Non-invasive functional imaging of peripheral nervous system activation in humans and animals

• US 20040096089A1
• Filed: 08/15/2003
• Published: 05/20/2004
• Est. Priority Date: 08/16/2002
• Status: Abandoned Application

• Current Assignee: The General Hospital Corporation (Mass General Brigham, Inc.)
• Original Assignee: The General Hospital Corporation (Mass General Brigham, Inc.)
• Inventors: DaSilva, Alexandre F.A., Borsook, David, Becerra, Lino R.
• Application Number:
  US10/641,481
• Publication Number:
  US 20040096089A1
• Time in Patent Office: Days
• US Class Current: 382/131
• CPC Class Codes: A61B 5/055 involving electronic [EMR] or nuclear [NMR] magnetic resonance, e.g. magnetic resonance imaging
• CPC Class Codes: A61B 5/4029 for evaluating the peripheral nervous systems A61B5/24 takes precedence
• CPC Class Codes: A61B 5/4047 afferent nerves, i.e. nerves that relay impulses to the central nervous system
• CPC Class Codes: A61B 5/4064 Evaluating the brain A61B5/031, A61B5/369, A61B5/14553 take precedence
• CPC Class Codes: A61B 5/407 Evaluating the spinal cord A61B5/4896 takes precedence
• CPC Class Codes: G01R 33/4806 Functional imaging of brain activation

Abstract

A functional magnetic resonance imaging (fMRI) of the peripheral nervous system (PNS), and in particular the trigeminal ganglion (TG), to determine activation in response to sensory input. The sensory input may, for example, be application of heat and/or mechanical stimuli to the face to produce pain.

Claims

1. A method of imaging comprising:

applying sensory stimulation to one or more subjects;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in each of the subjects, the functional imaging data being acquired while the sensory stimulation is applied; and

deriving functional activation maps from the functional imaging data.

2. The method of claim 1 wherein deriving comprises:

generating statistical information from the functional imaging data.

3. The method of claim 2, wherein deriving further comprises:

processing the functional imaging data prior to generating the statistical information.

4. The method of claim 3, wherein deriving further comprises:

analyzing the functional imaging data for each of the subjects individually; and

analyzing the functional imaging data for the one or more subjects as a group.

5. The method of claim 3, wherein processing comprises:

correcting image artifacts in the functional imaging data due to movement that occurred while acquiring the functional imaging data.

6. The method of claim 5, wherein processing further comprises:

maintaining the functional imaging data as a native data set of functional imaging data;

registering the functional imaging data to a Talairach brain atlas to produce a first normalized data set of functional imaging data;

normalizing the intensity of data in the first normalized data set to produce a second normalized data set;

applying to the second normalized data set a first spatial filter;

averaging data in the second normalized data set; and

applying to the native data set a second spatial filter for native individual analysis, the second spatial filter being narrower than the first spatial filter.

7. The method of claim 6, wherein the first spatial filter and the second spatial filter are of either an isotropic or a non-isotropic nature.

8. The method of claim 6, wherein generating the statistical information is based on the student t-test.

9. The method of claim 6, wherein analyzing the functional imaging data further comprises:

translating individual and group statistical data based on results of a statistical test into images comprising at least one of −

log P images or Z images; and

rendering the images as color-coded intensity maps of activation that occurred in response to the sensory stimulation.

10. The method of claim 9, wherein acquiring further comprises:

acquiring anatomical imaging data; and

the method further comprises

registering the anatomical imaging data to the Talairach brain atlas.

11. The method of claim 1, wherein the step of acquiring is applied to the dorsal root ganglion portion of the peripheral nervous system.

12. The method of claim 1, wherein the step of acquiring is applied to the trigeminal ganglion portion of the peripheral nervous system.

13. The method of claim 12, further comprising:

using the registered anatomical imaging data to shadow transform the color-coded intensity maps for localization of the trigeminal ganglion.

14. The method of claim 1, wherein the sensory stimulation comprises thermal pain stimulation.

15. The method of claim 1, wherein the sensory stimulation comprises mechanical pain stimulation.

16. The method of claim 1, wherein the sensory stimulation is applied to sites on the face of each of the subjects, the sites corresponding to branches of the trigeminal nerve.

17. The method of claim 1, wherein the one or more subjects comprise a human subject.

18. The method of claim 1, wherein the one or more subjects comprise an animal subject.

19. A method for Blood Oxygen Level Dependent (BOLD) response analysis comprising:

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in a subject;

analyzing the functional imaging data to produce a first functional activation map;

applying sensory stimulation to a subject, the sensory stimulation including noxious heat and mechanical stimulation;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject while the stimulation is applied to the subject;

analyzing the functional imaging data to produce one or more second functional activation maps; and

using the first and second functional activation maps to detect changes in BOLD response resulting from the noxious heat and mechanical stimulation.

