A mathematical formula for prediction of gray and white matter volume recovery in abstinent alcohol dependent individuals

Psychiatry Research - Neuroimaging

Volumn 194, Issue 2, 2011, Pages 198-204

  Mon, Anderson ^a   Delucchi, Kevin ^b   Durazzo, Timothy C ^a   Gazdzinski, Stefan ^c   Meyerhoff, Dieter J ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c JAGIELLONIAN UNIVERSITY   (Poland)

Author keywords

Alcoholism; Atrophy; Brain; Brain recovery; MRI; Neurodegenerative disease

Indexed keywords

ADULT; AGED; ALCOHOL ABSTINENCE; ALCOHOLISM; ARTICLE; BRAIN SIZE; CLINICAL ARTICLE; FEMALE; FRONTAL LOBE; GRAY MATTER; HUMAN; HUMAN TISSUE; MALE; MATHEMATICAL MODEL; NUCLEAR MAGNETIC RESONANCE IMAGING; PARIETAL LOBE; PRIORITY JOURNAL; TEMPORAL LOBE; WHITE MATTER;

ALCOHOLISM; BRAIN; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; MODELS, THEORETICAL; NERVE FIBERS, MYELINATED;

EID: 80054074549     PISSN: 09254927     EISSN: 18727506     Source Type: Journal    
DOI: 10.1016/j.pscychresns.2011.05.003     Document Type: Article

References (32)

