TY - JOUR
T1 - Phosphorylated tau-Aβ42 ratio as a continuous trait for biomarker discovery for early-stage Alzheimer's disease in multiplex immunoassay panels of cerebrospinal fluid
AU - Harari, Oscar
AU - Cruchaga, Carlos
AU - Kauwe, John S.K.
AU - Ainscough, Benjamin J.
AU - Bales, Kelly
AU - Pickering, Eve H.
AU - Bertelsen, Sarah
AU - Fagan, Anne M.
AU - Holtzman, David M.
AU - Morris, John C.
AU - Goate, Alison M.
N1 - Funding Information:
This work was supported by Pfizer, grants from the National Institutes of Health (NIH) (Grant Nos. P30 NS069329-01 , R01 AG035083 , R01 AG16208 , P50 AG05681 , P01 AG03991 , P01 AG026276 , UL1 TR000448 ), and the Barnes-Jewish Hospital Foundation. We acknowledge the support of the BrightFocus Foundation Alzheimer’s Disease Research Grant No. A2013359S. We thank the Clinical and Genetics Cores of the Knight Alzheimer’s Disease Research Center at Washington University for clinical and cognitive assessments of the participants and for apolipoprotein E genotypes. We also thank the Biomarker Core of the Adult Children Study at Washington University for the cerebrospinal fluid collection and assays.
PY - 2014/5/1
Y1 - 2014/5/1
N2 - Background Identification of the physiologic changes that occur during the early stages of Alzheimer's disease (AD) may provide critical insights for the diagnosis, prognosis, and treatment of disease. Cerebrospinal fluid (CSF) biomarkers are a rich source of information that reflect the brain proteome. Methods A novel approach was applied to screen a panel of ~190 CSF analytes quantified by multiplex immunoassay, and common associations were detected in the Knight Alzheimer's Disease Research Center (N = 311) and the Alzheimer's Disease Neuroimaging Initiative (N = 293) cohorts. Rather than case-control status, the ratio of CSF levels of tau phosphorylated at threonine 181 (ptau181) and Aβ42 was used as a continuous trait in these analyses. Results The ptau181-Aβ42 ratio has more statistical power than traditional modeling approaches, and the levels of CSF heart-type fatty acid binding protein (FABP) and 12 other correlated analytes increase as AD progresses. These results were validated using the traditional case-control status model. Stratification of the dataset demonstrated that increases in these analytes occur very early in the disease course and were apparent even in nondemented individuals with AD pathology (low ptau181, low Aβ42) compared with elderly control subjects with no pathology (low ptau181, high Aβ42). The FABP-Aβ42 ratio demonstrates a similar hazard ratio for disease conversion to ptau181-Aβ42 even though the overlap in classification is incomplete suggesting that FABP contributes independent information as a predictor of AD. Conclusions Our results indicate that the approach presented here can be used to identify novel biomarkers for AD correctly and that CSF heart FABP levels start to increase at very early stages of AD.
AB - Background Identification of the physiologic changes that occur during the early stages of Alzheimer's disease (AD) may provide critical insights for the diagnosis, prognosis, and treatment of disease. Cerebrospinal fluid (CSF) biomarkers are a rich source of information that reflect the brain proteome. Methods A novel approach was applied to screen a panel of ~190 CSF analytes quantified by multiplex immunoassay, and common associations were detected in the Knight Alzheimer's Disease Research Center (N = 311) and the Alzheimer's Disease Neuroimaging Initiative (N = 293) cohorts. Rather than case-control status, the ratio of CSF levels of tau phosphorylated at threonine 181 (ptau181) and Aβ42 was used as a continuous trait in these analyses. Results The ptau181-Aβ42 ratio has more statistical power than traditional modeling approaches, and the levels of CSF heart-type fatty acid binding protein (FABP) and 12 other correlated analytes increase as AD progresses. These results were validated using the traditional case-control status model. Stratification of the dataset demonstrated that increases in these analytes occur very early in the disease course and were apparent even in nondemented individuals with AD pathology (low ptau181, low Aβ42) compared with elderly control subjects with no pathology (low ptau181, high Aβ42). The FABP-Aβ42 ratio demonstrates a similar hazard ratio for disease conversion to ptau181-Aβ42 even though the overlap in classification is incomplete suggesting that FABP contributes independent information as a predictor of AD. Conclusions Our results indicate that the approach presented here can be used to identify novel biomarkers for AD correctly and that CSF heart FABP levels start to increase at very early stages of AD.
KW - Alzheimer's disease
KW - biomarkers
KW - brain proteome - Rules Based Medicine Discovery Multi-Analyte Profile 1.0
KW - cerebrospinal fluid (CSF)
KW - heart-type fatty acid binding protein
UR - http://www.scopus.com/inward/record.url?scp=84898852630&partnerID=8YFLogxK
U2 - 10.1016/j.biopsych.2013.11.032
DO - 10.1016/j.biopsych.2013.11.032
M3 - Article
C2 - 24548642
AN - SCOPUS:84898852630
SN - 0006-3223
VL - 75
SP - 723
EP - 731
JO - Biological Psychiatry
JF - Biological Psychiatry
IS - 9
ER -