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| Funder | Swedish Research Council |
|---|---|
| Recipient Organization | Karolinska Institutet |
| Country | Sweden |
| Start Date | Jan 01, 2023 |
| End Date | Dec 31, 2026 |
| Duration | 1,460 days |
| Number of Grantees | 1 |
| Roles | Principal Investigator |
| Data Source | Swedish Research Council |
| Grant ID | 2022-01425_VR |
Dementia creates a great personal and societal burden and there are currently no treatments to stop memory loss. Many patients with dementia take medications to treat other conditions, eg. high blood pressure and cholesterol.
Some of these medications may have central effects on the pathophysiological processes leading to dementia.Medication repurposing is a cost and time-effective way to discover new treatments. Swedish registers are a unique tool to detect medication candidates for repurposing.
The Swedish Dementia Registry (SveDem) has >100000 patients and ca. 144000 measures of cognition over time (measured with the Mini-Mental State Examination—MMSE), making it perfect to examine whether certain medications are associated with less cognitive decline in patients with dementia. Cholesterol and kidney function affect treatment and cognition and are available for 25000 patients.
We propose a study combining traditional cohort studies and newer artificial intelligence (machine learning) techniques to detect medications associated with slower cognitive decline in patients from SveDem.
We will test pre-specified hypotheses since we suspect specific medications are better candidates to prevent cognitive decline, but we will also let the machine learning algorithms explore the data to find associations that we do not suspect in advance.
Finally, the candidate medications will be tested in animal and cellular models to determine the mechanisms of their effects.
Karolinska Institutet
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