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PMID: 21282074 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Transforming cerebrospinal fluid Aβ42 measures into calculated Pittsburgh Compound B units of brain Aβ amyloid.

Alzheimer's & dementia : the journal of the Alzheimer's Association ·Vol. 7 ·No. 2 ·2011-03-00 ·Pages 133-41

Weigand SD, Vemuri P, Wiste HJ, Senjem ML, Pankratz VS, Aisen PS, Weiner MW, Petersen RC, Shaw LM, Trojanowski JQ, Knopman DS, Jack CR, Alzheimer's Disease Neuroimaging Initiative

Abstract

Positron-emission tomography (PET) imaging of amyloid with Pittsburgh Compound B (PIB) and Aβ42 levels in the cerebrospinal fluid (CSF Aβ42) demonstrate a highly significant inverse correlation. Both these techniques are presumed to measure brain Aβ amyloid load. The objectives of this study were to develop a method to transform CSF Aβ42 measures into calculated PIB measures (PIBcalc) of Aβ amyloid load, and to partially validate the method in an independent sample of subjects. In all, 41 subjects from the Alzheimer's Disease Neuroimaging Initiative (ADNI) underwent PIB PET imaging and lumbar puncture (LP) at the same time. This sample, referred to as the "training" sample (nine cognitively normal subjects, 22 subjects with mild cognitive impairment, and 10 subjects with Alzheimer's disease), was used to develop a regression model by which CSF Aβ42 (with apolipoprotein E ɛ4 carrier status as a covariate) was transformed into units of PIB PET (PIBcalc). An independent "supporting" sample of 362 ADNI subjects (105 cognitively normal subjects, 164 subjects with mild cognitive impairment, and 93 subjects with Alzheimer's disease) who underwent LP but not PIB PET imaging had their CSF Aβ42 values converted to PIBcalc. These values were compared with the overall PIB PET distribution found in the ADNI subjects (n=102). A linear regression model demonstrates good prediction of actual PIB PET from CSF Aβ42 measures obtained in the training sample (R(2)=0.77, P<.001). PIBcalc data (derived from CSF Aβ42) in the supporting sample of 362 ADNI subjects who underwent LP but not PIB PET imaging demonstrate group-wise distributions that are highly consistent with the larger ADNI PIB PET distribution and with published PIB PET imaging studies. Although the precise parameters of this model are specific for the ADNI sample, we conclude that CSF Aβ42 can be transformed into PIBcalc measures of Aβ amyloid load. Brain Aβ amyloid load can be ascertained at baseline in therapeutic or observational studies by either CSF or amyloid PET imaging and the data can be pooled using well-established multiple imputation techniques that account for the uncertainty in a CSF-based PIBcalc value.

