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妄想严重程度与液体衰减反转恢复序列磁共振成像(FLAIR MRI)中的异常纹理有关。

Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI.

作者信息

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

机构信息

Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, Toronto, ON M5V 1T8, Canada.

Institute for Biomedical Engineering, Science & Tech (iBEST), a Partnership between St. Michael's Hospital and Ryerson University, Toronto, ON M5V 1T8, Canada.

出版信息

Brain Sci. 2022 May 5;12(5):600. doi: 10.3390/brainsci12050600.

Abstract

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.

摘要

背景

本研究探讨了认知受损成年人的妄想严重程度与来自液体衰减反转恢复序列(FLAIR)磁共振成像(MRI)中正常脑白质(NABM)的自动计算体积和纹理生物标志物之间的关系。方法:基于阿尔茨海默病神经影像学倡议(ADNI)的神经精神问卷(NPI-Q)(1-轻度,2-中度,3-重度),对患有不同严重程度妄想的轻度认知障碍(MCI,n = 24)和阿尔茨海默病(AD,n = 18)患者进行了此项任务分析。通过强度标准化和阈值化,在FLAIR MRI体积中自动分割出包含灰质(GM)和白质(WM)的NABM区域。从该区域计算出三种成像生物标志物,包括NABM体积和两个名为“完整性”和“损伤”的纹理标记。这些成像生物标志物共同量化了脑体积、微观结构完整性和组织损伤的结构变化。使用多变量回归研究成像生物标志物与妄想严重程度(1、2和3)之间的关系。将性别、年龄、教育程度、APOE4和基线脑脊液(CSF)tau作为协变量纳入。结果:从总共42名参与者中提取了生物标志物,纵向时间点代表164个成像体积。在妄想水平3和水平1之间,发现所有三种NABM生物标志物均存在显著关联。“完整性”也足够敏感,能够显示妄想水平1和妄想水平2之间的差异。对于所有成像生物标志物,严重妄想(水平3)与CSF tau之间存在显著的特定交互作用(p < 0.01)。APOE4纯合子也与生物标志物显著相关。结论:使用FLAIR MRI测量,患有更严重妄想的认知受损老年人在WM和GM合并区域(NABM)的全脑疾病负担更大。相对于轻度妄想患者,妄想症状较高的受试者NABM中的组织退化更为明显,且与CSF tau存在显著关联。未来需要开展研究以确立妄想严重程度增加的潜在tau相关机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e5c6/9139341/094cfde8f5bc/brainsci-12-00600-g001.jpg

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