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Bioavailability and  Bioequivalence Assessment ,[object Object],[object Object],[object Object],[object Object],Pharmacon 2007 Congress,  Dubrovnik May, 22-27, 2007
SUMMARY ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Patent EQUIVALENCE BETWEEN CLINICAL TRIAL AND MARKET FORMULATIONS
  APPROVAL  PATENT EXCLUSIVITY     EXPIRATION M.A. APPLICATION INNOVATOR MANUFACTURER EF FICACY SAFETY SPECIFICATIONS FORMULATION QUALITY AND PERFORMANCE ESSENTIAL SIMILARITY TIME SECOND  APPLICANTS VARIATIONS ESSENTIAL SIMILARITY ESSENTIAL SIMILARITY
CATENARY CHAIN TYPE OF MODEL FOR  IV/IV and PK/PD Effect Compt Dose  IV/IV Correlation PK/PD  Relationship Metabolite(s) Tissue binding Solution Plasma concentration Urine Surrogate end-points Main clinical end-point PK  surrogate
Definition of Bioavailability ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],* this is because of  the possibility of non systemic administration/action
Dissolution, Intestinal absorption and pre-systemic elimination processes for an orally administered solid dosage form Dose  Metabolic site (gut wall, liver ) Solution dissolution Pre-systemic  elimination Absolute or  Pharmacological  Bioavailability Relative or  Pharmaceutical Bioavailability absorption permeation Plasma concentration
ABSOLUTE, RELATIVE BIOAVAILABILITY ACCORDING TO SITES OR PROCESSES OF LOSS BIOAVAILABLE DOSE: F.F*.D DOSAGE FORM delivery   DRUG IN  G.I. FLUIDS dissolution DRUG IN SOLUTION AT THE   uptake SITES removal G.I . TRACT GUT WALL PORTAL VEIN LIVER GENERAL CIRCULATION SITE OF MEASUREMENT 1-F G 1-F H 1-F F* = F G .F H
Definition of bioequivalence ,[object Object],[object Object],[object Object],[object Object]
FITTED  CURVES  TO  MEAN  ALLOPURINOL  AND  OXYPURINOL  PLASMA  CONCENTRATIONS:  TREATMENTS  U  AND  Z Allopurinol   Oxypurinol Time (h) Plasma Conc. (mg/ L) t max C max AUC
[object Object],[object Object],[object Object],[object Object],[object Object],Therapeutic   equivalence
RELATIONSHIP BETWEEN DIFFERENT DEFINITIONS  ESSENTIAL SIMILARITY SAME DOSE FORM SUBSTANCE BIOEQUIVALENCE BIOAVAILABILITY SAME ACTIVE MOIETY THERAPEUTIC  EQUIVALENCE PHARM. EQUIVALENCE SAME DOSE FORM SUBSTANCE (different excipients & manufacture) PHARM. ALTERNATIVE DIFFERENT DOSE FORM CHEMISTRY
Extension of the essential similarity definition ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Directive of the European Parliament  27/2004/EC   amending Directive 2001/83/EC on the Community code relating to medicinal products for human use ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Extension of the essential similarity definition The extension of the essential similarity definition to other chemical forms, including isomers, and to all oral immediate release pharmaceutical forms entails a sizeable risk, even if bioequivalence is demonstrated according to the relevant guidelines and the safety of the counter ion in the case of salts is ensured.
Extension of the essential similarity definition There are too many uncontrolled events in the way the body handles these substances that cannot be pinned down by just a human pharmacokinetic or a safety animal study. In the absence of hard scientific evidence this definition entails unknown risks.
