Regional homogeneity of resting-state fMRI contributes to both neurovascular and task activation variations

Magnetic Resonance Imaging

Volumn 31, Issue 9, 2013, Pages 1492-1500

  Yuan, Rui ^a   Di, Xin ^a   Kim, Eun H ^a   Barik, Sabrina ^a   Rypma, Bart ^c   Biswal, Bharat B ^a,b  

^a NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^b RUTGERS NEW JERSEY MEDICAL SCHOOL   (United States)

^c UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

BOLD; Breath hold; FMRI; Regional homogeneity; Resting state

Indexed keywords

ADULT; ARTICLE; BOLD SIGNAL; BREATH HOLDING; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAM; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE SCANNER; PRIORITY JOURNAL; RELIABILITY; RESTING STATE NETWORK; TASK PERFORMANCE; VOXEL BASED MORPHOMETRY; BRAIN; CHEMISTRY; COMPUTER GRAPHICS; HEMODYNAMICS; IMAGE PROCESSING; NERVE CELL; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; REPRODUCIBILITY; REST; STATISTICAL MODEL; VASCULARIZATION; YOUNG ADULT;

OXYGEN;

ADULT; BRAIN; COMPUTER GRAPHICS; FEMALE; HEMODYNAMICS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MALE; NEURONS; OXYGEN; REPRODUCIBILITY OF RESULTS; REST; YOUNG ADULT;

EID: 84885086010     PISSN: 0730725X     EISSN: 18735894     Source Type: Journal    
DOI: 10.1016/j.mri.2013.07.005     Document Type: Article

References (43)

