Task-related, low-frequency task-residual, and resting state activity in the default mode network brain regions

Frontiers in Psychology

Volumn 3, Issue MAY, 2012, Pages

  Zhang, Sheng ^a   Li, Chiang Shan R ^a,b  

^a YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b YALE UNIVERSITY   (United States)

Author keywords

Default mode network; Functional magnetic resonance imaging; Independent component analysis; Posterior cingulate cortex; Precuneus; Spontaneous fluctuation

Indexed keywords

EID: 84867036648     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2012.00172     Document Type: Article

References (80)

1. Andreasen, N. C., O'Leary, D. S., Cizadlo, T., Arndt, S., Rezai, K., Watkins, G. L., Ponto, L. L., and Hichwa, R. D. (1995). II. PET studies of memory: novel versus practiced free recall of word lists. Neuroimage 2, 296-305.
2. Andreasen, N. C., O'Leary, D. S., Paradiso, S., Cizadlo, T., Arndt, S., Watkins, G. L., Ponto, L. L., and Hichwa, R. D. (1999). The cere- bellum plays a role in conscious episodic memory retrieval. Hum. Brain Mapp. 8, 226-234.
3. Arfanakis, K., Cordes, D., Haughton, V. M., Moritz, C. H., Quigley, M. A., and Meyerand, M. E. (2000). Combining independent compo- nent analysis and correlation analy- sis to probe interregional con- nectivity in fMRI task activation datasets. Magn. Reson. Imaging 18, 921-930.
4. Ashburner, J., and Friston, K. J. (1999). Nonlinear spatial normal- ization using basis functions. Hum. Brain Mapp. 7, 254-266.
5. Bell, A. J., and Sejnowski, T. J. (1995). An information maximisa- tion approach to blind separation and blind deconvolution. Neural Comput. 7, 1129-1159.
6. Berman, R. A., Colby, C. L., Genovese, C. R., Voyvodic, J. T., Luna, B., Thulborn, K. R., and Sweeney, J. A. (1999). Cortical networks subserv- ing pursuit and saccadic eye move- ments in humans: an fMRI study. Hum. Brain Mapp. 8, 209-225.
7. Birn, R. M., Diamond, J. B., Smith, M. A., and Bandettini, P. A. (2006). Separating respiratory- variation-related fluctuations from neuronal-activity-related fluctu- ations in fMRI. Neuroimage 31, 1536-1548.
8. Bonnelle, V., Leech, R., Kinnunen, K. M., Ham, T. E., Beckmann, C. F., De Boissezon, X., Greenwood, R. J., and Sharp, D. J. (2011). Default mode network connectivity predicts sus- tained attention deficits after trau- matic brain injury. J. Neurosci. 31, 13442-13451.
9. Buckner, R. L., Andrews-Hanna, J. R., and Schacter, D. L. (2008). The brain's default network: anatomy, function, and relevance to disease. Ann. N. Y. Acad. Sci. 1124, 1-38.
10. Calhoun, V. D., Adali, T., McGinty, V. B., Pekar, J. J., Watson, T. D., and Pearlson, G. D. (2001a). fMRI acti- vation in a visual-perception task: network of areas detected using the general linear model and indepen- dent components analysis. Neuroim- age 14, 1080-1088.
11. Calhoun, V. D., Adali, T., Pearlson, G. D., and Pekar, J. J. (2001b). A method for making group inferences from functional MRI data using inde- pendent component analysis. Hum. Brain Mapp. 14, 140-151.
12. Calhoun, V. D., Adali, T., and Pekar, J. J. (2004). A method for compar- ing group fMRI data using indepen- dent component analysis: applica- tion to visual, motor and visuomo- tor tasks. Magn. Reson. Imaging 22, 1181-1191.
13. Calhoun, V. D., Kiehl, K. A., and Pearl- son, G. D. (2008). Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks. Hum. Brain Mapp. 29, 828-838.
