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Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI
Background: This study examines the relationship between delusional severity in cognitively impaired adults with automatically computed volume and texture biomarkers from the Normal Appearing Brain Matter (NABM) in FLAIR MRI. Methods: Patients with mild cognitive impairment (MCI, n = 24) and Alzheim...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139341/ https://www.ncbi.nlm.nih.gov/pubmed/35624987 http://dx.doi.org/10.3390/brainsci12050600 |
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author | Khoury, Marc A. Bahsoun, Mohamad-Ali Fadhel, Ayad Shunbuli, Shukrullah Venkatesh, Saanika Ghazvanchahi, Abdollah Mitha, Samir Chan, Karissa Fornazzari, Luis R. Churchill, Nathan W. Ismail, Zahinoor Munoz, David G. Schweizer, Tom A. Moody, Alan R. Fischer, Corinne E. Khademi, April |
author_facet | Khoury, Marc A. Bahsoun, Mohamad-Ali Fadhel, Ayad Shunbuli, Shukrullah Venkatesh, Saanika Ghazvanchahi, Abdollah Mitha, Samir Chan, Karissa Fornazzari, Luis R. Churchill, Nathan W. Ismail, Zahinoor Munoz, David G. Schweizer, Tom A. Moody, Alan R. Fischer, Corinne E. Khademi, April |
author_sort | Khoury, Marc A. |
collection | PubMed |
description | Background: This study examines the relationship between delusional severity in cognitively impaired adults with automatically computed volume and texture biomarkers from the Normal Appearing Brain Matter (NABM) in FLAIR MRI. Methods: Patients with mild cognitive impairment (MCI, n = 24) and Alzheimer’s Disease (AD, n = 18) with delusions of varying severities based on Neuropsychiatric Inventory-Questionnaire (NPI-Q) (1—mild, 2—moderate, 3—severe) from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) were analyzed for this task. The NABM region, which is gray matter (GM) and white matter (WM) combined, was automatically segmented in FLAIR MRI volumes with intensity standardization and thresholding. Three imaging biomarkers were computed from this region, including NABM volume and two texture markers called “Integrity” and “Damage”. Together, these imaging biomarkers quantify structural changes in brain volume, microstructural integrity and tissue damage. Multivariable regression was used to investigate relationships between imaging biomarkers and delusional severities (1, 2 and 3). Sex, age, education, APOE4 and baseline cerebrospinal fluid (CSF) tau were included as co-variates. Results: Biomarkers were extracted from a total of 42 participants with longitudinal time points representing 164 imaging volumes. Significant associations were found for all three NABM biomarkers between delusion level 3 and level 1. Integrity was also sensitive enough to show differences between delusion level 1 and delusion level 2. A significant specified interaction was noted with severe delusions (level 3) and CSF tau for all imaging biomarkers (p < 0.01). APOE4 homozygotes were also significantly related to the biomarkers. Conclusion: Cognitively impaired older adults with more severe delusions have greater global brain disease burden in the WM and GM combined (NABM) as measured using FLAIR MRI. Relative to patients with mild delusions, tissue degeneration in the NABM was more pronounced in subjects with higher delusional symptoms, with a significant association with CSF tau. Future studies are required to establish potential tau-associated mechanisms of increased delusional severity. |
format | Online Article Text |
id | pubmed-9139341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91393412022-05-28 Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI Khoury, Marc A. Bahsoun, Mohamad-Ali Fadhel, Ayad Shunbuli, Shukrullah Venkatesh, Saanika Ghazvanchahi, Abdollah Mitha, Samir Chan, Karissa Fornazzari, Luis R. Churchill, Nathan W. Ismail, Zahinoor Munoz, David G. Schweizer, Tom A. Moody, Alan R. Fischer, Corinne E. Khademi, April Brain Sci Article Background: This study examines the relationship between delusional severity in cognitively impaired adults with automatically computed volume and texture biomarkers from the Normal Appearing Brain Matter (NABM) in FLAIR MRI. Methods: Patients with mild cognitive impairment (MCI, n = 24) and Alzheimer’s Disease (AD, n = 18) with delusions of varying severities based on Neuropsychiatric Inventory-Questionnaire (NPI-Q) (1—mild, 2—moderate, 3—severe) from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) were analyzed for this task. The NABM region, which is gray matter (GM) and white matter (WM) combined, was automatically segmented in FLAIR MRI volumes with intensity standardization and thresholding. Three imaging biomarkers were computed from this region, including NABM volume and two texture markers called “Integrity” and “Damage”. Together, these imaging biomarkers quantify structural changes in brain volume, microstructural integrity and tissue damage. Multivariable regression was used to investigate relationships between imaging biomarkers and delusional severities (1, 2 and 3). Sex, age, education, APOE4 and baseline cerebrospinal fluid (CSF) tau were included as co-variates. Results: Biomarkers were extracted from a total of 42 participants with longitudinal time points representing 164 imaging volumes. Significant associations were found for all three NABM biomarkers between delusion level 3 and level 1. Integrity was also sensitive enough to show differences between delusion level 1 and delusion level 2. A significant specified interaction was noted with severe delusions (level 3) and CSF tau for all imaging biomarkers (p < 0.01). APOE4 homozygotes were also significantly related to the biomarkers. Conclusion: Cognitively impaired older adults with more severe delusions have greater global brain disease burden in the WM and GM combined (NABM) as measured using FLAIR MRI. Relative to patients with mild delusions, tissue degeneration in the NABM was more pronounced in subjects with higher delusional symptoms, with a significant association with CSF tau. Future studies are required to establish potential tau-associated mechanisms of increased delusional severity. MDPI 2022-05-05 /pmc/articles/PMC9139341/ /pubmed/35624987 http://dx.doi.org/10.3390/brainsci12050600 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Khoury, Marc A. Bahsoun, Mohamad-Ali Fadhel, Ayad Shunbuli, Shukrullah Venkatesh, Saanika Ghazvanchahi, Abdollah Mitha, Samir Chan, Karissa Fornazzari, Luis R. Churchill, Nathan W. Ismail, Zahinoor Munoz, David G. Schweizer, Tom A. Moody, Alan R. Fischer, Corinne E. Khademi, April Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title | Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title_full | Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title_fullStr | Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title_full_unstemmed | Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title_short | Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI |
title_sort | delusional severity is associated with abnormal texture in flair mri |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139341/ https://www.ncbi.nlm.nih.gov/pubmed/35624987 http://dx.doi.org/10.3390/brainsci12050600 |
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