1. Adalsteinsson E., Spielman D.M. Spatially resolved two-dimensional spectroscopy. Magnetic Resonance in Medicine 1999, 41:8-12.
2. Baler R.D., Volkow N.D. Drug addiction: the neurobiology of disrupted self-control. Trends in Molecular Medicine 2006, 12:559-566.
3. Bartzokis G., Beckson M., Lu P.H., Nuechterlein K.H., Edwards N., Mintz J. Age-related changes in frontal and temporal lobe volumes in men: a magnetic resonance imaging study. Archives of General Psychiatry 2001, 58:461-465.
4. Bartzokis G., Lu P.H., Tingus K., Mendez M.F., Richard A., Peters D.G., Oluwadara B., Barrall K.A., Finn J.P., Villablanca P., Thompson P.M., Mintz J. Lifespan trajectory of myelin integrity and maximum motor speed. Neurobiology of Aging 2010, 31(9):1554-1562.
5. Benes F.M., Turtle M., Khan Y., Farol P. Myelination of a key relay zone in the hippocampal formation occurs in the human brain during childhood, adolescence, and adulthood. Archives of General Psychiatry 1994, 51:477-484.
6. Brody A.L., Mandelkern M.A., Jarvik M.E., Lee G.S., Smith E.C., Huang J.C., Bota R.G., Bartzokis G., London E.D. Differences between smokers and nonsmokers in regional gray matter volumes and densities. Biological Psychiatry 2004, 55:77-84.
7. Cardenas V.A., Studholme C., Gazdzinski S., Durazzo T.C., Meyerhoff D.J. Deformation based morphometry of brain changes in alcohol dependence and abstinence. Neuroimage 2006, 34:879-887.
8. Crews F.T., Nixon K. Mechanisms of neurodegeneration and regeneration in alcoholism. Alcohol and Alcoholism 2009, 44:115-127.
9. Driscoll I., Davatzikos C., An Y., Wu X., Shen D., Kraut M., Resnick S.M. Longitudinal pattern of regional brain volume change differentiates normal aging from MCI. Neurology 2009, 72:1906-1913.
10. Durazzo T.C., Meyerhoff D.J. Neurobiological and neurocognitive effects of chronic cigarette smoking and alcoholism. Frontiers in Bioscience 2007, 12:4079-4100.
11. Gazdzinski S., Durazzo T.C., Meyerhoff D.J. Temporal dynamics and determinants of whole brain tissue volume changes during recovery from alcohol dependence. Drug and Alcohol Dependence 2005, 78:263-273.
12. Gazdzinski S., Durazzo T.C., Studholme C., Song E., Banys P., Meyerhoff D.J. Quantitative brain MRI in alcohol dependence: preliminary evidence for effects of concurrent chronic cigarette smoking on regional brain volumes. Alcoholism, Clinical and Experimental Research 2005, 29:1484-1495.
13. Ge Y., Grossman R.I., Babb J.S., Rabin M.L., Mannon L.J., Kolson D.L. Age-related total gray matter and white matter changes in normal adult brain. Part I: volumetric MR imaging analysis. AJNR. American Journal of Neuroradiology 2002, 23:1327-1333.
14. Jernigan T.L., Gamst A.C. Changes in volume with age-consistency and interpretation of observed effects. Neurobiology of Aging 2005, 26:1271-1274. discussion 1275-1278.
15. Jernigan T.L., Butters N., DiTraglia G., Schafer K., Smith T., Irwin M., Grant I., Schuckit M., Cermak L.S. Reduced cerebral grey matter observed in alcoholics using magnetic resonance imaging. Alcoholism, Clinical and Experimental Research 1991, 15:418-427.
16. Lenroot R.K., Gogtay N., Greenstein D.K., Wells E.M., Wallace G.L., Clasen L.S., et al. Sexual dimorphism of brain developmental trajectories during childhood and adolescence. NeuroImage 2007, 36:1065-1073.
17. Liu X., Matochik J.A., Cadet J.L., London E.D. Smaller volume of prefrontal lobe in polysubstance abusers: a magnetic resonance imaging study. Neuropsychopharmacology 1998, 18:243-252.
18. Noble, S.M., Hollingworth, W., Tilling, K., in press. Missing data in trial-based cost-effectiveness analysis: the current state of play. Health Economics, electronic publication 15 December; doi:. http://doi:10.1002/hec.1693.
19. O'Neill J., Cardenas V.A., Meyerhoff D.J. Separate and interactive effects of cocaine and alcohol dependence on brain structures and metabolites: quantitative MRI and proton MR spectroscopic imaging. Addiction Biology 2001, 6:347-361.
20. Pfefferbaum A., Sullivan E.V., Mathalon D.H., Shear P.K., Rosenbloom M.J., Lim K.O. Longitudinal changes in magnetic resonance imaging brain volumes in abstinent and relapsed alcoholics. Alcoholism, Clinical and Experimental Research 1995, 19:1177-1191.
21. Pfefferbaum A., Lim K.O., Desmond J., Sullivan E.V. Thinning of the corpus callosum in older alcoholic men: an MRI study. Alcoholism, Clinical and Experimental Research 1996, 20:752-757.
22. Resnick S.M., Goldszal A.F., Davatzikos C., Golski S., Kraut M.A., Metter E.J., Bryan R.N., Zonderman A.B. One-year age changes in MRI brain volumes in older adults. Cerebral Cortex 2000, 10:464-472.
23. Resnick S.M., Pham D.L., Kraut M.A., Zonderman A.B., Davatzikos C. Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. Journal of Neuroscience Research 2003, 23:3295-3301.
24. Scahill R.I., Frost C., Jenkins R., Whitwell J.L., Rossor M.N., Fox N.C. A longitudinal study of brain volume changes in normal aging using serial registered magnetic resonance imaging. Archives of Neurology 2003, 60:989-994.
25. Schafer J.L. Analysis of Incomplete Multivariate Data. Monographs on Statistics and Applied Probability 1997, 72. Chapman & Hall/CRC, London.
26. Schafer J.L. Multiple imputation: a primer. Statistical Methods in Medical Research 1999, 8:3-15.
27. Schroth G., Naegele T., Klose U., Mann K., Petersen D. Reversible brain shrinkage in abstinent alcoholics, measured by MRI. Neuroradiology 1988, 30:385-389.
28. Sterne J.A., White I.R., Carlin J.B., Spratt M., Royston P., Kenward M.G., Wood A.M., Carpenter J.R. Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ 2009, 338:b2393.
29. Sullivan E., Rosenbloom M.J., Deshmukh A., Desmond J.E., Pfefferbaum A. Alcohol and the cerebellum: effects on balance, coordination, and cognition. Alcohol Health and Research World 1995, 19:138-141.
30. Van Leemput K., Maes F., Vandermeulen D., Suetens P. Automated model-based tissue classification of MR images of the brain. IEEE Transactions on Medical Imaging 1999, 18:897-908.
31. Yeh P.H., Gazdzinski S., Durazzo T.C., Sjostrand K., Meyerhoff D.J. Hierarchical linear modeling (HLM) of longitudinal brain structural and cognitive changes in alcohol-dependent individuals during sobriety. Drug and Alcohol Dependence 2007, 91:195-204.
32. Zipursky R.B., Lim K.C., Pfefferbaum A. MRI study of brain changes with short-term abstinence from alcohol. Alcoholism, Clinical and Experimental Research 1989, 13:664-666.