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August 04, 2023Research Article

Association of Olfaction and Microstructural Integrity of Brain Tissue in Community-Dwelling Adults: Atherosclerosis Risk in Communities Neurocognitive Study

Srishti Shrestha, Xiaoqian Zhu, Kevin J Sullivan, Chad Blackshear, View ORCID ProfileJennifer A. Deal, A. Richey Sharrett, Vidyulata Kamath, Andrea Lauren Christman Schneider, View ORCID ProfileClifford R. Jack, Juebin Huang, Priya Palta, Robert I. Reid, David S Knopman, Rebecca F. Gottesman, Honglei Chen, B. Gwen Windham, Michael Griswold, Tom H. Mosley
First published August 4, 2023, DOI: https://doi.org/10.1212/WNL.0000000000207636
Srishti Shrestha
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
PhD
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  • For correspondence: sshrestha1@umc.edu
Xiaoqian Zhu
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
PhD
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Kevin J Sullivan
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
PhD
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Chad Blackshear
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
MS
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Jennifer A. Deal
2Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
PhD
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  • ORCID record for Jennifer A. Deal
A. Richey Sharrett
2Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD
MD, DrPH
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Vidyulata Kamath
3Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
PhD
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Andrea Lauren Christman Schneider
4Department of Neurology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
5Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
MD, PhD
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Clifford R. Jack
6Department of Radiology, Mayo Clinic, Rochester, MN
MD
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  • ORCID record for Clifford R. Jack
Juebin Huang
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
7Department of Neurology, University of Mississippi Medical Center, Jackson, MS
MD
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Priya Palta
8Department of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC
PhD
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Robert I. Reid
6Department of Radiology, Mayo Clinic, Rochester, MN
PhD
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David S Knopman
9Department of Neurology, Mayo Clinic, Rochester, MN
MD
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Rebecca F. Gottesman
10Stroke Branch, National Institute of Neurological Disorders and Stroke Intramural Research Program, Bethesda, MD
MD, PhD
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Honglei Chen
11Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI
MD, PhD
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B. Gwen Windham
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
MD, MHS
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Michael Griswold
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
PhD
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Tom H. Mosley
1The Memory Impairment and Neurodegenerative Dementia (MIND) Center, University of Mississippi Medical Center, Jackson, MS
PhD
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Citation
Association of Olfaction and Microstructural Integrity of Brain Tissue in Community-Dwelling Adults: Atherosclerosis Risk in Communities Neurocognitive Study
Srishti Shrestha, Xiaoqian Zhu, Kevin J Sullivan, Chad Blackshear, Jennifer A. Deal, A. Richey Sharrett, Vidyulata Kamath, Andrea Lauren Christman Schneider, Clifford R. Jack, Juebin Huang, Priya Palta, Robert I. Reid, David S Knopman, Rebecca F. Gottesman, Honglei Chen, B. Gwen Windham, Michael Griswold, Tom H. Mosley
Neurology Aug 2023, 10.1212/WNL.0000000000207636; DOI: 10.1212/WNL.0000000000207636

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Abstract

Objectives: Research on olfaction and brain neuropathology may help understand brain regions associated with normal olfaction and dementia pathophysiology. To identify early regional brain structures affected in poor olfaction, we examined cross-sectional associations of microstructural integrity of the brain with olfaction in the Atherosclerosis Risk in Communities Neurocognitive Study.

Methods: Participants were selected from a prospective cohort study of community-dwelling adults; selection criteria included: evidence of cognitive impairment, participation in a previous MRI study, and a random sample of cognitively normal participants. Microstructural integrity was measured by two diffusion tensor imaging (DTI) measures, fractional anisotropy (FA) and mean diffusivity (MD), and olfaction by a 12-item odor-identification test at the same visit. Higher FA and MD values indicate better and worse microstructural integrity, respectively, and higher odor-identification scores indicate better olfaction. We used brain region-specific linear regression models to examine associations between DTI measures and olfaction, adjusting for potential confounders.

Results: Among 1,418 participants (mean age: 76±5years, 41% male, 21% Black race, 59% with normal cognition), the mean olfaction score was 9±2.3. Relevant to olfaction, higher MD in the medial temporal lobe (MTL) regions, namely, the hippocampus (β: -0.79 (95%CI: -0.94, -0.65) units lower olfaction score per SD higher MD), amygdala, entorhinal area, and some white matter (WM) tracts connecting to these regions, was associated with olfaction. We also observed associations with MD and WM FA in multiple atlas regions that were not previously implicated in olfaction. The associations between MD and olfaction were particularly stronger in the MTL regions among individuals with mild cognitive impairment (MCI) compared to those with normal cognition (e.g., βhippocampus: -0.75 (95%CI: -1.02, -0.49) and -0.44 (95%CI: -0.63, -0.26) for MCI and normal cognition, respectively, p-interaction=0.004).

Conclusions: Neuronal microstructural integrity in multiple brain regions, in particular the MTL (the regions known to be affected in early Alzheimer’s), is associated with odor-identification ability. Differential associations in the MTL regions among cognitively normal individuals compared to those with MCI may reflect the earlier vs. later effects of the dementia pathogenesis. It is likely that some of the associated regions may not have any functional relevance to olfaction.

  • Received January 9, 2023.
  • Accepted in final form May 30, 2023.
  • Written work prepared by employees of the Federal Government as part of their official duties is, under the U.S. Copyright Act, a “work of the United States Government” for which copyright protection under Title 17 of the United States Code is not available. As such, copyright does not extend to the contributions of employees of the Federal Government.

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