenance doses
   Major Factors
     Drug delivery α Q
     Extraction Ratio (ER) = (Cin – Cout) / Cin




                                                   46
Total Body Clearance

  ClTotal = ClHepatic + ClRenal + ClOthers

  ClTotal = aVd * Ke

  ClTotal = Dose / AUC



                                              47
RCR = ClDrug / ClCreatinine




                              48
   Maintenance Dose = CL x CpSSav
   CpSSav is the target average steady state drug
    concentration

   The units of CL are in L/hr or L/hr/kg

   Maintenance dose will be in mg/hr so for total
    daily dose will need multiplying by 24
   What maintenance dose is required for
    drug A if;

     Target average SS concentration is 10 mg/L
     CL of drug A is 0.015 L/kg/hr
     Patient weighs 75 kg
   Maintenance Dose = CL x CpSSav

   CL = 0.015 L/hr/kg x 75 = 1.125 L/hr

   Dose = 1.125 L/hr x 10 mg/L
    = 11.25 mg/hr

   So will need 11.25 x 24 mg per day
    = 270 mg
   Half-life is the time taken for the drug
    concentration to fall to half its original
    value
   The elimination rate constant (k) is the
    fraction of drug in the body which is
    removed per unit time.
Biological half-life
 Time it takes for the blood plasma concentration of a
  substance to halve ("plasma half-life") its steady-state
 First-order elimination
   Proportional to the initial concentration of the drug A0 and inversely
    proportional to the zero-order rate constant k0



   Logarithmic process
   Fall in plasma concentration:


    Ct is concentration after time t
    C0 is the initial concentration (t=0)
    k is the elimination rate constant
   The relationship between the elimination rate constant
    and half-life is given by the following equation:



   Half-life is determined by clearance (CL) and volume of
    distribution (VD)



   In clinical practice, this means that it takes 4 to 5 times the half-
    life for a drug's serum concentration to reach steady state after
    regular dosing is started, stopped, or the dose changed.
Drug Concentration
C1


                Exponential decay
                     dC/dt  C
                         = -k.C
C2



                                  Time
Log Concn.
   C0

C0/2
         t1/2

                     t1/2

                                  t1/2


                                            Time
               Time to eliminate ~ 4 t1/2
Integrating:
     Cp2 = Cp1           .e -kt

 Logarithmic transform:
         lnC2= lnC1 - kt
      logC2 = logC1 - kt/2.303
 Elimination Half-Life:
          t1/2 = ln2/k

       t1/2 = 0.693/k
 Steady-state occurs after a drug has been given
  for approximately five elimination half-lives.
 At steady-state the rate of drug administration
  equals the rate of elimination and plasma
  concentration - time curves found after each
  dose should be approximately superimposable.
Accumulation to Steady State
 100 mg given every half-life

                            194 …       200
                    187.5
              175
        150

  100
                               97   …         100
                     87.5 94
               75
        50
   Rate in = Rate Out

   Reached in 4 – 5 half-lives (linear kinetics)

   Important when interpreting drug
    concentrations in TDM or assessing
    clinical response
   Develops ADMET modeling and simulation
    software
     GastroPlusTM predicts the absorption,
      pharmacokinetics, for drugs administered orally.
     ADMET Predictor TM  Estimate kinetics based on
      chemical structure
     ClassPharmerTM  Estimate screening data analysis
     DDDPlusTM  simulates the in vitro disintegration
      and dissolution of solid dosage forms
   Metabolism
     Human liver microsomes
      Human intestinal microsomes
      Human kidney microsomes
      Human hepatocytes
      Recombinant CYP and UGT enzymes
   PK profiles
     Prediction of volume of distribution based on lipophilicity,
      ionisation, protein binding and tissue composition
   Drug – drug interactions
     Competitive enzyme inhibition (including auto-inhibition)
      Enzyme-induction (including auto-induction)
   Continuous line of heterogeneous human
    epithelial colorectal adenocarcinoma cells
   When cultured under specific conditions the cells become
    differentiated and polarized such that their phenotype,
    resembles the enterocytes lining the small intestine
   Used as a model to estimate absorption of drugs at pre-
    clinical stage of development
   Other cell cultures with expression of transporters and
    enzymes are used in calculation of PK parameters
   E.g.: P-glycoprotein (ABCB1) and BCRP (ABCG2)
HPLC

