Validation of a novel hemodynamic model for coherent hemodynamics spectroscopy (CHS) and functional brain studies with fNIRS and fMRI

NeuroImage

Volumn 85, Issue , 2014, Pages 222-233

  Pierro, Michele L ^a   Hallacoglu, Bertan ^a   Sassaroli, Angelo ^a   Kainerstorfer, Jana M ^a   Fantini, Sergio ^a  

^a Tufts University   (United States)

Author keywords

Cerebral autoregulation; Cerebral hemodynamics; Coherent hemodynamic oscillations; Functional magnetic resonance imaging; Functional near infrared spectroscopy; Phasor analysis

Indexed keywords

ADULT; ARTICLE; AUTOREGULATION; BOLD SIGNAL; BRAIN FUNCTION; BRAIN REGION; COHERENT HEMODYNAMICS SPECTROSCOPY; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FEMALE; FUNCTIONAL ASSESSMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GASTROCNEMIUS MUSCLE; HEMODYNAMICS; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; MALE; NEAR INFRARED SPECTROSCOPY; NEUROIMAGING; PREDICTION; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; SIGNAL DETECTION; SPECTROSCOPY; VALIDATION PROCESS; YOUNG ADULT;

CEREBRAL AUTOREGULATION; CEREBRAL HEMODYNAMICS; COHERENT HEMODYNAMIC OSCILLATIONS; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEAR-INFRARED SPECTROSCOPY; PHASOR ANALYSIS;

ADULT; ALGORITHMS; BRAIN; CEREBROVASCULAR CIRCULATION; DATA INTERPRETATION, STATISTICAL; FEMALE; FUNCTIONAL NEUROIMAGING; HEMODYNAMICS; HUMANS; LEG; MAGNETIC RESONANCE IMAGING; MALE; MODELS, STATISTICAL; OXYGEN; REGIONAL BLOOD FLOW; REPRODUCIBILITY OF RESULTS; RESPIRATORY MECHANICS; SPECTROSCOPY, NEAR-INFRARED;

EID: 84889683208     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.03.037     Document Type: Article

References (42)

