Enhanced control of dorsolateral prefrontal cortex neurophysiology with real-time functional magnetic resonance imaging (rt-fMRI) neurofeedback training and working memory practice

NeuroImage

Volumn 124, Issue , 2016, Pages 214-223

  Sherwood, Matthew S ^a,b   Kane, Jessica H ^a,c   Weisend, Michael P ^a   Parker, Jason G ^a,b  

^a WRIGHT STATE UNIVERSITY   (United States)

^b Wright State University   (United States)

^c WRIGHT STATE UNIVERSITY   (United States)

Author keywords

Dorsolateral prefrontal cortex; FMRI; Neurofeedback; Working memory

Indexed keywords

ADULT; ARTICLE; AUTOREGULATION; BOLD SIGNAL; COGNITION; COHORT ANALYSIS; DORSOLATERAL PREFRONTAL CORTEX; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; NEUROFEEDBACK; NEUROPHYSIOLOGY; NORMAL HUMAN; PRIORITY JOURNAL; TASK PERFORMANCE; WORKING MEMORY; ADOLESCENT; BRAIN MAPPING; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PREFRONTAL CORTEX; PROCEDURES; SHORT TERM MEMORY; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN MAPPING; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MEMORY, SHORT-TERM; NEUROFEEDBACK; PREFRONTAL CORTEX; YOUNG ADULT;

EID: 84943419124     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2015.08.074     Document Type: Article

References (71)

