The effects of respiratory CO2 fluctuations in the resting-state BOLD signal differ between eyes open and eyes closed

Magnetic Resonance Imaging

Volumn 31, Issue 3, 2013, Pages 336-345

  Peng, Tingying ^a   Niazy, Rami ^b   Payne, Stephen J ^a   Wise, Richard G ^b  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

BOLD response; CO2 reactivity; Physiological noise

Indexed keywords

CARBON DIOXIDE;

ADULT; ARTICLE; BLOOD VESSEL REACTIVITY; BOLD SIGNAL; EYE MOVEMENT; FEMALE; FUNCTIONAL ASSESSMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; IMAGE PROCESSING; LATENT PERIOD; MALE; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; SIGNAL TRANSDUCTION; BRAIN; BRAIN CIRCULATION; COMPARATIVE STUDY; LUNG GAS EXCHANGE; METABOLISM; METHODOLOGY; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; REPRODUCIBILITY; REST; SENSITIVITY AND SPECIFICITY;

ADULT; BRAIN; CARBON DIOXIDE; CEREBROVASCULAR CIRCULATION; FEMALE; FUNCTIONAL NEUROIMAGING; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; PULMONARY GAS EXCHANGE; REPRODUCIBILITY OF RESULTS; REST; SENSITIVITY AND SPECIFICITY;

EID: 84875256659     PISSN: 0730725X     EISSN: 18735894     Source Type: Journal    
DOI: 10.1016/j.mri.2012.06.013     Document Type: Article

References (57)