1. Aaslid R., Blaha M., Sviri G., Douville C.M., Newell D.W. Asymmetric dynamic cerebral autoregulatory response to cyclic stimuli. Stroke 2007, 38:1465-1469.
2. Blaber A.P., Bondar R.L., Stein F., Dunphy P.T., Moradshahi P., Kassam M.S., Freeman R. Transfer function analysis of cerebral autoregulation dynamics in autonomic failure patients. Stroke 1997, 28:1686-1692.
3. Boas D.A., Strangman G., Culver J.P., Hoge R.D., Jasdzewski G., Poldrack R.A., Rosen B.R., Mandeville J.B. Can the cerebral metabolic rate of oxygen be estimated with near-infrared spectroscopy?. Phys. Med. Biol. 2003, 48:2405-2418.
4. Boas D.A., Jones S.R., Devor A., Huppert T.J., Dale A.M. A vascular anatomical network model of the spatio-temporal response to brain activation. Neuroimage 2008, 40:1116-1129.
5. Buxton R.B. Dynamic models of BOLD contrast. Neuroimage 2012, 62:953-961.
6. Buxton R.B., Wong E.C., Frank L.R. Dynamics of blood flow and oxygenation changes during brain activation: the balloon model. Magn. Reson. Med. 1998, 39:855-864.
7. Cheng R., Shang Y., Hayes D., Saha S.P., Yu G. Noninvasive optical evaluation of spontaneous low frequency oscillations in cerebral hemodynamics. Neuroimage 2012, 62:1445-1454.
8. Claassen J.A.H.R., Levine B.D., Zhang R. Dynamic cerebral autoregulation during repeated squat-stand maneuvers. J. Appl. Physiol. 2009, 106:153-160.
9. Culver J.P., Durduran T., Furuya D., Cheung C., Greenberg J.H., Yodh A.G. Diffuse optical tomography of cerebral blood flow, oxygenation, and metabolism in rat during focal ischemia. J. Cereb. Blood Flow Metab. 2003, 23:911-924.
10. Delpy D.T., Cope M., van der Zee P., Arridge S., Wray S., Wyatt J. Estimation of optical pathlength through tissue from direct time of flight measurement. Phys. Med. Biol. 1988, 33:1433-1442.
11. Diehl R.R., Linden D., Lücke D., Berlit P. Phase relationship between cerebral blood-flow velocity and blood pressure: a clinical test of autoregulation. Stroke 1995, 26:1801-1804.
12. Durduran T., Yu G., Burnett M.G., Detre J.A., Greenberg J.H., Wang J., Zhou C., Yodh A.G. Diffuse optical measurement of blood flow, blood oxygenation, and metabolism in a human brain during sensorimotor cortex activation. Opt. Lett. 2004, 29:1766-1768.
13. Eames P.J., Potter J.F., Panerai R.B. Influence of controlled breathing patterns on cerebrovascular autoregulation and cardiac baroreceptor sensitivity. Clin. Sci. 2004, 106:155-162.
14. Fantini S. Dynamic model for the tissue concentration and oxygen saturation of hemoglobin in relation to blood volume, flow velocity, and oxygen consumption: Implications for functional neuroimaging and coherent hemodynamics spectroscopy (CHS). NeuroImage 2014, 85:202-221. (this issue).
15. Franceschini M.A., Boas D.A., Zourabian A., Diamond S.G., Nadgir S., Lin D.W., Moore J.B., Fantini S. Near-infrared spiroximetry: non-invasive measurement of venous saturation in piglets and human subjects. J. Appl. Physiol. 2002, 92:372-384.
16. Franceschini M.A., Joseph D.K., Huppert T.J., Diamond S.G., Boas D.A. Diffuse optical imaging of the whole head. J. Biomed. Opt. 2006, 11:054007.
17. Frederiks J., Swenne C.A., TenVoorde B.J., Honzikova N., Levert J.V., Maan A.C., Schalij M.J., Bruschke A.V. The importance of high-frequency paced breathing in spectral baroreflex sensitivity assessment. J. Hypertens. 2000, 18:1635-1644.
18. Gabor D. Theory of communication. J. Inst. Elect. Eng. (London) 1946, 93:429-457.
19. Hayashi T., Watabe H., Kudomi N., Kim K.M., Enmi J.-I., Hayashida K., Iida H. A theoretical model of oxygen delivery and metabolism for physiologic interpretation of quantitative cerebral blood flow and metabolic rate of oxygen. J. Cereb. Blood Flow Metab. 2003, 23:1314-1323.
20. Hyder F., Kida I., Behar K.L., Kennan R.P., Maciejewski P.K., Rothman D.L. Quantitative functional imaging of the brain: towards mapping neuronal activity by BOLD fMRI. NMR Biomed. 2001, 14:413-431.
21. Kida I., Rothman D.L., Hyder F. Dynamics of changes in blood flow, volume, and oxygenation: implications for dynamic functional magnetic resonance imaging calibration. J. Cereb. Blood Flow Metab. 2007, 27:690-696.
22. Kong Y., Zheng Y., Johnston D., Martindale J., Jones M., Billings S., Mayhew J. A model for the dynamic relationship between blood flow and volume changes during brain activation. J. Cereb. Blood Flow Metab. 2004, 24:1382-1392.
