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APOE ε4 carriage is associated with olfactory-hippocampal tract functional connectivity.

Overview

Authors: Toshikazu Ikuta1, Taylor Bither2, The Alzheimer’s Disease Neuroimaging Initiative
  1. Department of Communication Sciences and Disorders, School of Applied Sciences, University of Mississippi,PO Box 1848, University, MS 38677 USA
  2. School of Nursing and Health Studies, University of Miami,Coral Gables, FL 33124 USA
Institutions: University of Mississippi (United States); University of Miami (United States)
Journal: Brain imaging and behavior, volume 20, issue 2, article 46
Dates: received 26 May 2025; accepted 12 February 2026; published online 13 March 2026; in print 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1007/s11682-026-01109-x · PMID 41820696 · PMCID PMC12982280 · OpenAlex W7135053991
Open access: hybrid, a free copy (OpenAlex)
Status: dead link
Categories: genetics / omics (modality), fMRI (modality), human (organism), Alzheimer's / dementia (population), systems (subfield)
Methods: Connectivity, Statistics, Preprocessing, fMRI & imaging
Keywords: APOE, Alzheimer’s disease, Olfaction, Resting state functional connectivity
MeSH: Apolipoprotein E4*, Hippocampus*, Olfactory Pathways*, Aged, Aged, 80 and over, Brain Mapping, Female, Genetic Predisposition to Disease, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neural Pathways, Olfactory Bulb, Rest (* major topic)
Topic: Olfactory and Sensory Function Studies (Sensory Systems, Neuroscience), according to OpenAlex
Funding: NIA NIH HHS (U19 AG024904)
Citations: cited by 1 paper (Europe PMC); 50 references in the paper

Abstract

Olfactory dysfunction often emerges before cognitive symptoms and may signal early vulnerability to neurodegenerative processes. This study examined whether genetic risk, specifically the presence of the epsilon 4 allele in apolipoprotein E, is associated with altered functional connectivity between the hippocampus and olfactory regions. Resting-state functional imaging data from 126 participants (mean age = 71.8 years, SD = 6.9; 67 females) across a range of clinical stages were analyzed. Functional connectivity was computed between the hippocampus and four olfactory-related regions: anterior piriform cortex, posterior piriform cortex, olfactory bulb, and olfactory tract. Multiple regression models assessed whether genetic risk, age, sex, and clinical diagnosis predicted connectivity strength. Genetic risk was significantly associated with increased connectivity between the hippocampus and the olfactory tract (model R² = 0.12). A nominal APOE ε4 effect was also observed in the olfactory bulb, although the overall model did not reach significance, while no significant effects were observed in the piriform cortex regions. Clinical diagnosis was not a significant predictor of connectivity in any region. These results suggest that genetic risk is linked to early functional reorganization in specific olfactory-hippocampal pathways, particularly the olfactory tract, independent of clinical progression. The olfactory-hippocampal network may serve as a sensitive target for detecting early brain changes associated with neurodegenerative risk.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

olemiss.edu/projects/dnl

License: none: the authors keep all their rights
State: the link is dead, verified on 30 September 2026
Evidence: found in the paper
Software Heritage: not checked
Found in: “Code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 30 September 2026: the link is dead (HTTP 404)
  • 30 September 2026: the link is dead (HTTP 404)

Code availability

The functional connectivity codes will be available at https://olemiss.edu/projects/dnl/ upon publication.

Reproduced under the paper's license (CC BY), from the paper cited above.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability

The original data is available at the ADNI website.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 4 keywords, 15 MeSH terms, 1 funder, 50 references.

Cite

This paper

Ikuta, T., Bither, T., & The Alzheimer’s Disease Neuroimaging Initiative. (2026). APOE ε4 carriage is associated with olfactory-hippocampal tract functional connectivity. Brain imaging and behavior, 20(2), 46. https://doi.org/10.1007/s11682-026-01109-x

BibTeX

@article{ikuta2026apoe,
author = {Ikuta, Toshikazu and Bither, Taylor and {The Alzheimer’s Disease Neuroimaging Initiative}},
title = {{APOE ε4 carriage is associated with olfactory-hippocampal tract functional connectivity}},
journal = {Brain imaging and behavior},
year = {2026},
month = mar,
volume = {20},
number = {2},
pages = {46},
publisher = {Springer Science+Business Media},
issn = {1931-7557},
doi = {10.1007/s11682-026-01109-x},
url = {https://doi.org/10.1007/s11682-026-01109-x},
pmid = {41820696},
pmcid = {PMC12982280}
}

RIS

TY - JOUR
AU - Ikuta, Toshikazu
AU - Bither, Taylor
AU - The Alzheimer’s Disease Neuroimaging Initiative
TI - APOE ε4 carriage is associated with olfactory-hippocampal tract functional connectivity
T2 - Brain imaging and behavior
J2 - Brain Imaging Behav
PY - 2026
DA - 2026/03/13
VL - 20
IS - 2
SP - 46
SN - 1931-7557
PB - Springer Science+Business Media
DO - 10.1007/s11682-026-01109-x
UR - https://doi.org/10.1007/s11682-026-01109-x
LA - en
ER -

CSL-JSON

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The tracing map gets a citation of its own once an author has validated it and it has a DOI.

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