Functional connectivity of the cortical swallowing network in humans

NeuroImage

Volumn 76, Issue , 2013, Pages 33-44

  Babaei, Arash ^a   Ward, B Douglas ^a   Siwiec, Robert M ^a   Ahmad, Shahryar ^a   Kern, Mark ^a   Nencka, Andrew ^a   Li, Shi Jiang ^a   Shaker, Reza ^a  

^a MEDICAL COLLEGE OF WISCONSIN   (United States)

Author keywords

Deglutition; Reproducibility; Resting connectivity; Seed based

Indexed keywords

ADULT; ARTICLE; BOLD SIGNAL; BRAIN CORTEX; CINGULATE GYRUS; CLINICAL PROTOCOL; CONTROLLED STUDY; CORRELATION COEFFICIENT; CORTICAL SWALLOWING NETWORK; DATA PROCESSING; FEMALE; FUNCTIONAL CONNECTIVITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; INSULA; MALE; NERVE CELL NETWORK; NORMAL HUMAN; PARIETAL CORTEX; PREFRONTAL CORTEX; PRIORITY JOURNAL; REPRODUCIBILITY; REST; SENSORIMOTOR CORTEX; SWALLOWING; TASK PERFORMANCE;

ADULT; BRAIN MAPPING; CEREBRAL CORTEX; DEGLUTITION; EVOKED POTENTIALS; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; NEURAL PATHWAYS; YOUNG ADULT;

EID: 84876304378     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.01.037     Document Type: Article

References (59)

