Skip to main content
Top
Published in: Journal of Neurology 9/2006

01-09-2006 | ORIGINAL COMMUNICATION

Combining short interval MRI in Alzheimer’s disease

Implications for therapeutic trials

Authors: J.M. Schott, C. Frost, J. L. Whitwell, D. G. MacManus, R. G. Boyes, M. N. Rossor, N. C. Fox

Published in: Journal of Neurology | Issue 9/2006

Login to get access

Abstract

Cerebral atrophy calculated from serial MRI is a marker of Alzheimer’s disease (AD) progression, and a potential outcome measure for therapeutic trials. Reducing within-subject variability in cerebral atrophy rates by acquiring more than two serial scans could allow for shorter clinical trials requiring smaller patient numbers. Forty-six patients with AD and 23 controls each had up to 10 serial MR brain scans over two years. Whole brain atrophy was calculated for each subject from every scan-pair. 708 volumetric MRI scans were acquired: 2199 measures of atrophy were made for patients, and 1182 for controls. A linear mixed model was used to characterise between and within-individual variability. These results were used to investigate the power of combining multiple serial scans in treatment trials of varying lengths.
In AD, the mean whole brain atrophy rate was 2.23%/year (95% CI: 1.90–2.56%/year). The linear mixed model was shown to fit the data well and led to a formula (0.992+(0.82/t)2) for the variance of atrophy rates calculated from two scans “t” years apart. Utilising five optimally timed scans with repeat scans at each visit reduced the component of atrophy rate variance attributable to within-subject variability by ~ 56%, equating to a ~ 40% sample size reduction (228 vs 387 patients per arm to detect 20% reduction in atrophy rate) in a six-month placebo-controlled trial. This benefit in terms of sample size is relatively reduced in longer trials, although adding extra scanning visits may have benefits when patient drop-outs are accounted for. We conclude that sample sizes required in short interval therapeutic trials using cerebral atrophy as an outcome measure may be reduced if multiple serial MRI is performed
Literature
1.
go back to reference Barnes J, Scahill RI, Boyes RG, Frost C, Lewis EB, Rossor CL, Rossor MN, Fox NC (2004) Differentiating AD from aging using semiautomated measurement of hippocampal atrophy rates. Neuroimage 23:574–581PubMedCrossRef Barnes J, Scahill RI, Boyes RG, Frost C, Lewis EB, Rossor CL, Rossor MN, Fox NC (2004) Differentiating AD from aging using semiautomated measurement of hippocampal atrophy rates. Neuroimage 23:574–581PubMedCrossRef
2.
go back to reference Braak H, Braak E (1991) Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol (Berl) 82:239–259CrossRef Braak H, Braak E (1991) Neuropathological stageing of Alzheimer-related changes. Acta Neuropathol (Berl) 82:239–259CrossRef
3.
go back to reference Bradley KM, Bydder GM, Budge MM, Hajnal JV, White SJ, Ripley BD, Smith AD (2002) Serial brain MRI at 3–6 month intervals as a surrogate marker for Alzheimer’s disease. Br J Radiol 75:506–513PubMed Bradley KM, Bydder GM, Budge MM, Hajnal JV, White SJ, Ripley BD, Smith AD (2002) Serial brain MRI at 3–6 month intervals as a surrogate marker for Alzheimer’s disease. Br J Radiol 75:506–513PubMed
4.
go back to reference Chan D, Janssen JC, Whitwell JL, Watt HC, Jenkins R, Frost C, Fox NC, Rossor MN (2003) Rates of cerebral atrophy in early onset Alzheimer’s disease increase with disease severity: a longitudinal MRI study. Lancet 362:1121–1122PubMedCrossRef Chan D, Janssen JC, Whitwell JL, Watt HC, Jenkins R, Frost C, Fox NC, Rossor MN (2003) Rates of cerebral atrophy in early onset Alzheimer’s disease increase with disease severity: a longitudinal MRI study. Lancet 362:1121–1122PubMedCrossRef
5.
