Xavier Morató, Adrian Hinojosa-Calleja, Sara Jofresa, Berta Calm, Amanda Cano, Josep Blazquez-Folch, Emilio Alarcón-Martín, Laura Montrreal, Álvaro Muñoz-Morales, Claudia Olivé, Paula Bayón, Oscar Sotolongo-Grau, Adelina Orellana, Pilar Sanz-Cartagena, Xavier Montalban, Marta Marquié, Maria Victoria Fernandez, Agustín Ruiz, Mercè Boada, Sergi Valero
Among patients with cognitive impairment (Clinical Dementia Rating [CDR] ≥ 0.5), 67% presented polypharmacy and 21% hyperpolypharmacy. Higher odds of polypharmacy were observed across the CDR scale, while higher education showed a protective effect. Altered renal function was found in 20.8% of patients with polypharmacy. Indeed, significant differences were found between amyloid beta-positive and negative (Aβ+/Aβ-) subjects and between the whole population and subjects participating in clinical trials.
BACKGROUND: Polypharmacy, potentially inappropriate medications (PIMs), and drugs associated with drug-induced cognitive impairment (DICI) are highly prevalent in older adults and may affect cognitive decline.
METHODS: This observational retrospective study included 2379 patients evaluated at Ace Alzheimer Center Barcelona. Medication data were extracted from electronic health records using a large language model (LLM). Polypharmacy (≥5), hyperpolypharmacy (≥10), PIMs, and DICI drugs were analyzed across cognitive stages, Alzheimer's disease biomarkers, ApoE subtype, and estimated glomerular filtration rate.
RESULTS: Among patients with cognitive impairment (Clinical Dementia Rating [CDR] ≥ 0.5), 67% presented polypharmacy and 21% hyperpolypharmacy. Higher odds of polypharmacy were observed across the CDR scale, while higher education showed a protective effect. Altered renal function was found in 20.8% of patients with polypharmacy. Indeed, significant differences were found between amyloid beta-positive and negative (Aβ+/Aβ-) subjects and between the whole population and subjects participating in clinical trials.
DISCUSSION: Polypharmacy is extremely common in patients attending memory clinics. LLMs could facilitate systematic structured medication reviews.