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Plasma MIA , CRP , and Albumin Predict Cognitive Decline in Parkinson's Disease
Author(s) -
Shen Junchao,
Amari Noor,
Zack Rebecca,
Skrinak R. Tyler,
Unger Travis L.,
Posavi Marijan,
Tropea Thomas F.,
Xie Sharon X.,
Van Deerlin Vivianna M.,
Dewey Richard B.,
Weintraub Daniel,
Trojanowski John Q.,
ChenPlotkin Alice S.
Publication year - 2022
Publication title -
annals of neurology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 4.764
H-Index - 296
eISSN - 1531-8249
pISSN - 0364-5134
DOI - 10.1002/ana.26410
Subject(s) - cognitive decline , cohort , biomarker , quartile , dementia , medicine , oncology , montreal cognitive assessment , cohort study , neuropsychology , gerontology , cognition , psychology , disease , psychiatry , biology , genetics , confidence interval
Objective Using a multi‐cohort, discovery‐replication‐validation design, we sought new plasma biomarkers that predict which individuals with Parkinson's disease (PD) will experience cognitive decline. Methods In 108 discovery cohort PD individuals and 83 replication cohort PD individuals, we measured 940 plasma proteins on an aptamer‐based platform. Using proteins associated with subsequent cognitive decline in both cohorts, we trained a logistic regression model to predict which patients with PD showed fast (> = 1 point drop/year on Montreal Cognitive Assessment [MoCA]) versus slow (< 1 point drop/year on MoCA) cognitive decline in the discovery cohort, testing it in the replication cohort. We developed alternate assays for the top 3 proteins and confirmed their ability to predict cognitive decline – defined by change in MoCA or development of incident mild cognitive impairment (MCI) or dementia – in a validation cohort of 118 individuals with PD. We investigated the top plasma biomarker for causal influence by Mendelian randomization (MR). Results A model with only 3 proteins (melanoma inhibitory activity protein [MIA], C‐reactive protein [CRP], and albumin) separated fast versus slow cognitive decline subgroups with an area under the curve (AUC) of 0.80 in the validation cohort. The individuals with PD in the validation cohort in the top quartile of risk for cognitive decline based on this model were 4.4 times more likely to develop incident MCI or dementia than those in the lowest quartile. Genotypes at MIA single nucleotide polymorphism (SNP) rs2233154 associated with MIA levels and cognitive decline, providing evidence for MIA's causal influence. Conclusions An easily obtained plasma‐based predictor identifies individuals with PD at risk for cognitive decline. MIA may participate causally in development of cognitive decline. ANN NEUROL 2022;92:255–269