RELATIONSHIP BETWEEN DIFFERENT DEFINITIONS  ESSENTIAL SIMILARITY SAME DOSE FORM SUBSTANCE BIOEQUIVALENCE BIOAVAILABILITY PHARM. EQUIVALENCE SAME DOSE FORM SUBSTANCE (different excipients & manufacture) PHARM. ALTERNATIVE DIFFERENT DOSE FORM CHEMISTRY SAME ACTIVE MOIETY NEW DEFINITION OF  GENERIC MED. PRODUCT
Note for Guidance on the Investigation of Bioavailability and Bioequivalence CPMP/EWP/QWP/1401/98 –  26 July de 2001 Immediate Release Medicinal Products
Note for Guidance on the Investigation of Bioavailability and Bioequivalence (NfG on BA/BE) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Note for Guidance on the Investigation of Bioavailability and Bioequivalence (NfG on BA/BE) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Note for Guidance on the Investigation of Bioavailability and Bioequivalence (NfG on BA/BE) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Sections under revision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
3.2. Subjects  (related to HVD) SUBJECTS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Patients It is generally believed that high inter-subject variability increases intra-subject variability due to imperfect performance of ANOVA
3.2.2. Standardisation of the Study ,[object Object],[object Object],Minimisation of variability associated with controllable factors  Conditions Medication Posture and physical activity
[object Object],Standardisation of bioequivalence studies with regard to food intake. How strictly should the Guideline be interpreted? Q &A document
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Standardisation of bioequivalence studies with regard to food intake. How strictly should the Guideline be interpreted? Q &A document
Standardisation with regard to food intake. ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],Standardisation with regard to food intake.
Standardisation with regard to food intake. ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],Lansoprazole Case Study
Lansoprazole Case Study Point estimate (90% CI) 0.82 (0.70-0.97) 0.97 (0.80-1.17) C max 1.03 (0.92-1.15) 1.02 (0.89-1.18) AUC inf 0.95 (0.86-1.04) 1.03 (0.89-1.18) AUC 0-t Fed (low-fat)  Fasted
Health concerns Only BE under fasted conditions. Not BE  under  low-fat  fed conditions Moreover, effect of  high-fat  may well be greater Conclusion Dose-dumping can not be excluded => additional BE study under high-fat conditions needed. Lansoprazole Case Study
[object Object],Lansoprazole Case Study A pH of ~5.0 is at the limit of gastro-resistance  but it is still high enough not to degrade omeprazole
Just to remember… ,[object Object],Administered breakfast: 100 g bread, 10 g butter, 20 g cheese, 200 mL oranje juice, 200 mL whole milk Total caloric content: Fat: 40% Protein: 12% Carbohydrates: 49%  FDA’s Guidance on food effect High Fat/caloric meal Total caloric content: Fat: 50% Protein:  ~ 15% Carbohydrates: ~25% Lansoprazole Case Study 10%
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Dose Dumping is probably not an issue Lansoprazole Case Study
3.3. Characteristics to be investigated Conditions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Modelling: not granted unless validated ,[object Object],[object Object],[object Object],[object Object],Pharmacodynamic effects
Bioavailability/Bioequivalence Study  Último tempo de amostragem AUC 0-t AUC t-  t max C max 16,91 14,0 5,68 20,97 26,19 31,94 36,81 47,96 64,39 91,21 104,28 114,80 119,27 127,98 116,86 78,47 0,00 Conc. Tramadol (ng/mL) 24,0 13,0 12,0 11,0 10,0 8,00 6,00 4,00 3,00 2,50 2,00 1,50 1,00 0,66 0,00 Tempo (horas)
Ln C= Ln C e  - k e t Cálculo do k e regressão linear com os pontos terminais do gráfico Ln concentração vs tempo t 1/2 =(ln2)/k e = 4,79h Bioavailability/Bioequivalence Study  16,91 14,0 5,68 20,97 26,19 31,94 36,81 47,96 64,39 91,21 104,28 114,80 119,27 127,98 116,86 78,47 0,00 Conc. Tramadol (ng/mL) 24,0 13,0 12,0 11,0 10,0 8,00 6,00 4,00 3,00 2,50 2,00 1,50 1,00 0,66 0,00 Tempo (horas)
Bioavailability/Bioequivalence Study  Extent of absorption: AUC C max time Plasma Concentration t max C max AUC Rate of absorption: C max   t max AUC  dif. C max   same time Plasma Concentration t max C max AUC AUC  same C max   dif. C max t max
[object Object],[object Object],[object Object],Q &A document
[object Object],[object Object],[object Object],[object Object],[object Object],When should metabolite data be used  to establish bioequivalence?
