Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease

Cerebral small vessel disease is a neurological disease frequently found in the elderly and detected on neuroimaging, often as an incidental finding. White matter hyperintensity is one of the most commonly reported neuroimaging markers of CSVD and is linked with an increased risk of future stroke an...

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Main Authors: Aminuddin, Niferiti, Achuthan, Anusha, Ruhaiyem, Nur Intan Raihana, Che Mohd Nassir, Che Mohd Nasril, Idris, Nur Suhaila, Mustapha, Muzaimi
Format: Article
Language:English
English
Published: Nature Research 2022
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Online Access:http://irep.iium.edu.my/100945/1/100945_Reduced%20cerebral%20vascular%20fractal%20dimension.pdf
http://irep.iium.edu.my/100945/2/100945_Reduced%20cerebral%20vascular%20fractal%20dimension_SCOPUS.pdf
http://irep.iium.edu.my/100945/
https://www.nature.com/articles/s41598-022-15710-9
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spelling my.iium.irep.1009452022-12-07T09:06:23Z http://irep.iium.edu.my/100945/ Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease Aminuddin, Niferiti Achuthan, Anusha Ruhaiyem, Nur Intan Raihana Che Mohd Nassir, Che Mohd Nasril Idris, Nur Suhaila Mustapha, Muzaimi RZ Other systems of medicine Cerebral small vessel disease is a neurological disease frequently found in the elderly and detected on neuroimaging, often as an incidental finding. White matter hyperintensity is one of the most commonly reported neuroimaging markers of CSVD and is linked with an increased risk of future stroke and vascular dementia. Recent attention has focused on the search of CSVD biomarkers. The objective of this study is to explore the potential of fractal dimension as a vascular neuroimaging marker in asymptomatic CSVD with low WMH burden. Df is an index that measures the complexity of a self-similar and irregular structure such as circle of Willis and its tributaries. This exploratory cross-sectional study involved 22 neurologically asymptomatic adult subjects (42 ± 12 years old; 68% female) with low to moderate 10-year cardiovascular disease risk prediction score (QRISK2 score) who underwent magnetic resonance imaging/angiography (MRI/MRA) brain scan. Based on the MRI findings, subjects were divided into two groups: subjects with low WMH burden and no WMH burden, (WMH+; n = 8) and (WMH−; n = 14) respectively. Maximum intensity projection image was constructed from the 3D time-of-flight (TOF) MRA. The complexity of the CoW and its tributaries observed in the MIP image was characterised using Df. The Df of the CoW and its tributaries, i.e., Df (w) was significantly lower in the WMH+ group (1.5172 ± 0.0248) as compared to WMH− (1.5653 ± 0.0304, p = 0.001). There was a significant inverse relationship between the QRISK2 risk score and Df (w), (rs = −.656, p = 0.001). Df (w) is a promising, non-invasive vascular neuroimaging marker for asymptomatic CSVD with WMH. Further study with multi-centre and long-term follow-up is warranted to explore its potential as a biomarker in CSVD and correlation with clinical sequalae of CSVD. Nature Research 2022-07-11 Article PeerReviewed application/pdf en http://irep.iium.edu.my/100945/1/100945_Reduced%20cerebral%20vascular%20fractal%20dimension.pdf application/pdf en http://irep.iium.edu.my/100945/2/100945_Reduced%20cerebral%20vascular%20fractal%20dimension_SCOPUS.pdf Aminuddin, Niferiti and Achuthan, Anusha and Ruhaiyem, Nur Intan Raihana and Che Mohd Nassir, Che Mohd Nasril and Idris, Nur Suhaila and Mustapha, Muzaimi (2022) Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease. Scientific Reports, 12 (1). pp. 1-11. ISSN 2045-2322 https://www.nature.com/articles/s41598-022-15710-9 10.1038/s41598-022-15710-9
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic RZ Other systems of medicine
spellingShingle RZ Other systems of medicine
Aminuddin, Niferiti
Achuthan, Anusha
Ruhaiyem, Nur Intan Raihana
Che Mohd Nassir, Che Mohd Nasril
Idris, Nur Suhaila
Mustapha, Muzaimi
Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
description Cerebral small vessel disease is a neurological disease frequently found in the elderly and detected on neuroimaging, often as an incidental finding. White matter hyperintensity is one of the most commonly reported neuroimaging markers of CSVD and is linked with an increased risk of future stroke and vascular dementia. Recent attention has focused on the search of CSVD biomarkers. The objective of this study is to explore the potential of fractal dimension as a vascular neuroimaging marker in asymptomatic CSVD with low WMH burden. Df is an index that measures the complexity of a self-similar and irregular structure such as circle of Willis and its tributaries. This exploratory cross-sectional study involved 22 neurologically asymptomatic adult subjects (42 ± 12 years old; 68% female) with low to moderate 10-year cardiovascular disease risk prediction score (QRISK2 score) who underwent magnetic resonance imaging/angiography (MRI/MRA) brain scan. Based on the MRI findings, subjects were divided into two groups: subjects with low WMH burden and no WMH burden, (WMH+; n = 8) and (WMH−; n = 14) respectively. Maximum intensity projection image was constructed from the 3D time-of-flight (TOF) MRA. The complexity of the CoW and its tributaries observed in the MIP image was characterised using Df. The Df of the CoW and its tributaries, i.e., Df (w) was significantly lower in the WMH+ group (1.5172 ± 0.0248) as compared to WMH− (1.5653 ± 0.0304, p = 0.001). There was a significant inverse relationship between the QRISK2 risk score and Df (w), (rs = −.656, p = 0.001). Df (w) is a promising, non-invasive vascular neuroimaging marker for asymptomatic CSVD with WMH. Further study with multi-centre and long-term follow-up is warranted to explore its potential as a biomarker in CSVD and correlation with clinical sequalae of CSVD.
format Article
author Aminuddin, Niferiti
Achuthan, Anusha
Ruhaiyem, Nur Intan Raihana
Che Mohd Nassir, Che Mohd Nasril
Idris, Nur Suhaila
Mustapha, Muzaimi
author_facet Aminuddin, Niferiti
Achuthan, Anusha
Ruhaiyem, Nur Intan Raihana
Che Mohd Nassir, Che Mohd Nasril
Idris, Nur Suhaila
Mustapha, Muzaimi
author_sort Aminuddin, Niferiti
title Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
title_short Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
title_full Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
title_fullStr Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
title_full_unstemmed Reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
title_sort reduced cerebral vascular fractal dimension among asymptomatic individuals as a potential biomarker for cerebral small vessel disease
publisher Nature Research
publishDate 2022
url http://irep.iium.edu.my/100945/1/100945_Reduced%20cerebral%20vascular%20fractal%20dimension.pdf
http://irep.iium.edu.my/100945/2/100945_Reduced%20cerebral%20vascular%20fractal%20dimension_SCOPUS.pdf
http://irep.iium.edu.my/100945/
https://www.nature.com/articles/s41598-022-15710-9
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