Examining network dynamics after traumatic brain injury using the extended unified SEM approach

Brain Imaging and Behavior

Volumn 8, Issue 3, 2014, Pages 435-445

  Hillary, F G ^a,c   Medaglia, J D ^a   Gates, K M ^b   Molenaar, P C ^b   Good, D C ^c  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b Human Development and Family Studies   (United States)

^c PENN STATE MILTON S HERSHEY MEDICAL CENTER   (United States)

Author keywords

Brain injury; Cognitive control; fMRI; Rehabilitation; TBI; Working memory

Indexed keywords

ADULT; ANTERIOR CINGULATE; ARTICLE; ATTENTION; BEHAVIOR CHANGE; BOLD SIGNAL; CEREBELLUM; CLINICAL ARTICLE; CONTROLLED STUDY; EXTENDED UNIFIED STRUCTURAL EQUATION MODELING; FEMALE; FRONTAL LOBE; GLASGOW COMA SCALE; HUMAN; INFERIOR PARIETAL LOBULE; LEARNING; LEFT HEMISPHERE; MALE; PREFRONTAL CORTEX; REACTION TIME; RIGHT HEMISPHERE; STRUCTURAL EQUATION MODELING; TASK PERFORMANCE; TRAUMATIC BRAIN INJURY; ADOLESCENT; BRAIN; BRAIN INJURIES; BRAIN MAPPING; MIDDLE AGED; NERVE CELL PLASTICITY; NERVE TRACT; NEUROPSYCHOLOGICAL TEST; PATHOPHYSIOLOGY; PHYSIOLOGY; PROCEDURES; PSYCHOLOGY; SHORT TERM MEMORY; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN; BRAIN INJURIES; BRAIN MAPPING; FEMALE; HUMANS; LEARNING; MALE; MEMORY, SHORT-TERM; MIDDLE AGED; NEURAL PATHWAYS; NEURONAL PLASTICITY; NEUROPSYCHOLOGICAL TESTS; REACTION TIME; YOUNG ADULT;

EID: 84907706356     PISSN: 19317557     EISSN: 19317565     Source Type: Journal    
DOI: 10.1007/s11682-012-9205-0     Document Type: Article

References (50)

