A Study of Brain Networks Associated with Swallowing Using Graph-Theoretical Approaches

PLoS ONE

Volumn 8, Issue 8, 2013, Pages

  Luan, Bo ^a   Sörös, Peter ^b   Sejdić, Ervin ^a  

^a University of Pittsburgh   (United States)

^b UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CALCULATION; CONTROLLED STUDY; FEMALE; FUNCTIONAL ANATOMY; HUMAN; HUMAN EXPERIMENT; MATHEMATICAL ANALYSIS; MATHEMATICAL COMPUTING; NERVE CELL NETWORK; NORMAL HUMAN; SALIVA; SWALLOWING; TASK PERFORMANCE;

ADULT; ALGORITHMS; BRAIN; BRAIN MAPPING; DEGLUTITION; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; PSYCHOMOTOR PERFORMANCE; YOUNG ADULT;

EID: 84883249649     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0073577     Document Type: Article

References (44)

1. Mbonda E, Claus D, Bonnier C, Evrard P, Gadisseux JF, et al. (1995) Prolonged dysphagia caused by congenital pharyngeal dysfunction. The Journal of Pediatrics 126: 923-927.
2. Sejdić E, Steele CM, Chau T, (2009) Segmentation of dual-axis swallowing accelerometry signals in healthy subjects with analysis of anthropometric effects on duration of swallowing activities. IEEE Transactions on Biomedical Engineering 56: 1090-1097.
3. Sporns O, Zwi J, (2004) The small world of the cerebral cortex. Neuroinformatics 2: 145-162.
4. Watts DJ, Strogatz SH, (1998) Collective dynamics of 'small-world' networks. Nature 393: 440-442.
5. Kaiser M, (2011) A tutorial in connectome analysis: Topological and spatial features of brain networks. NeuroImage 57: 892-907.
6. Hamdy S, Mikulis DJ, Crawley A, Xue S, Lau H, et al. (1999) Cortical activation during human volitional swallowing: an event-related fMRI study. American Journal of Physiology - Gastrointestinal and Liver Physiology 277: G219-1-G225-7.
7. Kern MK, Jaradeh S, Arndorfer RC, Shaker R, (2001) Cerebral cortical representation of reexive and volitional swallowing in humans. American Journal of Physiology - Gastrointestinal and Liver Physiology 280: G354-1-G360-7.
8. Dziewas R, Sörös P, Ishii R, Chau W, Henningsen H, et al. (2003) Neuroimaging evidence for cortical involvement in the preparation and in the act of swallowing. NeuroImage 20: 135-144.
9. Martin RE, MacIntosh BJ, Smith RC, Barr AM, Stevens TK, et al. (2004) Cerebral areas processing swallowing and tongue movement are overlapping but distinct: A functional magnetic resonance imaging study. Journal of Neurophysiology 92: 2428-2493.
10. Martin RE, Barr AM, MacIntosh B, Smith RC, Stevens T, et al. (2007) Cerebral cortical processing of swallowing in older adults. Experimental Brain Research 176: 12-22.
11. Lowell SY, Poletto CJ, Knorr-Chung BR, Reynolds RC, Simonyan K, et al. (2008) Sensory stimulation activates both motor and sensory components of the swallowing system. NeuroImage 42: 285-295.
12. Martin RE, Goodyear BG, Gati JS, Menon RS, (2001) Cerebral cortical representation of automatic and volitional swallowing in humans. Journal of Neurophysiology 85: 938-950.
13. Mosier KM, Liu WC, Maldjian JA, Shah R, Modi B, (1999) Lateralization of cortical function in swallowing: A functional MR imaging study. American Journal of Neuroradiology 20: 1520-1526.
14. Zald DH, Pardo JV, (1999) The functional neuroanatomy of voluntary swallowing. Annals of Neurology 46: 281-286.
15. Sörös P, Inamoto Y, Martin RE, (2009) Functional brain imaging of swallowing: an activation likelihood estimation meta-analysis. Human Brain Mapping 30: 2426-39.
16. Sörös P, Al-Otaibi F, Wong SWH, Shoemaker JK, Mirsattari SM, et al. (2011) Stuttered swallowing: Electric stimulation of the right insula interferes with water swallowing. a case report. BMC Neurology 11: 20.
17. Friston KJ, Ashburner JT, Kiebel SJ, Nichols TE, Penny WD, editors (2006) Statistical Parametric Mapping: The Analysis of Functional Brain Images. Jordan Hill, GBR: Academic Press.
18. Friston KJ, Frith CD, Frackowiak RSJ, Turner R, (1995) Characterizing dynamic brain responses with fMRI: A multivariate approach. NeuroImage 2: 166-172.
