TY - JOUR
T1 - Identification of misdiagnosed fronto-temporal dementia using APOE genotype and phenotype-genotype correlation Analyses
AU - Hernández, Isabel
AU - Mauleón, Ana
AU - Rosense-Roca, Maiteé
AU - Alegret, Montserrat
AU - Vinyes, Georgina
AU - Espinosa, Anna
AU - Sotolongo-Grau, Oscar
AU - Becker, James T.
AU - Valero, Sergi
AU - Tárraga, Lluís
AU - López, Oscar L.
AU - Ruiz, Agustín
AU - Boada, Mercè
PY - 2014
Y1 - 2014
N2 - Objective: Postmortem and genetic studies of clinically diagnosed Frontotemporal dementia (FTD) patients suggest that a number of clinically diagnosed FTD patients are actually "frontal variants" of Alzheimer's disease (fvAD). The purpose of this study was to evaluate this hypothesis by combining neuropathological data, genetic association studies of APOE, phenotype-APOE genotype correlations and discriminant analysis techniques. Methods: Neuropathological information on 24 FTD cases, genetic association studies of APOE (168 FTD, 3083 controls and 2528 AD), phenotypegenotype correlations and discriminant techniques (LDA, logistic regression and decision trees) were combined to identify fvAD patients within a clinical FTD series. Results: Four of 24 FTLD patients (16.6%) met criteria for definite AD. By comparing allele and genotype frequencies of APOE in controls, FTD and AD groups and by applying the Hardy- Weinberg equilibrium law (HWE), we inferred a consistent (17.2%) degree of AD contamination in clinical FTD. A penetrance analysis for APOE ε4 genotype in the FTD series identified 14 features for discrimination analysis. These features were compared between clinical AD (n=332) and clinical FTD series (n=168) and classifiers were constructed usinglinear discriminant analysis logistic regression or decision tree techniques. The classifier had 92.8% sensitivity to FTD and 93.4% sensitivity to AD relative to neuropathology (global AUC=0.939, p<<0.001). We identified 30 potential fvAD cases (17.85%) in the clinical FTD sample. Conclusion: The APOE locus association in clinical FTD might be entirely explained by the existence of "hidden" fvAD cases within an FTD sample. The degree of fvAD contamination can be inferred from APOE genotypes.
AB - Objective: Postmortem and genetic studies of clinically diagnosed Frontotemporal dementia (FTD) patients suggest that a number of clinically diagnosed FTD patients are actually "frontal variants" of Alzheimer's disease (fvAD). The purpose of this study was to evaluate this hypothesis by combining neuropathological data, genetic association studies of APOE, phenotype-APOE genotype correlations and discriminant analysis techniques. Methods: Neuropathological information on 24 FTD cases, genetic association studies of APOE (168 FTD, 3083 controls and 2528 AD), phenotypegenotype correlations and discriminant techniques (LDA, logistic regression and decision trees) were combined to identify fvAD patients within a clinical FTD series. Results: Four of 24 FTLD patients (16.6%) met criteria for definite AD. By comparing allele and genotype frequencies of APOE in controls, FTD and AD groups and by applying the Hardy- Weinberg equilibrium law (HWE), we inferred a consistent (17.2%) degree of AD contamination in clinical FTD. A penetrance analysis for APOE ε4 genotype in the FTD series identified 14 features for discrimination analysis. These features were compared between clinical AD (n=332) and clinical FTD series (n=168) and classifiers were constructed usinglinear discriminant analysis logistic regression or decision tree techniques. The classifier had 92.8% sensitivity to FTD and 93.4% sensitivity to AD relative to neuropathology (global AUC=0.939, p<<0.001). We identified 30 potential fvAD cases (17.85%) in the clinical FTD sample. Conclusion: The APOE locus association in clinical FTD might be entirely explained by the existence of "hidden" fvAD cases within an FTD sample. The degree of fvAD contamination can be inferred from APOE genotypes.
KW - Alzheimer's disease
KW - Apolipoprotein E4
KW - Diagnostic classification
KW - Frontotemporal lobe dementia
KW - Genetics
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U2 - 10.2174/1567205010666131212120443
DO - 10.2174/1567205010666131212120443
M3 - Article
C2 - 24359501
AN - SCOPUS:84897429165
SN - 1567-2050
VL - 11
SP - 182
EP - 191
JO - Current Alzheimer Research
JF - Current Alzheimer Research
IS - 2
ER -