10.1523/jneurosci.23-03-00994.2003
Crossref journal-article
Society for Neuroscience
The Journal of Neuroscience (393)
Abstract

We detected and mapped a dynamically spreading wave of gray matter loss in the brains of patients with Alzheimer's disease (AD). The loss pattern was visualized in four dimensions as it spread over time from temporal and limbic cortices into frontal and occipital brain regions, sparing sensorimotor cortices. The shifting deficits were asymmetric (left hemisphere > right hemisphere) and correlated with progressively declining cognitive status (p< 0.0006). Novel brain mapping methods allowed us to visualize dynamic patterns of atrophy in 52 high-resolution magnetic resonance image scans of 12 patients with AD (age 68.4 ± 1.9 years) and 14 elderly matched controls (age 71.4 ± 0.9 years) scanned longitudinally (two scans; interscan interval 2.1 ± 0.4 years). A cortical pattern matching technique encoded changes in brain shape and tissue distribution across subjects and time. Cortical atrophy occurred in a well defined sequence as the disease progressed, mirroring the sequence of neurofibrillary tangle accumulation observed in cross sections at autopsy. Advancing deficits were visualized as dynamic maps that change over time. Frontal regions, spared early in the disease, showed pervasive deficits later (>15% loss). The maps distinguished different phases of AD and differentiated AD from normal aging. Local gray matter loss rates (5.3 ± 2.3% per year in AD v 0.9 ± 0.9% per year in controls) were faster in the left hemisphere (p< 0.029) than the right. Transient barriers to disease progression appeared at limbic/frontal boundaries. This degenerative sequence, observedin vivoas it developed, provides the first quantitative, dynamic visualization of cortical atrophic rates in normal elderly populations and in those with dementia.

Bibliography

Thompson, P. M., Hayashi, K. M., de Zubicaray, G., Janke, A. L., Rose, S. E., Semple, J., Herman, D., Hong, M. S., Dittmer, S. S., Doddrell, D. M., & Toga, A. W. (2003). Dynamics of Gray Matter Loss in Alzheimer’s Disease. The Journal of Neuroscience, 23(3), 994–1005.