[object Object],[object Object],[object Object],[object Object],When should metabolite data be used  to establish bioequivalence?
Metabolite Case Study Conclusion:  BE is declared on the basis of the analyte that is quantified with most  reliability, but the other species has to comply with wider acceptance limits. According to a more strict view, if bioequivalence cannot be established for  the parent  compound, then the test is not bioequivalent to the reference 83,0 – 109 76.3 – 98.2 C max 96.2 – 118  77,1 – 99,0 AUC 0-  96,1 – 124 76.1 – 99.5 AUC 0-t (  -hidroxi-simvastatine) Simvastatine  90% CI (%) for GMR Test/Reference
3.6. Data analysis Statistical analysis Based upon 90% Conf. Interval of Ratio of population means (T/R) equivalent to null hypothesis of bioinequivalence at the 5% significance level ,[object Object],[object Object],[object Object],[object Object],[object Object],t max  untransformed, non parametric analysis technique Summary statistics for PK parameters
 
ANOVA TABLE Source of variation df SS MS=SS/df F P Subjects 11 1.5845       Sequences 1 0.0012 0.0012 0.008 0.93 Subject within sequence 10 1.5833       Periods 1 0.2441 0.2441 8.360 0.02 Formulations 1 0.0305 0.0305 1.045 0.33 Residual 10 0.2915 s 2  =0.0292     Total 23 2.1510      
Statistical analysis example -hydrochlorothiazide [84,5 – 106]% 94,7% AUC 0-inf   [87,6 – 106]% 96,8% AUC 0-t   [85,3 – 101]% 93,0% C max 90% CI  T  /   R   Parameter
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],CONFIDENCE INTERVAL (CI) APPROACH
Performance of CI approach 75  80  100  125  133  1 1 2 2 3 4
Performance of CI approach Nightingale and Morrison, JAMA 258: 1200-1204, 1987
Performance of CI approach J.E. Henney, JAMA 282: 1995, 1999 For 127 in vivo bioequivalence studies
3.6. Data analysis:  only average BE is considered 3.6.2.Acceptance range ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],t max  difference Statistical evaluation of t max  only makes sense if there is a clinically relevant claim for rapid release or action or signs related to adverse effects.  The non-parametric 90% confidence interval for this measure of relative bioavailability should lie within a clinically determined range . ,[object Object],[object Object],[object Object]
[object Object],Q &A document
Widening of Cmax acceptance range ,[object Object]
Widening of Cmax acceptance range ,[object Object]
[object Object],[object Object],[object Object],Widening of Cmax acceptance range
[object Object],[object Object],[object Object],Q &A document  Outliers. When can subjects classified as outliers be excluded from the analysis in bioequivalence studies?
[object Object],Q &A document Exclusion of outliers
[object Object],[object Object],Exclusion of outliers
[object Object],[object Object],[object Object],Exclusion of outliers
[object Object],[object Object],[object Object],[object Object],[object Object],Q &A document In which cases may a non-parametric  statistical model be used?
