Reducing vascular variability of fMRI data across aging populations using a breathholding task

Human Brain Mapping

Volumn 28, Issue 9, 2007, Pages 846-859

  Handwerker, Daniel A ^a,b,c   Gazzaley, Adam ^a   Inglis, Ben A ^a   D'Esposito, Mark ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Aging; BOLD; CBF; CBV; Hypercapnia

Indexed keywords

ADULT; AGE DISTRIBUTION; AGED; AGING; ARTICLE; BRAIN BLOOD FLOW; BRAIN BLOOD VOLUME; BRAIN MAPPING; BREATH HOLDING; DATA ANALYSIS; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HISTOGRAM; HUMAN; HUMAN EXPERIMENT; HYPERCAPNIA; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SACCADIC EYE MOVEMENT;

ADOLESCENT; ADULT; AGED; AGING; BLOOD VESSELS; DATA INTERPRETATION, STATISTICAL; ECHO-PLANAR IMAGING; FEMALE; FIXATION, OCULAR; HUMANS; HYPERCAPNIA; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; OXYGEN; PSYCHOMOTOR PERFORMANCE; RESPIRATORY MECHANICS; SACCADES;

EID: 34547835041     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/hbm.20307     Document Type: Article

References (57)

1. Aguirre GK, Zarahn E, D'Esposito M (1998): The variability of human, BOLD hemodynamic responses. Neuroimage 8:360-369.
2. Aizenstein HJ, Clark KA, Butters MA, Cochran J, Stenger VA, Meltzer CC, Reynolds CF, Carter CS (2004): The BOLD hemodynamic response in healthy aging. J Cogn Neurosci 16:786-793.
3. Bandettini PA, Wong EC (1997): A hypercapnia-based normalization method for improved spatial localization of human brain activation with fMRI. NMR Biomed 10:197-203.
4. Behzadi Y, Liu TT (2005): An arteriolar compliance model of the cerebral blood flow response to neural stimulus. Neuroimage 25:1100-1111.
5. Buckner RL, Snyder AZ, Sanders AL, Raichle ME, Morris JC (2000): Functional brain imaging of young, nondemented, and demented older adults. J Cogn Neurosci 12(Suppl 2):24-34.
6. Bullmore E, Brammer M, Williams SC, Rabe-Hesketh S, Janot N, David A, Mellers J, Howard R, Sham P (1996): Statistical methods of estimation and inference for functional MR image analysis. Magn Reson Med 35:261-277.
7. Buxton RB (2002): Introduction to functional magnetic resonance imaging: principles and techniques. New York: Cambridge University Press.
8. Cohen ER, Ugurbil K, Kim SG (2002): Effect of basal conditions on the magnitude and dynamics of the blood oxygenation level-dependent fMRI response. J Cereb Blood Flow Metab 22:1042-1053.
9. Cohen ER, Rostrup E, Sidaros K, Lund TE, Paulson OB, Ugurbil K, Kim SG (2004): Hypercapnic normalization of BOLD fMRI: comparison across field strengths and pulse sequences. Neuroimage 23:613-624.
10. Dagli MS, Ingeholm JE, Haxby JV (1999): Localization of cardiac-induced signal change in fMRI. Neuroimage 9:407-415.
11. Davis TL, Kwong KK, Weisskoff RM, Rosen BR (1998): Calibrated functional MRI: mapping the dynamics of oxidative metabolism. Proc Natl Acad Sci U S A 95:1834-1039.
12. D'Esposito M, Zarahn E, Aguirre GK, Rypma B (1999): The effect of normal aging on the coupling of neural activity to the bold hemodynamic response. Neuroimage 10:6-14.
13. D'Esposito M, Deouell LY, Gazzaley A (2003): Alterations in the BOLD fMRI signal with ageing and disease: a challenge for neuroimaging. Nat Rev Neurosci 4:863-872.
14. Duvernoy HM (1999): The human brain surface, blood supply, and three-dimensional sectional anatomy. New York: Springer.
15. Ehman RL, Felmlee JP (1989): Adaptive technique for high-definition MR imaging of moving structures. Radiology 173:255-263.
16. Gazzaley A, D'Esposito M (2005): BOLD functional MRI and cognitive aging. In: Cabeza R, Nyberg L, Park D, editors. Cognitive neuroscience of aging. New York: Oxford University Press. p 107-131.