1. Albantakis, L., & Deco, G. (2011). Changes of mind in an attractor network of decision-making. PLoS Comput Biol, 7(6). doi:10.1371/journal.pcbi.1002086
2. Army Individual Test Battery:Manual of directions and scoring (1944). Washington, D.C.: War Department, Adjutant General’s Office.
3. Baddeley, A., & Della Sala, S. (1996). Working memory and executive control. Philos Trans R Soc Lond B Biol Sci., 351(1346), 1397–1403; discussion 1403–1404. Review.
4. Bergerbest, D., Ghahremani, D. G., Gabrieli, J. D. (2004). Neural correlates of auditory repetition priming: reduced fMRI activation in the auditory cortex. Journal of Cognitive Neuroscience, 16(6), 966–977.
5. Braver, T. S., et al. (1997). A parametric study of prefrontal cortex involvement in human working memory. Neuroimage, 5(1), 49–62.
6. Cohen, J. D., Botvinick, M., & Carter, C. S. (2000). Anterior cingulate and prefrontal cortex: who’s in control? Nature Neuroscience, 3(5), 421–423. doi:10.1038/74783.
7. Collette, F., Van der Linden, M., Bechet, S., & Salmon, E. (1999). Phonological loop and central executive functioning in Alzheimer’s disease. Neuropsychologia, 37(8), 905–918.
8. DeLuca, J., Schultheis, M. T., Madigan, N. K., Christodoulou, C., & Averill, A. (2000). Acquisition versus retrieval deficits in traumatic brain injury: implications for memory rehabilitation. Archives of Physical Medicine and Rehabilitation, 81(10), 1327–1333.
9. Demaree, H. A., DeLuca, J., Gaudino, E. A., & Diamond, B. J. (1999). Speed of information processing as a key deficit in multiple sclerosis: implications for rehabilitation. Journal of Neurology, Neurosurgery & Psychiatry, 67(5), 661–663.
10. Friston, K. (2009). Causal Modelling and Brain Connectivity in Functional Magnetic Resonance Imaging. PLoS Biol, 7(2). doi:10.1371/journal.pbio.1000033
11. Friston, K. J., Price, C. J., Fletcher, P., Moore, C., Frackowiak, R. S. J., & Dolan, R. J. (1996). The trouble with cognitive subtraction. NeuroImage, 4(2), 97–104.
12. Gates, K. M., & Molenaar, P. C. (2012). Group search algorithm recovers effective connectivity maps for individuals in homogeneous and heterogeneous samples. NeuroImage, 63(1), 310–319.
13. Gates, K. M., Molenaar, P. C., Hillary, F. G., Ram, N., & Rovine, M. J. (2010). Automatic search for fMRI connectivity mapping: an alternative to Granger causality testing using formal equivalences among SEM path modeling, VAR, and unified SEM. NeuroImage, 50(3), 1118–1125.
14. Gates, K. M., Molenaar, P. C., Hillary, F. G., & Slobounov, S. (2011). Extended unified SEM approach for modeling event-related fMRI data. NeuroImage, 54(2), 1151–1158.
15. Gazzaniga, M. S. (2000). Cerebral specialization and interhemispheric communication: does the corpus callosum enable the human condition? Brain, 123(Pt 7), 1293–1326.
16. Hillary, F. G. (2008). Neuroimaging of working memory dysfunction and the dilemma with brain reorganization hypotheses. Journal of the International Neuropsychological Society, 14(4), 526–534.
17. Hillary, F. G., Genova, H. M., Chiaravalloti, N. D., Rypma, B., & DeLuca, J. (2006). Prefrontal modulation of working memory performance in brain injury and disease. Human Brain Mapping, 27(11), 837–847.
18. Hillary, F. G., Genova, H. M., Medaglia, J. D., Fitzpatrick, N. M., Chiou, K. S., Wardecker, B. M., et al. (2010). The nature of processing speed deficits in traumatic brain injury: is less brain more? Brain Imaging and Behavior, 4(2), 141–154. doi:10.1007/s11682-010-9094-z.
19. Hillary, F., Medaglia, J. D., Gates, K., Molenaar, P., Slocomb, J., Peechatka, A., et al. (2011). Examining working memory task acquisition in a disrupted neural network. Brain, 134(Pt 5).
20. Honma, M., Soshi, T., Kim, Y., & Kuriyama, K. (2010). Right prefrontal activity reflects the ability to overcome sleepiness during working memory tasks: a functional near-infrared spectroscopy study. PLoS One. doi:10.1371/journal.pone.0012923.
21. Jensen, A. R., & Rohwer, W. D. (1966). The stroop color-word test: a review. Acta Psychologica, 25, 36–93.
22. Jöreskog, K. G., Sörbom, D. (1992). LISREL. Scientific Software International, Inc.
23. Katori, Y., Sakamoto, K., Saito, N., Tanji, J., Mushiake, H., & Aihara, K. (2011). Representational Switching by Dynamical Reorganization of Attractor Structure in a Network Model of the Prefrontal Cortex. PLoS Biol, 7(11). doi:10.1371/journal.pcbi.1002266
24. Kim, J., Zhu, W., Chang, L., Bentler, P. M., & Ernst, T. (2007). Unified structural equation modeling approach for the analysis of multisubject, multivariate functional MRI data. Human Brain Mapping, 28(2), 85–93. doi:10.1002/hbm.20259.
25. Kirchner, W. K. (1958). Age differences in short-term retention of rapidly changing information. Journal of Experimental Psychology, 55(4), 352–358.
