Psychiatry Research: Neuroimaging
Volume 146, Issue 2 , Pages 157-170 , 31 March 2006

Deformation-based brain morphometry to track the course of alcoholism: Differences between intra-subject and inter-subject analysis

  • Torsten Rohlfing

      Affiliations

    • Neuroscience Program, SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3943, USA
    • Corresponding Author InformationCorresponding author. SRI International, Neuroscience Program, 333 Ravenswood Avenue, Menlo Park, CA 94025-3493, USA. Tel.: +1 650 859 3379; fax: +1 650 859 2743.
  • ,
  • Edith V. Sullivan

      Affiliations

    • Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
  • ,
  • Adolf Pfefferbaum

      Affiliations

    • Neuroscience Program, SRI International, 333 Ravenswood Avenue, Menlo Park, CA, 94025-3943, USA
    • Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA

Received 18 June 2005 ,Revised 18 November 2005 ,Accepted 6 December 2005.

References 

  1. American Psychiatric Association . Diagnostic and Statistical Manual of Mental Disorder (DSM-IV). American Psychiatric Association; 1994;
  2. Ashburner J, Hutton C, Frackowiak R, Johnsrude I, Price C, Friston K. Identifying global anatomical differences: deformation-based morphometry. Human Brain Mapping. 1998;6(5–6):348–357
  3. Brandt R, Rohlfing T, Rybak J, Krofczik S, Maye A, Westerhoff M, et al. Three-dimensional average-shape atlas of the honeybee brain and its applications. Journal of Comparative Neurology. 2005;492(1):1–19
  4. Cardenas VA, Studholme C, Meyerhoff DJ, Song E, Weiner MW. Chronic active heavy drinking and family history of problem drinking modulate regional brain tissue volumes. Psychiatry Research: Neuroimaging. 2005;138(2):115–130
  5. Chung MK, Worsley KJ, Paus T, Cherif C, Collins DL, Giedd JN, et al. A unified statistical approach to deformation-based morphometry. NeuroImage. 2001;14(3):595–606
  6. Citardi MJ, Gallivan RP, Batra P, Maurer CR, Rohlfing T, Roh H-J, et al. Quantitative computer-aided CT analysis of sphenoid sinus anatomical relationships. American Journal of Rhinology. 2004;18(3):173–178
  7. Csernansky JG, Joshi S, Wang L, Haller JW, Gado M, Miller JP, et al. Hippocampal morphometry in schizophrenia by high dimensional brain mapping. Proceedings of the National Academy of Sciences of the United States of America. 1998;95(19):11406–11411
  8. Estruch R, Nicolás JM, Salamero M, Aragón C, Sacanella E, Fernndez-Solá J, et al. Atrophy of the corpus callosum in chronic alcoholism. Journal of the Neurological Sciences. 1997;146(2):145–151
  9. Fein G, Di Sclafani V, Cardenas VA, Goldmann H, Tolou-Shams M, Meyerhoff DJ. Cortical gray matter loss in treatment-naive alcohol dependent individuals. Alcoholism: Clinical and Experimental Research. 2002;26(4):558–564
  10. Gaser C, Volz H-P, Kiebel S, Riehemann S, Sauer H. Detecting structural changes in whole brain based on nonlinear deformations—application to schizophrenia research. NeuroImage. 1999;10(2):107–113
  11. Gazdzinski S, Durazzo TC, Meyerhoff DJ. Temporal dynamics and determinants of whole brain tissue volume changes during recovery from alcohol dependence. Drug and Alcohol Dependence. 2005;78(3):263–273
  12. Grenander U, Miller MI. Computational anatomy: an emerging discipline. Quarterly of Applied Mathematics. 1998;56(4):617–694
  13. Hommer DW, Momenan R, Rawlings RR. Decreased corpus callosum size among alcoholic women. Archives of Neurology. 1996;53(4):359–363
  14. Hommer DW, Momenan R, Kaiser E, Rawlings RR. Evidence for a gender-related effect of alcoholism on brain volumes. American Journal of Psychiatry. 2001;158(2):198–204