Colorimeter

Spectrophotometer

Spectrophotofluorimeter

GLC

Flame photometry


   19/11/2008             Dept.of Pharmacology   Grant Medical College
    High ER (Liver, Blood, Lungs) indicates high
     PRE-SYSTEMIC ELIMINATION
    (Lidocaine in liver)

   Maximal clearance = Blood flow




                                                    69

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Aaditya- calculation of pk parameters

  • 2. Although drug discovery is primarily designed to find compounds with desired efficacy, the choice from among multiple compounds potentially offering efficacy often comes down to those with the most favorable pharmacokinetics (Welling and Tse, 1995).
  • 3. Pharmacokinetics is defined as the quantitative analysis of the processes of drug absorption, distribution, and elimination that determine the time course of drug action.
  • 4. ADME Scheme  Absorption, Distribution, Metabolism and Excretion  LADME  Inclusion of new term Liberation  Liberation is the process of release of drug from the formulation
  • 5. Where is it measured?  For in-vitro data  In phase I studies for any new drug  During therapeutics to adjust dose  For toxicity studies and during poisoning
  • 6. What to measure?  Dose  Bio-availability  Clearance  Volume of distribution  Half-life  Area under curve  Steady state concentration
  • 7. How to measure?  Pharmacokinetic models ▪ Non compartmental ▪ Compartmental ▪ Physiological ▪ Bioanalytical methods  Equipment used ▪ High pressure liquid chromatography ▪ Gas liquid chromatography ▪ Fluorescence polarizing immunoassay
  • 8. 8
  • 9. CTissue indeterminable directly  Indirect analysis using Cp vs Time data  Several inter-connected compartments  mathematical entities  Each compartment has pharmaco-kinetically similar tissues  In graph, no. of models shown by lines with different slopes  Drug administered to & eliminated from central compartment 9
  • 10. Non-compartmental Models  Offers little insight into the rate or processes involved in drug distribution  Mainly uses area under curve parameters  Compartment Models  Catenary and mammalian models  Kinetic models to describe and predict the concentration-time curve  Simplest PK compartmental model one- compartmental PK model with IV bolus administration and first-order elimination
  • 11. 11
  • 12. Body assumed to be one homogenous compartment  Instantaneous distribution  Elimination starts simultaneously  Only one straight line in ln(Cp) vs time graph ke = Slope ln(C0) = y-intercept C0 = exp(y-intercept) 12
  • 13. Absorption + Elimination during upstroke  Terminal straight line portion Elimination) 13
  • 14. One Central (1) & One Peripheral (2) compartment 14
  • 15. Slower distribution  Ct = A * e-αt + B * e-βt  α = Distribution + Elimination  β = Elimination 15
  • 16.
  • 17. Consider absorption & distribution 17
  • 18.  One Central (1) + Two peripheral (2, 3) Compartments  Compartment 2 & 3 not interconnected 18
  • 19.  Achieved by mathematically transcribing  anatomical,  physiological,  physical, and chemical descriptions of the phenomena involved in the complex ADME processes  Used to extrapolate dose, metabolism and excretion of drugs prior to human exposure
  • 20. For single-dose study of an immediate release product:  For at least three elimination half-lives (cover >80% of AUC) • Absorption phase : 3-4 points • Around Tmax : 3-4 points • During elimination : 4 points  Intervals not longer than the half-life of the drug  Truncated AUC undesirable except in entero-hepatic recycling (elimination half life difficult to calculate)  If urine tested, collect it for at least 7 half-lives
  • 21. Plasma, serum or blood?  Collect after steady state of drug is achieved (5-6 t½)  Trough or Peak concentration?  Immediate sampling in toxicity  Other samples (Saliva) 19/11/2008 Dept.of Pharmacology Grant Medical College
  • 22. Most cases: Active drug substance  Active / Inactive metabolite maybe measured in cases of:  Concentration of drug too low  Limitation of analytical method  Unstable drug(s)  Drug(s) with very short half life  Pro-drugs  Measurement of individual enantiomers is sometimes recommended for safety / efficacy purposes