14. Chang, C., Cunningham, J. P., and Glover, G. H. (2009). Influence of heart rate on the BOLD signal: the cardiac response function. Neuroim- age 44, 857-869.
15. Chao, H. H., Luo, X., Chang, J. L., and Li, C. S. (2009). Activation of the pre-supplementary motor area but not inferior prefrontal cortex in association with short stop sig- nal reaction time - an intra-subject analysis. BMC Neurosci. 10, 75. doi:10.1186/1471-2202-10-75
16. Damoiseaux, J. S., Rombouts, S. A., Barkhof, F., Scheltens, P., Stam, C. J., Smith, S. M., and Beckmann, C. F. (2006). Consistent resting-state networks across healthy subjects. Proc. Natl. Acad. Sci. U.S.A. 103, 13848-13853.
17. Davis, K. D., Taylor, S. J., Crawley, A. P., Wood, M. L., and Mikulis, D. J. (1997). Functional MRI of pain-and attention-related activations in the human cingulate cortex. J. Neuro- physiol. 77, 3370-3380.
18. De Jong, R., Coles, M. G., Logan, G. D., and Gratton, G. (1990). In search of the point of no return: the control of response processes. J. Exp. Psychol. Hum. Percept. Perform. 16, 164-182.
19. Fair, D. A., Schlaggar, B. L., Cohen, A. L., Miezin, F. M., Dosenbach, N. U., Wenger, K. K., Fox, M. D., Snyder, A. Z., Raichle, M. E., and Petersen, S. E. (2007). A method for using blocked and event-related fMRI data to study "resting state" functional connectiv- ity. Neuroimage 35, 396-405.
20. Fink, G. R., Markowitsch, H. J., Reinke- meier, M., Bruckbauer, T., Kessler, J., and Heiss, W. D. (1996). Cerebral representation of one's own past: neural networks involved in autobi- ographical memory. J. Neurosci. 16, 4275-4282.
21. Fox, M. D., and Raichle, M. E. (2007). Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 8, 700-711.
22. Fox, M. D., Snyder, A. Z., Zacks, J. M., and Raichle, M. E. (2006a). Coher- ent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nat. Neu- rosci. 9, 23-25.
23. Fox, M. D., Corbetta, M., Snyder, A. Z., Vincent, J. L., and Raichle, M. E. (2006b). Spontaneous neuronal activity distinguishes human dor- sal and ventral attention systems. Proc. Natl. Acad. Sci. U.S.A. 103, 10046-10051.
24. Fransson, P. (2005). Spontaneous low- frequency BOLD signal fluctuations: an fMRI investigation of the resting- state default mode of brain function hypothesis. Hum. Brain Mapp. 26, 15-29.
25. Fransson, P. (2006). How default is the default mode of brain function? Fur- ther evidence from intrinsic BOLD signal fluctuations. Neuropsycholo- gia 44, 2836-2845.
26. Friston, K., Ashburner, J., Frith, C., Polone, J., Heather, J., and Frackowiak, R. (1995a). Spatial registration and normalization of images. Hum. Brain Mapp. 2, 165-189.
27. Friston, K., Holmes, A. P., Worsley, K. J., Poline, J. B., Frith, C., and Frack- owiak, R. (1995b). Statistical para- metric maps in functional imaging: a general linear approach. Hum. Brain Mapp. 2, 189-210.
28. Garavan, H., Kelley, D., Rosen, A., Rao, S. M., and Stein, E. A. (2000). Practice- related functional activation changes in a working memory task. Microsc. Res. Tech. 51, 54-63.
29. Ghaem, O., Mellet, E., Crivello, F., Tzou- rio, N., Mazoyer, B., Berthoz, A., and Denis, M. (1997). Mental navigation along memorized routes acti- vates the hippocampus, precuneus, and insula. Neuroreport 8, 739-744.
30. Gilbert, S. J., Dumontheil, I., Simons, J. S., Frith, C. D., and Burgess, P. W. (2007). Comment on "Wander- ing minds: the default network and stimulus-independent thought". Sci- ence 317, 43; author reply 43.
