4.4 Article

Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain

期刊

NETWORK NEUROSCIENCE
卷 3, 期 4, 页码 1038-1050

出版社

MIT PRESS
DOI: 10.1162/netn_a_00098

关键词

Validation; Diffusion MRI; Tractography; Tract-tracing; Structural connectivity; Ferret

资金

  1. Deutsche Forschungsgemeinschaft [SFB 936/A1/Z3, SPP 2041 / HI 1286/6-1]
  2. Human Brain Project [HBP-SGA2 (785907)/ SGA2]
  3. Agence Nationale de la Recherche [ANR-15-HBPR-0005]

向作者/读者索取更多资源

The anatomical wiring of the brain is a central focus in network neuroscience. Diffusion MRI tractography offers the unique opportunity to investigate the brain fiber architecture in vivo and noninvasively. However, its reliability is still highly debated. Here, we explored the ability of diffusion MRI tractography to match invasive anatomical tract-tracing connectivity data of the ferret brain. We also investigated the influence of several state-of-the-art tractography algorithms on this match to ground truth connectivity data. Tract-tracing connectivity data were obtained from retrograde tracer injections into the occipital, parietal, and temporal cortices of adult ferrets. We found that the relative densities of projections identified from the anatomical experiments were highly correlated with the estimates from all the studied diffusion tractography algorithms (Spearman's rho ranging from 0.67 to 0.91), while only small, nonsignificant variations appeared across the tractography algorithms. These results are comparable to findings reported in mouse and monkey, increasing the confidence in diffusion MRI tractography results. Moreover, our results provide insights into the variations of sensitivity and specificity of the tractography algorithms, and hence into the influence of choosing one algorithm over another.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据