Network measures predict neuropsychological outcome after brain injury

Proceedings of the National Academy of Sciences of the United States of America

Volumn 111, Issue 39, 2014, Pages 14247-14252

  Warren, David E ^a   Power, Jonathan D ^b   Bruss, Joel ^a   Denburg, Natalie L ^a,c   Waldron, Eric J ^a   Sun, Haoxin ^b   Petersen, Steven E ^b,d,e,f   Tranel, Daniel ^a,c  

^a UNIVERSITY OF IOWA   (United States)

^b WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c E11 SSH   (United States)

^d WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^e WASHINGTON UNIVERSITY   (United States)

^f WASHINGTON UNIVERSITY IN ST LOUIS   (United States)

Author keywords

Brain hubs; FMRI; Functional connectivity; Neuropsychology

Indexed keywords

ADULT; AGED; BEHAVIOR; BIOLOGICAL MODEL; BRAIN INJURY; BRAIN MAPPING; CASE CONTROL STUDY; COGNITION; FEMALE; FUNCTIONAL NEUROIMAGING; HUMAN; INJURIES; MALE; MIDDLE AGED; NERVE CELL NETWORK; NERVE TRACT; NEUROPSYCHOLOGICAL TEST; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PSYCHOLOGICAL MODEL; PSYCHOLOGY;

ADULT; AGED; BEHAVIOR; BRAIN INJURIES; BRAIN MAPPING; CASE-CONTROL STUDIES; COGNITION; FEMALE; FUNCTIONAL NEUROIMAGING; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MODELS, NEUROLOGICAL; MODELS, PSYCHOLOGICAL; NERVE NET; NEURAL PATHWAYS; NEUROPSYCHOLOGICAL TESTS;

EID: 84907587741     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1322173111     Document Type: Article

References (33)

1. Gratton C, Nomura EM, Pérez F, D'Esposito M (2012) Focal brain lesions to critical locations cause widespread disruption of the modular organization of the brain. J Cogn Neurosci 24(6):1275-1285.
2. Nomura EM, et al. (2010) Double dissociation of two cognitive control networks in patients with focal brain lesions. Proc Natl Acad Sci USA 107(26):12017-12022.
3. Carter AR, et al. (2010) Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann Neurol 67(3):365-375.
4. He BJ, et al. (2007) Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron 53(6):905-918.
5. Hagmann P, et al. (2008) Mapping the structural core of human cerebral cortex. PLoS Biol 6(7):e159.
6. Buckner RL, et al. (2009) Cortical hubs revealed by intrinsic functional connectivity: Mapping, assessment of stability, and relation to Alzheimer's disease. J Neurosci 29(6): 1860-1873.
7. Cole MW, Pathak S, Schneider W (2010) Identifying the brain's most globally connected regions. Neuroimage 49(4):3132-3148.
8. Tomasi D, Volkow ND (2011) Functional connectivity hubs in the human brain. Neuroimage 57(3):908-917.
9. Zuo XN, et al. (2012) Network centrality in the human functional connectome. Cereb Cortex 22(8):1862-1875.
10. Power JD, Schlaggar BL, Lessov-Schlaggar CN, Petersen SE (2013) Evidence for hubs in human functional brain networks. Neuron 79(4):798-813.
11. Smith SM, et al. (2011) Network modelling methods for FMRI. Neuroimage 54(2): 875-891.
12. Power JD, et al. (2011) Functional network organization of the human brain. Neuron 72(4):665-678.
13. Yeo BT, et al. (2011) The organization of the human cerebral cortex estimated by intrinsic functional connectivity. J Neurophysiol 106(3):1125-1165.
14. Braga RM, Sharp DJ, Leeson C, Wise RJ, Leech R (2013) Echoes of the brain within default mode, association, and heteromodal cortices. J Neurosci 33(35):14031-14039.
15. Lezak MD, Howieson DB, Bigler ED, Tranel D (2012) Neuropsychological Assessment (Oxford Univ Press, New York).
16. Carter AR, Shulman GL, Corbetta M (2012) Why use a connectivity-based approach to study stroke and recovery of function? Neuroimage 62(4):2271-2280.
17. Woolgar A, et al. (2010) Fluid intelligence loss linked to restricted regions of damage within frontal and parietal cortex. Proc Natl Acad Sci USA 107(33):14899-14902.
18. James GA, et al. (2009) Changes in resting state effective connectivity in the motor network following rehabilitation of upper extremity poststroke paresis. Top Stroke Rehabil 16(4):270-281.
19. Glymour MM, et al. (2007) Lesion characteristics, NIH stroke scale, and functional recovery after stroke. Am J Phys Med Rehabil 86(9):725-733.
20. Jaillard A, Grand S, Le Bas JF, Hommel M (2010) Predicting cognitive dysfunctioning in nondemented patients early after stroke. Cerebrovasc Dis 29(5):415-423.
21. Patel MD, McKevitt C, Lawrence E, Rudd AG, Wolfe CD (2007) Clinical determinants of long-term quality of life after stroke. Age Ageing 36(3):316-322.
22. Plowman E, Hentz B, Ellis C, Jr (2012) Post-stroke aphasia prognosis: A review of patient-related and stroke-related factors. J Eval Clin Pract 18(3):689-694.
23. Pohjasvaara TI, et al. (2007) White matter lesions are related to impaired instrumental activities of daily living poststroke. J Stroke Cerebrovasc Dis 16(6):251-258.
24. Ween JE, Alexander MP, D'Esposito M, Roberts M (1996) Factors predictive of stroke outcome in a rehabilitation setting. Neurology 47(2):388-392.
25. Bagher-Ebadian H, et al. (2011) Predicting final extent of ischemic infarction using artificial neural network analysis of multi-parametric MRI in patients with stroke. PLoS ONE 6(8):e22626.
26. Beaulieu C, et al. (1999) Longitudinal magnetic resonance imaging study of perfusion and diffusion in stroke: Evolution of lesion volume and correlation with clinical outcome. Ann Neurol 46(4):568-578.
27. Jokinen H, et al. (2005) White matter hyperintensities as a predictor of neuropsychological deficits post-stroke. J Neurol Neurosurg Psychiatry 76(9):1229-1233.
28. Lövblad KO, et al. (1997) Ischemic lesion volumes in acute stroke by diffusionweighted magnetic resonance imaging correlate with clinical outcome. Ann Neurol 42(2):164-170.
29. Yeo BT, Krienen FM, Chee MW, Buckner RL (2013) Estimates of segregation and overlap of functional connectivity networks in the human cerebral cortex. Neuroimage 88C:212-227.
30. Ahn YY, Bagrow JP, Lehmann S (2010) Link communities reveal multiscale complexity in networks. Nature 466(7307):761-764.
31. Rosvall M, Bergstrom CT (2008) Maps of random walks on complex networks reveal community structure. Proc Natl Acad Sci USA 105(4):1118-1123.
32. Damasio H, Frank R (1992) Three-dimensional in vivo mapping of brain lesions in humans. Arch Neurol 49(2):137-143.
33. Nelson SM, et al. (2010) A parcellation scheme for human left lateral parietal cortex. Neuron 67(1):156-170.