17. Gazzaley A, Cooney JW, McEvoy K, Knight RT, D'Esposito M (2005a): Top-down enhancement and suppression of the magnitude and speed of neural activity. J Cogn Neurosci 17:507-517.
18. Gazzaley A, Cooney JW, Rissman J, D'Esposito M (2005b): Top-down suppression deficit underlies working memory impairment in normal aging. Nat Neurosci 8:1298-1300.
19. Hajdu MA, Heistad DD, Siems JE, Baumbach GL (1990): Effects of aging on mechanics and composition of cerebral arterioles in rats. Circ Res 66:1747-1754.
20. Hamzei F, Knab R, Weiller C, Rother J (2003): The influence of extra- and intracranial artery disease on the BOLD signal in FMRI. Neuroimage 20:1393-1399.
21. Handwerker DA, Ollinger JM, D'Esposito M (2004): Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. Neuroimage 21:1639-1651.
22. Hoge RD, Atkinson J, Gill B, Crelier GR, Marrett S, Pike GB (1999): Investigation of BOLD signal dependence on cerebral blood flow and oxygen consumption: the deoxyhemoglobin dilution model. Magn Reson Med 42:849-863.
23. Hu X, Le TH, Parrish T, Erhard P (1995): Retrospective estimation and correction of physiological fluctuation in functional MRI. Magn Reson Med 34:201-212.
24. Huettel SA, Singerman JD, McCarthy G (2001): The effects of aging upon the hemodynamic response measured by functional MRI. Neuroimage 13:161-175.
25. Ito H, Kanno I, Ibaraki M, Hatazawa J (2002): Effect of aging on cerebral vascular response to Paco2 changes in humans as measured by positron emission tomography. J Cereb Blood Flow Metab 22:997-1003.
26. Josephs O, Turner R, Friston K (1997): Event-related fMRI. Hum Brain Mapp 5:243-248.
27. Kastrup A, Kruger G, Glover GH, Neumann-Haefelin T, Moseley ME (1999): Regional variability of cerebral blood oxygenation response to hypercapnia. Neuroimage 10:675-681.
28. Kastrup A, Kruger G, Neumann-Haefelin T, Moseley ME (2001): Assessment of cerebrovascular reactivity with functional magnetic resonance imaging: comparison of CO(2) and breath holding. Magn Reson Imag 19:13-20.
29. Kennerley AJ, Berwick J, Martindale J, Johnston D, Chen D, Lefebvre V, Papadakis NY, Zheng YJM (2004): fMRI with simultaneous optical imaging spectroscopy or laser-Doppler flowmetry: investigation of the hemodynamic response function. San Diego: Society For Neuroscience.
30. Kety SS, Schmidt CF (1948): The effects of altered arterial tensions of carbon dioxide and oxygen on cerebral blood flow and cerebral oxygen consumption of normal young men. J Clin Invest 27:484-492.
31. Kim SG, Hu X, Adriany G, Ugurbil K (1996): Fast interleaved echo-planar imaging with navigator: high resolution anatomic and functional images at 5 Tesla. Magn Reson Med 35:895-902.
32. Kontos HA, Raper AJ, Patterson JL (1977): Analysis of vasoactivity of local pH, PCO2 and bicarbonate on pial vessels. Stroke 8:358-360.
33. Kwong KK, Belliveau JW, Chesler DA, Goldberg IE, Weisskoff RM, Poncelet BP, Kennedy DN, Hoppel BE, Cohen MS, Turner R (1992): Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc Natl Acad Sci U S A 89:5675-5679.
34. Kwong KK, Wanke I, Donahue KM, Davis TL, Rosen BR (1995): EPI imaging of global increase of brain MR signal with breathhold preceded by breathing O2. Magn Reson Med 33:448-452.
35. Laurienti PJ, Field AS, Burdette JH, Maldjian JA, Yen YF, Moody DM (2003): Relationship between caffeine-induced changes in resting cerebral perfusion and blood oxygenation level-dependent signal. AJNR Am J Neuroradiol 24:1607-1611.
36. Levin JM, Ross MH, Mendelson JH, Kaufman MJ, Lange N, Maas LC, Mello NK, Cohen BM, Renshaw PF (1998): Reduction in BOLD fMRI response to primary visual stimulation following alcohol ingestion. Psychiatry Res 82:135-146.