23. Lang E.W., Diehl R.R., Mehdorn H.M. Cerebral autoregulation testing after aneurysmal subarachnoid hemorrhage: the phase relationship between arterial blood pressure and cerebral blood flow velocity. Crit. Care Med. 2001, 29:158-163.
24. Lee S., Lee M., Koh D., Kim B.-M., Choi J.H. Cerebral hemodynamic responses to seizure in the mouse brain: simultaneous near-infrared spectroscopy-electroencephalography study. J. Biomed. Opt. 2010, 15:037010.
25. Leung T.S., Tachtsidis I., Tisdall M.M., Pritchard C., Smith M., Elwell C.E. Estimating a modified Grubb's exponent in healthy human brains with near infrared spectroscopy and transcranial Doppler. Physiol. Meas. 2009, 30:1-12.
26. Mandeville J.B., Marota J.J.A., Ayata C., Zaharchuk G., Moskowitz M.A., Rosen B.R., Weisskoff R.M. Evidence of a cerebrovascular postarteriole windkessel with delayed compliance. J. Cereb. Blood Flow Metab. 1999, 19:679-689.
27. Obata T., Liu T.T., Miller K.L., Luh W.-M., Wong E.C., Frank L.R., Buxton R.B. Discrepancies between BOLD and flow dynamics in primary and supplementary motor areas: application of the balloon model to the interpretation of BOLD transients. Neuroimage 2004, 21:144-153.
28. Obrig H., Neufang M., Wenzel R., Kohl M., Steinbrink J., Einhäupl K., Villringer A. Spontaneous low frequency oscillations of cerebral hemodynamics and metabolism in human adults. Neuroimage 2000, 12:623-639.
29. Parks T., McClellan J. Chebyshev approximation for nonrecursive digital filters with linear phase. Circuit Theory IEEE Trans. Circuit Theory 1972, 19:189-194.
30. Payne S.J. A model of the interaction between autoregulation and neural activation in the brain. Math. Biosci. 2006, 204:260-281.
31. Phillip D., Schytz H.W., Selb J., Payne S., Iversen H.K., Skovgaard L.T., Boas D.A., Ashina M. Low frequency oscillations in cephalic vessels assessed by near infrared spectroscopy. Eur. J. Clin. Invest. 2012, 42:1180-1188.
32. Pierro M., Sassaroli A., Bergethon P.R., Ehrenberg B.L., Fantini S. Phase-amplitude investigation of spontaneous low-frequency oscillations of cerebral hemodynamics with near-infrared spectroscopy: a sleep study in human subjects. Neuroimage 2012, 63:1571-1584.
33. Reinhard M., Müller T., Guschlbauer B., Timmer J., Hetzel A. Transfer function analysis for clinical evaluation of dynamic cerebral autoregulation: a comparison between spontaneous and respiratory-induced oscillations. Physiol. Meas. 2003, 24:27-43.
34. Reinhard M., Wehrle-Wieland E., Grabiak D., Roth M., Guschlbauer B., Timmer J., Weiller C., Hetzel A. Oscillatory cerebral hemodynamics: the macro- vs. microvascular level. J. Neurol. Sci. 2006, 250:103-109.
35. Sassaroli A., Fantini S. Comment on the modified Beer-Lambert law for scattering media. Phys. Med. Biol. 2004, 49:N255-N257.
36. Sassaroli A., Pierro M., Bergethon P.R., Fantini S. Low-frequency spontaneous oscillations of cerebral hemodynamics investigated with near-infrared spectroscopy: a review. IEEE J. Sel. Topics Quant. Electron. 2012, 18:1478-1492.
37. Taga G., Konishi Y., Maki A., Tachibana T., Fujiwara M., Koizumi H. Spontaneous oscillation of oxy- and deoxy-hemoglobin changes with a phase difference throughout the occipital cortex of newborn infants observed using non-invasive optical topography. Neurosci. Lett. 2000, 282:101-104.
38. Themelis G., D'Arceuil H., Diamond S.G., Thaker S., Huppert T.J., Boas D.A., Franceschini M.A. "Near-infrared spectroscopy measurement of the pulsatile component of cerebral blood flow and volume from arterial oscillations,". J. Biomed. Opt. 2007, 12:014033.
39. Tian F., Niu H., Khan B., Alexandrakis G., Behbehani K., Liu H. Enhanced functional brain imaging by using adaptive filtering and a depth compensation algorithm in diffuse optical tomography. IEEE Trans. Med. Imaging 2011, 30:1239-1251.
40. Zar J.H. Biostatistical Analysis 2010, Prentice Hall, Upper Saddle River, NJ. 5th edition.
41. Zhang R., Zuckerman J.H., Giller C.A., Levine B.D. Transfer function analysis of dynamic cerebral autoregulation in humans. Am. J. Physiol. Heart Circ. Physiol. 1998, 274:H233-H241.
42. Zheng F., Sassaroli A., Fantini S. Phasor representation of oxy- and deoxyhemoglobin concentrations: what is the meaning of out-of-phase oscillations as measured by near-infrared spectroscopy?. J. Biomed. Opt. 2010, 15:040512.