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. 2022 Sep 20;16:998224. doi: 10.3389/fnins.2022.998224

Table 11.

Summary of the most relevant predictors based on their consistency.

Evidence Predictors Response Direction of the association Timing of response (months) Section
Consistent Hallucinations Cognitive and global + 3–5 months Indicators of cholinergic deficit
Atrophy of substantia innominata Cognitive + 3–12 months Indicators of cholinergic deficit
Rivastigmine concentration Cognitive and global + 3–7 months AChEI plasma concentration
Higher doses of AChEI Cognitive, functional, global, behavioral + 24–36 months Drug dose
Faster progression Cognitive, global + 6 months Rate of progression
Low cholesterolemia Cognitive + 12 months Cardiovascular risk factors
Use of antipsychotics Cognitive 36–48 months Other drugs and comorbidities
Higher T4 pre-treatment Cognitive + 4–6 months Thyroid function
Medial temporal lobe atrophy Cognitive 6–46 months Medial temporal lobe atrophy
Apathy, disinhibition, irritability Behavioral + 2–3 months Behavioral profile
Attention impairment Cognitive, behavioral + 3–6 months Other neuropsychological predictors
Limited Lower AChE salivary activity Composite 6 months Indicators of cholinergic deficit
EEG P3 latency and CRT variability Cognitive and behavioral + 6 months Indicators of cholinergic deficit
Higher scores on modified vigilance test from MoCA Cognitive + 3 months Indicators of cholinergic deficit
Low parietal NAA/Cr ratio at baseline Cognitive + 3 months Indicators of cholinergic deficit
Baseline overall, frontal, and parietal alpha EEG power Cognitive + 6 months Indicators of preserved cholinergic system
Albumin <4 g/dl (for donepezil) Cognitive + 15 months Serum albumin
Greater BMI Composite 6 months Cardiovascular risk factors
Lower IMT Cognitive, behavioral, others + 6 months Cardiovascular risk factors
Anticoagulants, gastrointestinal drugs Cognitive 48 months Other drugs and comorbidities
Vitamin B12 Cognitive 24 months Vitamin B12
Conflicting White matter hyperintensities Cognitive, behavioral, global ± 6–46 months Indicators of preserved cholinergic system
BuChE-K variant Coginitve and global ± 24–36 months BuChE
CYP2D6 Cognitive, functional, global ± 3–40 months Factors involved in drug metabolization
CYP3A4 Cognitive and global – or null 12–40 months FACTORS involved in drug metabolization
Donepezil concentrations Cognitive and global + or null 3–12 months AChEI plasma concentration
Education Cognitive, global ± 3–48 months Indicators of cognitive reserve
Age Cognitive, functional, global ± 6–48 months Demographic factors: Age, gender, race
Gender Cognitive, global, others ± 6–48 months Demographic factors: Age, gender, race
Short-term response Cognitive, functional ± 9–120 months Short-term response
Lower MMSE at baseline Cognitive, global, functional ± 3–48 months Measures of cognitive or functional impairment at baseline
Smoking Cognitive, composite ± 6–48 months Cardiovascular risk factors
Hypertension Cognitive, global ± 6–12 months Cardiovascular risk factors
Antiplatelet therapy Cognitive ± 36–48 months Other drugs and comorbidities
Serum IGF-I levels Cognitive ± 3–6 months Serum IGF-1 levels
Markers of amyloidopathy Cognitive, behavioral, global ± 6–12 months Markers of amyloidopathy, CSF biomarkers
ApoE status Cognitive, global ± or null 6–36 months APOE

Relevancy is established also based on predictors availability.