Identifying the bioimaging features of Alzheimer’s disease based on pupillary light response-driven brain-wide fMRI in awake mice

Pupil dynamics has emerged as a critical non-invasive indicator of brain state changes. In particular, pupillary-light-responses (PLR) in Alzheimer's disease (AD) patients show potential as biomarkers for brain degeneration. To investigate AD-specific PLR and its underlying neuromodulatory sources, we combine high-resolution awake mouse fMRI with real-time pupillometry to map brain-wide event-related correlation patterns based on illumination-driven pupil constriction ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>c</mml:mi></mml:mrow> </mml:msub> </mml:math> ) and post-illumination pupil dilation recovery (amplitude, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>d</mml:mi></mml:mrow> </mml:msub> </mml:math> , and time, T). The <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>c</mml:mi></mml:mrow> </mml:msub> </mml:math> -driven differential analysis reveals altered visual signal processing and reduced thalamocortical activation in AD mice in comparison with wild-type (WT) control mice. In contrast, the post-illumination pupil dilation recovery-based fMRI highlights multiple brain areas associated with AD brain degeneration, including the cingulate cortex, hippocampus, septal area of the basal forebrain, medial raphe nucleus, and pontine reticular nuclei (PRN). Additionally, the brain-wide functional connectivity analysis highlights the most significant changes in PRN of AD mice, which serves as the major subcortical relay nuclei underlying oculomotor function. This work integrates non-invasive pupil-fMRI measurements in preclinical models to identify pupillary biomarkers based on brain-wide functional changes, including neuromodulatory dysfunction coupled with AD brain degeneration.

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Publication Details

Journal
Nature Communications
Published
2024-11-07
DOI
https://doi.org/10.1038/s41467-024-53878-y
Citations
6
Primary Topic
Photoreceptor and optogenetics research
Type
article
Field-Weighted Citation Impact
1.61

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article

Identifying the bioimaging features of Alzheimer’s disease based on pupillary light response-driven brain-wide fMRI in awake mice

Xin Yu, David Hike, Xiaoqing Zhou, Weitao Man et al.
6 citations
Nature Communications
Photoreceptor and optogenetics research
1.61
article

Identifying the bioimaging features of Alzheimer’s disease based on pupillary light response-driven brain-wide fMRI in awake mice

Xin Yu, David Hike, Xiaoqing Zhou, Weitao Man, Chongzhao Ran, Yuanyuan Jiang, Sangcheon Choi, Xiaochen Liu
article en
6 citations

Abstract

Pupil dynamics has emerged as a critical non-invasive indicator of brain state changes. In particular, pupillary-light-responses (PLR) in Alzheimer's disease (AD) patients show potential as biomarkers for brain degeneration. To investigate AD-specific PLR and its underlying neuromodulatory sources, we combine high-resolution awake mouse fMRI with real-time pupillometry to map brain-wide event-related correlation patterns based on illumination-driven pupil constriction ( <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>c</mml:mi></mml:mrow> </mml:msub> </mml:math> ) and post-illumination pupil dilation recovery (amplitude, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>d</mml:mi></mml:mrow> </mml:msub> </mml:math> , and time, T). The <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub><mml:mrow><mml:mi>P</mml:mi></mml:mrow> <mml:mrow><mml:mi>c</mml:mi></mml:mrow> </mml:msub> </mml:math> -driven differential analysis reveals altered visual signal processing and reduced thalamocortical activation in AD mice in comparison with wild-type (WT) control mice. In contrast, the post-illumination pupil dilation recovery-based fMRI highlights multiple brain areas associated with AD brain degeneration, including the cingulate cortex, hippocampus, septal area of the basal forebrain, medial raphe nucleus, and pontine reticular nuclei (PRN). Additionally, the brain-wide functional connectivity analysis highlights the most significant changes in PRN of AD mice, which serves as the major subcortical relay nuclei underlying oculomotor function. This work integrates non-invasive pupil-fMRI measurements in preclinical models to identify pupillary biomarkers based on brain-wide functional changes, including neuromodulatory dysfunction coupled with AD brain degeneration.

Nature CommunicationsVol. 15(1)
Harvard University (US), Massachusetts General Hospital (US), Athinoula A. Martinos Center for Biomedical Imaging (US)
National Science Foundation, Massachusetts General Hospital, National Institutes of Health, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, National Institute of Neurological Disorders and Stroke
Openalex Percentile: Top 17%
Photoreceptor and optogenetics research
1.61
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