31. Greicius, M. D., Krasnow, B., Reiss, A. L., and Menon, V. (2003). Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. U.S.A. 100, 253-258.
32. Gusnard, D. A., Raichle, M. E., and Raichle, M. E. (2001a). Searching for a baseline: functional imaging and the resting human brain. Nat. Rev. Neurosci. 2, 685-694.
33. Gusnard, D. A., Akbudak, E., Shulman, G. L., and Raichle, M. E. (2001b). Medial prefrontal cortex and self- referential mental activity: relation to a default mode of brain func- tion. Proc. Natl. Acad. Sci. U.S.A. 98, 4259-4264.
34. Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C. J., Wedeen, V. J., and Sporns, O. (2008). Map- ping the structural core of human cerebral cortex. PLoS Biol. 6, e159. doi:10.1371/journal.pbio.0060159
35. Hahn, B., Ross, T. J., and Stein, E. A. (2007). Cingulate activation increases dynamically with response speed under stimulus unpredictabil- ity. Cereb. Cortex 17, 1664-1671.
36. Hampson, M., Driesen, N. R., Skud- larski, P., Gore, J. C., and Consta- ble, R. T. (2006). Brain connectivity related to working memory perfor- mance. J. Neurosci. 26, 13338-13343.
37. Hendrick, O. M., Ide, J. S., Luo, X., and Li, C. S. (2010). Dissociable processes of cognitive control dur- ing error and non-error conflicts: a study of the stop signal task. PLoS ONE 5, e13155. doi:10.1371/jour- nal.pone.0013155
38. Himberg, J., Hyvarinen, A., and Espos- ito, F. (2004). Validating the inde- pendent components of neuroimaging time series via clustering and visualization. Neuroimage 22, 1214-1222.
39. Ide, J. S., and Li, C. S. (2011a). A cerebellar thalamic cortical circuit for error-related cognitive control. Neuroimage 54, 455-464.
40. Ide, J. S., and Li, C. S. (2011b). Error-related functional con- nectivity of the habenula in humans. Front. Hum. Neurosci. 5:25. doi:10.3389/fnhum.2011.00025
41. Jafri, M. J., Pearlson, G. D., Stevens, M., and Calhoun, V. D. (2008). A method for functional network connectivity among spatially inde- pendent resting-state components in schizophrenia. Neuroimage 39, 1666-1681.
42. Knauff, M., Fangmeier, T., Ruff, C. C., and Johnson-Laird, P. N. (2003). Reasoning, models, and images: behavioral measures and corti- cal activity. J. Cogn. Neurosci. 15, 559-573.
43. Leech, R., Braga, R., and Sharp, D. J. (2012). Echoes of the brain within the posterior cingulate cortex. J. Neurosci. 32, 215-222.
44. Leech, R., Kamourieh, S., Beckmann, C. F., and Sharp, D. J. (2011). Frac- tionating the default mode network: distinct contributions of the ventral and dorsal posterior cingulate cortex to cognitive control. J. Neurosci. 31, 3217-3224.
45. Levitt, H. (1971). Transformed up- down methods in psychoacoustics. J. Acoust. Soc. Am. 49(Suppl. 2), 467. Li, C. S., Huang, C., Constable, R. T., and Sinha, R., (2006). Imag- ing response inhibition in a stop- signal task: neural correlates inde- pendent of signal monitoring and post-response processing. J. Neu- rosci. 26, 186-192.
46. Li, C. S., Chao, H. H., and Lee, T. W. (2009a). Neural correlates of speeded as compared with delayed responses in a stop signal task: an indirect analog of risk taking and association with an anxiety trait. Cereb. Cortex 19, 839-848.