20. The method of claim 19, wherein using comprises determining a positive BOLD signal change in response to the noxious heat and a negative BOLD signal change in response to the mechanical stimulation.

21. The method of claim 20, wherein the positive BOLD signal change is indicative of activation in pain fibers of the populations of neurons of the peripheral nervous system portion for which imaging data is acquired.

22. The method of claim 20, wherein the negative BOLD signal change is indicative of activation in the large sensory fibers of the populations of neurons of the peripheral nervous system portion for which imaging data is acquired.

23. The method of claim 19, wherein the peripheral nervous system comprises the trigeminal ganglion.

24. A method of evaluating the efficacy of a candidate therapy comprising:

applying sensory stimulation to a subject prior to administering a candidate therapy;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-therapy functional activation maps;

applying the sensory stimulation to the subject after the candidate therapy has been administered;

again acquiring the imaging data including the functional imaging data of the portion of the peripheral nervous system;

analyzing the functional imaging data to produce post-therapy functional activation maps; and

comparing the pre-therapy functional activation maps and the post-therapy functional activation maps to evaluate the efficacy of the candidate therapy on the peripheral nervous system.

25. The method of claim 24, wherein the candidate therapy comprises a drug.

26. The method of claim 24, wherein the candidate therapy comprises a gene product.

27. A method for objective evaluation of damage to the peripheral nervous system comprising:

applying sensory stimulation to a subject prior to surgery being performed on the subject;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject prior to the surgery, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-surgery functional activation maps;

applying the sensory stimulation to the subject after the surgery has been performed on the subject;

again acquiring the imaging data including the functional imaging data of the same portion of the peripheral nervous system;

analyzing the functional imaging data to produce post-surgery functional activation maps; and

comparing the pre-surgery functional activation maps and the post-surgery functional activation maps to evaluate the state of the portion of the peripheral nervous system following the surgery.

28. A method for objective evaluation of a therapeutic intervention to the peripheral nervous system comprising:

applying sensory stimulation to a subject prior to a therapeutic intervention being performed on the subject;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject prior to the therapeutic intervention, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-intervention functional activation maps;

applying the sensory stimulation to the subject after the therapeutic intervention has been performed on the subject;

again acquiring the imaging data including the functional imaging data of the diseased portion;

analyzing the functional imaging data to produce post-intervention functional activation maps; and

comparing the pre-intervention functional activation maps to the post-intervention functional activation maps to evaluate the efficacy of the therapeutic intervention.

29. A system comprising:

a scanner operative to acquire functional imaging data of the peripheral nervous system while a sensory stimulus is applied to one or more subjects; and

a data analyzer operative to produce, from the functional imaging data, functional activation maps from information received responsive to the stimulus.

30. The system of claim 29, wherein the functional imaging data comprises functional imaging data of the trigeminal ganglion portion of the peripheral nervous system.

31. The system of claim 29, wherein the functional imaging data comprises functional imaging data of the dorsal root ganglion portion of the peripheral nervous system.

32. An article comprising:

a storage medium having stored thereon instructions that when executed by a machine result in the following;

analyzing functional image data of the peripheral nervous system acquired for one or more subjects while sensory stimulation is applied to such one or more subjects, to produce functional activation maps.

33. The article of claim 32, wherein analyzing comprises:

generating statistical information from the functional imaging data.

34. The article of claim 32, wherein the instructions further comprise instructions which when executed on a machine result in the following:

processing the functional imaging data prior to generating the statistical information.

35. The article of claim 34, wherein analyzing further comprises:

analyzing the functional imaging data for each of the subjects individually; and

analyzing the functional imaging data for the one or more subjects as a group.

36. The article of claim 34, wherein processing comprises:

correcting image artifacts in the functional imaging data due to movement that occurred while acquiring the functional imaging data.

37. The article of claim 36, wherein processing further comprises:

maintaining the functional imaging data as a native data set of functional imaging data;

registering the functional imaging data to a Talairach brain atlas to produce a first normalized data set of functional imaging data;

normalizing the intensity of data in the first normalized data set to produce a second normalized data set;

applying to the second normalized data set a first spatial filter;

averaging data in the second normalized data set; and

applying to the native data set a second spatial filter for native individual analysis, the second spatial filter being narrower than the first spatial filter.

38. The article of claim 37, wherein the first spatial filter and the second spatial filter are of either an isotropic or a non-isotropic nature.

39. The article of claim 37, wherein generating the statistical information is based on the student t-test.

40. The article of claim 39, wherein analyzing the functional imaging data further comprises:

translating individual and group statistical data based on results of a statistical test into images comprising at least one of −

log P images or Z images; and

rendering the images as color-coded intensity maps of activation that occurred in response to the sensory stimulation.

41. The article of claim 40, wherein acquiring further comprises:

acquiring anatomical imaging data; and

registering the anatomical imaging data to the Talairach brain atlas.