  15. Leow A, Huang S-C, Geng A, Becker J, Davis S, Toga A, et al. Inverse consistent mapping in 3D deformable image registration: its construction and statistical properties. In:  Christensen GE,  Sonka M editor. Information Processing in Medical Imaging—19th International Conference, IPMI 2005, Glenwood Springs, CO, USA, July 2005, Proceedings, Volume 3565 of Lecture Notes in Computer Science. Berlin-Heidelberg: Springer-Verlag; 2005;p. 493–503
  16. Liu RSN, Lemieux L, Bell GS, Sisodiya SM, Shorvon SD, Sander JWAS, et al. A longitudinal study of brain morphometrics using quantitative magnetic resonance imaging and difference image analysis. NeuroImage. 2003;20(1):22–33
  17. Mann K, Agartz I, Harper C, Shoaf S, Rawlings RR, Momenan R, et al. Neuroimaging in alcoholism: ethanol and brain damage. Alcoholism: Clinical and Experimental Research. 2001;25(5 Suppl ISBRA):104S–109S
  18. Mann K, Ackermann K, Croissant B, Mundle G, Nakovics H, Diehl A. Neuroimaging of gender differences in alcohol dependence: are women more vulnerable?. Alcoholism, Clinical and Experimental Research. 2005;29(5):896–901
  19. O'Neill J, Cardenas VA, Meyerhoff DJ. Effects of abstinence on the brain: quantitative magnetic resonance imaging and magnetic resonance spectroscopic imaging in chronic alcohol abuse. Alcoholism: Clinical and Experimental Research. 2001;25(11):1673–1682
  20. Pfefferbaum A, Sullivan EV. Microstructural but not macrostructural disruption of white matter in women with chronic alcoholism. NeuroImage. 2001;15(3):708–718
  21. Pfefferbaum A, Lim KO, Zipursky RB, Mathalon DH, Rosenbloom MJ, Lane B, et al. Brain gray and white matter volume loss accelerates with aging in chronic alcoholics: a quantitative MRI study. Alcoholism: Clinical and Experimental Research. 1992;16(6):1078–1089
  22. Pfefferbaum A, Sullivan EV, Mathalon DH, Shear PK, Rosenbloom MJ, Lim KO. Longitudinal changes in magnetic resonance imaging brain volumes in abstinent and relapsed alcoholics. Alcoholism: Clinical and Experimental Research. 1995;19(5):1177–1191
  23. Pfefferbaum A, Lim KO, Desmond JE, Sullivan EV. Thinning of the corpus callosum in older alcoholic men: a magnetic resonance imaging study. Alcoholism: Clinical and Experimental Research. 1996;20(4):752–757
  24. Pfefferbaum A, Sullivan EV, Mathalon DH, Lim KO. Frontal lobe volume loss observed with magnetic resonance imaging in older chronic alcoholics. Alcoholism: Clinical and Experimental Research. 1997;21(3):521–529
  25. Pfefferbaum A, Sullivan EV, Rosenbloom MJ, Mathalon DH, Lim KO. A controlled study of cortical gray matter and ventricular changes in alcoholic men over a 5-year interval. Archives of General Psychiatry. 1998;55(10):905–912
  26. Pfefferbaum A, Rosenbloom M, Deshmukh A, Sullivan EV. Sex differences in the effects of alcohol on brain structure. American Journal of Psychiatry. 2001;158(2):188–197
  27. Pfefferbaum A, Rosenbloom M, Serventi KL, Sullivan EV. Corpus callosum, pons, and cortical white matter in alcoholic women. Alcoholism: Clinical and Experimental Research. 2002;26(3):400–406
  28. Pfefferbaum, A., Adalsteinsson, E., Sullivan, E.V., in press. Dysmorphology and microstructural degradation of the corpus callosum: interaction of age and alcoholism. Neurobiology of Aging, (Available online ahead of print, http://dx.doi.org/10.1016/j.neurobiolaging.2005.05.007).
  29. Raz N, Lindenberger U, Rodrigue KM, Kennedy KM, Head D, Williamson A, et al. Regional brain changes in aging healthy adults: general trends, individual differences and modifiers. Cerebral Cortex. 2005;15(11):1676–1689
