Structural consequences of diffuse traumatic brain injury: A large deformation tensor-based morphometry study

NeuroImage

Volumn 39, Issue 3, 2008, Pages 1014-1026

  Kim, Junghoon ^a   Avants, Brian ^b   Patel, Sunil ^a   Whyte, John ^a,c   Coslett, Branch H ^b   Pluta, John ^d   Detre, John A ^b,d   Gee, James C ^b  

^a MOSS REHABILITATION RESEARCH INSTITUTE   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c THOMAS JEFFERSON UNIVERSITY   (United States)

^d UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Atrophy; Diffeomorphic; Magnetic resonance imaging; Tensor based morphometry; Traumatic brain injury

Indexed keywords

ADULT; ARTICLE; BASAL GANGLION; BRAIN ATROPHY; BRAIN SIZE; CAUDATE NUCLEUS; CEREBELLUM; CINGULATE GYRUS; CLINICAL ARTICLE; CONTROLLED STUDY; CORPUS CALLOSUM; FEMALE; HUMAN; IMAGE ANALYSIS; IMAGE DISPLAY; IMAGE PROCESSING; IMAGE QUALITY; IMAGE RECONSTRUCTION; MALE; MESENCEPHALON; MORPHOMETRICS; PRIORITY JOURNAL; STRUCTURE ANALYSIS; SURVIVOR; TENSOR BASED MORPHOMETRY; THALAMUS; TRAUMATIC BRAIN INJURY; WHITE MATTER;

ADOLESCENT; ADULT; ALGORITHMS; BRAIN; BRAIN INJURIES; DATA INTERPRETATION, STATISTICAL; DIFFUSION MAGNETIC RESONANCE IMAGING; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MIDDLE AGED; NONLINEAR DYNAMICS; REFERENCE VALUES;

EID: 37849034065     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2007.10.005     Document Type: Article

References (64)