Authors 11
  1. Paul M. Thompson (first)
  2. Kiralee M. Hayashi (additional)
  3. Greig de Zubicaray (additional)
  4. Andrew L. Janke (additional)
  5. Stephen E. Rose (additional)
  6. James Semple (additional)
  7. David Herman (additional)
  8. Michael S. Hong (additional)
  9. Stephanie S. Dittmer (additional)
  10. David M. Doddrell (additional)
  11. Arthur W. Toga (additional)
References 101 Referenced 907
  1. American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders, Ed 4 (DSM-IV). (American Psychiatric Association, Washington, DC).
  2. 10.1093/cercor/1.1.103
  3. 10.1212/WNL.42.3.631
  4. 10.1006/nimg.2000.0582
  5. 10.1006/nimg.2001.0961
  6. Ashburner J, Csernansky J, Davatzikos C, Fox NC, Frisoni G, Thompson PM (2003) Computational neuroanatomy: towards a computer-assisted diagnosis of degenerative brain diseases based on magnetic resonance imaging. Lancet Neurol, in press.
  7. 10.1006/nimg.2001.0848
  8. 10.1006/nimg.2001.0770
  9. 10.1007/BF00308809
  10. 10.1017/S1041610297004973 / Int Psychogeriatr / Staging of Alzheimer-related cortical destruction. by Braak (1997)
  11. 10.1016/0306-4522(94)90533-9
  12. 10.1111/j.1365-2559.1981.tb01818.x
  13. 10.1109/42.750253
  14. 10.1073/pnas.052023499
  15. 10.1097/00001756-199401120-00032
  16. 10.1097/00004728-199403000-00005
  17. 10.1046/j.1460-9568.1998.00137.x
  18. 10.1016/S0011-5029(00)90031-2 / Dis Mon / Part IV. Neuroimaging in dementing disorders. by DeCarli (2000)
  19. 10.1212/WNL.52.6.1158 / Neurology / The biochemical pathway of neurofibrillary degeneration in aging and Alzheimer's disease. by Delacourte (1999)
  20. 10.1161/01.STR.0000014421.15948.67
  21. Evans AC Collins DL Neelin P MacDonald D Kamber M Marrett TS (1994) Three-dimensional correlative imaging: applications in human brain mapping. in Functional neuroimaging: technical foundations, eds Thatcher RW Hallett M Zeffiro T John ER Huerta M (Academic, San Diego), pp 145–162.
  22. 10.1002/(SICI)1097-0193(1999)8:4<272::AID-HBM10>3.0.CO;2-4
  23. 10.1016/0006-8993(87)90027-8
  24. 10.1016/0022-3956(75)90026-6
  25. 10.1016/S0140-6736(96)05228-2
  26. 10.1212/WNL.52.8.1687
  27. 10.1001/archneur.57.3.339
  28. 10.1097/00004728-199809000-00031
  29. Friedland RP Luxenberg J (1988) Neuroimaging and dementia. in Clinical neuroimaging: frontiers in clinical neuroscience, Vol 4, ed Theodore WH (Allan Liss, New York), pp 139–163.
  30. 10.1006/nimg.1996.0074
  31. 10.1126/science.161.3837.186
  32. 10.1002/ana.410410106
  33. 10.1006/nimg.2001.0786
  34. 10.1007/s007020200069
  35. 10.1016/0006-8993(91)90493-F
  36. Hayashi KM, Thompson PM, Mega MS, Zoumalan CI (2002) Medial hemispheric surface gyral pattern delineation in 3D: surface curve protocol. Available at:http://www.loni.ucla.edu/∼khayashi/Public/medial_surface/ MedialLinesProtocol.
  37. Hof PR Morrison JH (1994) The cellular basis of cortical disconnection in Alzheimer disease and related dementing conditions. in Alzheimer disease, eds Terry RD Katzman R Bick KL (Raven, New York), pp 197–229.
  38. 10.1097/00004647-199601000-00002
  39. 10.1016/0022-510X(81)90048-4
  40. 10.1212/WNL.52.8.1555 / Neurology / Improved discrimination of AD patients using beta-amyloid(1–42) and tau levels in CSF. by Hulstaert (1999)
  41. 10.1212/WNL.51.4.993
  42. 10.1111/jon199663156 / J Neuroimaging / Functional imaging predicts cognitive decline in Alzheimer's disease. by Jagust (1996)
  43. 10.1002/mrm.1243
  44. 10.1016/0006-3223(91)90211-4 / Biol Psychiatry / Cerebral structure on MRI, part II: specific changes in Alzheimer's and Huntington's diseases. by Jernigan (1991)
  45. 10.1016/S0140-6736(94)92028-1
  46. 10.1212/WNL.50.6.1563
  47. {'key': '2023022307554759000_23.3.994.47', 'first-page': 'A569', 'article-title': "The rate of brain volume loss accelerates as Alzheimer's disease progresses from a presymptomatic phase to frank dementia.", 'volume': '52[Suppl]', 'author': 'Kaye', 'year': '1999', 'journal-title': 'Neurology'} / Neurology / The rate of brain volume loss accelerates as Alzheimer's disease progresses from a presymptomatic phase to frank dementia. by Kaye (1999)
  48. 10.1212/WNL.48.5.1297
  49. 10.1016/S0006-3223(99)00167-5
  50. 10.1016/S0197-4580(00)00120-2
  51. Leonard CM (1996) Structural variation in the developing and mature cerebral cortex: noise or signal? in Developmental neuroimaging: mapping the development of brain and behavior, eds Thatcher RW Reid Lyon G Rumsey J Krasnegor N (Academic, New York), pp 207–231.
  52. 10.1001/archneur.1989.00520380046012
  53. 10.1006/nimg.1999.0534
  54. 10.1016/S0001-2998(05)80118-7
  55. 10.1038/sj.mp.4000254
  56. 10.1212/WNL.34.7.939
  57. 10.1006/nimg.1996.0255
  58. 10.1111/j.1749-6632.2000.tb05559.x / Ann NY Acad Sci / A plasticity-based theory of the pathogenesis of Alzheimer's disease. by Mesulam (2000)
  59. 10.1126/science.278.5337.412
  60. 10.1016/S0079-6123(02)36039-4