47. Li, C. S., Zhang, S., Duann, J. R., Yan, P., Sinha, R., and Mazure, C. M. (2009b). Gender differ- ences in cognitive control: an extended investigation of the stop signal task. Brain Imaging Behav. 3, 262-276.
48. Li, C. S., Yan, P., Bergquist, K. L., and Sinha, R.,(2007a). Greater activation of the "default" brain regions pre- dicts stop signal errors. Neuroimage 38, 640-648.
49. Li, Y. O., Adali, T., and Calhoun, V. D. (2007b). Estimating the number of independent components for func- tional magnetic resonance imag- ing data. Hum. Brain Mapp. 28, 1251-1266.
50. Lin, P., Hasson, U., Jovicich, J., and Robinson, S. (2011). A neuronal basis for task-negative responses in the human brain. Cereb. Cortex 21, 821-830.
51. Luks, T. L., and Simpson, G. V. (2004). Preparatory deployment of attention to motion activates higher-order motion-processing brain regions. Neuroimage 22, 1515-1522.
52. Markowitsch, H. J., Thiel, A., Reinke- meier, M., Kessler, J., Koyuncu, A., and Heiss, W. D. (2000). Right amyg- dalar and temporofrontal activa- tion during autobiographic, but not during fictitious memory retrieval. Behav. Neurol. 12, 181-190.
53. Markowitsch, H. J., Vandekerckhove, M. M., Lanfermann, H., and Russ, M. O. (2003). Engagement of lat- eral and medial prefrontal areas in the ecphory of sad and happy auto- biographical memories. Cortex 39, 643-665.
54. Mazoyer, B., Zago, L., Mellet, E., Bricogne, S., Etard, O., Houde, O., Crivello, F., Joliot, M., Petit, L., and Tzourio-Mazoyer, N. (2001). Corti- cal networks for working memory and executive functions sustain the conscious resting state in man. Brain Res. Bull. 54, 287-298.
55. McKeown, M. J., Makeig, S., Brown, G. G., Jung, T. P., Kindermann, S. S., Bell, A. J., and Sejnowski, T. J. (1998). Analysis of fMRI data by blind separation into independent spatial components. Hum. Brain Mapp. 6, 160-188.
56. McKiernan, K.A., D'Angelo, B. R., Kauf- man, J. N., and Binder, J. R. (2006). Interrupting the "stream of con- sciousness": an fMRI investigation. Neuroimage 29, 1185-1191.
57. McKiernan, K. A., Kaufman, J. N., Kucera-Thompson, J., and Binder, J. R. (2003). A parametric manip- ulation of factors affecting task- induced deactivation in functional neuroimaging. J. Cogn. Neurosci. 15, 394-408.
58. Morcom, A. M., and Fletcher, P. C. (2007). Does the brain have a base- line? Why we should be resisting a rest. Neuroimage 37, 1073-1082.
59. Osaka, M., Osaka, N., Kondo, H., Mor- ishita, M., Fukuyama, H., Aso, T., and Shibasaki, H. (2003). The neural basis of individual differences in working memory capacity: an fMRI study. Neuroimage 18, 789-797.
60. Pearson, J. M., Heilbronner, S. R., Barack, D. L., Hayden, B. Y., and Platt, M. L. (2011). Posterior cin- gulate cortex: adapting behavior to a changing world. Trends Cogn. Sci. (Regul. Ed.) 15, 143-151.
61. Pfefferbaum, A., Chanraud, S., Pitel, A. L., Muller-Oehring, E., Shankara- narayanan, A., Alsop, D. C., Rohlfing, T., and Sullivan, E. V. (2011). Cere- bral blood flow in posterior cortical nodes of the default mode network decreases with task engagement but remains higher than in most brain regions. Cereb. Cortex 21, 233-244.
62. Raichle, M. E., Macleod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., and Shulman, G. L. (2001). A default mode of brain function. Proc. Natl. Acad. Sci. U.S.A. 98, 676-682.
63. Raichle, M. E., and Snyder, A. Z. (2007). A default mode of brain function: a brief history of an evolving idea. Neuroimage 37, 1083-1090; discussion 1097-1089.