1. Ashby F.G. Statistical Analysis of fMRI Data 2011, MIT Press, Cambridge, MA.
2. Baroncelli L., Braschi C., Spolidoro M., Begenisic T., Maffei L., Sale A. Brain plasticity and disease: a matter of inhibition. Neural Plast. 2011, 2011:286073.
3. Beckmann C., Jenkinson M., Smith S.M. General multi-level linear modelling for group analysis in fMRI. NeuroImage 2003, 20(2):1052-1063.
4. Berman B.D., Horovitz S.G., Venkataraman G., Hallett M. Self-modulation of primary motor cortex activity with motor and motor imagery tasks using real-time fMRI-based neurofeedback. NeuroImage 2012, 59(2):917-925.
5. Berman B.D., Horovitz S.G., Hallett M. Modulation of functionally localized right insular cortex activity using real-time fMRI-based neurofeedback. Front. Hum. Neurosci. 2013, 7:638.
6. Birbaumer N., Cohen L.G. Brain-computer interfaces: communication and restoration of movement in paralysis. J. Physiol. 2007, 579(3):621-636.
7. Buschkuehl M., Jaeggi S.M., Hutchison S., Perriq-Chiello P., Däpp C., Müller M., Fabio B., Hoppeler H., Perriq W.J. Impact of working memory training on memory performance in old-old adults. Psychol. Aging 2008, 23(4):743-753.
8. Cannon R., Lubar J., Congedo M., Thornton K., Towler K., Hutchens T. The effects of neurofeedback training in the cognitive division of the anterior cingulate gyrus. Int. J. Neurosci. 2007, 117:337-357.
9. Caria A., Veit R., Sitaram R., Lotze M., Weiskopf N., Grodd W., Birbaumer N. Regulation of anterior insular cortex activity using real-time fMRI. NeuroImage 2007, 35(3):1238-1246.
10. Chiew M., LaConte S.M., Graham S.J. Investigation of fMRI neurofeedback of differential primary motor cortex activity using kinesthetic motor imagery. NeuroImage 2012, 61(1):21-31.
11. Collins D.L., Holmes C.H., Peters T.M. Automatic 3-D model-based neuroanatomical segmentation. Hum. Brain Mapp. 1995, 3(3):190-208.
12. Daly J.J., Wolpaw J.R. Brain-computer interfaces in neurological rehabilitation. Lancet Neurol. 2008, 7(11):1032-1043.
13. deCharms R.C., Christoff K., Glover G.H., Pauly J.M., Whitfield S., Gabrieli J.D.E. Learned regulation of spatially localized brain activation using real-time fMRI. NeuroImage 2004, 21(1):436-443.
14. deCharms R.C., Maeda F., Glover G.H., Ludlow D., Pauly J.M., Soneji D., Gabrieli J.D.E., Mackey S.C. Control over brain activation and pain learned by using real-time functional MRI. Proc. Natl. Acad. Sci. U. S. A. 2005, 102(51):18626-18631.
15. Delacour J., Houcine O., Costa J.C. Evidence for a cholinergic mechanism of "learned" changes in the responses of barrel field neurons of the awake and undrugged rat. Neuroscience 1990, 34(1):1-8.
16. D'Esposito M., Postle B.R., Rypma B. Prefrontal cortical contributions to WM: evidence from event-related fMRI studies. Exp. Brain Res. 2000, 133:3-11.
17. Ehrenreich H., Bartels C., Sargin D., Stawicki S., Krampe H. Recombinant human erythropoietin in the treatment of human brain disease: focus on cognition. J. Ren. Nutr. 2008, 18(1):146-153.
18. Fraser C., Power M., Hamdy S., Rothwell J., Hobday D., Hollaander I., Tyrell P., Hobson A., Williams S., Thomson D. Driving plasticity in human adult motor cortex is associated with improved motor function after brain injury. Neuron 2002, 34(5):831-840.
19. Friston K.J., Holmes A.P., Poline J.B., Grasby P.J., Williams S.C.R., Frackowiak R.S.J., Turner R. Analysis of fMRI time-series revisited. NeuroImage 1995, 2(1):45-53.
20. Garlick G. Understanding the nature of the general factor of intelligence: the role of individual differences in neural plasticity as an explanatory mechanism. Psychol. Rev. 2002, 109(1):116-136.
21. Greuel J.M., Luhmann H.J., Singer W. Pharmacological induction of use-dependent receptive field modifications in the visual cortex. Science 1988, 242(4875):74-77.
22. Greve D.N., Fischl B. Accurate and robust brain image alignment using boundary-based registration. NeuroImage 2009, 48(1):63-72.
23. Haller S., Birbaumer N., Veit R. Real-time fMRI feedback training may improve chronic tinnitus. Eur. Radiol. 2010, 20:696-703.
24. Haller S., Kopel R., Jhooti P., Haas T., Scharnowski F., Lovblad K., Scheffler K., Van De Ville D. Dynamic reconfiguration of human brain functional networks through neurofeedback. NeuroImage 2013, 81:243-252.
25. Hamilton J.P., Glover G.H., Hsu J., Johnson R.F., Gotlib I.H. Modulation of subgenual anterior cingulate cortex activity with real-time neurofeedback. Hum. Brain Mapp. 2011, 32(1):22-31.
26. Hebb D.O. The Organization of Behavior: A Neuropsychological Approach 1949, Wiley, New York, NY.