MeSH Terms
Alzheimer Disease/cerebrospinal fluid,diagnostic imaging,pathology Amyloid beta-Peptides/cerebrospinal fluid Aniline Compounds Brain/diagnostic imaging,pathology Humans Nonlinear Dynamics Positron-Emission Tomography Radiopharmaceuticals Thiazoles
Chemicals
2-(4'-(methylamino)phenyl)-6-hydroxybenzothiazole Amyloid beta-Peptides Aniline Compounds Radiopharmaceuticals Thiazoles
Authors & Affiliations
13 authors, click to expand affiliations / ORCID
Weigand Stephen D
Division of Biomedical Statistics and Informatics, Mayo Clinic and Foundation, Rochester, MN, USA.
Vemuri Prashanthi
Wiste Heather J
Senjem Matthew L
Pankratz Vernon S
Aisen Paul S
Weiner Michael W
Petersen Ronald C
Shaw Leslie M
Trojanowski John Q
Knopman David S
Jack Clifford R
Alzheimer's Disease Neuroimaging Initiative
References (37)
37 references, click to expand
  1. Statistical methods for assessing agreement between two methods of clinical measurement.
    Lancet. 1986 Feb 8;1(8476):307-10 PMID: 2868172
  2. Frequent amyloid deposition without significant cognitive impairment among the elderly.
    Arch Neurol. 2008 Nov;65(11):1509-17 PMID: 19001171
  3. Episodic memory loss is related to hippocampal-mediated beta-amyloid deposition in elderly subjects.
    Brain. 2009 May;132(Pt 5):1310-23 PMID: 19042931
  4. Beta amyloid in Alzheimer's disease: increased deposition in brain is reflected in reduced concentration in cerebrospinal fluid.
    Biol Psychiatry. 2009 Jun 1;65(11):927-34 PMID: 19268916
  5. Assessment of beta-amyloid in a frontal cortical brain biopsy specimen and by positron emission tomography with carbon 11-labeled Pittsburgh Compound B.
    Arch Neurol. 2008 Oct;65(10):1304-9 PMID: 18695050
  6. PET imaging of amyloid deposition in patients with mild cognitive impairment.
    Neurobiol Aging. 2008 Oct;29(10):1456-65 PMID: 17499392
  7. Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease.
    Brain. 2009 May;132(Pt 5):1355-65 PMID: 19339253
  8. Decreased cerebrospinal fluid Abeta(42) correlates with brain atrophy in cognitively normal elderly.
    Ann Neurol. 2009 Feb;65(2):176-83 PMID: 19260027
  9. In vivo mapping of amyloid toxicity in Alzheimer disease.
    Neurology. 2009 Apr 28;72(17):1504-11 PMID: 19398705
  10. Two-year follow-up of amyloid deposition in patients with Alzheimer's disease.
    Brain. 2006 Nov;129(Pt 11):2856-66 PMID: 16854944
  11. Serial MRI and CSF biomarkers in normal aging, MCI, and AD.
    Neurology. 2010 Jul 13;75(2):143-51 PMID: 20625167
  12. Cerebrospinal fluid tau and beta-amyloid: how well do these biomarkers reflect autopsy-confirmed dementia diagnoses?
    Arch Neurol. 2003 Dec;60(12):1696-702 PMID: 14676043
  13. Post-mortem correlates of in vivo PiB-PET amyloid imaging in a typical case of Alzheimer's disease.
    Brain. 2008 Jun;131(Pt 6):1630-45 PMID: 18339640
  14. Follow-up of [11C]PIB uptake and brain volume in patients with Alzheimer disease and controls.
    Neurology. 2009 Oct 13;73(15):1186-92 PMID: 19726751
  15. Longitudinal study of CSF biomarkers in patients with Alzheimer's disease.
    PLoS One. 2009 Jul 17;4(7):e6294 PMID: 19609443
  16. Cerebrospinal fluid tau and ptau(181) increase with cortical amyloid deposition in cognitively normal individuals: implications for future clinical trials of Alzheimer's disease.
    EMBO Mol Med. 2009 Nov;1(8-9):371-80 PMID: 20049742
  17. Multiple-imputation for measurement-error correction.
    Int J Epidemiol. 2006 Aug;35(4):1074-81 PMID: 16709616
  18. Inverse relation between in vivo amyloid imaging load and cerebrospinal fluid Abeta42 in humans.
    Ann Neurol. 2006 Mar;59(3):512-9 PMID: 16372280
  19. 11C PiB and structural MRI provide complementary information in imaging of Alzheimer's disease and amnestic mild cognitive impairment.
