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Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain
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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MIT Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6777980/ https://www.ncbi.nlm.nih.gov/pubmed/31637337 http://dx.doi.org/10.1162/netn_a_00098 |
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author | Delettre, Céline Messé, Arnaud Dell, Leigh-Anne Foubet, Ophélie Heuer, Katja Larrat, Benoit Meriaux, Sebastien Mangin, Jean-Francois Reillo, Isabel de Juan Romero, Camino Borrell, Victor Toro, Roberto Hilgetag, Claus C. |
author_facet | Delettre, Céline Messé, Arnaud Dell, Leigh-Anne Foubet, Ophélie Heuer, Katja Larrat, Benoit Meriaux, Sebastien Mangin, Jean-Francois Reillo, Isabel de Juan Romero, Camino Borrell, Victor Toro, Roberto Hilgetag, Claus C. |
author_sort | Delettre, Céline |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6777980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MIT Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-67779802019-10-21 Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain Delettre, Céline Messé, Arnaud Dell, Leigh-Anne Foubet, Ophélie Heuer, Katja Larrat, Benoit Meriaux, Sebastien Mangin, Jean-Francois Reillo, Isabel de Juan Romero, Camino Borrell, Victor Toro, Roberto Hilgetag, Claus C. Netw Neurosci Research Articles 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. MIT Press 2019-09-01 /pmc/articles/PMC6777980/ /pubmed/31637337 http://dx.doi.org/10.1162/netn_a_00098 Text en © 2019 Massachusetts Institute of Technology This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/legalcode. |
spellingShingle | Research Articles Delettre, Céline Messé, Arnaud Dell, Leigh-Anne Foubet, Ophélie Heuer, Katja Larrat, Benoit Meriaux, Sebastien Mangin, Jean-Francois Reillo, Isabel de Juan Romero, Camino Borrell, Victor Toro, Roberto Hilgetag, Claus C. Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title | Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title_full | Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title_fullStr | Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title_full_unstemmed | Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title_short | Comparison between diffusion MRI tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
title_sort | comparison between diffusion mri tractography and histological tract-tracing of cortico-cortical structural connectivity in the ferret brain |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6777980/ https://www.ncbi.nlm.nih.gov/pubmed/31637337 http://dx.doi.org/10.1162/netn_a_00098 |
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