1. Arfanakis K., Cordes D., Haughton V.M., Moritz C.H., Quigley M.A., Meyerand M.E. Combining independent component analysis and correlation analysis to probe interregional connectivity in fMRI task activation datasets. Magn. Reson. Imaging 2000, 18:921-930.
2. Babaei A., Ward B.D., Li S.J., Shaker R. Reproducibility of the resting and active state connectivity of the "deglutition connectome". Gastroenterology 2011, 140:S-368.
3. Babaei A., Ward B.D., Ahmad S., Patel A., Nencka A., Li S.J., Hyde J., Shaker R. Reproducibility of swallow-induced cortical BOLD positive and negative fMRI activity. Am. J. Physiol. Gastrointest. Liver Physiol. 2012, 303:G600-G609.
4. Barer D.H. The natural history and functional consequences of dysphagia after hemispheric stroke. J. Neurol. Neurosurg. Psychiatry 1989, 52:236-241.
5. Birn R.M., Bandettini P.A., Cox R.W., Jesmanowicz A., Shaker R. Magnetic field changes in the human brain due to swallowing or speaking. Magn. Reson. Med. 1998, 40:55-60.
6. Biswal B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34:537-541.
7. Bressler S.L., Coppola R., Nakamura R. Episodic multiregional cortical coherence at multiple frequencies during visual task performance. Nature 1993, 366:153-156.
8. Buzsaki G., Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304:1926-1929.
9. Carter A.R., Astafiev S.V., Lang C.E., Connor L.T., Rengachary J., Strube M.J., Pope D.L., Shulman G.L., Corbetta M. Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann. Neurol. 2010, 67:365-375.
10. Chai X.J., Castanon A.N., Ongur D., Whitfield-Gabrieli S. Anticorrelations in resting state networks without global signal regression. Neuroimage 2012, 59:1420-1428.
11. Chen G., Ward B.D., Xie C., Li W., Wu Z., Jones J.L., Franczak M., Antuono P., Li S.J. Classification of Alzheimer disease, mild cognitive impairment, and normal cognitive status with large-scale network analysis based on resting-state functional MR imaging. Radiology 2011, 259:213-221.
12. Connor L.T., DeShazo Braby T., Snyder A.Z., Lewis C., Blasi V., Corbetta M. Cerebellar activity switches hemispheres with cerebral recovery in aphasia. Neuropsychologia 2006, 44:171-177.
13. Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nature reviews. Neuroscience 2002, 3:201-215.
14. Corbetta M., Kincade M.J., Lewis C., Snyder A.Z., Sapir A. Neural basis and recovery of spatial attention deficits in spatial neglect. Nat. Neurosci. 2005, 8:1603-1610.
15. Cordes D., Haughton V.M., Arfanakis K., Wendt G.J., Turski P.A., Moritz C.H., Quigley M.A., Meyerand M.E. Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am. J. Neuroradiol. 2000, 21:1636-1644.
16. Cox R.W. AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput. Biomed. Res. 1996, 29:162-173.
17. Daniels S.K., Foundas A.L., Iglesia G.C., Sullivan M.A. Lesion site in unilateral stroke patients with dysphagia. J. Stroke Cerebrovasc. Dis. 1996, 6:30-34.
18. Dosenbach N.U., Visscher K.M., Palmer E.D., Miezin F.M., Wenger K.K., Kang H.C., Burgund E.D., Grimes A.L., Schlaggar B.L., Petersen S.E. A core system for the implementation of task sets. Neuron 2006, 50:799-812.
19. Ernst T., Speck O., Itti L., Chang L. Simultaneous correction for interscan patient motion and geometric distortions in echoplanar imaging. Magn. Reson. Med. 1999, 42:201-205.
20. Fair D.A., Dosenbach N.U., Church J.A., Cohen A.L., Brahmbhatt S., Miezin F.M., Barch D.M., Raichle M.E., Petersen S.E., Schlaggar B.L. Development of distinct control networks through segregation and integration. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:13507-13512.
21. 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., Petersen S.E. A method for using blocked and event-related fMRI data to study "resting state" functional connectivity. Neuroimage 2007, 35:396-405.
22. Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 2007, 8:700-711.
23. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc. Natl. Acad. Sci. U. S. A. 2005, 102:9673-9678.
24. Fox M.D., Corbetta M., Snyder A.Z., Vincent J.L., Raichle M.E. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc. Natl. Acad. Sci. U. S. A. 2006, 103:10046-10051.
25. Fox M.D., Snyder A.Z., Zacks J.M., Raichle M.E. Coherent spontaneous activity accounts for trial-to-trial variability in human evoked brain responses. Nat. Neurosci. 2006, 9:23-25.
26. 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, 44:162-167.
27. Goveas J.S., Xie C., Ward B.D., Wu Z., Li W., Franczak M., Jones J.L., Antuono P.G., Li S.J. Recovery of hippocampal network connectivity correlates with cognitive improvement in mild Alzheimer's disease patients treated with donepezil assessed by resting-state fMRI. J. Magn. Reson. Imaging 2011, 34:764-773.
28. Greicius M.D., Krasnow B., Reiss A.L., Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. U. S. A. 2003, 100:253-258.
29. Greicius M.D., Supekar K., Menon V., Dougherty R.F. Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb. Cortex 2009, 19:72-78.
