Literature DB >> 19585589

Improving fMRI sensitivity by normalization of basal physiologic state.

Hanzhang Lu1, Uma S Yezhuvath, Guanghua Xiao.   

Abstract

The power of fMRI in assessing neural activities is hampered by inter-subject variations in basal physiologic parameters, which may not be related to neural activation but has a modulatory effect on fMRI signals. Therefore, normalization of fMRI signals with these parameters is useful in reducing variations and improving sensitivity of this important technique. Recently, we have shown that basal venous oxygenation is a significant modulator of fMRI signals and individuals with higher venous oxygenation tend to have lower fMRI signals. In this study, we aim to test the utility of venous oxygenation normalization in distinguishing subject groups. A "model" condition was used in which two visual stimuli with different flashing frequencies were used to stimulate two subject groups, respectively, thereby simulating the situation of control and patient groups. It was found that visual-evoked BOLD signal is significantly correlated with baseline venous T2 (P = 0.0003) and inclusion of physiologic modulator in the regression analysis can substantially reduce P values of group-level statistical tests. When applied to voxel-wise analysis, the normalization process can allow the detection of more significant voxels. The utility of other basal parameters, including blood pressure, heart rate, arterial oxygenation, and end-tidal CO(2), in BOLD normalization was also assessed and it was found that the improvement was less significant. Time-to-peak of the BOLD responses was also studied and it was found that subjects with higher basal venous oxygenation tend to slower BOLD responses. 2009 Wiley-Liss, Inc.

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Year:  2010        PMID: 19585589      PMCID: PMC2797559          DOI: 10.1002/hbm.20846

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  45 in total

1.  Linear coupling between cerebral blood flow and oxygen consumption in activated human cortex.

Authors:  R D Hoge; J Atkinson; B Gill; G R Crelier; S Marrett; G B Pike
Journal:  Proc Natl Acad Sci U S A       Date:  1999-08-03       Impact factor: 11.205

2.  Novel approach to the measurement of absolute cerebral blood volume using vascular-space-occupancy magnetic resonance imaging.

Authors:  Hanzhang Lu; Meng Law; Glyn Johnson; Yulin Ge; Peter C M van Zijl; Joseph A Helpern
Journal:  Magn Reson Med       Date:  2005-12       Impact factor: 4.668

3.  Nonlinear responses of cerebral blood volume, blood flow and blood oxygenation signals during visual stimulation.

Authors:  Hong Gu; Elliot A Stein; Yihong Yang
Journal:  Magn Reson Imaging       Date:  2005-11-03       Impact factor: 2.546

4.  Calibration of BOLD fMRI using breath holding reduces group variance during a cognitive task.

Authors:  Moriah E Thomason; Lara C Foland; Gary H Glover
Journal:  Hum Brain Mapp       Date:  2007-01       Impact factor: 5.038

5.  Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI.

Authors:  Rasmus M Birn; Jason B Diamond; Monica A Smith; Peter A Bandettini
Journal:  Neuroimage       Date:  2006-04-24       Impact factor: 6.556

6.  Detrimental effects of BOLD signal in arterial spin labeling fMRI at high field strength.

Authors:  Hanzhang Lu; Manus J Donahue; Peter C M van Zijl
Journal:  Magn Reson Med       Date:  2006-09       Impact factor: 4.668

7.  Quantitative BOLD: mapping of human cerebral deoxygenated blood volume and oxygen extraction fraction: default state.

Authors:  Xiang He; Dmitriy A Yablonskiy
Journal:  Magn Reson Med       Date:  2007-01       Impact factor: 4.668

8.  Caffeine alters the temporal dynamics of the visual BOLD response.

Authors:  Thomas T Liu; Yashar Behzadi; Khaled Restom; Kamil Uludag; Kun Lu; Giedrius T Buracas; David J Dubowitz; Richard B Buxton
Journal:  Neuroimage       Date:  2004-12       Impact factor: 6.556

9.  A calibration method for quantitative BOLD fMRI based on hyperoxia.

Authors:  Peter A Chiarelli; Daniel P Bulte; Richard Wise; Daniel Gallichan; Peter Jezzard
Journal:  Neuroimage       Date:  2007-05-31       Impact factor: 6.556

10.  Sources of systematic bias in hypercapnia-calibrated functional MRI estimation of oxygen metabolism.

Authors:  Peter A Chiarelli; Daniel P Bulte; Stefan Piechnik; Peter Jezzard
Journal:  Neuroimage       Date:  2006-10-09       Impact factor: 6.556

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  20 in total

1.  Calibrating BOLD fMRI activations with neurovascular and anatomical constraints.

Authors:  Xin Di; Sridhar S Kannurpatti; Bart Rypma; Bharat B Biswal
Journal:  Cereb Cortex       Date:  2012-02-17       Impact factor: 5.357

2.  Age differences in the motor control of speech: An fMRI study of healthy aging.

Authors:  Pascale Tremblay; Marc Sato; Isabelle Deschamps
Journal:  Hum Brain Mapp       Date:  2017-03-06       Impact factor: 5.038

3.  An introduction to normalization and calibration methods in functional MRI.

Authors:  Thomas T Liu; Gary H Glover; Bryon A Mueller; Douglas N Greve; Gregory G Brown
Journal:  Psychometrika       Date:  2012-12-29       Impact factor: 2.500

4.  Searching for a truly "iso-metabolic" gas challenge in physiological MRI.

Authors:  Shin-Lei Peng; Harshan Ravi; Min Sheng; Binu P Thomas; Hanzhang Lu
Journal:  J Cereb Blood Flow Metab       Date:  2016-07-20       Impact factor: 6.200

5.  A comparison of physiologic modulators of fMRI signals.

Authors:  Peiying Liu; Andrew C Hebrank; Karen M Rodrigue; Kristen M Kennedy; Denise C Park; Hanzhang Lu
Journal:  Hum Brain Mapp       Date:  2012-03-28       Impact factor: 5.038

6.  A randomized, placebo-controlled proof-of-concept, crossover trial of phenytoin for hydrocortisone-induced declarative memory changes.

Authors:  E Sherwood Brown; Hanzhang Lu; Daren Denniston; Jinsoo Uh; Binu P Thomas; Thomas J Carmody; Richard J Auchus; Ramon Diaz-Arrastia; Carol Tamminga
Journal:  J Affect Disord       Date:  2013-02-28       Impact factor: 4.839

Review 7.  Noise concerns and post-processing procedures in cerebral blood flow (CBF) and cerebral blood volume (CBV) functional magnetic resonance imaging.

Authors:  Manus J Donahue; Meher R Juttukonda; Jennifer M Watchmaker
Journal:  Neuroimage       Date:  2016-09-11       Impact factor: 6.556

8.  Interpreting oxygenation-based neuroimaging signals: the importance and the challenge of understanding brain oxygen metabolism.

Authors:  Richard B Buxton
Journal:  Front Neuroenergetics       Date:  2010-06-17

Review 9.  Building a Science of Individual Differences from fMRI.

Authors:  Julien Dubois; Ralph Adolphs
Journal:  Trends Cogn Sci       Date:  2016-04-30       Impact factor: 20.229

Review 10.  Blood oxygenation level-dependent (BOLD)-based techniques for the quantification of brain hemodynamic and metabolic properties - theoretical models and experimental approaches.

Authors:  Dmitriy A Yablonskiy; Alexander L Sukstanskii; Xiang He
Journal:  NMR Biomed       Date:  2012-08-28       Impact factor: 4.044

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