System and method for optimizing drug theraphy for the treatment of diseases

• US 20040023211A1
• Filed: 03/12/2003
• Published: 02/05/2004
• Est. Priority Date: 09/15/2000
• Status: Abandoned Application

• Current Assignee: Virco NV
• Original Assignee: Virco NV
• Inventors: Groen, Kees, Stoffels, Paul
• Application Number:
  US10/380,413
• Publication Number:
  US 20040023211A1
• Time in Patent Office: Days
• US Class Current: 435/5
• CPC Class Codes: A61P 31/18 for HIV
• CPC Class Codes: G01N 33/48 Biological material, e.g. blood, urine G01N33/02, G01N33/26, G01N33/44, G01N33/46 take precedence; Haemocytometers counting blood corpuscules distributed over a surface by scanning the surface G06M11/02
• CPC Class Codes: G16H 10/40 for data related to laboratory analysis, e.g. patient specimen analysis
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records
• CPC Class Codes: G16H 15/00 ICT specially adapted for medical reports, e.g. generation or transmission thereof
• CPC Class Codes: G16H 20/10 relating to drugs or medications, e.g. for ensuring correct administration to patients
• CPC Class Codes: G16H 70/40 relating to drugs, e.g. their side effects or intended usage
• CPC Class Codes: G16H 70/60 relating to pathologies
• CPC Class Codes: G16H 80/00 ICT specially adapted for facilitating communication between medical practitioners or patients, e.g. for collaborative diagnosis, therapy or health monitoring

Abstract

The present invention concerns the optimization of hiv-1 therapy using the combination of a bioanalytical method, population pharmacokinetic models and phenotypic resistance testing.

Claims

1. A method of measuring the efficacy of at least one therapeutic agent comprising:

determining an actual concentration of said at least one therapeutic agent;

determining a pharmacologic exposure using a population pharmacokinetic model for said at least one therapeutic agent;

determining resistance of an etiologic agent towards said at least one therapeutic agent;

determining an inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance, and

using said inhibitory quotient to determine efficacy of said at least one therapeutic agent.

2. The method of claim 1, wherein said inhibitory quotient is a normalized inhibitory quotient.

3. The method of claim 1, wherein the pharmacologic exposure is a trough concentration

4. The method of claim 1, wherein the resistance is derived from a phenotypic determination.

5. The method of claim 1, wherein the population pharmacokinetic model is chosen from a measured population pharmacokinetic model and a predicted population pharmacokinetic model.

6. The method of claim 1, wherein the resistance is determined from a virtual phenotype determination.

7. The method of claim 1, wherein the optimized pharmacokinetic model minimizes at least one error selected from intra-individual, inter-individual, and residual error.

8. The method of claim 1, wherein the resistance data is obtained from a sample chosen from at least one of a plasma sample, a blood sample, a saliva sample, a tumor sample, a tissue sample, and a bodily fluid sample.

9. The method of claim 8, wherein the sample is a virus-containing sample.

10. The method of claim 9, wherein the virus is a retrovirus.

11. The method of claim 10, wherein the retrovirus is Human Immunodeficiency Virus (HIV).

12. The method of claim 8, wherein the sample contains malignant cells.

13. The method of claim 1 wherein the optimized population pharmacokinetic model is optimized using a Bayesian model.

14. The method of claim 1 further comprising determining an optimal dosage for all therapies in series of therapies.

15. The method of claim 1 further comprising entering said inhibitory quotient in a computer database.

16. The method of claim 1, wherein the at least one therapeutic agent is an anti-infectious compound.

17. The method of claim 16, wherein the anti-infectious compound is an anti-retroviral agent.

18. The method of claim 1, wherein the anti-infectious compound is an anti-tumoral agent

19. A method of measuring the efficacy of at least one therapeutic agent comprising:

a) obtaining an actual concentration of at least one therapeutic agent in a patient at a given time using a bioanalytical method;

b) calculating a theoretical concentration of said at least one therapeutic agent in said patient at said time using a first population pharmacokinetic model;

c) obtaining a difference by comparing the theoretical concentration of said at least one therapeutic agent with the actual concentration of said at least one therapeutic agent in a patient;

d) minimizing the difference by changing at least one parameter in the first population pharmacokinetic model in order to generate an optimized population pharmacokinetic model;

e) obtaining resistance data from said patient;

f) determining the inhibitory quotient for said at least one therapeutic agent based on said optimized population pharmacokinetic model and said resistance, and

g) using said inhibitory quotient to determine efficacy of said at least one therapeutic agent.