  61. 10.1002/1531-8249(200001)47:1<36::AID-ANA8>3.0.CO;2-L
  62. 10.1016/0006-3223(93)90153-5
  63. {'key': '2023022307554759000_23.3.994.63', 'first-page': '85', 'article-title': 'Senile changes in the basal dendrites of the pyramidal cells in the human motor cortex: a quantitative Golgi study.', 'volume': '24', 'author': 'Nakamura', 'year': '1984', 'journal-title': 'Rinsho Shinkeigaku'} / Rinsho Shinkeigaku / Senile changes in the basal dendrites of the pyramidal cells in the human motor cortex: a quantitative Golgi study. by Nakamura (1984)
  64. 10.1002/hbm.1058
  65. 10.1212/WNL.56.10.1386
  66. Ono M Kubik S Abernathey CD (1990) Atlas of the cerebral sulci. (Thieme, Stuttgart, Germany).
  67. 10.1073/pnas.82.13.4531
  68. 10.1002/1531-8249(199903)45:3<358::AID-ANA12>3.0.CO;2-X
  69. 10.1073/pnas.061509598
  70. 10.1016/S0304-3940(00)01067-3
  71. 10.1073/pnas.052587399
  72. 10.1016/S0197-4580(99)00044-5
  73. 10.1002/(SICI)1096-9861(19970324)379:4<482::AID-CNE2>3.0.CO;2-Z
  74. 10.1109/42.668698
  75. 10.1073/pnas.090106797
  76. 10.1038/13154
  77. Sowell ER, Thompson PM, Mega MS, Zoumalan CI, Lindshield C, Rex DE (2000) Gyral pattern delineation in 3D: surface curve protocol. Available at: http://www.loni.ucla. edu/∼esowell/new_sulcvar.html
  78. 10.1523/JNEUROSCI.21-22-08819.2001
  79. {'key': '2023022307554759000_23.3.994.79', 'first-page': '1123', 'article-title': 'Variation of perisylvian and calcarine anatomic landmarks within stereotaxic proportional coordinates.', 'volume': '11', 'author': 'Steinmetz', 'year': '1990', 'journal-title': 'Am J Neuroradiol'} / Am J Neuroradiol / Variation of perisylvian and calcarine anatomic landmarks within stereotaxic proportional coordinates. by Steinmetz (1990)
  80. Studholme C Cardenas V Schuff N Rosen H Miller B Weiner MW (2001) Detecting spatially consistent structural differences in Alzheimer's and frontotemporal dementia using deformation morphometry. Proceedings of the Third International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). (Springer, Berlin). (10.1007/3-540-45468-3_6)
  81. 10.1016/S0730-725X(97)00002-7
  82. 10.1002/ana.410210603
  83. Thompson PM Mega MS Narr KL Sowell ER Blanton RE Toga AW (2000) Brain image analysis and atlas construction. in Handbook on medical image analysis, eds Fitzpatrick M Sonka M (SPIE, Bellingham, WA).
  84. 10.1016/S1361-8415(97)85002-5
  85. 10.1007/s000079100094
  86. 10.1097/00004728-199707000-00008
  87. 10.1093/cercor/8.6.492
  88. 10.1038/35004593
  89. 10.1002/(SICI)1097-0193(200002)9:2<81::AID-HBM3>3.0.CO;2-8
  90. 10.1038/nn758
  91. 10.1093/cercor/11.1.1
  92. Thompson PM Mega MS Vidal C Rapoport JL Toga AW (2001c) Detecting disease-specific patterns of brain structure using cortical pattern matching and a population-based probabilistic brain atlas. IEEE Conference on Information Processing in Medical Imaging, Davis, CA. in Lecture notes in computer science 2082, eds Insana M Leahy R (Springer, New York), pp 488–501. (10.1007/3-540-45729-1_52)
  93. 10.1073/pnas.201243998
  94. Thompson PM, Cannon TD, Toga AW (2003) Mapping genetic influences on human brain structure. Ann Med, in press.
  95. 10.1006/brcg.2001.1500
  96. 10.1016/S0730-725X(02)00472-1
  97. 10.1001/archpsyc.59.6.553
  98. 10.1097/00004728-199307000-00004
  99. 10.1006/nimg.1995.1032
  100. {'key': '2023022307554759000_23.3.994.100', 'first-page': '709', 'article-title': 'Geriatric depression scale.', 'volume': '24', 'author': 'Yesavage', 'year': '1988', 'journal-title': 'Psychopharmacol Bull'} / Psychopharmacol Bull / Geriatric depression scale. by Yesavage (1988)
  101. {'key': '2023022307554759000_23.3.994.101', 'first-page': '401', 'article-title': 'Brain segmentation and white matter lesion detection in MR images.', 'volume': '22', 'author': 'Zijdenbos', 'year': '1994', 'journal-title': 'Crit Rev Biomed Eng'} / Crit Rev Biomed Eng / Brain segmentation and white matter lesion detection in MR images. by Zijdenbos (1994)
Dates
Type When
Created 7 years, 4 months ago (April 13, 2018, 6:30 p.m.)
Deposited 2 years, 6 months ago (Feb. 23, 2023, 10:57 a.m.)
Indexed 1 week ago (Aug. 29, 2025, 6 a.m.)
Issued 22 years, 7 months ago (Feb. 1, 2003)
Published 22 years, 7 months ago (Feb. 1, 2003)
Published Online 22 years, 7 months ago (Feb. 1, 2003)
Published Print 22 years, 7 months ago (Feb. 1, 2003)
Funders 0

None

@article{Thompson_2003, title={Dynamics of Gray Matter Loss in Alzheimer’s Disease}, volume={23}, ISSN={1529-2401}, url={http://dx.doi.org/10.1523/jneurosci.23-03-00994.2003}, DOI={10.1523/jneurosci.23-03-00994.2003}, number={3}, journal={The Journal of Neuroscience}, publisher={Society for Neuroscience}, author={Thompson, Paul M. and Hayashi, Kiralee M. and de Zubicaray, Greig and Janke, Andrew L. and Rose, Stephen E. and Semple, James and Herman, David and Hong, Michael S. and Dittmer, Stephanie S. and Doddrell, David M. and Toga, Arthur W.}, year={2003}, month=feb, pages={994–1005} }