27. Jaeggi S.M., Buschkuehl M., Jonides J., Perrig W.J. Improving fluid intelligence with training on working memory. Proc. Natl. Acad. Sci. U. S. A. 2008, 105(19):6829-6833.
28. Jaeggi S.M., Buschkeuhl M., Jonides J., Shah P. Short- and long-term benefits of cognitive training. Proc. Natl. Acad. Sci. U. S. A. 2011, 108(25):10081-10086.
29. Jausovec N., Jausovec K. Working memory training: improving intelligence - changing brain activity. Brain Cogn. 2012, 79(2):96-106.
30. Jenkins W.M., Merzenich M.M. Reorganization of neocortical representations after brain injury: a neurophysiological model of the bases of recover from stroke. Prog. Brain Res. 1987, 71:249-266.
31. Jenkinson M., Smith S.M. A global optimisation method for robust affine registration of brain images. Med. Image Anal. 2001, 5(2):143-156.
32. Jenkinson M., Bannister P., Brady M., Smith S.M. Improved optimisation for the robust and accurate linear registration and motion correction of brain images. NeuroImage 2002, 17(2):825-841.
33. Johnston S., Linden D.E., Healy D., Goebel R., Habes I., Boehm S.G. Upregulation of emotion areas through neurofeedback with a focus on positive mood. Cogn. Affect. Behav. Neurosci. 2011, 11:44-51.
34. Kleim J.A., Hogg T.M., VandenBerg P.M., Cooper N.R., Bruneau R., Remple M. Cortical synaptogenesis and motor map reorganization occur during late, but not early, phase of motor skill learning. J. Neurosci. 2004, 24(3):628-633.
35. Lee S., Ruiz S., Caria A., Veit R., Birbaumer N., Sitaram R. Detection of cerebral reorganization induced by real-time fMRI feedback training of insula activation: a multivariate investigation. Neurorehabil. Neural Repair 2011, 25(3):259-267.
36. Linden D.E., Habes I., Johnston S.J., Linden S., Tatineni R., Subramanian L., Sorger B., Healy D., Goebel R. Real-time self-regulation of emotion networks in patients with depression. PLoS One 2012, 7(6):e38115.
37. Mak J.N., Wolpaw J.R. Clinical applications of brain-computer interfaces: current state and future prospects. IEEE Rev. Biomed. Eng. 2009, 2:187-199.
38. Mazziotta J., Toga A., Evans A., Fox P., Lancaster J., Zilles K., Woods R., Paus T., Simpson G., Pike B., Holmes C., Collins L., Thompson P., MacDonald D., Iacoboni M., Schomann T., Amunts K., Palomero-Gallagher N., Geyer S., Parsons L., Narr K., Kabani N., Le Goualher G., Boomsma D., Cannon T., Kawashimi R., Mazoyer B. A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM). Philos. Trans. R. Soc. Lond. Ser. B 2001, 356(1412):1293-1322.
39. McCaig R.G., Dixon M., Keramatian K., Liu I., Christoff K. Improved modulation of rostrolateral prefrontal cortex using real-time fMRI training and meta-cognitive awareness. NeuroImage 2011, 55(3):1298-1305.
40. McKinley R.A., McIntire L., Bridges N., Goodyear C., Weisend M.P. Acceleration of image analyst training with transcranial direct current stimulation. Behav. Neurosci. 2013, 127(6):936-946.
41. Oleson P.J., Westerberg H., Klingberg T. Increased prefrontal and parietal activity after training of working memory. Nat. Neurosci. 2004, 7:75-79.
42. Owen A.M., McMillan K.M., Laird A.R., Bullmore E. N-Back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Hum. Brain Mapp. 2005, 25(1):46-59.
43. Papageorgiou T.D., Curtis W.A., McHenry M., LaConte S.M. Neurofeedback of two motor functions using supervised learning-based real-time functional magnetic resonance imaging. Eng. Med. Biol. Soc., 2009. EMBC 2009. Annu. Int. Conf. IEEE 2009, 5377-5380.
44. Pascual-Leone A., Tarazona F., Keenan J., Tormos J.M., Hamilton R., Catala M.D. Transcranial magnetic stimulation and neuroplasticity. Neuropsychology 1998, 37(2):207-217.
45. Pleger B., Foerster A.F., Ragert P., Dinse H.R., Schwenkreis P., Malin J.P., Nicolas V., Tegenthoff M. Functional imaging of perceptual learning in human primary and secondary somatosensory cortex. Neuron 2003, 40(3):643-653.
46. Posner M.I., Presti D.E. Selective attention and cognitive control. Trends Neurosci. 1987, 10(1):13-17.
47. Posse S., Fitzgerald D., Gao K., Habel U., Rosenberg D., Moore G.J., Schneider F. Real-time fMRI of temporolimbic regions detects amygdala activation during single-trial self-induced sadness. NeuroImage 2003, 18(3):760-768.
48. Ros T., Munneke M.A.M., Ruge D., Gruzelier J.H., Rothwell J.C. Endogenous control of waking brain rhythms induces neuroplasticity in humans. Eur. J. Neurosci. 2010, 31(4):770-778.
49. Rota G., Sitaram R., Veit R., Erb M., Weiskopf N., Dogil G., Birbaumer N. Self-regulation of regional cortical activity using real-time fMRI: the right inferior frontal gyrus and linguistic processing. Hum. Brain Mapp. 2009, 30(5):1605-1614.