  • 23.
  • 24. Quantity of a drug or other agent administered for therapeutic purposes  Calculating drug dosages for humans based on the doses used in animal studies From  weight (eg. mg/kg) initial  surface area (eg. mg/m2) animal  LD50 = Median lethal dose studies  NOEL = No Observed Effect Level and human  NOAEL = No Observed Adverse Effect Level extrapolati  TWA = Time Weighted Average on
  • 25. Absorption : passage of drug from the site of administration into the blood stream.  Bioavailability : is defined as the amount or percentage of drug that is absorbed from a given dosage form and reaches the systemic circulation following non-vascular administration 25
  • 26. Parameters for assessing bioavailability  T max : time to peak plasma concentration  depends on rate of absorption  C max : peak plasma concentration  AUC (area under the curve) (∫C dt): is a P measure of the total amount of the unaltered drug that reaches systemic circulation 26
  • 27. 40 A Cmax 30 plasma Tmax conc.20 (μg/ml) AUC 10 B 0 1 2 3 4 Time (hrs) 27
  • 28.
  • 29. • AUC 0-t • AUC 0-∞ For the segment from Cp2 to Cp3: AUC2-3 = Cp2 + Cp3 x (t3 - t2) 2 AUC 0-∞ = AUC 0-t + Clast / k
  • 30.  Describes the fraction of an administered dose of unchanged drug that reaches the systemic circulation  By definition, when a medication is administered intravenously, its bioavailability is 100%
  • 31. “The ratio of areas beneath the blood level-time curves after oral administration to that following intravenous administration of the same dose is a measure of the absorption of the drug administered” Nimodipine AUC Oral : 1.17 % Nasal : 67.4 % www.chinaphar.com
  • 32. Apparent volume of distribution is the theoretical volume that would have to be available for drug to disperse in if the concentration everywhere in the body were the same as that in the plasma or serum, the place where drug concentration sampling generally occurs.
  • 33. VD is a theoretical Volume and determines the loading dose  Clearance is a constant and determines the maintenance dose  CL = kVD  CL and VD are independent variables  k is a dependent variable
  • 34. Volume of Distribution, Clearance and Elimination Rate Constant V Volume 100 L Clearance 10 L/hr
  • 35. Volume of Distribution, Clearance and Elimination Rate Constant V V2 Cardiac and Skeletal Muscle Volume 100 L (Vi) Clearance 10 L/hr
  • 36. V2 Cardiac and Skeletal Muscle V Volume 100 L (Vi) Clearance 10 L/hr Volume of Distribution = Dose_______ Plasma Concentration
  • 37. V2 Cardiac and Skeletal Muscle V Volume 100 L (Vi) Clearance 10 L/hr Clearance = Volume of blood cleared of drug per unit time
  • 38. V2 Cardiac and Skeletal Muscle V Volume 100 L (Vi) Clearance 10 L/hr Clearance = 10 L/hr Volume of Distribution = 100 L What is the Elimination Rate Constant (k) ?
  • 39. CL = kV k = 10 Lhr -1 = 0.1 hr -1 100 L 10 % of the “Volume” is cleared (of drug) per hour k = Fraction of drug in the body removed per hour
  • 40. CL = kV If V increases then k must decrease as CL is constant
  • 41. An abstract concept  Gives information on HOW the drug is distributed in the body  Used to calculate a loading dose
  • 42. Loading Dose Dose = Cp(Target) x VD
  • 43. What Is the is the loading dose required for drug A if;  Target concentration is 10 mg/L  VD is 0.75 L/kg  Patients weight is 75 kg
  • 44. Dose = Target Concentration x VD  VD = 0.75 L/kg x 75 kg = 56.25 L  Target Conc. = 10 mg/L  Dose = 10 mg/L x 56.25 L  = 565 mg  This would probably be rounded to 560 or even 500 mg.
  • 45. Ability of organs of elimination (e.g. kidney, liver to “clear” drug from the bloodstream  Volume of fluid which is completely cleared of drug per unit time  Units are in L/hr or L/hr/kg  Pharmacokinetic term used in determination of maintenance doses
  • 46. Major Factors  Drug delivery α Q  Extraction Ratio (ER) = (Cin – Cout) / Cin 46
  • 47. Total Body Clearance  ClTotal = ClHepatic + ClRenal + ClOthers  ClTotal = aVd * Ke  ClTotal = Dose / AUC 47
