Static and dynamic alterations in the amplitude of low-frequency fluctuation in patients with amyotrophic lateral sclerosis

PeerJ

article

Xujing Ma¹  Fengmei Lu²  Heng Chen⁴  Caihong Hu¹  Jiao Wang¹  Sheng Zhang¹  Shuqin Zhang¹  Guiran Yang¹  Jiuquan Zhang⁵ 

[1] Department of Medical Technology, Cangzhou Medical College;The Clinical Hospital of Chengdu Brain Science Institute;MOE Key Lab for Neuroinformation, School of life Science and Technology, University of Electronic Science and Technology of China;School of Medicine, Guizhou University;Department of Radiology, Chongqing University Cancer Hospital;Key Laboratory for Biorheological Science and Technology of Ministry of Education, Chongqing University;Chongqing Cancer Institute;Chongqing Cancer Hospital

关键词: Amyotrophic lateral sclerosis;    Amplitude of low-frequency fluctuations;    Dynamic;    Resting state;    Static;   

DOI  :  10.7717/peerj.10052

学科分类：社会科学、人文和艺术（综合）

来源: Inra

【 摘 要 】

BackgroundStatic changes in local brain activity in patients suffering from amyotrophic lateral sclerosis (ALS) have been studied. However, the dynamic characteristics of local brain activity are poorly understood. Whether dynamic alterations could differentiate patients with ALS from healthy controls (HCs) remains unclear.MethodsA total of 54 patients with ALS (mean age = 48.71 years, male/female = 36/18) and 54 (mean age = 48.30 years, male/female = 36/18) HCs underwent magnetic resonance imaging scans. To depict static alterations in cortical activity, amplitude of low-frequency fluctuations (ALFF) which measures the total power of regional activity was computed. Dynamic ALFF (d-ALFF) from all subjects was calculated using a sliding-window approach. Statistical differences in ALFF and d-ALFF between both groups were used as features to explore whether they could differentiate ALS from HC through support vector machine method.ResultsIn contrast with HCs, patients with ALS displayed increased ALFF in the right inferior temporal gyrus and bilateral frontal gyrus and decreased ALFF in the left middle occipital gyrus and left precentral gyrus. Furthermore, patients with ALS demonstrated lower d-ALFF in widespread regions, including the right lingual gyrus, left superior temporal gyrus, bilateral precentral gyrus, and left paracentral lobule by comparison with HCs. In addition, the ALFF in the left superior orbitofrontal gyrus had a tendency of correlation with ALSFRS-R score and disease progression rate. The classification performance in distinguishing ALS was higher with both features of ALFF and d-ALFF than that with a single approach.ConclusionsDecreased dynamic brain activity in the precentral gyrus, paracentral gyrus, lingual gyrus, and temporal regions was found in the ALS group. The combined ALFF and d-ALFF could distinguish ALS from HCs with a higher accuracy than ALFF and d-ALFF alone. These findings may provide important evidence for understanding the neuropathology underlying ALS.

【 授权许可】

CC BY