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February 28, 2023; 100 (9) Research Article

Associations of Olfaction With Longitudinal Trajectories of Brain Volumes and Neuropsychological Function in Older Adults

Qu Tian, View ORCID ProfileYang An, Melissa H. Kitner-Triolo, Christos Davatzikos, Stephanie A. Studenski, Luigi Ferrucci, Susan M. Resnick
First published December 2, 2022, DOI: https://doi.org/10.1212/WNL.0000000000201646
Qu Tian
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Yang An
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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  • ORCID record for Yang An
Melissa H. Kitner-Triolo
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Christos Davatzikos
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Stephanie A. Studenski
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Luigi Ferrucci
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Susan M. Resnick
From the Translational Gerontology Branch (Q.T., S.A.S., L.F.), National Institute on Aging, Baltimore, MD; Laboratory of Behavioral Neuroscience (Y.A., M.H.K.T., S.M.R.), National Institute on Aging, Baltimore, MD; and Department of Radiology (C.D.), University of Pennsylvania School of Medicine, Philadelphia.
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Associations of Olfaction With Longitudinal Trajectories of Brain Volumes and Neuropsychological Function in Older Adults
Qu Tian, Yang An, Melissa H. Kitner-Triolo, Christos Davatzikos, Stephanie A. Studenski, Luigi Ferrucci, Susan M. Resnick
Neurology Feb 2023, 100 (9) e964-e974; DOI: 10.1212/WNL.0000000000201646

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Abstract

Background and Objectives Olfactory function declines with aging, and olfactory deficits are one of the earliest features of neurodegenerative diseases, such as Parkinson disease and Alzheimer disease. Previous studies have shown that olfaction is associated with brain volumes and cognitive function, but data are exclusively cross-sectional. We aimed to examine longitudinal associations of olfaction with changes in brain volumes and neuropsychological function.

Methods In the Baltimore Longitudinal Study of Aging, we chose the first assessment of olfaction to examine the associations with retrospective and prospective changes in neuropsychological performance and brain volumes in participants aged 50 years or older using linear mixed-effects models, adjusted for demographic variables and cardiovascular disease. Olfaction was measured as odor identification scores through the 16-item Sniffin' Sticks.

Results We analyzed data from 567 (58% women, 42% men, 27% Black, 66% White, and 7% others) participants who had data on odor identification scores and brain volumetric MRI (n = 420 with retrospective repeats over a mean of 3.7 years, n = 280 with prospective repeats over a mean of 1.2 years). We also analyzed data from 754 participants (56% women, 44% men, 29% Black, 65% White, and 6% others) with neuropsychological assessments (n = 630 with retrospective repeats over a mean of 6.6 years, n = 280 with prospective repeats over a mean of 1.5 years). After adjustment, higher odor identification scores were associated with prior and subsequent slower brain atrophy in the entorhinal cortex (β ± SE = 0.0093 ± 0.0031, p = 0.0028 and β ± SE = 0.0176 ± 0.0073, p = 0.0169, respectively), hippocampus (β ± SE = 0.0070 ± 0.0030, p = 0.0192 and β ± SE = 0.0173 ± 0.0066, p = 0.0089, respectively), and additional frontal and temporal areas (all p < 0.05). Higher odor identification scores were also associated with prior slower decline in memory, attention, processing speed, and manual dexterity and subsequent slower decline in attention (all p < 0.05). Some associations were attenuated after exclusion of data points at and after symptom onset of cognitive impairment or dementia.

Discussion In older adults, olfaction is related to brain atrophy of specific brain regions and neuropsychological changes in specific domains over time. The observed associations are driven, in part, by those who developed cognitive impairment or dementia. Future longitudinal studies with longer follow-ups are needed to understand whether olfactory decline precedes cognitive decline and whether it is mediated through regionally specific brain atrophy.

Glossary

AD=
Alzheimer disease;
BLSA=
Baltimore Longitudinal Study of Aging;
CVLT=
California Verbal Learning Test;
DSM-III-R=
Diagnostic and Statistical Manual of Mental Disorders, Third Edition, Revised;
DSST=
Digit Symbol Substitution Test;
FDR=
false discovery rate;
LME=
linear mixed effect;
MCI=
mild cognitive impairment;
MMSE=
Mini-Mental State Examination;
MPRAGE=
magnetization-prepared rapid gradient echo;
MUSE=
MUlti-atlas region Segmentation using Ensembles;
TMT-A=
Trail Making Test part A;
TMT-B=
Trail Making Test part B

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Submitted and externally peer reviewed. The handling editor was Rebecca Burch, MD.

  • Received May 4, 2022.
  • Accepted in final form October 18, 2022.
  • © 2022 American Academy of Neurology
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