1. Bandettini P.A., Wong E.C. A hypercapnia-based normalization method for improved spatial localization of human brain activation with fMRI. NMR Biomed 1997, 10(4-5):197-203.
2. Cohen E., Ugurbil K., Kim S.-G. Effect of basal conditions on the magnitude and dynamics of the blood oxygenation level-dependent fMRI response. J Cereb Blood Flow Metab 2002, 22(9):1042-1053.
3. Kastrup A., Li T.-Q., Takahashi A., Glover G., Moseley M. Functional magnetic resonance imaging of regional cerebral blood oxygenation changes during breath holding. Stroke 1998, 29(12):2641-2645.
4. Kastrup A., Krüger G., Glover G.H., Neumann-Haefelin T., Moseley M.E. Regional variability of cerebral blood oxygenation response to hypercapnia. Neuroimage 1999, 10(6):675-681.
5. Rostrup E., Law I., Blinkenberg M., et al. Regional differences in the CBF and BOLD responses to hypercapnia: a combined PET and fMRI study. Neuroimage 2000, 11(2):87-97.
6. Stillman A.E., Hu X., Jerosch-Herold M. Functional MRI of brain during breath holding at 4 T. Magn Reson Imaging 1995, 13(6):893-897.
7. Vesely A., Sasano H., Volgyesi G., et al. MRI mapping of cerebrovascular reactivity using square wave changes in end-tidal PCO2. Magn Reson Med 2001, 45(6):1011-1013.
8. Wise R., Ide K., Poulin M., Tracey I. Resting fluctuations in arterial carbon dioxide induce significant low frequency variations in BOLD signal. Neuroimage 2004, 21(4):1652-1664.
9. Chang C., Glover G. Relationship between respiration, end-tidal CO2, and BOLD signals in resting-state fMRI. Neuroimage 2009, 47(4):1381-1393.
10. Birn R., Murphy K., Bandettini P. The effect of respiration variations on independent component analysis results of resting state functional connectivity. Hum Brain Mapp 2008, 29(7):740-750.
11. Cantin S., Villien M., Moreaud O., et al. Impaired cerebral vasoreactivity to CO(2) in Alzheimer's disease using BOLD fMRI. Neuroimage 2011, 58(2):579-587.
12. Mandell D., Han J., Poublanc J., et al. Mapping cerebrovascular reactivity using blood oxygen level-dependent MRI in patients with arterial steno-occlusive disease. Stroke 2008, 39(7):2021-2028.
13. Biswal B., DeYoe A.E., Hyde J.S. Reduction of physiological fluctuations in fMRI using digital filters. Magn Reson Med 1996, 35(1):107-113.
14. Birn R., Diamond J., Smith M., Bandettini P. Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 2006, 31(4):1536-1548.
15. Biswal B., Van Kylen J., Hyde J. Simultaneous assessment of flow and BOLD signals in resting-state functional connectivity maps. NMR Biomed 1997, 10(4-5):165-170.
16. Lowe M.J., Mock B.J., Sorenson J.A. Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. Neuroimage 1998, 7(2):119-132.
17. Birn R., Smith M., Jones T., Bandettini P. The respiration response function: The temporal dynamics of fMRI signal fluctuations related to changes in respiration. Neuroimage 2008, 40(2):644-654.
18. Goldman R., Stern J., Engel J., Cohen M. Simultaneous EEG and fMRI of the alpha rhythm. Neuroreport 2002, 13(18):2487-2492.
19. Laufs H., Kleinschmidt A., Beyerle A., et al. EEG-correlated fMRI of human alpha activity. Neuroimage 2003, 19(4):1463-1476.
20. Grova C., Daunizeau J., Kobayashi E., et al. Concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes. Neuroimage 2008, 39(2):755-774.
21. Pattinson K., Mitsis G., Harvey A., et al. Determination of the human brainstem respiratory control network and its cortical connections in vivo using functional and structural imaging. Neuroimage 2009, 44(2):295-305.
22. Shea S.A. Behavioural and arousal-related influences on breathing in humans. Exp Physiol 1996, 81(1):1-26.
23. Meadows G., Dunroy H., Morrell M., Corfield D. Hypercapnic cerebral vascular reactivity is decreased, in humans, during sleep compared with wakefulness. J Appl Physiol 2003, 94(6):2197-2202.
24. Ainslie P., Duffin J. Integration of cerebrovascular CO2 reactivity and chemoreflex control of breathing: mechanisms of regulation, measurement, and interpretation. Am J Physiol Regul Integr Comp Physiol 2009, 296(5):R1473-R1495.
25. Van Dijk K., Hedden T., Venkataraman A., Evans K., Lazar S., Buckner R. Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J Neurophysiol 2010, 103(1):297-321.
26. Niedermeyer E., Lopes da Silva F. Electroencephalography: basic principles, clinical applications, and related fields 2004, Lippincott Williams & Wilkins.
27. Wu L., Eichele T., Calhoun V. Reactivity of hemodynamic responses and functional connectivity to different states of alpha synchrony: a concurrent EEG-fMRI study. Neuroimage 2010, 52(4):1252-1260.