  30. Riddle WR, Li R, Fitzpatrick JM, DonLevy SC, Dawant BM, Price RR. Characterizing changes in MR images with color-coded Jacobians. Magnetic Resonance Imaging. 2004;22(6):769–777
  31. Rohlfing T, Maurer CR. Nonrigid image registration in shared-memory multiprocessor environments with application to brains, breasts, and bees. IEEE Transactions on Information Technology in Biomedicine. 2003;7(1):16–25
  32. Rohlfing T, Maurer CR. Shape-based averaging for combination of multiple segmentations. In:  Duncan JS,  Gerig G editor. Medical Image Computing and Computer-Assisted Intervention—MICCAI 2005: 8th International Conference, Palm Springs, CA, USA, October 26–29, 2005, Proceedings, Part II, Volume 3750 of Lecture Notes in Computer Science, Berlin/Heidelberg. Berlin-Heidelberg: Springer-Verlag; 2005;p. 838–845
  33. Rohlfing T, Maurer CR, Bluemke DA, Jacobs MA. Volume-preserving nonrigid registration of MR breast images using free-form deformation with an incompressibility constraint. IEEE Transactions on Medical Imaging. 2003;22(6):730–741
  34. Rohlfing T, Brandt R, Menzel R, Maurer CR. Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains. NeuroImage. 2004;21(4):1428–1442
  35. Rosenbloom MJ, O'Reilly A, Sassoon SA, Sullivan EV, Pfefferbaum A. Persistent cognitive deficits in community treated alcoholic men and women volunteering for research: limited contribution from psychiatric comorbidity. Journal of Studies on Alcohol. 2005;66(2):254–265
  36. Rueckert D, Sonoda LI, Hayes C, Hill DLG, Leach MO, Hawkes DJ. Nonrigid registration using free-form deformations: application to breast MR images. IEEE Transactions on Medical Imaging. 1999;18(8):712–721
  37. Rueckert D, Frangi AF, Schnabel JA. Automatic construction of 3-D statistical deformation models of the brain using nonrigid registration. IEEE Transactions on Medical Imaging. 2003;22(8):1014–1025
  38. Schuckit MA, Smith TL, Danko GP, Bucholz KK, Reich T, Bierut L. Five-year clinical course associated with DSM-IV alcohol abuse or dependence in a large group of men and women. American Journal of Psychiatry. 2001;158(7):1084–1090
  39. Studholme C, Hill DLG, Hawkes DJ. Automated three-dimensional registration of magnetic resonance and positron emission tomography brain images by multiresolution optimization of voxel similarity measures. Medical Physics. 1997;24(1):25–35
  40. Studholme C, Hill DLG, Hawkes DJ. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recognition. 1999;32(1):71–86
  41. Studholme C, Cardenas V, Maudsley A, Weiner M. An intensity consistent filtering approach to the analysis of deformation tensor derived maps of brain shape. NeuroImage. 2003;19(4):1638–1649
  42. Studholme C, Cardenas V, Blumenfeld R, Schuff N, Rosen HJ, Miller B, et al. Deformation tensor morphometry of semantic dementia with quantitative validation. NeuroImage. 2004;21(4):1387–1398
  43. Sullivan EV, Marsh L, Mathalon DH, Lim KO, Pfefferbaum A. Anterior hippocampal volume deficits in nonamnesic, aging chronic alcoholics. Alcoholism: Clinical and Experimental Research. 1995;19(1):110–122
  44. Sullivan EV, Pfefferbaum A, Adalsteinsson E, Swan GE, Carmelli D. Differential rates of regional brain change in callosal and ventricular size: a 4-year longitudinal MRI study of elderly men. Cerebral Cortex. 2002;12(4):438–445
  45. Vaillant GE. A 60-year follow-up of alcoholic men. Addiction. 2003;98(8):1043–1052

PII: S0925-4927(05)00209-X

doi: 10.1016/j.pscychresns.2005.12.002

Psychiatry Research: Neuroimaging
Volume 146, Issue 2 , Pages 157-170 , 31 March 2006