Investigating hemodynamic response variability at the group level using basis functions

NeuroImage

Volumn 49, Issue 3, 2010, Pages 2113-2122

  Steffener, Jason ^a   Tabert, Matthias ^a,b   Reuben, Aaron ^a   Stern, Yaakov ^a  

^a Columbia University College of Physicians and Surgeons ^*  (United States)

^b NEW YORK STATE PSYCHIATRIC INSTITUTE   (United States)

Author keywords

Basis sets; Brain imaging; Delay; fMRI; Group analysis; Hemodynamic response

Indexed keywords

ADULT; AGE DISTRIBUTION; ARTICLE; BRAIN BLOOD FLOW; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMODYNAMIC MONITORING; HUMAN; IMAGE PROCESSING; MALE; MATHEMATICAL ANALYSIS; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL; REFERENCE VALUE; SENSITIVITY ANALYSIS; STIMULUS RESPONSE; TASK PERFORMANCE;

BRAIN; BRAIN MAPPING; CEREBROVASCULAR CIRCULATION; FEMALE; HEMODYNAMICS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; PHOTIC STIMULATION; YOUNG ADULT;

EID: 71849107069     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2009.11.014     Document Type: Article

References (42)

1. Aguirre G.K., Zarahn E., and D'Esposito M. The variability of human, BOLD hemodynamic responses. NeuroImage 8 (1998) 360-369
2. Ances B.M., Liang C.L., Leontiev O., Perthen J.E., Fleisher A.S., Lansing A.E., and Buxton R.B. Effects of aging on cerebral blood flow, oxygen metabolism, and blood oxygenation level dependent responses to visual stimulation. Hum. Brain. Mapp. 30 (2009) 1120-1132
3. Beckmann C.F., Jenkinson M., and Smith S.M. General multilevel linear modeling for group analysis in FMRI. NeuroImage 20 (2003) 1052-1063
4. Calhoun V.D., Stevens M.C., Pearlson G.D., and Kiehl K.A. fMRI analysis with the general linear model: removal of latency-induced amplitude bias by incorporation of hemodynamic derivative terms. NeuroImage 22 (2004) 252-257
5. Casanova Ryali S., Serences J., Yang L., Kraft R., Laurienti P.J., and Maldjian J.A. The impact of temporal regularization on estimates of the BOLD hemodynamic response function: a comparative analysis. NeuroImage 40 (2008) 1606-1618
6. D'Esposito M., Postle B.R., Ballard D., and Lease J. Maintenance versus manipulation of information held in working memory: an event-related fMRI study. Brain. and. Cognition. 41 (1999) 66-86
7. D'Esposito M., Deouell L.Y., and Gazzaley A. Alterations in the BOLD fMRI signal with ageing and disease: a challenge for neuroimaging. Nat. Rev. Neurosci. 4 (2003) 863-872
8. Ford J.M., Johnson M.B., Whitfield S.L., Faustman W.O., and Mathalon D.H. Delayed hemodynamic responses in schizophrenia. NeuroImage 26 (2005) 922-931
9. Friman O., Borga M., Lundberg P., and Knutsson H. Adaptive analysis of fMRI data. NeuroImage 19 (2003) 837-845
10. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., and Turner R. Event-related fMRI: characterizing differential responses. NeuroImage 7 (1998) 30-40
11. Glover G.H. Deconvolution of impulse response in event-related BOLD fMRI. NeuroImage 9 (1999) 416-429
12. Goutte C., Nielsen F.A., and Hansen L.K. Modeling the haemodynamic response in fMRI using smooth FIR filters. IEEE. Trans. Med. Imaging. 19 (2000) 1188-1201
13. Handwerker D.A., Ollinger J.M., and D'Esposito M. Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. NeuroImage 21 (2004) 1639-1651
14. Henson R.N., Price C.J., Rugg M.D., Turner R., and Friston K.J. Detecting latency differences in event-related BOLD responses: application to words versus nonwords and initial versus repeated face presentations. NeuroImage 15 (2002) 83-97
15. Kable J.W., and Glimcher P.W. The neural correlates of subjective value during intertemporal choice. Nat. Neurosci. 10 (2007) 1625-1633
16. Kiehl K.A., and Liddle P.F. An event-related functional magnetic resonance imaging study of an auditory oddball task in schizophrenia. Schizophr. Res. 48 (2001) 159-171
17. Lee A.T., Glover G., and Meyer C.H. Discrimination of large venous vessels in time-course spiral blood-oxygen-level-dependent magnetic-resonance functional neuroimaging. Magn. Reson. Med. 33 (1995) 745-754
