Literature DB >> 33274823

Along-tract statistics of neurite orientation dispersion and density imaging diffusion metrics to enhance MR tractography quantitative analysis in healthy controls and in patients with brain tumors.

Valentina Pieri1,2, Francesco Sanvito1,2, Marco Riva3,4, Alessandro Petrini5, Paola M V Rancoita6, Sara Cirillo1,2, Antonella Iadanza1,2, Lorenzo Bello4,7, Antonella Castellano1,2, Andrea Falini1,2.   

Abstract

Along-tract statistics analysis enables the extraction of quantitative diffusion metrics along specific white matter fiber tracts. Besides quantitative metrics derived from classical diffusion tensor imaging (DTI), such as fractional anisotropy and diffusivities, new parameters reflecting the relative contribution of different diffusion compartments in the tissue can be estimated through advanced diffusion MRI methods as neurite orientation dispersion and density imaging (NODDI), leading to a more specific microstructural characterization. In this study, we extracted both DTI- and NODDI-derived quantitative microstructural diffusion metrics along the most eloquent fiber tracts in 15 healthy subjects and in 22 patients with brain tumors. We obtained a robust intraprotocol reference database of normative along-tract microstructural metrics, and their corresponding plots, from healthy fiber tracts. Each diffusion metric of individual patient's fiber tract was then plotted and statistically compared to the normative profile of the corresponding metric from the healthy fiber tracts. NODDI-derived metrics appeared to account for the pathological microstructural changes of the peritumoral tissue more accurately than DTI-derived ones. This approach may be useful for future studies that may compare healthy subjects to patients diagnosed with other pathological conditions.
© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

Entities:  

Keywords:  HARDI MR tractography; along-tract profile; brain tumors; diffusion tensor imaging; neurite orientation dispersion and density imaging

Mesh:

Year:  2020        PMID: 33274823      PMCID: PMC7927309          DOI: 10.1002/hbm.25291

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


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4.  Along-tract statistics of neurite orientation dispersion and density imaging diffusion metrics to enhance MR tractography quantitative analysis in healthy controls and in patients with brain tumors.

Authors:  Valentina Pieri; Francesco Sanvito; Marco Riva; Alessandro Petrini; Paola M V Rancoita; Sara Cirillo; Antonella Iadanza; Lorenzo Bello; Antonella Castellano; Andrea Falini
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