20. The method of claim 19, wherein said inhibitory quotient is a normalized inhibitory quotient.

21. The method of claim 19, wherein the inhibitory quotient is determined using a trough concentration from the optimized population pharmacokinetic model.

22. The method of claim 19, wherein the resistance is derived from a phenotypic determination.

23. The method of claim 19, wherein the population pharmacokinetic model is chosen from a measured population pharmacokinetic model and a predicted population pharmacokinetic model.

24. The method of claim 19, wherein the resistance is determined from a virtual phenotype determination.

25. The method of claim 19, wherein the optimized pharmacokinetic model minimizes at least one error selected from intra-individual, inter-individual, and residual error.

26. The method of claim 19, wherein the resistance data is obtained from a sample chosen from at least one of a plasma sample, a blood sample, a saliva sample, a tumor sample, a tissue sample, and a bodily fluid sample.

27. The method of claim 26, wherein the sample is a virus-containing sample.

28. The method of claim 27, wherein the virus is a retrovirus.

29. The method of claim 28, wherein the retrovirus is Human Immunodeficiency Virus (HIV).

30. The method of claim 26, wherein the sample contains malignant cells.

31. The method of claim 19, wherein the resistance data is determined by a high-throughput screen.

32. The method of claim 19, wherein the optimized population pharmacokinetic model is optimized using a Bayesian approach.

33. The method of claim 19 further comprising determining an optimal dosage for all therapies in series of therapies.

34. The method of claim 19 further comprising entering said inhibitory quotient in a computer database.

35. The method of claim 19 further comprising the use of the inhibitory quotient to provide advice to a physician wherein said advice is chosen from:

choice of at least one of a therapeutic, effectiveness of at least one therapeutic agent and dosage of at least one therapeutic agent.

36. The method of claim 19, wherein the at least one therapeutic agent is an anti-infectious compound.

37. The method of claim 36, wherein the anti-infectious compound is an anti-retroviral agent.

38. The method of claim 36, wherein the anti-infectious compound is an anti-tumoral agent

39. A method of optimizing at least one therapeutic agent regime comprising:

determining a pharmacologic exposure using an optimized population pharmacokinetic model for at least one therapeutic agent;

determining resistance of an etiologic agent towards said at least one therapeutic agent;

determining the inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance, and

using said inhibitory quotient to optimize said at least one therapeutic agent regime.

40. A method for determining a dosage regime for at least one therapeutic agent comprising:

determining a pharmacologic exposure using an optimized population pharmacokinetic model for at least one therapeutic agent;

determining resistance of an etiologic agent towards said at least one therapeutic agent;

determining the inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance,

and using said inhibitory quotient to determine a dosage regime for at least one therapeutic agent.

41. A method for providing advice to a physician regarding at least one therapeutic agent for at least one patient comprising:

determining a pharmacologic exposure using an optimized population pharmacokinetic model for said at least one therapeutic agent;

determining resistance of an etiologic agent towards said at least one therapeutic agent;

determining the inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance,

and using said inhibitory quotient to provide advice to a physician regarding at least one therapeutic agent for at least one patient.

42. A method for providing a report comprising:

determining a pharmacologic exposure using an optimized population pharmacokinetic model for said at least one therapeutic agent;

determining resistance of an etiologic agent towards said at least one therapeutic agent;

determining the inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance, and

providing a report regarding comprising at least one entry chosen from the inhibitory quotient and information derived from the inhibitory quotient

43. A report comprising a normalized inhibitory quotient.

44. A computer system comprising at least one database comprising at least one inhibitory quotient for at least one patient.

45. A method of identifying at least one therapeutic agent effective against at least one etiological agent comprising:

determining a pharmacologic exposure using an optimized population pharmacokinetic model for said at least one therapeutic agent;

determining resistance of said etiologic agent towards said at least one therapeutic agent;

determining the inhibitory quotient for said at least one therapeutic agent based on said pharmacologic exposure and said resistance,

and using said inhibitory quotient to identify at least one therapeutic agent effective against at least one etiological agent.