[object Object],[object Object],Use of non-parametric statistical model
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],HIGHLY VARIABLE DRUGS (HVD)
Highly Variable Example Exemplo: Teste vs. Referência em 36 voluntários para um fármaco com elevada variabilidade (C.V. >60%) 1.21 1.33 Limite superior 0.87 0.83 Limite inferior Intervalo Confiança a 90% 1.01 1.05 Razão das médias geom.(Teste/Referência) 79  ±  48 212  ±  129 Referência 80  ±  62 224  ±  146 Teste C max AUC Estudo de Biodisponibilidade / Bioequivalência
M. Tanguay et al., AAPS Abstract, Novembro 2002 (Dados obtidos a partir de 800 estudos em jejum) Bioavailability/Bioequivalence Study  62% >30% 26% 20-30%  10% 10-20% 6% < 10% Non Bioequivalent studies(%) Intra-individual CV%
[object Object],[object Object],HIGHLY VARIABLE DRUGS (HVD)
Probability that 90% CI falls within 80 – 125% in a 2-way cross-over for CV=15% and 30% with  20  subjects 100% 45% CV=15% CV=30% N=88 subjects
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],HIGHLY VARIABLE DRUGS (HVD) There is controversy over clinical or statistical criteria
Steady State Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Omeprazole : delayed release formulation ,[object Object],[object Object]
Pharmacokinetics of Omeprazole after single and multiple oral dose: Clear proof of non-linearity after repeated doses: Omeprazole CMD referral (Andersson T et al: Drug Invest 1991) 4.92 2.14 1.51 0.79 0.46 0.24 Repeated oral doses 1.79 0.98 0.89 0.52 0.38 0.25 Single oral dose AUC  (µmol/lxh) Cmax (µmol/l) AUC  (µmol/lxh) Cmax (µmol/l) AUC  (µmol/lxh) Cmax (µmol/l) 40 mg 20 mg 10 mg 2.82 1.69 1.21 2.66 1.63 1.15 1.17 AUC Ratios 40 mg 20 mg 10 mg 40 mg : 10 mg 20 mg : 10 mg 40 mg : 10 mg 20 mg : 10 mg Day 5 : Day 1 Day 5 Day 1
Reduced degradation of omeprazole by gastric acid – the evidence: Omeprazole CMD referral Increase of AUC after 5 days with i.v. administration Increase of AUC after 5 days with oral administration (Andersson T et al: 1991) (Cederberg C et al: 1992) 2.82 1.69 1.21 AUC Ratios 40 mg 20 mg 10 mg Dose Day 5 : Day 1 Oral 1.88 1.88 1.18 AUC Ratios 1.88 8.14 1.17 AUC -  day 5 1.00 4.32 0.99 AUC -  day 1 20 mg  oral 40 mg  i.v. 10 mg  i.v. µmolxh/l
Omeprazole CMD referral Conclusions: ▪ There is a significant increase of C max  and AUC in omeprazole kinetics over time which is not only caused by inhibition of drug metabolising enzymes but also by reduced acid degradation. ▪ Therefore, the acid resistant properties of a formulation need to be tested not only in single-dose studies, but also in multiple-dose studies mimicking the pH environment of a prolonged administration of the drug
Steady-state extrapolation example ,[object Object],[object Object]
Steady-state extrapolation example Single dose data modelled as a 2 compt model with 1st order input and a lag time
Steady-state extrapolation example Steady state extrapolation using  2 compt model with terminal t 1/2 = 12 h Steady state extrapolation using 2 compt model with terminal t 1/2 = 144 h for T and 111 h for R It is concluded that the single-dose AUC 0-∞  underestimates the amount absorbed in both formulations and, in future studies, a longer measurement should be made.
Steady-state extrapolation with food effect The above simulation allows quantifying the magnitude of the underestimation of the food-induced increase in Cmax
Steady-state extrapolation with food effect Simulated placebo corrected profiles for systolic blood pressure responses to 1. single dose under fed & fasted conditions 2. steady state after high fat meal
[object Object],[object Object],[object Object],Steady-state extrapolation with food effect
5.4. Dose proportionality in immediate release  oral dosage forms  ,[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],5.4. Dose proportionality in immediate release  oral dosage forms
[object Object],[object Object],5.4. Dose proportionality in immediate release  oral dosage forms
Dose proportionality ,[object Object],[object Object],[object Object],[object Object]
Figure 1:  Plot of AUC vs. dose for a drug that exhibit non-linear pharmacokinetic characteristics resulting in greater than proportional increases in AUC with increases in dose.  Figure 2:  Plot of AUC vs. dose for a drug that exhibit non-linear pharmacokinetic characteristics resulting in less than proportional increases in AUC with increases in dose. Dose proportionality
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Bioavailability and bioequivalence – problems and pitfalls

  • 1.