go back to reference Crum WR, Scahill RI, Fox NC (2001) Automated hippocampal segmentation by regional fluid registration of serial MRI: validation and application in Alzheimer’s disease. Neuroimage 13:847–855PubMedCrossRef Crum WR, Scahill RI, Fox NC (2001) Automated hippocampal segmentation by regional fluid registration of serial MRI: validation and application in Alzheimer’s disease. Neuroimage 13:847–855PubMedCrossRef
7.
go back to reference de Leon MJ, George AE, Reisberg B, Ferris SH, Kluger A, Stylopoulos LA, Miller JD, La Regina ME, Chen C, Cohen J (1989) Alzheimer’s disease: longitudinal CT studies of ventricular change. AJR Am J Roentgenol 152:1257–1262PubMed de Leon MJ, George AE, Reisberg B, Ferris SH, Kluger A, Stylopoulos LA, Miller JD, La Regina ME, Chen C, Cohen J (1989) Alzheimer’s disease: longitudinal CT studies of ventricular change. AJR Am J Roentgenol 152:1257–1262PubMed
8.
go back to reference Folstein M, Folstein S, McHughs P (1975) The “Mini mental state”: a practical method for grading the cognitive state of patients for the clinician. J Psychiatric Res 12:189–198CrossRef Folstein M, Folstein S, McHughs P (1975) The “Mini mental state”: a practical method for grading the cognitive state of patients for the clinician. J Psychiatric Res 12:189–198CrossRef
9.
go back to reference Fox NC, Black RS, Gilman S, Rossor MN, Griffith SG, Jenkins L, Koller M (2005) Effects of A {beta} immunization (AN1792) on MRI measures of cerebral volume in Alzheimer disease. Neurology. Fox NC, Black RS, Gilman S, Rossor MN, Griffith SG, Jenkins L, Koller M (2005) Effects of A {beta} immunization (AN1792) on MRI measures of cerebral volume in Alzheimer disease. Neurology.
10.
go back to reference Fox NC, Cousens S, Scahill R, Harvey RJ, Rossor MN (2000) Using serial registered brain magnetic resonance imaging to measure disease progression in Alzheimer disease: power calculations and estimates of sample size to detect treatment effects. Arch Neurol 57:339–344PubMedCrossRef Fox NC, Cousens S, Scahill R, Harvey RJ, Rossor MN (2000) Using serial registered brain magnetic resonance imaging to measure disease progression in Alzheimer disease: power calculations and estimates of sample size to detect treatment effects. Arch Neurol 57:339–344PubMedCrossRef
11.
go back to reference Fox NC, Scahill RI, Crum WR, Rossor MN (1999) Correlation between rates of brain atrophy and cognitive decline in AD. Neurology 52:1687–1689PubMed Fox NC, Scahill RI, Crum WR, Rossor MN (1999) Correlation between rates of brain atrophy and cognitive decline in AD. Neurology 52:1687–1689PubMed
12.
go back to reference Fox NC, Schott JM (2004) Imaging cerebral atrophy: normal ageing to Alzheimer’s disease. Lancet 363:392–394PubMedCrossRef Fox NC, Schott JM (2004) Imaging cerebral atrophy: normal ageing to Alzheimer’s disease. Lancet 363:392–394PubMedCrossRef
13.
go back to reference Fox NC, Warrington EK, Stevens JM, Rossor MN (1996) Atrophy of the hippocampal formation in early familial Alzheimer’s disease. A longitudinal MRI study of at-risk members of a family with an amyloid precursor protein 717Val-Gly mutation. Ann N Y Acad Sci 777:226–232PubMed Fox NC, Warrington EK, Stevens JM, Rossor MN (1996) Atrophy of the hippocampal formation in early familial Alzheimer’s disease. A longitudinal MRI study of at-risk members of a family with an amyloid precursor protein 717Val-Gly mutation. Ann N Y Acad Sci 777:226–232PubMed
14.
go back to reference Freeborough PA, Fox NC (1997) The boundary shift integral: an accurate and robust measure of cerebral volume changes from registered repeat MRI. IEEE Trans Med Imaging 16:623–629PubMedCrossRef Freeborough PA, Fox NC (1997) The boundary shift integral: an accurate and robust measure of cerebral volume changes from registered repeat MRI. IEEE Trans Med Imaging 16:623–629PubMedCrossRef
