<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Liu H</submitter><funding>NIA NIH HHS</funding><funding>CIHR</funding><pagination>1323-1335</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC8957404</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>84(3)</volume><pubmed_abstract>&lt;h4>Background&lt;/h4>Mild cognitive impairment (MCI) is a heterogeneous condition and MCI patients are at increased risk of progression to dementia due to Alzheimer's disease (AD).&lt;h4>Objective&lt;/h4>In this study, we aim to evaluate the associations between polygenic risk scores (PRSs) and 1) time to AD progression from MCI, 2) changes in longitudinal cognitive impairment, and 3) biomarkers from cerebrospinal fluid and imaging.&lt;h4>Methods&lt;/h4>We constructed PRS by using 40 independent non-APOE SNPs from well-replicated AD GWASs and tested its association with the progression time from MCI to AD by using 767 MCI patients from the ADNI study and 1373 patients from the NACC study. PRSs calculated with other methods were also computed.&lt;h4>Results&lt;/h4>We found that the PRS constructed with SNPs that reached genome-wide significance predicted the progression from MCI to AD (beta = 0.182, SE = 0.061, p = 0.003) after adjusting for the demographic and clinical variables. This association was replicated in the NACC dataset (beta = 0.094, SE = 0.037, p = 0.009). Further analyses revealed that PRS was associated with the increased ADAS-Cog11/ADAS-Cog13/ADASQ4 scores, tau/ptau levels, and cortical amyloid burdens (PiB-PET and AV45-PET), but decreased hippocampus and entorhinal cortex volumes (p &lt; 0.05). Mediation analysis showed that the effect of PRS on the increased risk of AD may be mediated by Aβ42 (beta = 0.056, SE = 0.026, p = 0.036).&lt;h4>Conclusion&lt;/h4>Our findings suggest that PRS can be useful for the prediction of time to AD and other clinical changes after the diagnosis of MCI.</pubmed_abstract><journal>Journal of Alzheimer's disease : JAD</journal><pubmed_title>Association Between Polygenic Risk Score and the Progression from Mild Cognitive Impairment to Alzheimer's Disease.</pubmed_title><pmcid>PMC8957404</pmcid><funding_grant_id>P30 AG013846</funding_grant_id><funding_grant_id>P30 AG028383</funding_grant_id><funding_grant_id>P30 AG008017</funding_grant_id><funding_grant_id>P30 AG053760</funding_grant_id><funding_grant_id>P30 AG010133</funding_grant_id><funding_grant_id>P50 AG005146</funding_grant_id><funding_grant_id>R01 AG064803</funding_grant_id><funding_grant_id>P50 AG005142</funding_grant_id><funding_grant_id>P50 AG005681</funding_grant_id><funding_grant_id>P30 AG062715</funding_grant_id><funding_grant_id>P50 AG047366</funding_grant_id><funding_grant_id>P50 AG047266</funding_grant_id><funding_grant_id>P30 AG019610</funding_grant_id><funding_grant_id>P50 AG023501</funding_grant_id><funding_grant_id>P30 AG008051</funding_grant_id><funding_grant_id>P30 AG010129</funding_grant_id><funding_grant_id>P30 AG013854</funding_grant_id><funding_grant_id>P30 AG072958</funding_grant_id><funding_grant_id>P50 AG005138</funding_grant_id><funding_grant_id>P30 AG062428</funding_grant_id><funding_grant_id>P50 AG008702</funding_grant_id><funding_grant_id>P30 AG010124</funding_grant_id><funding_grant_id>P30 AG012300</funding_grant_id><funding_grant_id>P50 AG005136</funding_grant_id><funding_grant_id>P50 AG025688</funding_grant_id><funding_grant_id>P50 AG047270</funding_grant_id><funding_grant_id>U01 AG016976</funding_grant_id><funding_grant_id>P30 AG062421</funding_grant_id><funding_grant_id>P30 AG035982</funding_grant_id><funding_grant_id>P30 AG062422</funding_grant_id><funding_grant_id>P30 AG010161</funding_grant_id><funding_grant_id>P50 AG005133</funding_grant_id><funding_grant_id>P30 AG062429</funding_grant_id><funding_grant_id>P30 AG028716</funding_grant_id><funding_grant_id>P30 AG049638</funding_grant_id><funding_grant_id>U01 AG024904</funding_grant_id><funding_grant_id>P50 AG016573</funding_grant_id><pubmed_authors>Liu H</pubmed_authors><pubmed_authors>Lutz M</pubmed_authors><pubmed_authors>Luo S</pubmed_authors><pubmed_authors>Alzheimer’s Disease Neuroimaging Initiative</pubmed_authors></additional><is_claimable>false</is_claimable><name>Association Between Polygenic Risk Score and the Progression from Mild Cognitive Impairment to Alzheimer's Disease.</name><description>&lt;h4>Background&lt;/h4>Mild cognitive impairment (MCI) is a heterogeneous condition and MCI patients are at increased risk of progression to dementia due to Alzheimer's disease (AD).&lt;h4>Objective&lt;/h4>In this study, we aim to evaluate the associations between polygenic risk scores (PRSs) and 1) time to AD progression from MCI, 2) changes in longitudinal cognitive impairment, and 3) biomarkers from cerebrospinal fluid and imaging.&lt;h4>Methods&lt;/h4>We constructed PRS by using 40 independent non-APOE SNPs from well-replicated AD GWASs and tested its association with the progression time from MCI to AD by using 767 MCI patients from the ADNI study and 1373 patients from the NACC study. PRSs calculated with other methods were also computed.&lt;h4>Results&lt;/h4>We found that the PRS constructed with SNPs that reached genome-wide significance predicted the progression from MCI to AD (beta = 0.182, SE = 0.061, p = 0.003) after adjusting for the demographic and clinical variables. This association was replicated in the NACC dataset (beta = 0.094, SE = 0.037, p = 0.009). Further analyses revealed that PRS was associated with the increased ADAS-Cog11/ADAS-Cog13/ADASQ4 scores, tau/ptau levels, and cortical amyloid burdens (PiB-PET and AV45-PET), but decreased hippocampus and entorhinal cortex volumes (p &lt; 0.05). Mediation analysis showed that the effect of PRS on the increased risk of AD may be mediated by Aβ42 (beta = 0.056, SE = 0.026, p = 0.036).&lt;h4>Conclusion&lt;/h4>Our findings suggest that PRS can be useful for the prediction of time to AD and other clinical changes after the diagnosis of MCI.</description><dates><release>2021-01-01T00:00:00Z</release><publication>2021</publication><modification>2026-05-31T19:51:47.974Z</modification><creation>2025-04-05T22:19:20.007Z</creation></dates><accession>S-EPMC8957404</accession><cross_references><pubmed>34657885</pubmed><doi>10.3233/jad-210700</doi><doi>10.3233/JAD-210700</doi></cross_references></HashMap>