  • 2.
  • 3. Patent EQUIVALENCE BETWEEN CLINICAL TRIAL AND MARKET FORMULATIONS
  • 4. APPROVAL PATENT EXCLUSIVITY EXPIRATION M.A. APPLICATION INNOVATOR MANUFACTURER EF FICACY SAFETY SPECIFICATIONS FORMULATION QUALITY AND PERFORMANCE ESSENTIAL SIMILARITY TIME SECOND APPLICANTS VARIATIONS ESSENTIAL SIMILARITY ESSENTIAL SIMILARITY
  • 5. CATENARY CHAIN TYPE OF MODEL FOR IV/IV and PK/PD Effect Compt Dose IV/IV Correlation PK/PD Relationship Metabolite(s) Tissue binding Solution Plasma concentration Urine Surrogate end-points Main clinical end-point PK surrogate
  • 6.
  • 7. Dissolution, Intestinal absorption and pre-systemic elimination processes for an orally administered solid dosage form Dose Metabolic site (gut wall, liver ) Solution dissolution Pre-systemic elimination Absolute or Pharmacological Bioavailability Relative or Pharmaceutical Bioavailability absorption permeation Plasma concentration
  • 8. ABSOLUTE, RELATIVE BIOAVAILABILITY ACCORDING TO SITES OR PROCESSES OF LOSS BIOAVAILABLE DOSE: F.F*.D DOSAGE FORM delivery DRUG IN G.I. FLUIDS dissolution DRUG IN SOLUTION AT THE uptake SITES removal G.I . TRACT GUT WALL PORTAL VEIN LIVER GENERAL CIRCULATION SITE OF MEASUREMENT 1-F G 1-F H 1-F F* = F G .F H
  • 9.
  • 10. FITTED CURVES TO MEAN ALLOPURINOL AND OXYPURINOL PLASMA CONCENTRATIONS: TREATMENTS U AND Z Allopurinol Oxypurinol Time (h) Plasma Conc. (mg/ L) t max C max AUC
  • 11.
  • 12. RELATIONSHIP BETWEEN DIFFERENT DEFINITIONS ESSENTIAL SIMILARITY SAME DOSE FORM SUBSTANCE BIOEQUIVALENCE BIOAVAILABILITY SAME ACTIVE MOIETY THERAPEUTIC EQUIVALENCE PHARM. EQUIVALENCE SAME DOSE FORM SUBSTANCE (different excipients & manufacture) PHARM. ALTERNATIVE DIFFERENT DOSE FORM CHEMISTRY
  • 13.
  • 14.
  • 15. Extension of the essential similarity definition The extension of the essential similarity definition to other chemical forms, including isomers, and to all oral immediate release pharmaceutical forms entails a sizeable risk, even if bioequivalence is demonstrated according to the relevant guidelines and the safety of the counter ion in the case of salts is ensured.
  • 16. Extension of the essential similarity definition There are too many uncontrolled events in the way the body handles these substances that cannot be pinned down by just a human pharmacokinetic or a safety animal study. In the absence of hard scientific evidence this definition entails unknown risks.
  • 17. RELATIONSHIP BETWEEN DIFFERENT DEFINITIONS ESSENTIAL SIMILARITY SAME DOSE FORM SUBSTANCE BIOEQUIVALENCE BIOAVAILABILITY PHARM. EQUIVALENCE SAME DOSE FORM SUBSTANCE (different excipients & manufacture) PHARM. ALTERNATIVE DIFFERENT DOSE FORM CHEMISTRY SAME ACTIVE MOIETY NEW DEFINITION OF GENERIC MED. PRODUCT
  • 18. Note for Guidance on the Investigation of Bioavailability and Bioequivalence CPMP/EWP/QWP/1401/98 – 26 July de 2001 Immediate Release Medicinal Products
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31. Lansoprazole Case Study Point estimate (90% CI) 0.82 (0.70-0.97) 0.97 (0.80-1.17) C max 1.03 (0.92-1.15) 1.02 (0.89-1.18) AUC inf 0.95 (0.86-1.04) 1.03 (0.89-1.18) AUC 0-t Fed (low-fat) Fasted
  • 32. Health concerns Only BE under fasted conditions. Not BE under low-fat fed conditions Moreover, effect of high-fat may well be greater Conclusion Dose-dumping can not be excluded => additional BE study under high-fat conditions needed. Lansoprazole Case Study
  • 33.
