Multimodal neuroimaging related to cerebrospinal fluid biomarkers and cognitive function in Alzheimer's disease

BackgroundAlzheimer's disease (AD) is characterized by amyloid-β (Aβ) and tau protein accumulation, reflected in cerebrospinal fluid (CSF) analysis. However, the interplay among CSF biomarkers, neuroimaging, and cognition remains elusive.ObjectiveTo explore associations among neuroimaging features, CSF biomarkers, and cognitive performance in AD.MethodsSixty patients with clinically diagnosed AD showing Aβ pathology in CSF underwent neuroimaging assessment of gray matter volume using T1-weighted MRI, cerebral blood flow (CBF) using single-photon emission computed tomography, and white matter hyperintensities (WMHs) using T2-weighted or fluid-attenuated inversion recovery images. Partial least square (PLS) regression identified imaging findings related to CSF biomarkers and Mini-Mental State Examination (MMSE) scores. Structural equation modeling (SEM) explored associations between factors with variable importance in projection (VIP) scores above 1.5 in PLS regression.ResultsLateral temporal and occipital gray matter volumes positively correlated with MMSE scores (VIP = 1.95, 1.53), whereas WMHs in parietal and frontal periventricular regions were negatively associated with CSF Aβ<sub>42</sub> (VIP = 1.54, 1.58). Lateral temporal CBF was also associated with MMSE scores (VIP = 2.22). SEM analysis showed that reduced CSF Aβ<sub>42</sub> was linked to increased WMHs (p = 0.028), which correlated with each region (p < 0.005) and explained the reduced MMSE score (p = 0.013). Lateral temporal CBF correlated with temporo-occipital gray matter volume (p < 0.001) and influenced the MMSE score (p < 0.001).ConclusionsThis study suggests that amyloid pathology via WMHs and neurodegeneration of the lateral temporal lobe independently contribute to cognitive impairment in patients with AD.

Authors

Institutions

Publication Details

Journal
Journal of Alzheimer s Disease
Published
2025-09-17
DOI
https://doi.org/10.1177/13872877251376601
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multimodal neuroimaging related to cerebrospinal fluid biomarkers and cognitive function in Alzheimer's disease

Yoshikazu Chishiki, Satoshi Kuwabara, Mitsuyoshi Tamura, Masahiro Mori et al.
Journal of Alzheimer s Disease
Dementia and Cognitive Impairment Research
article

Multimodal neuroimaging related to cerebrospinal fluid biomarkers and cognitive function in Alzheimer's disease

Yoshikazu Chishiki, Satoshi Kuwabara, Mitsuyoshi Tamura, Masahiro Mori, Atsuhiko Sugiyama, Yutaro Suzuki, Michiko Izumi, Yoshikazu Nakano, Shigeki Hirano, Yoshihisa Kitayama, Shogo Furukawa, Ai Ishikawa, Koichi Kashiwado, Kosuke Yamagishi, Yume Koizumi, Satoki Hanayama
article en

Abstract

BackgroundAlzheimer's disease (AD) is characterized by amyloid-β (Aβ) and tau protein accumulation, reflected in cerebrospinal fluid (CSF) analysis. However, the interplay among CSF biomarkers, neuroimaging, and cognition remains elusive.ObjectiveTo explore associations among neuroimaging features, CSF biomarkers, and cognitive performance in AD.MethodsSixty patients with clinically diagnosed AD showing Aβ pathology in CSF underwent neuroimaging assessment of gray matter volume using T1-weighted MRI, cerebral blood flow (CBF) using single-photon emission computed tomography, and white matter hyperintensities (WMHs) using T2-weighted or fluid-attenuated inversion recovery images. Partial least square (PLS) regression identified imaging findings related to CSF biomarkers and Mini-Mental State Examination (MMSE) scores. Structural equation modeling (SEM) explored associations between factors with variable importance in projection (VIP) scores above 1.5 in PLS regression.ResultsLateral temporal and occipital gray matter volumes positively correlated with MMSE scores (VIP = 1.95, 1.53), whereas WMHs in parietal and frontal periventricular regions were negatively associated with CSF Aβ<sub>42</sub> (VIP = 1.54, 1.58). Lateral temporal CBF was also associated with MMSE scores (VIP = 2.22). SEM analysis showed that reduced CSF Aβ<sub>42</sub> was linked to increased WMHs (p = 0.028), which correlated with each region (p < 0.005) and explained the reduced MMSE score (p = 0.013). Lateral temporal CBF correlated with temporo-occipital gray matter volume (p < 0.001) and influenced the MMSE score (p < 0.001).ConclusionsThis study suggests that amyloid pathology via WMHs and neurodegeneration of the lateral temporal lobe independently contribute to cognitive impairment in patients with AD.

Journal of Alzheimer s DiseaseVol. 108(1)
Chiba University (JP), National Hospital Organization (JP), Japanese Red Cross Narita Hospital (JP)
Openalex Percentile: Top 70%
Dementia and Cognitive Impairment Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.