Jump to Section 1. Introduction 2. Methods 2.1. Participants 2.2. CSF measurements and classification 2.3. APOE genotyping 2.4. Analytic methods 2.4.1. Training and validation sets 2.4.2. LASSO regression modeling of baseline cognitive performance 2.4.3. Applying model weights to predict clinical diagnostic category 2.4.4. Using weighted marker scores to predict 4-year cognitive trajectory 2.5. Data availability 3. Results 3.1. Demographic characteristics 3.2. AD biomarkers’ and CSF proteins’ relation to cognitive scores 3.3. LASSO protein model weights predict diagnostic category 3.4. Weighted marker score predicts rate of 4-year cognitive decline 4. Discussion 4.1. Function of the predictive CSF proteins 4.2. Strengths and limitations 4.3. A hypothesis and experimental approaches to its assessment References
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