28. Zou Q., Long X., Zuo X., et al. Functional connectivity between the thalamus and visual cortex under eyes closed and eyes open conditions: a resting-state fMRI study. Hum Brain Mapp 2009, 30(9):3066-3078.
29. Granger C. Essays in econometrics: collected papers of Clive W. J. Granger (Econometric Society Monographs) (Volume 2) 2001, Cambridge University Press.
30. Roebroeck A., Formisano E., Goebel R. Mapping directed influence over the brain using Granger causality and fMRI. Neuroimage 2005, 25(1):230-242.
31. Seth A., Edelman G. Distinguishing causal interactions in neural populations. Neural Comput 2007, 19(4):910-933.
32. Welch P.D. The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms. IEEE Trans Audio Electroacoust 1967, 15:70-73.
33. Smith S., Bannister P.R., Beckmann C., et al. FSL: New tools for functional and structural brain image analysis. Neuroimage 2001, 13:S249.
34. Bannister P.R., Jenkinson M. Robust affine motion correction in fMRI time series. Neuroimage 2001, 13.
35. Jenkinson M., Smith S. A global optimisation method for robust affine registration of brain images. Med Image Anal 2001, 5(2):143-156.
36. Friston K.J., Worsley K.J., Frackowiak R.S.J., Mazziotta J.C., Evans A.C. Assessing the significance of focal activations using their spatial extent. Hum Brain Mapp 1993, 1(3):210-220.
37. Zhang Y., Brady M., Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans Med Imag 2001, 20(1):45-57.
38. Anderson M., Robinson J. Permutation tests for linear models. Australian & New Zealand Journal of Statistics 2001, 43(1):75-88.
39. Nichols T., Holmes A. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapp 2002, 15(1):1-25.
40. LeSage JP. Econometrics Toolbox for MATLAB.
41. Poulin M.J., Liang P.J., Robbins P.A. Dynamics of the cerebral blood flow response to step changes in end-tidal PCO2 and PO2 in humans. J Appl Physiol 1996, 81(3):1084-1095.
42. Peng T., Rowley A., Ainslie P., Poulin M. Payne S 2007, Multivariate System Identification for Cerebral Autoregulation, Ann Biomed Eng.
43. Cohen M., Taylor A. Short-term cardiovascular oscillations in man: measuring and modelling the physiologies. J Physiol 2002, 542(3):669-683.
44. Shea S., Walter J., Pelley C., Murphy K., Guz A. The effect of visual and auditory stimuli upon resting ventilation in man. Respir Physiol 1987, 68(3):345-357.
45. Pattinson K., Rogers R., Mayhew S., Tracey I., Wise R. Pharmacological FMRI, measuring opioid effects on the BOLD response to hypercapnia. J Cereb Blood Flow Metab 2007, 27(2):414-423.
46. Asmussen E. Regulation of respiration: "The Black Box". Acta Physiol Scand 1977, 99(1):85-90.
47. Dahan A., Teppema L.J. Influence of anaesthesia and analgesia on the control of breathing. Br J Anaesth 2003, 91(1):40-49.
48. Kotajima F., Meadows G., Morrell M., Corfield D. Cerebral blood flow changes associated with fluctuations in alpha and theta rhythm during sleep onset in humans. J Physiol 2005, 568(Pt 1):305-313.
49. Ackermann H., Riecker A. The contribution(s) of the insula to speech production: a review of the clinical and functional imaging literature. Brain Struct Funct 2010, 214(5-6):419-433.
50. Payne S.J. A model of the interaction between autoregulation and neural activation in the brain. Math Biosci 2006, 204(2):260-281.
51. Deshpande G., Sathian K., Hu X. Effect of hemodynamic variability on Granger causality analysis of fMRI. Neuroimage 2010, 52(3):884-896.
52. Elwell C.E., Springett R., Hillman E., Delpy D.T. Oscillations in cerebral haemodynamics. Implications for functional activation studies. Adv Exp Med Biol 1999, 471:57-65.
53. Hudetz A.G., Biswal B.B., Shen H., Lauer K.K., Kampine J.P. Spontaneous fluctuations in cerebral oxygen supply. An introduction. Adv Exp Med Biol 1998, 454:551-559.
54. Obrig H., Neufang M., Wenzel R., et al. Spontaneous low frequency oscillations of cerebral hemodynamics and metabolism in human adults. Neuroimage 2000, 12(6):623-639.
55. Lundberg N. Continuous recording and control of ventricular fluid pressure in neurosurgical practice. Acta Psychiatr Scand Suppl 1960, 36(149):1-193.
56. Diehl R.R., Diehl B., Sitzer M., Hennerici M. Spontaneous oscillations in cerebral blood flow velocity in normal humans and in patients with carotid artery disease. Neurosci Lett 1991, 127(1):5-8.
57. Shmueli K., van Gelderen P., de Zwart J., et al. Low-frequency fluctuations in the cardiac rate as a source of variance in the resting-state fMRI BOLD signal. Neuroimage 2007, 38(2):306-320.