  • 34.
  • 35.
  • 36.
  • 37. Bioavailability/Bioequivalence Study Último tempo de amostragem AUC 0-t AUC t-  t max C max 16,91 14,0 5,68 20,97 26,19 31,94 36,81 47,96 64,39 91,21 104,28 114,80 119,27 127,98 116,86 78,47 0,00 Conc. Tramadol (ng/mL) 24,0 13,0 12,0 11,0 10,0 8,00 6,00 4,00 3,00 2,50 2,00 1,50 1,00 0,66 0,00 Tempo (horas)
  • 38. Ln C= Ln C e - k e t Cálculo do k e regressão linear com os pontos terminais do gráfico Ln concentração vs tempo t 1/2 =(ln2)/k e = 4,79h Bioavailability/Bioequivalence Study 16,91 14,0 5,68 20,97 26,19 31,94 36,81 47,96 64,39 91,21 104,28 114,80 119,27 127,98 116,86 78,47 0,00 Conc. Tramadol (ng/mL) 24,0 13,0 12,0 11,0 10,0 8,00 6,00 4,00 3,00 2,50 2,00 1,50 1,00 0,66 0,00 Tempo (horas)
  • 39. Bioavailability/Bioequivalence Study Extent of absorption: AUC C max time Plasma Concentration t max C max AUC Rate of absorption: C max t max AUC dif. C max same time Plasma Concentration t max C max AUC AUC same C max dif. C max t max
  • 40.
  • 41.
  • 42.
  • 43. Metabolite Case Study Conclusion: BE is declared on the basis of the analyte that is quantified with most reliability, but the other species has to comply with wider acceptance limits. According to a more strict view, if bioequivalence cannot be established for the parent compound, then the test is not bioequivalent to the reference 83,0 – 109 76.3 – 98.2 C max 96.2 – 118 77,1 – 99,0 AUC 0-  96,1 – 124 76.1 – 99.5 AUC 0-t (  -hidroxi-simvastatine) Simvastatine 90% CI (%) for GMR Test/Reference
  • 44.
  • 45.  
  • 46. ANOVA TABLE Source of variation df SS MS=SS/df F P Subjects 11 1.5845       Sequences 1 0.0012 0.0012 0.008 0.93 Subject within sequence 10 1.5833       Periods 1 0.2441 0.2441 8.360 0.02 Formulations 1 0.0305 0.0305 1.045 0.33 Residual 10 0.2915 s 2 =0.0292     Total 23 2.1510      
  • 47. Statistical analysis example -hydrochlorothiazide [84,5 – 106]% 94,7% AUC 0-inf [87,6 – 106]% 96,8% AUC 0-t [85,3 – 101]% 93,0% C max 90% CI  T /  R Parameter
  • 48.
  • 49. Performance of CI approach 75 80 100 125 133 1 1 2 2 3 4
  • 50. Performance of CI approach Nightingale and Morrison, JAMA 258: 1200-1204, 1987
  • 51. Performance of CI approach J.E. Henney, JAMA 282: 1995, 1999 For 127 in vivo bioequivalence studies
  • 52.
  • 53.
  • 54.
  • 55.
  • 56.
  • 57.
  • 58.
  • 59.
  • 60.
  • 61.
  • 62.
  • 63.
