Fractal dimension shows reduced cortical complexity in Dementia with Lewy Bodies

Abstract Background Fractal dimension (FD) is a measure of cortical complexity which is altered in ageing and other neurodegenerative disorders. It can serve as a useful structural marker to detect neurodegenerative changes in Dementia with Lewy bodies (DLB). We assessed the regional and whole brain fractal dimension indices in DLB in comparison to healthy controls and Alzheimer's disease (AD). Method We included T1 weighted MRI scans of 87 DLB, 88 AD and 100 age‐ and gender‐matched healthy controls from the National Alzheimer's Coordinating Center (NACC), Neuroimaging of Inflammation in Memory and Related Other Disorders (NIMROD), Multimodal Imaging in Lewy Body Disorders (MILOS) and AMyloid imaging for Phenotyping LEwy body dementia (AMPLE) datasets. We segmented the cortical gray matter and white matter using Freesurfer version 7.3.4 and computed FD from the freesurfer outputs using the fractalbrain toolkit. Statistical analysis was performed using the R statistical package to explore group‐wise differences using MANOVA and Kruskal‐Wallis tests. The significance level was set at false‐discovery rate (FDR) corrected p < 0.05. Result Cortical gray matter FD was significantly reduced globally as well as in bilateral frontal, temporal, parietal and occipital lobes in DLB compared to healthy controls. Moreover, FD was significantly lower in the cerebral white matter. Cortical gray matter FD was also reduced in AD compared to DLB globally and in bilateral parietal and left temporal lobes regionally. Cortical gray matter FD correlated with Addenbrooke's Cognitive Examination – Revised (ACE‐R) total scores and mean cortical thickness. Conclusion Cortical complexity is reduced in the gray and white matter in DLB and can also be used to differentiate DLB from AD patients. Correlation with cognition and other structural markers may help in understanding disease‐specific structural changes.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70856_105988
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
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article

Fractal dimension shows reduced cortical complexity in Dementia with Lewy Bodies

Marcella Montagnese, Timothy Rittman, Kiran Aftab
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Fractal dimension shows reduced cortical complexity in Dementia with Lewy Bodies

Marcella Montagnese, Timothy Rittman, Kiran Aftab
article en

Abstract

Abstract Background Fractal dimension (FD) is a measure of cortical complexity which is altered in ageing and other neurodegenerative disorders. It can serve as a useful structural marker to detect neurodegenerative changes in Dementia with Lewy bodies (DLB). We assessed the regional and whole brain fractal dimension indices in DLB in comparison to healthy controls and Alzheimer's disease (AD). Method We included T1 weighted MRI scans of 87 DLB, 88 AD and 100 age‐ and gender‐matched healthy controls from the National Alzheimer's Coordinating Center (NACC), Neuroimaging of Inflammation in Memory and Related Other Disorders (NIMROD), Multimodal Imaging in Lewy Body Disorders (MILOS) and AMyloid imaging for Phenotyping LEwy body dementia (AMPLE) datasets. We segmented the cortical gray matter and white matter using Freesurfer version 7.3.4 and computed FD from the freesurfer outputs using the fractalbrain toolkit. Statistical analysis was performed using the R statistical package to explore group‐wise differences using MANOVA and Kruskal‐Wallis tests. The significance level was set at false‐discovery rate (FDR) corrected p < 0.05. Result Cortical gray matter FD was significantly reduced globally as well as in bilateral frontal, temporal, parietal and occipital lobes in DLB compared to healthy controls. Moreover, FD was significantly lower in the cerebral white matter. Cortical gray matter FD was also reduced in AD compared to DLB globally and in bilateral parietal and left temporal lobes regionally. Cortical gray matter FD correlated with Addenbrooke's Cognitive Examination – Revised (ACE‐R) total scores and mean cortical thickness. Conclusion Cortical complexity is reduced in the gray and white matter in DLB and can also be used to differentiate DLB from AD patients. Correlation with cognition and other structural markers may help in understanding disease‐specific structural changes.

Alzheimer s & DementiaVol. 21(S2)
University of Cambridge (GB), Cambridge University Hospitals NHS Foundation Trust (GB)
Gender equality
Openalex Percentile: Top 29%
Dementia and Cognitive Impairment Research
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