30. Hamdy S., Aziz Q., Rothwell J.C., Singh K.D., Barlow J., Hughes D.G., Tallis R.C., Thompson D.G. The cortical topography of human swallowing musculature in health and disease. Nat. Med. 1996, 2:1217-1224.
31. Hamdy S., Rothwell J.C., Brooks D.J., Bailey D., Aziz Q., Thompson D.G. Identification of the cerebral loci processing human swallowing with H2(15)O PET activation. J. Neurophysiol. 1999, 81:1917-1926.
32. Hamdy S., Aziz Q., Thompson D.G., Rothwell J.C. Physiology and pathophysiology of the swallowing area of human motor cortex. Neural Plast. 2001, 8:91-97.
33. Hampson M., Peterson B.S., Skudlarski P., Gatenby J.C., Gore J.C. Detection of functional connectivity using temporal correlations in MR images. Hum. Brain Mapp. 2002, 15:247-262.
34. He B.J., Snyder A.Z., Vincent J.L., Epstein A., Shulman G.L., Corbetta M. Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 2007, 53:905-918.
35. Horwitz B. The elusive concept of brain connectivity. Neuroimage 2003, 19:466-470.
36. Kern M.K., Jaradeh S., Arndorfer R.C., Shaker R. Cerebral cortical representation of reflexive and volitional swallowing in humans. Am. J. Physiol. Gastrointest. Liver Physiol. 2001, 280:G354-G360.
37. Lowell S.Y., Reynolds R.C., Chen G., Horwitz B., Ludlow C.L. Functional connectivity and laterality of the motor and sensory components in the volitional swallowing network. Exp. Brain Res. 2012, 219:85-96.
38. Martin R.E., Goodyear B.G., Gati J.S., Menon R.S. Cerebral cortical representation of automatic and volitional swallowing in humans. J. Neurophysiol. 2001, 85:938-950.
39. Martin R.E., MacIntosh B.J., Smith R.C., Barr A.M., Stevens T.K., Gati J.S., Menon R.S. Cerebral areas processing swallowing and tongue movement are overlapping but distinct: a functional magnetic resonance imaging study. J. Neurophysiol. 2004, 92:2428-2443.
40. Martino R., Terrault N., Ezerzer F., Mikulis D., Diamant N.E. Dysphagia in a patient with lateral medullary syndrome: insight into the central control of swallowing. Gastroenterology 2001, 121:420-426.
41. Martino R., Foley N., Bhogal S., Diamant N., Speechley M., Teasell R. Dysphagia after stroke: incidence, diagnosis, and pulmonary complications. Stroke 2005, 36:2756-2763.
42. Morgan V.L., Price R.R. The effect of sensorimotor activation on functional connectivity mapping with MRI. Magn. Reson. Imaging 2004, 22:1069-1075.
43. Mosier K., Bereznaya I. Parallel cortical networks for volitional control of swallowing in humans. Exp. Brain Res. 2001, 140:280-289.
44. Murphy K., Birn R.M., Handwerker D.A., Jones T.B., Bandettini P.A. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?. Neuroimage 2009, 44:893-905.
45. Park C.H., Chang W.H., Ohn S.H., Kim S.T., Bang O.Y., Pascual-Leone A., Kim Y.H. Longitudinal changes of resting-state functional connectivity during motor recovery after stroke. Stroke 2011, 42:1357-1362.
46. 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, 98:676-682.
47. Rodriguez E., George N., Lachaux J.P., Martinerie J., Renault B., Varela F.J. Perception's shadow: long-distance synchronization of human brain activity. Nature 1999, 397:430-433.
48. Roelfsema P.R., Engel A.K., Konig P., Singer W. Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 1997, 385:157-161.
49. Saad Z.S., Glen D.R., Chen G., Beauchamp M.S., Desai R., Cox R.W. A new method for improving functional-to-structural MRI alignment using local Pearson correlation. Neuroimage 2009, 44:839-848.
50. Saad Z.S., Gotts S.J., Murphy K., Chen G., Jo H.J., Martin A., Cox R.W. Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect. 2012, 2:25-32.
51. Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
52. Smithard D.G., O'Neill P.A., England R.E., Park C.L., Wyatt R., Martin D.F., Morris J. The natural history of dysphagia following a stroke. Dysphagia 1997, 12:188-193.
53. Smithard D.G., Smeeton N.C., Wolfe C.D. Long-term outcome after stroke: does dysphagia matter?. Age Ageing 2007, 36:90-94.
54. Stein T., Moritz C., Quigley M., Cordes D., Haughton V., Meyerand E. Functional connectivity in the thalamus and hippocampus studied with functional MR imaging. AJNR Am. J. Neuroradiol. 2000, 21:1397-1401.
55. Talaraich J., Tournoux P. Co-Planar Stereotaxic Atlas of the Human Brain 1988, Thieme Medical Publishers, New York.
56. Van Dijk K.R., Hedden T., Venkataraman A., Evans K.C., Lazar S.W., Buckner R.L. Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J. Neurophysiol. 2010, 103:297-321.
57. Varela F., Lachaux J.P., Rodriguez E., Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2001, 2:229-239.
58. Vincent J.L., Snyder A.Z., Fox M.D., Shannon B.J., Andrews J.R., Raichle M.E., Buckner R.L. Coherent spontaneous activity identifies a hippocampal-parietal memory network. J. Neurophysiol. 2006, 96:3517-3531.
59. Vincent J.L., Patel G.H., Fox M.D., Snyder A.Z., Baker J.T., Van Essen D.C., Zempel J.M., Snyder L.H., Corbetta M., Raichle M.E. Intrinsic functional architecture in the anaesthetized monkey brain. Nature 2007, 447:83-86.