Diffusion MRI tractography of the locus coeruleus-transentorhinal cortex connections using GO-ESP

被引:7
作者
Solders, Seraphina K. [1 ,2 ]
Galinsky, Vitaly L. [2 ]
Clark, Alexandra L. [3 ]
Sorg, Scott F. [4 ,5 ]
Weigand, Alexandra J. [6 ]
Bondi, Mark W. [4 ,5 ]
Frank, Lawrence R. [2 ,7 ]
机构
[1] Univ Calif San Diego, Neurosci Grad Program, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Sci Computat Imaging, La Jolla, CA 92093 USA
[3] Univ Texas Austin, Dept Psychol, Austin, TX 78712 USA
[4] Univ Calif San Diego, Sch Med, Dept Psychiat, 9500 Gillman Dr, La Jolla, CA 92093 USA
[5] VA San Diego Healthcare Syst, Res & Psychol Serv, San Diego, CA USA
[6] San Diego State Univ Univ Calif San Diego Joint D, San Diego, CA USA
[7] Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
aging; Alzheimer disease; diffusion MRI; locus coeruleus; tractography; PATHOLOGICAL PROCESS; OFF-RESONANCE; ALZHEIMER; NUCLEUS; PROJECTIONS; CERULEUS; NEURONS;
D O I
10.1002/mrm.29088
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose The locus coeruleus (LC) is implicated as an early site of protein pathogenesis in Alzheimer's disease (AD). Tau pathology is hypothesized to propagate in a prion-like manner along the LC-transentorhinal cortex (TEC) white matter (WM) pathway, leading to atrophy of the entorhinal cortex and adjacent cortical regions in a progressive and stereotypical manner. However, WM damage along the LC-TEC pathway may be an earlier observable change that can improve detection of preclinical AD. Theory and Methods Diffusion-weighted MRI (dMRI) allows reconstruction of WM pathways in vivo, offering promising potential to examine this pathway and enhance our understanding of neural mechanisms underlying the preclinical phase of AD. However, standard dMRI analysis tools have generally been unable to reliably reconstruct this pathway. We apply a novel method, geometric-optics based entropy spectrum pathways (GO-ESP) and produce a new measure of connectivity: the equilibrium probability (EP). Results We demonstrated reliable reconstruction of LC-TEC pathways in 50 cognitively normal older adults and showed a negative association between LC-TEC EP and cerebrospinal fluid tau. Using Human Connectome Project data, we demonstrated replicability of the method across acquisition schemes and scanners. Finally, we compared our findings with the only other existing LC-TEC tractography template, and replicated their pathway as well as investigated the source of these discrepant findings. Conclusions AD-related tau pathology may be detectable within GO-ESP-identified LC-TEC pathways. Furthermore, there may be multiple possible routes from LC to TEC, raising important questions for future research on the LC-TEC connectome and its role in AD pathogenesis.
引用
收藏
页码:1816 / 1831
页数:16
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