50. Rota G., Handjaras G., Sitaram R., Birbaumer N., Dogil G. Reorganization of functional and effective connectivity during real-time fMRI-BCI modulation of prosody processing. Brain Lang. 2011, 117(3):123-132.
51. Ruiz S., Lee S., Soekadar S.R., Caria A., Veit R., Kircher T., Birbaumer N., Sitaram R. Acquired self-control of insula cortex modulates emotion recognition and brain network connectivity in schizophrenia. Hum. Brain Mapp. 2013, 34(1):200-212.
52. Sakas D.E., Panourias I.G., Simpson B.A., Krames E.S. An introduction to operative neuromodulation and functional neuroprosthetics, the new frontiers of clinical neuroscience and biotechnology. Operative Neuromodulation 2007, 3-10. Springer, Vienna. D.E. Sakas, B.A. Simpson, E.S. Krames (Eds.).
53. Scharnowski F., Hutton C., Josephs O., Weiskopf N., Rees G. Improving visual perception through neurofeedback. J. Neurosci. 2012, 32(49):17830-17841.
54. Shibata K., Watanabe T., Sasaki Y., Kawato M. Perceptual learning incepted by decoded fMRI neurofeedback without stimulus presentation. Science 2011, 334(6061):1413-1415.
55. Sitaram R., Veit R., Stevens B., Caria A., Gerloff C., Birbaumer N., Hummel F. Acquired control of ventral premotor cortex activity by feedback training: an exploratory real-time fMRI and TMS study. Neurorehabil. Neural Repair 2012, 26(3):256-265.
56. Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17(3):143-155.
57. Smith S.M., Jenkinson M., Woorich M.W., Beckmann C.G., 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., Matthews P.M. Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 2004, 23(S1):S208-S219.
58. Subramanian L., Hindle J.V., Johnston S., Roberts M.V., Husain M., Goebel R., Linden D. Real-time functional magnetic resonance imaging neurofeedback for treatment of Parkinson's disease. J. Neurosci. 2011, 31(45):16309-16317.
59. Sulzer J., Haller S., Scharnowski F., Weiskopf N., Birbaumer N., Blefari M.L., Bruehl A.B., Cohen L.G., deCharms R.C., Gassert R., Goebel R., Herwig U., LaConte S., Linden D., Luft A., Seifritz E., Sitaram R. Real-time fMRI neurofeedback: progress and challenges. NeuroImage 2013, 76:386-399.
60. Sulzer J., Sitaram R., Blefari M.L., Kollias S., Birbaumer N., Stephan K.E., Luft A., Gassert R. Neurofeedback-mediated self-regulation of the dopaminergic midbrain. NeuroImage 2013, 83:817-825.
61. Vaughan T.M., McFarland D.J., Schalk G., Sarnacki W.A., Krusienski D.J., Sellers E.W., Wolpaw J.R. The Wadsworth BCI research and development program: at home with BCI. IEEE Trans. Neural Syst. Rehabil. Eng. 2006, 14(2):229-233.
62. Veit R., Singh V., Sitaram R., Caria A., Rauss K., Birbaumer N. Using real-time fMRI to learn voluntary regulation of the anterior insula in the presence of threat-related stimuli. Soc. Cogn. Affect. Neurosci. 2012, 7(6):623-634.
63. Wieloch T., Nikolich K. Mechanisms of neural plasticity following brain injury. Curr. Opin. Neurobiol. 2006, 16(3):258-264.
64. Woolrich M.W., Jbabdi S., Patenaude B., Chappell M., Makni S., Behrens T., Beckmann C., Jenkinson M., Smith S.M. Bayesian analysis of neuroimaging data in FSL. NeuroImage 2009, 45(1, S1):S173-S186.
65. Yoo J.J., Hinds O., Ofen N., Thompson T.W., Whitfield-Gabrieli S., Triantafyllou C., Gabrieli J.D.E. When the brain is prepared to learn: enhancing human learning using real-time fMRI. NeuroImage 2012, 59(1):846-852.
66. Young K.D., Zotev V., Phillips R., Misaki M., Yuan H., Drevets W.C., Bodurka J. Real-time fMRI neurofeedback training of amygdala activity in patients with major depressive disorder. PLoS One 2014, 9(2):e88785.
67. Zhang G., Li X., Zhang H., Long Z., Zhao X. Improved working memory performance through self-regulation of dorsal lateral prefrontal cortex activation using real-time fMRI. PLoS One 2013, 8(8):e73735.
68. Zhang G., Zhang H., Li X., Zhao X., Yao L., Long Z. Functional alteration of the DMN by learned regulation of the PCC using real-time fMRI. IEEE Trans. Neural Syst. Rehabil. Eng. 2013, 21(4):595-606.
69. Ziemann U., Wittenberg G.F., Cohen L.G. Stimulation-induced within-representation and across-representation plasticity in human motor cortex. J. Neurosci. 2002, 22(13):5563-5571.
70. Zotev V., Krueger F., Phillips R., Alvarez R.P., Simmons W.K., Bellgowan P., Drevets W.C., Bodurka J. Self-regulation of amygdala activation using real-time fMRI neurofeedback. PLoS One 2011, 6(9):e24522.
71. Zotev V., Phillips R., Young K.D., Drevets W.C., Bodurka J. Prefrontal control of the amygdala during real-time fMRI neurofeedback training of emotion regulation. PLoS One 2013, 8(11):e79184.