1. Adams J.H., Doyle D., Ford I., Gennarelli T.A., Graham D.I., and McLellan D.R. Diffuse axonal injury in head injury: definition, diagnosis and grading. Histopathology 15 1 (1989) 49-59
2. Adams J.H., Graham D.I., and Jennett B. The neuropathology of the vegetative state after an acute brain insult. Brain 123 Pt. 7 (2000) 1327-1338
3. Ashburner J., and Friston K.J. Voxel-based morphometry-the methods. NeuroImage 11 6 Pt. 1 (2000) 805-821
4. Ashburner J., Hutton C., Frackowiak R., Johnsrude I., Price C., and Friston K. Identifying global anatomical differences: deformation-based morphometry. Hum. Brain Mapp. 6 5-6 (1998) 348-357
5. Avants, B., Epstein, C.L., Grossman, M., Gee, J.C., in press. Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med. Image Anal.
6. Avants B., and Gee J.C. Geodesic estimation for large deformation anatomical shape averaging and interpolation. NeuroImage 23 Suppl. 1 (2004) S139-S150
7. Avants B., Grossman M., and Gee J.C. The correlation of cognitive decline with frontotemporal dementia induced annualized gray matter loss using diffeomorphic morphometry. Alzheimer Dis. Assoc. Disord. 19 Suppl. 1 (2005) S25-S28
8. Avants B., Schoenemann P.T., and Gee J.C. Lagrangian frame diffeomorphic image registration: morphometric comparison of human and chimpanzee cortex. Med. Image Anal. 10 3 (2006) 397-412
9. Bermudez P., and Zatorre R.J. Sexual dimorphism in the corpus callosum: methodological considerations in MRI morphometry. NeuroImage 13 6 Pt. 1 (2001) 1121-1130
10. Bigler E.D. Distinguished Neuropsychologist Award Lecture 1999. The lesion(s) in traumatic brain injury: implications for clinical neuropsychology. Arch. Clin. Neuropsychol. 16 2 (2001) 95-131
11. Bigler E.D. Quantitative magnetic resonance imaging in traumatic brain injury. J. Head Trauma Rehabil. 16 2 (2001) 117-134
12. Bigler E.D. Structural imaging. In: Silver J.M., McAllister T.W., and Yudofsky S.C. (Eds). Textbook of Traumatic Brain Injury (2005), American Psychiatric Publishing, Inc., Washington, DC 79-105
13. Bookstein F.L. "Voxel-based morphometry" should not be used with imperfectly registered images. NeuroImage 14 6 (2001) 1454-1462
14. Brambati S.M., Renda N.C., Rankin K.P., Rosen H.J., Seeley W.W., Ashburner J., et al. A tensor based morphometry study of longitudinal gray matter contraction in FTD. NeuroImage 35 3 (2007) 998-1003
15. Cardenas V.A., Studholme C., Gazdzinski S., Durazzo T.C., and Meyerhoff D.J. Deformation-based morphometry of brain changes in alcohol dependence and abstinence. NeuroImage 34 3 (2007) 879-887
16. Chau W., and McIntosh A.R. The Talairach coordinate of a point in the MNI space: how to interpret it. NeuroImage 25 2 (2005) 408-416
17. Chiang M.C., Dutton R.A., Hayashi K.M., Lopez O.L., Aizenstein H.J., Toga A.W., et al. 3D pattern of brain atrophy in HIV/AIDS visualized using tensor-based morphometry. NeuroImage 34 1 (2007) 44-60
18. Chung M.K., Worsley K.J., Paus T., Cherif C., Collins D.L., Giedd J.N., et al. A unified statistical approach to deformation-based morphometry. NeuroImage 14 3 (2001) 595-606
19. Davatzikos C. Why voxel-based morphometric analysis should be used with great caution when characterizing group differences. NeuroImage 23 1 (2004) 17-20
20. Davatzikos C., Genc A., Xu D., and Resnick S.M. Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy. NeuroImage 14 6 (2001) 1361-1369
21. Davatzikos C., Vaillant M., Resnick S.M., Prince J.L., Letovsky S., and Bryan R.N. A computerized approach for morphological analysis of the corpus callosum. J. Comput. Assist. Tomogr. 20 1 (1996) 88-97
22. Dubb A., Xie Z., Gur R., and Gee J. Characterization of brain plasticity in schizophrenia using template deformation. Acad. Radiol. 12 1 (2005) 3-9
23. Gale S.D., Baxter L., Roundy N., and Johnson S.C. Traumatic brain injury and grey matter concentration: a preliminary voxel based morphometry study. J. Neurol., Neurosurg. Psychiatry 76 7 (2005) 984-988
24. Gaser C., Volz H.P., Kiebel S., Riehemann S., and Sauer H. Detecting structural changes in whole brain based on nonlinear deformations-application to schizophrenia research. NeuroImage 10 2 (1999) 107-113
25. Gaser C., Nenadic I., Buchsbaum B.R., Hazlett E.A., and Buchsbaum M.S. Deformation-based morphometry and its relation to conventional volumetry of brain lateral ventricles in MRI. NeuroImage 13 6 Pt 1 (2001) 1140-1145
26. Gennarelli T.A., and Graham D.I. Neuropathology. In: Silver J.M., McAllister T.W., and Yudofsky S.C. (Eds). Textbook of Traumatic Brain Injury (2005), American Psychiatric Publishing, Inc., Washington, DC 27-50
27. Genovese C.R., Lazar N.A., and Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. NeuroImage 15 4 (2002) 870-878
28. Goldman-Rakic P.S., and Porrino L.J. The primate mediodorsal (MD) nucleus and its projection to the frontal lobe. J. Comp. Neurol. 242 4 (1985) 535-560
29. Good C.D., Johnsrude I.S., Ashburner J., Henson R.N., Friston K.J., and Frackowiak R.S. A voxel-based morphometric study of ageing in 465 normal adult human brains. NeuroImage 14 1 Pt. 1 (2001) 21-36
30. Graham D.I., Maxwell W.L., Adams J.H., and Jennett B. Novel aspects of the neuropathology of the vegetative state after blunt head injury. Prog. Brain Res. 150 (2005) 445-455
31. Jacobs H.E. The Los Angeles Head Injury Survey: procedures and initial findings. Arch. Phys. Med. Rehabil. 69 6 (1988) 425-431
32. Kinney H.C., and Samuels M.A. Neuropathology of the persistent vegetative state. A review. J. Neuropathol. Exp. Neurol. 53 6 (1994) 548-558
33. Kochunov P., Lancaster J.L., Thompson P., Woods R., Mazziotta J., Hardies J., et al. Regional spatial normalization: toward an optimal target. J. Comput. Assist. Tomogr. 25 5 (2001) 805-816