15.
go back to reference Freeborough PA, Fox NC, Kitney RI (1997) Interactive algorithms for the segmentation and quantitation of 3-D MRI brain scans. Comput Methods Programs Biomed 53:15–25PubMedCrossRef Freeborough PA, Fox NC, Kitney RI (1997) Interactive algorithms for the segmentation and quantitation of 3-D MRI brain scans. Comput Methods Programs Biomed 53:15–25PubMedCrossRef
16.
go back to reference Freeborough PA, Woods RP, Fox NC (1996) Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders. J Comput Assist Tomogr 20:1012–1022PubMedCrossRef Freeborough PA, Woods RP, Fox NC (1996) Accurate registration of serial 3D MR brain images and its application to visualizing change in neurodegenerative disorders. J Comput Assist Tomogr 20:1012–1022PubMedCrossRef
17.
go back to reference Frost C, Kenward MG, Fox NC (2004) The analysis of repeated ‘direct’ measures of change illustrated with an application in longitudinal imaging. Statistics in Medicine 23:3275–3286PubMedCrossRef Frost C, Kenward MG, Fox NC (2004) The analysis of repeated ‘direct’ measures of change illustrated with an application in longitudinal imaging. Statistics in Medicine 23:3275–3286PubMedCrossRef
18.
go back to reference Goldstein H (1995) Multilevel statistical models. Edward Arnold, London Goldstein H (1995) Multilevel statistical models. Edward Arnold, London
19.
go back to reference Jack CR, Petersen RC, Xu Y, O’Brien PC, Smith GE, Ivnik RJ, Tangalos EG, Kokmen E (1998) Rate of medial temporal lobe atrophy in typical aging and Alzheimer’s disease. Neurology 51:993–999PubMed Jack CR, Petersen RC, Xu Y, O’Brien PC, Smith GE, Ivnik RJ, Tangalos EG, Kokmen E (1998) Rate of medial temporal lobe atrophy in typical aging and Alzheimer’s disease. Neurology 51:993–999PubMed
20.
go back to reference Jack CR, Shiung MM, Gunter JL, O’Brien PC, Weigand SD, Knopman DS, Boeve BF, Ivnik RJ, Smith GE, Cha RH, Tangalos EG, Petersen RC (2004) Comparison of different MRI brain atrophy rate measures with clinical disease progression in AD. Neurology 62:591–600PubMed Jack CR, Shiung MM, Gunter JL, O’Brien PC, Weigand SD, Knopman DS, Boeve BF, Ivnik RJ, Smith GE, Cha RH, Tangalos EG, Petersen RC (2004) Comparison of different MRI brain atrophy rate measures with clinical disease progression in AD. Neurology 62:591–600PubMed
21.
go back to reference Jack CR, Slomkowski M, Gracon S, Hoover TM, Felmlee JP, Stewart K, Xu Y, Shiung M, O’Brien PC, Cha R, Knopman D, Petersen RC (2003) MRI as a biomarker of disease progression in a therapeutic trial of milameline for AD. Neurology 60:253–260PubMed Jack CR, Slomkowski M, Gracon S, Hoover TM, Felmlee JP, Stewart K, Xu Y, Shiung M, O’Brien PC, Cha R, Knopman D, Petersen RC (2003) MRI as a biomarker of disease progression in a therapeutic trial of milameline for AD. Neurology 60:253–260PubMed
22.
go back to reference Matthews B, Siemers ER, Mozley PD (2003) Imaging-based measures of disease progression in clinical trials of disease-modifying drugs for Alzheimer disease. Am J Geriatr Psychiatry 11:146–159PubMedCrossRef Matthews B, Siemers ER, Mozley PD (2003) Imaging-based measures of disease progression in clinical trials of disease-modifying drugs for Alzheimer disease. Am J Geriatr Psychiatry 11:146–159PubMedCrossRef
23.
go back to reference McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 34:939–944PubMed McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 34:939–944PubMed
24.
go back to reference O’Brien JT, Paling S, Barber R, Williams ED, Ballard C, McKeith IG, Gholkar A, Crum WR, Rossor MN, Fox NC (2001) Progressive brain atrophy on serial MRI in dementia with Lewy bodies, AD, and vascular dementia. Neurology 56:1386–1388PubMed O’Brien JT, Paling S, Barber R, Williams ED, Ballard C, McKeith IG, Gholkar A, Crum WR, Rossor MN, Fox NC (2001) Progressive brain atrophy on serial MRI in dementia with Lewy bodies, AD, and vascular dementia. Neurology 56:1386–1388PubMed