  • 48. RCR = ClDrug / ClCreatinine 48
  • 49. Maintenance Dose = CL x CpSSav  CpSSav is the target average steady state drug concentration  The units of CL are in L/hr or L/hr/kg  Maintenance dose will be in mg/hr so for total daily dose will need multiplying by 24
  • 50. What maintenance dose is required for drug A if;  Target average SS concentration is 10 mg/L  CL of drug A is 0.015 L/kg/hr  Patient weighs 75 kg
  • 51. Maintenance Dose = CL x CpSSav  CL = 0.015 L/hr/kg x 75 = 1.125 L/hr  Dose = 1.125 L/hr x 10 mg/L = 11.25 mg/hr  So will need 11.25 x 24 mg per day = 270 mg
  • 52. Half-life is the time taken for the drug concentration to fall to half its original value  The elimination rate constant (k) is the fraction of drug in the body which is removed per unit time.
  • 53. Biological half-life  Time it takes for the blood plasma concentration of a substance to halve ("plasma half-life") its steady-state  First-order elimination  Proportional to the initial concentration of the drug A0 and inversely proportional to the zero-order rate constant k0  Logarithmic process  Fall in plasma concentration: Ct is concentration after time t C0 is the initial concentration (t=0) k is the elimination rate constant
  • 54. The relationship between the elimination rate constant and half-life is given by the following equation:  Half-life is determined by clearance (CL) and volume of distribution (VD)  In clinical practice, this means that it takes 4 to 5 times the half- life for a drug's serum concentration to reach steady state after regular dosing is started, stopped, or the dose changed.
  • 55. Drug Concentration C1 Exponential decay dC/dt  C = -k.C C2 Time
  • 56. Log Concn. C0 C0/2 t1/2 t1/2 t1/2 Time Time to eliminate ~ 4 t1/2
  • 57. Integrating: Cp2 = Cp1 .e -kt Logarithmic transform: lnC2= lnC1 - kt logC2 = logC1 - kt/2.303 Elimination Half-Life: t1/2 = ln2/k t1/2 = 0.693/k
  • 58.  Steady-state occurs after a drug has been given for approximately five elimination half-lives.  At steady-state the rate of drug administration equals the rate of elimination and plasma concentration - time curves found after each dose should be approximately superimposable.
  • 59. Accumulation to Steady State 100 mg given every half-life 194 … 200 187.5 175 150 100 97 … 100 87.5 94 75 50
  • 60. Rate in = Rate Out  Reached in 4 – 5 half-lives (linear kinetics)  Important when interpreting drug concentrations in TDM or assessing clinical response
  • 61.
  • 62. Develops ADMET modeling and simulation software  GastroPlusTM predicts the absorption, pharmacokinetics, for drugs administered orally.  ADMET Predictor TM  Estimate kinetics based on chemical structure  ClassPharmerTM  Estimate screening data analysis  DDDPlusTM  simulates the in vitro disintegration and dissolution of solid dosage forms
  • 63. Metabolism  Human liver microsomes Human intestinal microsomes Human kidney microsomes Human hepatocytes Recombinant CYP and UGT enzymes  PK profiles  Prediction of volume of distribution based on lipophilicity, ionisation, protein binding and tissue composition  Drug – drug interactions  Competitive enzyme inhibition (including auto-inhibition) Enzyme-induction (including auto-induction)
  • 64.
  • 65.
  • 66. Continuous line of heterogeneous human epithelial colorectal adenocarcinoma cells  When cultured under specific conditions the cells become differentiated and polarized such that their phenotype, resembles the enterocytes lining the small intestine  Used as a model to estimate absorption of drugs at pre- clinical stage of development  Other cell cultures with expression of transporters and enzymes are used in calculation of PK parameters  E.g.: P-glycoprotein (ABCB1) and BCRP (ABCG2)
  • 67.
  • 68. HPLC Colorimeter Spectrophotometer Spectrophotofluorimeter GLC Flame photometry 19/11/2008 Dept.of Pharmacology Grant Medical College
  • 69. High ER (Liver, Blood, Lungs) indicates high PRE-SYSTEMIC ELIMINATION (Lidocaine in liver)  Maximal clearance = Blood flow 69