1. Kim S.G., Ogawa S. Biophysical and physiological origins of blood oxygenation level-dependent fMRI signals. J Cereb Blood Flow Metab 2012, 32(7):1188-1206.
2. Gati J.S., Menon R.S., Ugurbil K., Rutt B.K. Experimental determination of the BOLD field strength dependence in vessels and tissue. Magn Reson Med 1997, 38(2):296-302.
3. Wise R.G., Ide K., Poulin M.J., Tracey I. Resting fluctuations in arterial carbon dioxide induce significant low frequency variations in BOLD signal. Neuroimage 2004, 21(4):1652-1664.
4. 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.
5. 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.
6. Kannurpatti S.S., Biswal B.B., Hudetz A.G. Differential fMRI-BOLD signal response to apnea in humans and anesthetized rats. Magn Reson Med 2002, 47(5):864-870.
7. Thomason M.E., Foland L.C., Glover G.H. Calibration of BOLD fMRI using breath holding reduces group variance during a cognitive task. Hum Brain Mapp 2007, 28(1):59-68.
8. Riecker A., Grodd W., Klose U., et al. Relation between regional functional MRI activation and vascular reactivity to carbon dioxide during normal aging. J Cereb Blood Flow Metab 2003, 23(5):565-573.
9. Biswal B.B., Kannurpatti S.S., Rypma B. Hemodynamic scaling of fMRI-BOLD signal: validation of low-frequency spectral amplitude as a scalability factor. Magn Reson Imaging 2007, 25(10):1358-1369.
10. Di X., Kannurpatti S.S., Rypma B., Biswal B.B. Calibrating BOLD fMRI activations with neurovascular and anatomical constraints. Cereb Cortex 2013, 23(2):255-263.
11. Kannurpatti S.S., Biswal B.B. Detection and scaling of task-induced fMRI-BOLD response using resting state fluctuations. Neuroimage 2008, 40(4):1567-1574.
12. Kannurpatti S.S., Motes M.A., Rypma B., Biswal B.B. Increasing measurement accuracy of age-related BOLD signal change: minimizing vascular contributions by resting-state-fluctuation-of-amplitude scaling. Hum Brain Mapp 2011, 32(7):1125-1140.
13. Zang Y., Jiang T., Lu Y., He Y., Tian L. Regional homogeneity approach to fMRI data analysis. Neuroimage 2004, 22(1):394-400.
14. Kendall M.G., Gibbons J.D. Rank correlation methods 1990, Oxford University Press, UK.
15. Tian L., Ren J., Zang Y. Regional homogeneity of resting state fMRI signals predicts stop signal task performance. Neuroimage 2012, 60(1):539-544.
16. Wechsler D. The psychometric tradition: developing the Wechsler Adult Intelligence Scale. Contemporary Educational Psychology 1981, 6(2):82-85.
17. Rypma B., Berger J.S., Prabhakaran V., et al. Neural correlates of cognitive efficiency. Neuroimage 2006, 33(3):969-979.
18. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., Turner R. Event-related fMRI: characterizing differential responses. Neuroimage 1998, 7(1):30-40.
19. Kannurpatti S.S., Rypma B., Biswal B.B. Prediction of task-related BOLD fMRI with amplitude signatures of resting-state fMRI. Frontiers in systems neuroscience 2012, 6:7.
20. Frostig R.D., Lieke E.E., Ts'o D.Y., Grinvald A. Cortical functional architecture and local coupling between neuronal activity and the microcirculation revealed by in vivo high-resolution optical imaging of intrinsic signals. Proc Natl Acad Sci U S A 1990, 87(16):6082-6086.
21. Grinvald A., Lieke E., Frostig R.D., Gilbert C.D., Wiesel T.N. Functional architecture of cortex revealed by optical imaging of intrinsic signals. Nature 1986, 324(6095):361-364.
22. Koopmans P.J., Barth M., Norris D.G. Layer-specific BOLD activation in human V1. Hum Brain Mapp 2010, 31(9):1297-1304.
23. Liu D., Yan C., Ren J., Yao L., Kiviniemi V.J., Zang Y. Using coherence to measure regional homogeneity of resting-state FMRI signal. Frontiers in systems neuroscience 2010, 4:24.
24. Yang H., Long X.Y., Yang Y., et al. Amplitude of low frequency fluctuation within visual areas revealed by resting-state functional MRI. Neuroimage 2007, 36(1):144-152.
25. Ni L., Qi R., Zhang L.J., et al. Altered regional homogeneity in the development of minimal hepatic encephalopathy: a resting-state functional MRI study. PLoS One 2012, 7(7):e42016.
26. Di X., Kannurpatti S.S., Rypma B., Biswal B.B. Calibrating BOLD fMRI activations with neurovascular and anatomical constraints. Cereb Cortex 2013, 23(2):255-263.
27. Kalcher K., Boubela R.N., Huf W., et al. RESCALE: voxel-specific task-fMRI scaling using resting state fluctuation amplitude. Neuroimage 2012, 70C:80-88.
28. Mennes M., Zuo X.N., Kelly C., et al. Linking inter-individual differences in neural activation and behavior to intrinsic brain dynamics. Neuroimage 2011, 54(4):2950-2959.
29. Sirotin Y.B., Das A. Anticipatory haemodynamic signals in sensory cortex not predicted by local neuronal activity. Nature 2009, 457(7228):475-479.
30. Dagli M.S., Ingeholm J.E., Haxby J.V. Localization of cardiac-induced signal change in fMRI. Neuroimage 1999, 9(4):407-415.
31. Glover G.H., Li T.Q., Ress D. Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR. Magn Reson Med 2000, 44(1):162-167.
32. Birn R.M., Diamond J.B., Smith M.A., Bandettini P.A. Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 2006, 31(4):1536-1548.
33. Shmueli K., van Gelderen P., de Zwart J.A., 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.
34. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proc Natl Acad Sci U S A 2001, 98(2):676-682.
35. Spreng R.N., Mar R.A., Kim A.S. The common neural basis of autobiographical memory, prospection, navigation, theory of mind, and the default mode: a quantitative meta-analysis. J Cogn Neurosci 2009, 21(3):489-510.
36. Gusnard D.A., Akbudak E., Shulman G.L., Raichle M.E. Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci U S A 2001, 98(7):4259-4264.
37. Zou Q., Wu C.W., Stein E.A., Zang Y., Yang Y. Static and dynamic characteristics of cerebral blood flow during the resting state. Neuroimage 2009, 48(3):515-524.
38. Mazoyer B., Zago L., Mellet E., et al. Cortical networks for working memory and executive functions sustain the conscious resting state in man. Brain Res Bull 2001, 54(3):287-298.
39. Takeuchi H., Taki Y., Nouchi R., et al. Effects of working memory training on functional connectivity and cerebral blood flow during rest. Cortex 2012, 10.1016/j.cortex.2012.09.007.
40. Shulman G.L., Fiez J.A., Corbetta M., et al. Common blood flow changes across visual tasks 2. Decreases in cerebral cortex. J Cogn Neurosci 1997, 9(5):648-663.
41. Shmuel A., Augath M., Oeltermann A., Logothetis N.K. Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat Neurosci 2006, 9(4):569-577.
42. Schridde U., Khubchandani M., Motelow J.E., Sanganahalli B.G., Hyder F., Blumenfeld H. Negative BOLD with large increases in neuronal activity. Cereb Cortex 2008, 18(8):1814-1827.
43. Goense J., Merkle H., Logothetis N.K. High-resolution fMRI reveals laminar differences in neurovascular coupling between positive and negative BOLD responses. Neuron 2012, 76(3):629-639.