18. Lemieux L., Laufs H., Carmichael D., Paul J.S., Walker M.C., and Duncan J.S. Noncanonical spike-related BOLD responses in focal epilepsy. Hum. Brain Mapp. 29 (2008) 329-345
19. Leopold D.A., Murayama Y., and Logothetis N.K. Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. Cereb. Cortex 13 (2003) 422-433
20. Liao C.H., Worsley K.J., Poline J.B., Aston J.A.D., Duncan G.H., and Evans A.C. Estimating the delay of the fMRI response. NeuroImage 16 (2002) 593-606
21. Lindquist M.A., and Wager T.D. Validity and power in hemodynamic response modeling: a comparison study and a new approach. Hum. Brain Mapp. 28 (2007) 764-784
22. Lindquist M.A., Meng Loh J., Atlas L.Y., and Wager T.D. Modeling the hemodynamic response function in fMRI: efficiency, bias and mis-modeling. NeuroImage 45 (2009) S187-S198
23. Marrelec G., Benali H., Ciuciu P., Pelegrini-Issac M., and Poline J.B. Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information. Hum. Brain Mapp. 19 (2003) 1-17
24. Matthews P.M., Honey G.D., and Bullmore E.T. Applications of fMRI in translational medicine and clinical practice. Nat. Rev. Neurosci. 7 (2006) 732-744
25. Nichols T.E., and Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum. Brain Mapp. 15 (2002) 1-25
26. Pfeuffer J., McCullough J.C., Van de Moortele P.-F., Ugurbil K., and Hu X. Spatial dependence of the nonlinear BOLD response at short stimulus duration. NeuroImage 18 (2003) 990-1000
27. Ress D., and Heeger D.J. Neuronal correlates of perception in early visual cortex. Nat. Neurosci. 6 (2003) 414-420
28. Rorden C., and Brett M. Stereotaxic display of brain lesions. Behav. Neurol. 12 (2000) 191-200
29. Saad Z.S., Ropella K.M., Cox R.W., and DeYoe E.A. Analysis and use of FMRI response delays. Hum. Brain Mapp. 13 (2001) 74-93
30. Salek-Haddadi A., Friston K.J., Lemieux L., and Fish D.R. Studying spontaneous EEG activity with fMRI. Brain Res. Brain Res. Rev. 43 (2003) 110-133
31. Salek-Haddadi A., Diehl B., Hamandi K., Merschhemke M., Liston A., Friston K., Duncan J.S., Fish D.R., and Lemieux L. Hemodynamic correlates of epileptiform discharges: an EEG-fMRI study of 63 patients with focal epilepsy. Brain Res. 1088 (2006) 148-166
32. Schmolesky M.T., Wang Y., Hanes D.P., Thompson K.G., Leutgeb S., Schall J.D., and Leventhal A.G. Signal timing across the macaque visual system. J. Neurophysiol. 79 (1998) 3272-3278
33. Smith S.M., Jenkinson M., Woolrich M.W., Beckmann C.F., Behrens T.E.J., Johansen-Berg H., Bannister P.R., De Luca M., Drobnjak I., Flitney D.E., Niazy R.K., Saunders J., Vickers J., Zhang Y., De Stefano N., Brady J.M., and Matthews P.M. Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 23 (2004) S208-S219
34. Stevens M.C., Calhoun V.D., and Kiehl K.A. Hemispheric differences in hemodynamics elicited by auditory oddball stimuli. NeuroImage 26 (2005) 782-792
35. Tikhonov A.N., and Arsenin V.Y. Solution of Ill-posed Problems (1977), W.H. Winston, Washington D.C.
36. Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., and Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage 15 (2002) 273-289
37. Wierenga C.E., Benjamin M., Gopinath K., Perlstein W.M., Leonard C.M., Rothi L.J., Conway T., Cato M.A., Briggs R., and Crosson B. Age-related changes in word retrieval: role of bilateral frontal and subcortical networks. Neurobiol. Aging. 29 (2008) 436-451
38. Woolrich M.W., Behrens T.E., and Smith S.M. Constrained linear basis sets for HRF modelling using variational Bayes. NeuroImage 21 (2004) 1748-1761
39. Woolrich M.W., Chiarelli P., Gallichan D., Perthen J., and Liu T.T. Bayesian inference of hemodynamic changes in functional arterial spin labeling data. Magn. Reson. Med. 56 (2006) 891-906
40. Worsley K.J., and Taylor J.E. Detecting fMRI activation allowing for unknown latency of the hemodynamic response. NeuroImage 29 (2006) 649-654
41. Yang Y., Engelien W., Pan H., Xu S., Silbersweig D.A., and Stern E. A CBF-based event-related brain activation paradigm: characterization of impulse-response function and comparison to BOLD. NeuroImage 12 (2000) 287-297
42. Zarahn E., Aguirre G.K., and D'Esposito M. Empirical analyses of BOLD fMRI statistics. NeuroImage 5 (1997) 179-197