    Brain. 2008 Mar;131(Pt 3):665-80 PMID: 18263627
  20. Synthesis and evaluation of 11C-labeled 6-substituted 2-arylbenzothiazoles as amyloid imaging agents.
    J Med Chem. 2003 Jun 19;46(13):2740-54 PMID: 12801237
  21. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain.
    Neuroimage. 2002 Jan;15(1):273-89 PMID: 11771995
  22. Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects.
    Ann Neurol. 2009 Apr;65(4):403-13 PMID: 19296504
  23. Alzheimer's Disease Neuroimaging Initiative (ADNI): clinical characterization.
    Neurology. 2010 Jan 19;74(3):201-9 PMID: 20042704
  24. Pittsburgh compound-B and Alzheimer's disease biomarkers in CSF, plasma and urine: An exploratory study.
    Dement Geriatr Cogn Disord. 2010;29(3):204-12 PMID: 20332638
  25. Pittsburgh compound B imaging and prediction of progression from cognitive normality to symptomatic Alzheimer disease.
    Arch Neurol. 2009 Dec;66(12):1469-75 PMID: 20008650
  26. Relationship of cerebrospinal fluid markers to 11C-PiB and 18F-FDDNP binding.
    J Nucl Med. 2009 Sep;50(9):1464-70 PMID: 19690025
  27. Amyloid, hypometabolism, and cognition in Alzheimer disease: an [11C]PIB and [18F]FDG PET study.
    Neurology. 2007 Feb 13;68(7):501-8 PMID: 17065593
  28. Cerebrospinal fluid {beta}-amyloid 42 and tau proteins as biomarkers of Alzheimer-type pathologic changes in the brain.
    Arch Neurol. 2009 Mar;66(3):382-9 PMID: 19273758
  29. PET amyloid ligand [11C]PIB uptake is increased in mild cognitive impairment.
    Neurology. 2007 May 8;68(19):1603-6 PMID: 17485647
  30. Relationships between biomarkers in aging and dementia.
    Neurology. 2009 Oct 13;73(15):1193-9 PMID: 19822868
  31. Beta-amyloid imaging and memory in non-demented individuals: evidence for preclinical Alzheimer's disease.
    Brain. 2007 Nov;130(Pt 11):2837-44 PMID: 17928318
  32. Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade.
    Lancet Neurol. 2010 Jan;9(1):119-28 PMID: 20083042
  33. Imaging beta-amyloid burden in aging and dementia.
    Neurology. 2007 May 15;68(20):1718-25 PMID: 17502554
  34. Absence of Pittsburgh compound B detection of cerebral amyloid beta in a patient with clinical, cognitive, and cerebrospinal fluid markers of Alzheimer disease: a case report.
    Arch Neurol. 2009 Dec;66(12):1557-62 PMID: 20008664
  35. 11C-PiB PET assessment of change in fibrillar amyloid-beta load in patients with Alzheimer's disease treated with bapineuzumab: a phase 2, double-blind, placebo-controlled, ascending-dose study.
    Lancet Neurol. 2010 Apr;9(4):363-72 PMID: 20189881
  36. CSF Abeta 42 levels correlate with amyloid-neuropathology in a population-based autopsy study.
    Neurology. 2003 Feb 25;60(4):652-6 PMID: 12601108
  37. Imaging brain amyloid in Alzheimer's disease with Pittsburgh Compound-B.
    Ann Neurol. 2004 Mar;55(3):306-19 PMID: 14991808
Article Info
Journal
Alzheimer's & dementia : the journal of the Alzheimer's Association
Abbr.
Alzheimers Dement
ISSN
1552-5279
Published
2011-03-00
Epub
2011-00-01
Pages
133-41
Language
English
Region
United States
NLM ID
101231978
PMCID
PMC3060961
Subset
IM
Grants
NIA NIH HHS · P50 AG16574 · United States
NCRR NIH HHS · C06 RR018898 · United States
NIA NIH HHS · R01 AG11378 · United States
NIA NIH HHS · P50 AG016574 · United States
NIA NIH HHS · AG024904 · United States
NIA NIH HHS · R01 AG011378 · United States
NIA NIH HHS · U19 AG024904 · United States
NIA NIH HHS · U01 AG06786 · United States
NIA NIH HHS · U01 AG006786 · United States
NIA NIH HHS · U01 AG024904 · United States
NIA NIH HHS · R01 AG011378-19 · United States
NIA NIH HHS · U19 AG010483 · United States
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