64. Rothmayr, C., Baumann, O., Endestad, T., Rutschmann, R. M., Magnussen, S., and Greenlee, M. W. (2007). Dissociation of neural correlates of verbal and non-verbal visual working memory with different delays. Behav. Brain Funct. 3, 56.
65. Shannon, B. J. (2006). Functional Anatomic Studies of Memory Retrieval and the Default Mode. PhD thesis, Washington University in St. Louis, 184.
66. Shmuel, A., Yacoub, E., Chaimow, D., Logothetis, N. K., and Ugurbil, K. (2007). Spatio-temporal point- spread function of fMRI signal in human gray matter at 7 Tesla. Neu- roimage 35, 539-552.
67. Shulman, G. L., Fiez, J. A., Corbetta, M., Buckner, R. L., Miezin, F. M., Raichle, M. E., and Petersen, S. E. (1997). Common blood flow changes across visual tasks: II. Decreases in cere- bral cortex. J. Cogn. Neurosci. 9, 648-663.
68. Singh, K. D., and Fawcett, I. P. (2008). Transient and linearly graded deactivation of the human default-mode network by a visual detection task. Neuroimage 41, 100-112.
69. Sturm, W., Schmenk, B., Fimm, B., Specht, K., Weis, S., Thron, A., and Willmes, K. (2006). Spatial atten- tion: more than intrinsic alerting? Exp. Brain Res. 171, 16-25.
70. Tomasi, D., and Volkow, N. D. (2011). Association between functional con- nectivity hubs and brain networks. Cereb. Cortex 21, 2003-2013.
71. van Buuren, M., Gladwin, T. E., Zand- belt, B. B., van den Heuvel, M., Ram- sey, N. F., Kahn, R. S., and Vink, M. (2009). Cardiorespiratory effects on default-mode network activity as measured with fMRI. Hum. Brain Mapp. 30, 3031-3042.
72. Wessa, M., Houenou, J., Paillere-Martinot, M. L., Berthoz, S., Artiges, E., Leboyer, M., and Martinot, J. L. (2007). Fronto-striatal over- activation in euthymic bipolar patients during an emotional go/nogo task. Am. J. Psychiatry 164, 638-646.
73. Wise, R. G., Ide, K., Poulin, M. J., and Tracey, I. (2004). Resting fluc- tuations in arterial carbon diox- ide induce significant low frequency variations in BOLD signal. Neuroimage 21, 1652-1664.
74. Zang, Y. F., He, Y., Zhu, C. Z., Cao, Q. J., Sui, M. Q., Liang, M., Tian, L. X., Jiang, T. Z., and Wang, Y. F. (2007). Altered base- line brain activity in children with ADHD revealed by resting-state functional MRI. Brain Dev. 29, 83-91.
75. Zhang, S., and Li, C. S. (2010). A neural measure of behavioral engagement: task-residual low-frequency blood oxygenation level-dependent activ- ity in the precuneus. Neuroimage 49, 1911-1918.
76. Zhang, S., and Li, C. S. (2012a). Func- tional networks for cognitive con- trol in a stop signal task: independent component analysis. Hum. Brain Mapp. 33, 89-104.
77. Zhang, S., and Li, C. S. (2012b). Functional connectivity mapping of the human precuneus by rest- ing state fMRI. Neuroimage 59, 3548-3562.
78. Zou, Q. H., Wu, C. W., Stein, E. A., Zang, Y. F., and Yang, Y. (2009). Static and dynamic characteris- tics of cerebral blood flow during the resting state. Neuroimage 48, 515-524.
79. Zou, Q. H., Zhu, C. Z., Yang, Y., Zuo, X. N., Long, X. Y., Cao, Q. J., Wang, Y. F., and Zang, Y. F. (2008). An improved approach to detection of amplitude of low-frequency fluctu- ation (ALFF) for resting-state fMRI: fractional ALFF. J. Neurosci. Methods 172, 137-141.
80. Zysset, S., Huber, O., Ferstl, E., and von Cramon, D. Y. (2002). The anterior frontomedian cortex and evaluative judgment: an fMRI study. Neuroim- age 15, 983-991.