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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2019
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.
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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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