TY - JOUR
T1 - Feasibility of an early Alzheimer's disease immunosignature diagnostic test
AU - Restrepo, Lucas
AU - Stafford, Phillip
AU - Johnston, Stephen
N1 - Funding Information:
This work was supported by grants from the Arizona Alzheimer's Consortium (# AGR200737 ) and the Alzheimer's Drug Discovery Foundation (# 291001 ) to SAJ. We are indebted to Alex Roher for providing human plasma samples, and Kathy Goehring and Stephen W. Coons for their assistance with immunohistochemistry. We also acknowledge Bart Legutki and John Lainson for their help in developing the immunoassay and for the production and quality-control of microarray slides, respectively. Finally, we are indebted to Rebecca Halperin, Eric Reiman and Alex Roher for fruitful discussions.
PY - 2013/1/15
Y1 - 2013/1/15
N2 - A practical diagnostic test is needed for early Alzheimer's disease (AD) detection. Immunosignaturing, a technology that employs antibody binding to a random-sequence peptide microarray, generates profiles that distinguish transgenic mice engineered with familial AD mutations (APPswe/PSEN1-dE9) from non-transgenic littermates. It can also detect an AD-like signature in humans. Here, we assess the changes in the immunosignature at different time points of the disease in mice and humans. We also evaluate the accuracy of the late-stage signature as a test to discriminate between young mice with familial AD mutations from non-transgenic littermates. Plasma samples from AD patients were assayed 3-12. months apart, while APPswe/PSEN1-dE9 and non-transgenic controls supplied plasma at monthly intervals until they reached 15. months of age. Microarrays with 10,000 random-sequence peptides were used to compare antibody binding patterns. These patterns gradually changed over the life-span of mice. Strong, characteristic signatures were observed in transgenic mice at early, mid and late stages, but these profiles had minimal overlap. The signature of young transgenic mice had an error rate of 18% at classifying plasma samples from late-stage transgenic mice. Conversely, the late-stage transgenic mice signature discriminated between young transgenic mice and littermates with an error rate of 21%. Less distinctive profiles were recognizable throughout the transgenic mice lifespan, being detectable as early as 2. months. The human signature had minimal change on short-term follow-up. Our results call for a reappraisal of the way incipient AD is studied, as biomarkers seen in late-stages of the disease may not be relevant in earlier stages.
AB - A practical diagnostic test is needed for early Alzheimer's disease (AD) detection. Immunosignaturing, a technology that employs antibody binding to a random-sequence peptide microarray, generates profiles that distinguish transgenic mice engineered with familial AD mutations (APPswe/PSEN1-dE9) from non-transgenic littermates. It can also detect an AD-like signature in humans. Here, we assess the changes in the immunosignature at different time points of the disease in mice and humans. We also evaluate the accuracy of the late-stage signature as a test to discriminate between young mice with familial AD mutations from non-transgenic littermates. Plasma samples from AD patients were assayed 3-12. months apart, while APPswe/PSEN1-dE9 and non-transgenic controls supplied plasma at monthly intervals until they reached 15. months of age. Microarrays with 10,000 random-sequence peptides were used to compare antibody binding patterns. These patterns gradually changed over the life-span of mice. Strong, characteristic signatures were observed in transgenic mice at early, mid and late stages, but these profiles had minimal overlap. The signature of young transgenic mice had an error rate of 18% at classifying plasma samples from late-stage transgenic mice. Conversely, the late-stage transgenic mice signature discriminated between young transgenic mice and littermates with an error rate of 21%. Less distinctive profiles were recognizable throughout the transgenic mice lifespan, being detectable as early as 2. months. The human signature had minimal change on short-term follow-up. Our results call for a reappraisal of the way incipient AD is studied, as biomarkers seen in late-stages of the disease may not be relevant in earlier stages.
KW - Alzheimer's disease
KW - Dementia diagnosis
KW - Immunosignaturing
KW - Peptide microarray
UR - http://www.scopus.com/inward/record.url?scp=84871702330&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84871702330&partnerID=8YFLogxK
U2 - 10.1016/j.jneuroim.2012.09.014
DO - 10.1016/j.jneuroim.2012.09.014
M3 - Article
C2 - 23084373
AN - SCOPUS:84871702330
SN - 0165-5728
VL - 254
SP - 154
EP - 160
JO - Advances in Neuroimmunology
JF - Advances in Neuroimmunology
IS - 1-2
ER -