42. The article of claim 32, wherein the data is acquired from the trigeminal ganglion portion of the peripheral nervous system.

43. The article of claim 42 wherein the instructions further comprise instructions which when executed on a machine result in the following:

using the registered anatomical imaging data to shadow transform the color-coded intensity maps for localization of the trigeminal ganglion.

44. The article of claim 32, wherein the data is acquired from the dorsal root ganglion portion of the peripheral nervous system.

45. The article of claim 32, wherein the sensory stimulation comprises thermal pain stimulation.

46. The article of claim 45, wherein the sensory stimulation further comprises mechanical pain stimulation.

47. The article of claim 32, wherein the sensory stimulation comprises mechanical pain stimulation.

48. The article of claim 32, wherein the sensory stimulation is applied to sites on the face of each of the subjects, the sites corresponding to branches of the trigeminal nerve.

49. The article of claim 32, wherein the one or more subjects comprise a human subject.

50. The article of claim 32, wherein the one or more subjects comprise an animal subject.

51. An article for Blood Oxygen Level Dependent (BOLD) signal analysis comprising:

a storage medium having stored thereon instructions that when executed by a machine result in the following;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in a subject;

analyzing the functional imaging data to produce a first functional activation map;

applying sensory stimulation to a subject, the sensory stimulation including noxious heat and mechanical stimulation;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject;

analyzing the functional imaging data to produce one or more second functional activation maps; and

using the first and second functional activation maps to detect changes in BOLD response resulting from the noxious heat and mechanical stimulation.

52. The article of claim 51, wherein using comprises determining a positive BOLD signal change in response to the noxious heat and a negative BOLD signal change in response to the mechanical stimulation

53. The article of claim 52, wherein the positive BOLD signal change is indicative of activation in pain fibers of the populations of neurons of the peripheral nervous system portion for which imaging data is acquired.

54. The article of claim 52, wherein the negative BOLD signal change is indicative of activation in the large sensory fibers of the populations of neurons of the peripheral nervous system portion for which imaging data is acquired.

55. The article of claim 51, wherein the peripheral nervous system portion comprises the trigeminal ganglion.

56. An article comprising:

a storage medium having stored thereon instructions that when executed by a machine result in the following;

applying sensory stimulation to a subject prior to administering a therapy;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-therapy functional activation maps;

applying the sensory stimulation to the subject after the therapy has been administered;

again acquiring the imaging data including the functional imaging data of the portion of the peripheral nervous system;

analyzing the functional imaging data to produce post-therapy functional activation maps; and

comparing the pre-therapy functional activation maps and the post-therapy functional activation maps to evaluate the effects of the therapy on the peripheral nervous system.

57. The article of claim 56, wherein the therapy comprises a drug treatment.

58. The article of claim 56, wherein the therapy comprises a gene product therapy.

59. An article for objective evaluation of the peripheral nervous system comprising:

a storage medium having stored thereon instructions that when executed by a machine result in the following;

applying sensory stimulation to a subject prior to surgery being performed on the subject;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject prior to the surgery, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-surgery functional activation maps;

applying the sensory stimulation to the subject after the surgery has been performed on the subject;

again acquiring the imaging data including the functional imaging data of the same portion of the peripheral nervous system;

analyzing the functional imaging data to produce post-surgery functional activation maps; and

comparing the pre-surgery functional activation maps and the post-surgery functional activation maps to evaluate the state of the portion of the peripheral nervous system following the surgery.

60. An article for objective evaluation of a therapeutic intervention to the peripheral nerve comprising:

a storage medium having stored thereon instructions that when executed by a machine result in the following;

applying sensory stimulation to a subject prior to a therapeutic intervention being performed on the subject;

acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in the subject prior to the therapeutic intervention, the functional imaging data being acquired while sensory stimulation is applied;

analyzing the functional imaging data to produce pre-intervention functional activation maps;

applying the sensory stimulation to the subject after the therapeutic intervention has been performed on the subject;

again acquiring the imaging data including the functional imaging data of the portion of the peripheral nervous system;

analyzing the functional imaging data to produce post-intervention functional activation maps; and

comparing the pre-intervention functional activation maps and the post-intervention functional activation maps to evaluate the efficacy of the therapeutic intervention.

61. An apparatus comprising:

means for applying sensory stimulation to one or more subjects;

means for acquiring imaging data including functional imaging data of a portion of the peripheral nervous system in each of the subjects, the functional imaging data being acquired while sensory stimulation is applied; and

means for analyzing the functional imaging data to generate functional activation maps.

62. An article comprising:

a machine-readable storage medium including, for each of a plurality of subjects, stored results of the step of analyzing functional image data of the peripheral nervous system acquired from each of the subjects while sensory stimulation was applied to such subjects to produce functional activation maps.