Low-frequency fluctuation amplitude analysis of resting-state fMRI in sickle cell disease

被引:0
|
作者
Coloigner, Julie [1 ,2 ]
Kim, Yeun [1 ,2 ]
Bush, Adam [4 ]
Borzage, Matt [2 ,3 ,4 ]
Rajagopalan, Vidya [1 ,2 ,5 ]
Lepore, Natasha [1 ,2 ]
Wood, John [4 ]
机构
[1] Childrens Hosp Los Angeles, CIBORG Lab, Los Angeles, CA 90027 USA
[2] Childrens Hosp Los Angeles, Dept Radiol, Los Angeles, CA 90027 USA
[3] Childrens Hosp Los Angeles, Dept Neonatol, Los Angeles, CA 90027 USA
[4] Childrens Hosp Los Angeles, Dept Cardiol, Los Angeles, CA 90027 USA
[5] Rudi Schulte Res Inst, Santa Barbara, CA USA
来源
11TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS | 2015年 / 9681卷
关键词
Functional magnetic resonance imaging; Resting state; Connectivity; Sickle cell disease; Amplitude of low-frequency fluctuations; FEAR EXTINCTION; MECHANISMS;
D O I
10.1117/12.2211383
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Sickle cell disease may result in neurological damage and strokes, leading to morbidity and mortality. Currently, there are no dependable biomarkers to predict impending strokes. In this study, we analyzed neuronal processes at resting state and more particularly how this disease affects the default mode network. The amplitude of low frequency fluctuations was used to reflect areas of spontaneous BOLD signal across brain regions. We compared the activations of sickle cell disease patients to a control group using variance analysis and t-test. Significant regional differences among the two groups were observed, especially in the default mode network areas and cortical regions near large cerebral arteries. These findings suggest that sickle cell disease causes activation modifications near vessels, and these changes could be used as a biomarker of the disease.
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页数:6
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