19. Liu Y, Liang M, Zhou Y, He Y, Hao Y, et al. (2008) Disrupted small-world networks in schizophrenia. Brain 131: 945-961.
20. Rubinov M, Sporns O, (2010) Complex network measures of brain connectivity: Uses and interpretations. NeuroImage 52: 1059-1069.
21. Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E, (2006) A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. The Journal of Neuroscience 26: 63-72.
22. Salvador R, Suckling J, Coleman MR, Pickard JD, Menon D, et al. (2005) Neurophysiological architecture of functional magnetic resonance images of human brain. Cerebral Cortex 15: 1332-1342.
23. Zeng LL, Shen H, Liu L, Wang L, Li B, et al. (2012) Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis. Brain 135: 1498-1507.
24. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, et al. (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. NeuroImage 15: 273-289.
25. Brett M, Anton JL, Valabregue R, Poline JB (2002) Region of interest analysis using an SPM toolbox. In: 8th International Conference on Functional Mapping of the Human Brain. Sendai, Japan.
26. Bullmore E, Sporns O, (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 10: 186-198.
27. Barabasi AL, Albert R, Jeong H, (2000) Scale-free characteristics of random networks: the topology of the world-wide web. Physica A: Statistical Mechanics and its Applications 281: 69-77.
28. Sporns O, Chialvo DR, Kaiser M, Hilgetag CC, (2004) Organization, development and function of complex brain networks. Trends in Cognitive Sciences 8: 418-425.
29. Li Y, Liu Y, Li J, Qin W, Li K, et al. (2009) Brain anatomical network and intelligence. PLOS Computational Biology 5: e1000395-1-17.
30. Boccaletti S, Latora V, Moreno Y, Chavez M, Hwang DU, (2006) Complex networks: Structure and dynamics. Physics Reports 424: 175-308.
31. Latora V, Marchiori M, (2001) Efficient behavior of small-world networks. Physical Review Letters 87: 198701-1-4.
32. Achard S, Bullmore E, (2007) Efficiency and cost of economical brain functional networks. PLoS Computational Biology 3: e17-0174-0183.
33. Supekar K, Musen M, Menon V, (2009) Development of large-scale functional brain networks in children. PLoS Biology 7: e1000157-1-15.
34. Newman MEJ, (2003) The structure and function of complex networks. SIAM Review 45: 167-256.
35. Strogatz SH, (2001) Exploring complex networks. Nature 410: 268-276.
36. Gong G, He Y, Concha L, Lebel C, Gross DW, et al. (2009) Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cerebral Cortex 19: 524-536.
37. Bassett DS, Bullmore E, Verchinski BA, Mattay VS, Weinberger DR, et al. (2008) Hierarchical organization of human cortical networks in health and schizophrenia. The Journal of Neuroscience 28: 9239-9248.
38. Ravasz E, Barabási AL, (2003) Hierarchical organization in complex networks. Physical Review E 67: 026112-1-7.
39. Honey CJ, Sporns O, Cammoun L, Gigandet X, Thiran JP, et al. (2009) Predicting human resting-state functional connectivity from structural connectivity. Proceedings of the National Academy of Sciences 106: 2035-2040.
40. Whittaker J, (1992) Graphical models in applied multivariate statistics. Journal of Classification 9: 159-160.
41. Supekar K, Menon V, Rubin D, Musen M, Greicius MD, (2008) Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLoS Computational Biology 4: e1000100-1-11.
42. Liao W, Zhang Z, Pan Z, Mantini D, Ding J, et al. (2010) Altered functional connectivity and small-world in mesial temporal lobe epilepsy. PloS one 5: e8525.
43. Mann HB, Whitney DR, (1947) On a test of whether one of two random variables is stochastically larger than the other. Analysis of Mathematical Statistics 18: 50-60.
44. Wang L, Li Y, Metzak P, He Y, Woodward TS, (2010) Age-related changes in topological patterns of large-scale brain functional networks during memory encoding and recognition. NeuroImage 50: 862-872.