25.
go back to reference Paling SM, Williams ED, Barber R, Burton EJ, Crum WR, Fox NC, O’Brien JT (2004) The application of serial MRI analysis techniques to the study of cerebral atrophy in late-onset dementia. Med Image Anal 8:69–79PubMedCrossRef Paling SM, Williams ED, Barber R, Burton EJ, Crum WR, Fox NC, O’Brien JT (2004) The application of serial MRI analysis techniques to the study of cerebral atrophy in late-onset dementia. Med Image Anal 8:69–79PubMedCrossRef
26.
go back to reference Resnick SM, Pham DL, Kraut MA, Zonderman AB, Davatzikos C (2003) Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci 23:3295–3301PubMed Resnick SM, Pham DL, Kraut MA, Zonderman AB, Davatzikos C (2003) Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci 23:3295–3301PubMed
27.
go back to reference Scahill RI, Frost C, Jenkins R, Whitwell JL, Rossor MN, Fox NC (2003) A Longitudinal Study of Brain Volume Changes in Normal Aging Using Serial Registered Magnetic Resonance Imaging. Arch Neurol 60:989–994PubMedCrossRef Scahill RI, Frost C, Jenkins R, Whitwell JL, Rossor MN, Fox NC (2003) A Longitudinal Study of Brain Volume Changes in Normal Aging Using Serial Registered Magnetic Resonance Imaging. Arch Neurol 60:989–994PubMedCrossRef
28.
go back to reference Schott JM, Price SL, Frost C, Whitwell JL, Rossor MN, Fox NC (2005) Measuring atrophy in Alzheimer disease: a serial MRI study over 6 and 12 months. Neurology 65:119–124PubMedCrossRef Schott JM, Price SL, Frost C, Whitwell JL, Rossor MN, Fox NC (2005) Measuring atrophy in Alzheimer disease: a serial MRI study over 6 and 12 months. Neurology 65:119–124PubMedCrossRef
29.
go back to reference Sled JG, Zijdenbos AP, Evans AC (1998) A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans Med Imaging 17:87–97PubMedCrossRef Sled JG, Zijdenbos AP, Evans AC (1998) A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans Med Imaging 17:87–97PubMedCrossRef
30.
go back to reference Smith AD, Jobst KA (1996) Use of structural imaging to study the progression of Alzheimer’s disease. Br Med Bull 52:575–586PubMed Smith AD, Jobst KA (1996) Use of structural imaging to study the progression of Alzheimer’s disease. Br Med Bull 52:575–586PubMed
31.
go back to reference Wang D, Chalk JB, Rose SE, de Zubicaray G, Cowin G, Galloway GJ, Barnes D, Spooner D, Doddrell DM, Semple J (2002) MR image-based measurement of rates of change in volumes of brain structures. Part II: application to a study of Alzheimer’s disease and normal aging. Magn Reson Imaging 20:41–48PubMedCrossRef Wang D, Chalk JB, Rose SE, de Zubicaray G, Cowin G, Galloway GJ, Barnes D, Spooner D, Doddrell DM, Semple J (2002) MR image-based measurement of rates of change in volumes of brain structures. Part II: application to a study of Alzheimer’s disease and normal aging. Magn Reson Imaging 20:41–48PubMedCrossRef
32.
go back to reference Wimo A, Winblad B, Aguero-Torres H, von Strauss E (2003) The magnitude of dementia occurrence in the world. Alzheimer Dis Assoc Disord 17:63–67PubMedCrossRef Wimo A, Winblad B, Aguero-Torres H, von Strauss E (2003) The magnitude of dementia occurrence in the world. Alzheimer Dis Assoc Disord 17:63–67PubMedCrossRef
Metadata
Title
Combining short interval MRI in Alzheimer’s disease
Implications for therapeutic trials
Authors
J.M. Schott
C. Frost
J. L. Whitwell
D. G. MacManus
R. G. Boyes
M. N. Rossor
N. C. Fox
Publication date
01-09-2006
Publisher
Steinkopff-Verlag
Published in
Journal of Neurology / Issue 9/2006
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-006-0173-4

Other articles of this Issue 9/2006

Journal of Neurology 9/2006 Go to the issue