  • 64. Highly Variable Example Exemplo: Teste vs. Referência em 36 voluntários para um fármaco com elevada variabilidade (C.V. >60%) 1.21 1.33 Limite superior 0.87 0.83 Limite inferior Intervalo Confiança a 90% 1.01 1.05 Razão das médias geom.(Teste/Referência) 79 ± 48 212 ± 129 Referência 80 ± 62 224 ± 146 Teste C max AUC Estudo de Biodisponibilidade / Bioequivalência
  • 65. M. Tanguay et al., AAPS Abstract, Novembro 2002 (Dados obtidos a partir de 800 estudos em jejum) Bioavailability/Bioequivalence Study 62% >30% 26% 20-30% 10% 10-20% 6% < 10% Non Bioequivalent studies(%) Intra-individual CV%
  • 66.
  • 67. Probability that 90% CI falls within 80 – 125% in a 2-way cross-over for CV=15% and 30% with 20 subjects 100% 45% CV=15% CV=30% N=88 subjects
  • 68.
  • 69.
  • 70.
  • 71. Pharmacokinetics of Omeprazole after single and multiple oral dose: Clear proof of non-linearity after repeated doses: Omeprazole CMD referral (Andersson T et al: Drug Invest 1991) 4.92 2.14 1.51 0.79 0.46 0.24 Repeated oral doses 1.79 0.98 0.89 0.52 0.38 0.25 Single oral dose AUC (µmol/lxh) Cmax (µmol/l) AUC (µmol/lxh) Cmax (µmol/l) AUC (µmol/lxh) Cmax (µmol/l) 40 mg 20 mg 10 mg 2.82 1.69 1.21 2.66 1.63 1.15 1.17 AUC Ratios 40 mg 20 mg 10 mg 40 mg : 10 mg 20 mg : 10 mg 40 mg : 10 mg 20 mg : 10 mg Day 5 : Day 1 Day 5 Day 1
  • 72. Reduced degradation of omeprazole by gastric acid – the evidence: Omeprazole CMD referral Increase of AUC after 5 days with i.v. administration Increase of AUC after 5 days with oral administration (Andersson T et al: 1991) (Cederberg C et al: 1992) 2.82 1.69 1.21 AUC Ratios 40 mg 20 mg 10 mg Dose Day 5 : Day 1 Oral 1.88 1.88 1.18 AUC Ratios 1.88 8.14 1.17 AUC - day 5 1.00 4.32 0.99 AUC - day 1 20 mg oral 40 mg i.v. 10 mg i.v. µmolxh/l
  • 73. Omeprazole CMD referral Conclusions: ▪ There is a significant increase of C max and AUC in omeprazole kinetics over time which is not only caused by inhibition of drug metabolising enzymes but also by reduced acid degradation. ▪ Therefore, the acid resistant properties of a formulation need to be tested not only in single-dose studies, but also in multiple-dose studies mimicking the pH environment of a prolonged administration of the drug
  • 74.
  • 75. Steady-state extrapolation example Single dose data modelled as a 2 compt model with 1st order input and a lag time
  • 76. Steady-state extrapolation example Steady state extrapolation using 2 compt model with terminal t 1/2 = 12 h Steady state extrapolation using 2 compt model with terminal t 1/2 = 144 h for T and 111 h for R It is concluded that the single-dose AUC 0-∞ underestimates the amount absorbed in both formulations and, in future studies, a longer measurement should be made.
  • 77. Steady-state extrapolation with food effect The above simulation allows quantifying the magnitude of the underestimation of the food-induced increase in Cmax
  • 78. Steady-state extrapolation with food effect Simulated placebo corrected profiles for systolic blood pressure responses to 1. single dose under fed & fasted conditions 2. steady state after high fat meal
  • 79.
  • 80.
  • 81.
  • 82.
  • 83.
  • 84. Figure 1: Plot of AUC vs. dose for a drug that exhibit non-linear pharmacokinetic characteristics resulting in greater than proportional increases in AUC with increases in dose. Figure 2: Plot of AUC vs. dose for a drug that exhibit non-linear pharmacokinetic characteristics resulting in less than proportional increases in AUC with increases in dose. Dose proportionality