37. Levin JM, Frederick BB, Ross MH, Fox JF, von Rosenberg HL, Kaufman MJ, Lange N, Mendelson JH, Cohen BM, Renshaw PF (2001): Influence of baseline hematocrit and hemodilution on BOLD fMRI activation. Magn Reson Imag 19:1055-1062.
38. Li TQ, Kastrup A, Takahashi AM, Moseley ME (1999): Functional MRI of human brain during breath holding by BOLD and FAIR techniques. Neuroimage 9:243-249.
39. Liu HL, Huang JC, Wu CT, Hsu YY (2002): Detectability of blood oxygenation level-dependent signal changes during short breath hold duration. Magn Reson Imag 20:643-648.
40. Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001): Neurophysiological investigation of the basis of the fMRI signal. Nature 412:150-157.
41. Lu H, Golay X, Pekar JJ, van Zijl PCM (2003): Functional magnetic resonance Imaging based on changes in vascular space occupancy. Magn Reson Med 50:263-274.
42. Madden JA (1993): The effect of carbon dioxide on cerebral arteries. Pharmacol Ther 59:229-250.
43. Miezin FM, Maccotta L, Ollinger JM, Petersen SE, Buckner RL (2000): Characterizing the hemodynamic response: effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. Neuroimage 11:735-759.
44. Mulderink TA, Gitelman DR, Mesulam MM, Parrish TB (2002): On the use of caffeine as a contrast booster for BOLD fMRI studies. Neuroimage 15:37-44.
45. Noll DC, Stenger VA, Vazquez AL, Peltier SJ (2000): Spiral scanning in fMRI. In: Moonen CTW, Bandettini PA, editors. Functional MRI. New York: Springer. p 149-160.
46. Noseworthy MD, Alfonsi J, Bells S (2003): Attenuation of brain BOLD response following lipid ingestion. Hum Brain Mapp 20:116-121.
47. Pineiro R, Pendlebury S, Johansen-Berg H, Matthews PM (2002): Altered hemodynamic responses in patients after subcortical stroke measured by functional MRI. Stroke 33:103-109.
48. Riecker A, Grodd W, Klose U, Schulz JB, Groschel K, Erb M, Ackermann H, Kastrup A (2003): Relation between regional functional MRI activation and vascular reactivity to carbon dioxide during normal aging. J Cereb Blood How Metab 23:565-573.
49. Rother J, Knab R, Hamzei F, Fiehler J, Reichenbach JR, Buchel C, Weiller C (2002): Negative dip in BOLD fMRI is caused by blood flow - oxygen consumption uncoupling in humans. Neuroimage 15:98-102.
50. Silva AC, Kim SG (2003): Perfusion-based functional magnetic resonance imaging. Concepts Magn Reson A 16A:16-27.
51. Stillman AE, Hu X, Jerosch-Herold M (1995): Functional MRI of brain during breath holding at 4 T. Magn Reson Imag 13:893-897.
52. Sun FT, Miller LM, D'Esposito M (2004): Measuring interregional functional connectivity using coherence and partial coherence analyses of fMRI data. Neuroimage 21:647-658.
53. Sun FT, Miller LM, D'Esposito M (2005): Measuring temporal dynamics of functional networks using phase spectrum of fMRI data. Neuroimage 28:227-237.
54. Taoka T, Iwasaki S, Uchida H, Fukusumi A, Nakagawa H, Kichikawa K, Takayama K, Yoshioka T, Takewa M, Ohishi H (1998): Age correlation of the time lag in signal change on EPI-fMRI. J Comput Assist Tomogr 22:514-517.
55. Wang R, Qiao M, Foniok T, Kirk D, Vivanco R, Tuor U (2004): Functional magnetic resonance imaging: effect of blood pressure increases and decreases. San Diego: Society for Neuroscience.
56. Williams RL (2000): A note on robust variance estimation for cluster-correlated data. Biometrics 56:645-646.
57. Wu G, Luo F, Li Z, Zhao X, Li SJ (2002): Transient relationships among BOLD, CBV, and CBF changes in rat brain as detected by functional MRI. Magn Reson Med 48:987-993.