26. Leavitt, V., Wylie, G., Genova, H. M., Chiaravalloti, N., & Deluca, J. (2012). Altered effective connectivity during performance of an information processing speed task in multiple sclerosis. Multiple Sclerosis, 18(4), 409–417.
27. Maruishi, M., Miyatani, M., Nakao, T., & Muranaka, H. (2007). Compensatory cortical activation during performance of an attention task by patients with diffuse axonal injury: a functional magnetic resonance imaging study. Journal of Neurology, Neurosurgery & Psychiatry, 78(2), 168–173. doi:10.1136/jnnp.2006.097345.
28. McDowell, S., Whyte, J., & D’Esposito, M. (1997). Working memory impairments in traumatic brain injury: evidence from a dual-task paradigm. Neuropsychologia, 35(10), 1341–1353.
29. McIntosh, A. R., & Gonzalez-Lima, F. (1991). Structural modeling of functional neural pathways mapped with 2-deoxyglucose: effects of acoustic startle habituation on the auditory system. Brain Research, 547(2), 295–302.
30. McIntosh, A. R., & Gonzalez-Lima, F. (1992). Structural modeling of functional visual pathways mapped with 2-deoxyglucose: effects of patterned light and footshock. Brain Research, 578(1–2), 75–86.
31. Medaglia, J. D., Chiou, K., Slocomb, J., Fitzpatrick, N., Wardecker, B. M., Ramanathan, D. M., et al. (2011). The less BOLD, the wiser: support for the latent resource hypothesis after traumatic brain injury. Human Brain Mapping, 33(4), 979–993. doi:10.1002/hbm.21264.
32. Miller, E. K., & Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24, 167–202. doi:10.1146/annurev.neuro.24.1.167.
33. Morris, R. G., & Baddeley, A. D. (1988). Primary and working memory functioning in Alzheimer-type dementia. Journal of Clinical and Experimental Neuropsychology, 10(2), 279–296.
34. Pardo, J. V., Fox, P. T., & Raichle, M. E. (1991). Localization of a human system for sustained attention by positron emission tomography. Nature, 349(6304), 61–64.
35. Price, C. J., & Friston, K. J. (1999). Scanning patients with tasks they can perform. Human Brain Mapping, 8(2–3), 102–108. doi:10.1002/(SICI)1097-0193(1999).
36. Price, C. J., & Friston, K. J. (2002). Functional imaging studies of neuropsychological patients: applications and limitations. Neurocase, 8(5), 345–354.
37. Price, C. J., Crinion, J., & Friston, K. J. (2006). Design and analysis of fMRI studies with neurologically impaired patients. Journal of Magnetic Resonance Imaging, 23(6), 816–826.
38. Rosanova, M., Gpsseries, O., Casarotto, S., Boly, M., Casali, A., Bruno, M., et al. (2012). Recovery of cortical effective connectivity and recovery of consciousness in vegetative patients. Brain, 135, 1308–1320.
39. Rypma, B., Berger, J. S., Prabhakaran, V., Bly, B. M., Kimberg, D. Y., Biswal, B. B., et al. (2006). Neural correlates of cognitive efficiency. NeuroImage, 33(3), 969–979.
40. Sanchez-Carrion, R., Fernandez-Espejo, D., Junque, C., Falcon, C., Bargallo, N., Roig, T., et al. (2008). A longitudinal fMRI study of working memory in severe TBI patients with diffuse axonal injury. NeuroImage, 43(3), 421–429.
41. Sanchez-Carrion, R., Vendrell Gomez, P., Junque, C., Fernandez-Espejo, D., Falcon, C., Bargallo, N., et al. (2008). Frontal hypoactivation on functional magnetic resonance imaging in working memory after severe diffuse traumatic brain injury. Journal of Neurotrauma, 25(5), 15. doi:10.1089/neu.2007.0417.
42. Scheibel, R. S., Newsome, M. R., Steinberg, J. L., Pearson, D. A., Rauch, R. A., Mao, H., et al. (2007). Altered brain activation during cognitive control in patients with moderate to severe traumatic brain injury. Neurorehabilitation and Neural Repair, 21(1), 36–45. doi:10.1177/1545968306294730.
43. Smith, S., Miller, K., Salimi-Khorshidi, G., Webster, M., Beckmann, C. F., Nichols, T., et al. (2011). Network modelling methods for FMRI. NeuroImage, 54(2), 875–891.
44. Speck, O., Ernst, T., Braun, J., Koch, C., Miller, E., & Chang, L. (2000). Gender differences in the functional organization of the brain for working memory. Neuroreport, 11(11), 2581–2585.
45. Sporns, O. (2011). Networks of the Brain (pp. 207–231). London: MIT Press.
46. Stroop, J. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology, 18(6), 643–662.
47. Teasdale, G., & Jennett, B. (1974). Assessment of command impaired consciousness: a practical scale. The Lancet, 304(7872), 81–84.
48. Turner, G. R., & Levine, B. (2008). Augmented neural activity during executive control processing following diffuse axonal injury. Neurology, 71(11), 812–818.
49. Turner, G. R., McIntosh, A. R., & Levine, B. (2011). Prefrontal compensatory engagement in TBI is due to altered functional engagement of existing networks and not functional reorganization. Frontal Systems Neuroscience, 24(5), 9.
50. Wechsler, D. (1997). WAIS-III administration and scoring manual. San Antonio: The Psychological Corporation.