34. Kochunov P., Lancaster J., Hardies J., Thompson P.M., Woods R.P., Cody J.D., et al. Mapping structural differences of the corpus callosum in individuals with 18q deletions using targetless regional spatial normalization. Hum. Brain Mapp. 24 4 (2005) 325-331
35. Lancaster J.L., Woldorff M.G., Parsons L.M., Liotti M., Freitas C.S., Rainey L., et al. Automated Talairach atlas labels for functional brain mapping. Hum. Brain Mapp. 10 3 (2000) 120-131
36. Lee A.D., Leow A.D., Lu A., Reiss A.L., Hall S., Chiang M.C., et al. 3D pattern of brain abnormalities in Fragile X syndrome visualized using tensor-based morphometry. NeuroImage 34 3 (2007) 924-938
37. Leow A.D., Klunder A.D., Jack Jr. C.R., Toga A.W., Dale A.M., Bernstein M.A., et al. Longitudinal stability of MRI for mapping brain change using tensor-based morphometry. NeuroImage 31 2 (2006) 627-640
38. Levine B., Katz D., Dade L., and Black S. Novel approaches to assessment of frontal damage and executive deficits in traumatic brain injury. In: Stuss D.T., and Knight R.T. (Eds). Principles of Frontal Lobe Function (2002), Oxford University Press, New York 448-465
39. Levine B., Fujiwara E., O'Connor C., Richard N., Kovacevic N., Mandic M., et al. In vivo characterization of traumatic brain injury neuropathology with structural and functional neuroimaging. J. Neurotrauma. 23 10 (2006) 1396-1411
40. Mai J.K., Assheuer J.K., and Paxinos G. Atlas of the Human Brain. 2nd ed. (2004), Academic Press, San Diego
41. Max W., Rice D.P., and MacKenzie E.J. The lifetime cost of injury. Inquiry 27 4 (1990) 332-343
42. McKinlay W.W., Brooks D.N., Bond M.R., Martinage D.P., and Marshall M.M. The short-term outcome of severe blunt head injury as reported by relatives of the injured persons. J. Neurol., Neurosurg. Psychiatry 44 6 (1981) 527-533
43. Mendez C.V., Hurley R.A., Lassonde M., Zhang L., and Taber K.H. Mild traumatic brain injury: neuroimaging of sports-related concussion. J. Neuropsychiatry Clin. Neurosci. 17 3 (2005) 297-303
44. Miller M.I. Computational anatomy: shape, growth, and atrophy comparison via diffeomorphisms. NeuroImage 23 Suppl. 1 (2004) S19-S33
45. Miller M.I., Trouve A., and Younes L. On the metrics and Euler-Lagrange equations of computational anatomy. Annu. Rev. Biomed. Eng. 4 (2002) 375-405
46. Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9 1 (1971) 97-113
47. Ponsford J., and Kinsella G. Attentional deficits following closed-head injury. J. Clin. Exp. Neuropsychol. 14 5 (1992) 822-838
48. Romanski L.M., Giguere M., Bates J.F., and Goldman-Rakic P.S. Topographic organization of medial pulvinar connections with the prefrontal cortex in the rhesus monkey. J. Comp. Neurol. 379 3 (1997) 313-332
49. Rutland-Brown W., Langlois J.A., Thomas K.E., and Xi Y.L. Incidence of traumatic brain injury in the United States, 2003. J. Head Trauma Rehabil. 21 6 (2006) 544-548
50. Salmond C.H., Chatfield D.A., Menon D.K., Pickard J.D., and Sahakian B.J. Cognitive sequelae of head injury: involvement of basal forebrain and associated structures. Brain 128 Pt. 1 (2005) 189-200
51. Senjem M.L., Gunter J.L., Shiung M.M., Petersen R.C., and Jack Jr. C.R. Comparison of different methodological implementations of voxel-based morphometry in neurodegenerative disease. NeuroImage 26 2 (2005) 600-608
52. Studholme C., Cardenas V., Blumenfeld R., Schuff N., Rosen H.J., Miller B., et al. Deformation tensor morphometry of semantic dementia with quantitative validation. NeuroImage 21 4 (2004) 1387-1398
53. Talairach J., and Trounoux P. Co-Planar Stereotaxic Atlas of the Human Brain (1988), Thieme Medical Publishers, New York
54. Thirion J.P. Image matching as a diffusion process: an analogy with Maxwell's demons. Med. Image Anal. 2 3 (1998) 243-260
55. Thompson P.M., Giedd J.N., Woods R.P., MacDonald D., Evans A.C., and Toga A.W. Growth patterns in the developing brain detected by using continuum mechanical tensor maps. Nature 404 6774 (2000) 190-193
56. Thomsen I.V. Late outcome of very severe blunt head trauma: a 10-15 year second follow-up. J. Neurol., Neurosurg. Psychiatry 47 3 (1984) 260-268
57. Thurman D.J., Alverson C., Dunn K.A., Guerrero J., and Sniezek J.E. Traumatic brain injury in the United States: a public health perspective. J. Head Trauma Rehabil. 14 6 (1999) 602-615
58. Tisserand D.J., Pruessner J.C., Sanz Arigita E.J., van Boxtel M.P., Evans A.C., Jolles J., et al. Regional frontal cortical volumes decrease differentially in aging: an MRI study to compare volumetric approaches and voxel-based morphometry. NeuroImage 17 2 (2002) 657-669
59. Tomaiuolo F., Worsley K.J., Lerch J., Di Paola M., Carlesimo G.A., Bonanni R., et al. Changes in white matter in long-term survivors of severe non-missile traumatic brain injury: a computational analysis of magnetic resonance images. J. Neurotrauma 22 1 (2005) 76-82
60. Van Essen D.C., Lewis J.W., Drury H.A., Hadjikhani N., Tootell R.B., Bakircioglu M., et al. Mapping visual cortex in monkeys and humans using surface-based atlases. Vision Res. 41 10-11 (2001) 1359-1378
61. Woods R.P. Characterizing volume and surface deformations in an atlas framework: theory, applications, and implementation. NeuroImage 18 3 (2003) 769-788
62. Yoo T. Insight into Images: Principles and Practices for Segmentation, Registration, and Image Analysis (2003), A K Peters, Ltd, Wellesey, MA
63. Yushkevich P.A., Piven J., Hazlett H.C., Smith R.G., Ho S., Gee J.C., et al. User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability. NeuroImage 31 3 (2006) 1116-1128
64. Zhang L., Yang K.H., and King A.I. A proposed injury threshold for mild traumatic brain injury. J. Biomech. Eng. 126 2 (2004) 226-236