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Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol
BACKGROUND: In preparation for longitudinal analyses of white matter development in youths with family histories of substance use disorders (FH+) or without such histories (FH−), we examined the reproducibility and reliability of global and regional measures of fractional anisotropy (FA) values, mea...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5318368/ https://www.ncbi.nlm.nih.gov/pubmed/28239525 http://dx.doi.org/10.1002/brb3.615 |
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author | Acheson, Ashley Wijtenburg, S. Andrea Rowland, Laura M. Winkler, Anderson Mathias, Charles W. Hong, L. Elliot Jahanshad, Neda Patel, Binish Thompson, Paul M. McGuire, Stephen A. Sherman, Paul M. Kochunov, Peter Dougherty, Donald M. |
author_facet | Acheson, Ashley Wijtenburg, S. Andrea Rowland, Laura M. Winkler, Anderson Mathias, Charles W. Hong, L. Elliot Jahanshad, Neda Patel, Binish Thompson, Paul M. McGuire, Stephen A. Sherman, Paul M. Kochunov, Peter Dougherty, Donald M. |
author_sort | Acheson, Ashley |
collection | PubMed |
description | BACKGROUND: In preparation for longitudinal analyses of white matter development in youths with family histories of substance use disorders (FH+) or without such histories (FH−), we examined the reproducibility and reliability of global and regional measures of fractional anisotropy (FA) values, measured using the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA)‐diffusion tensor imaging (DTI) protocol. Highly reliable measures are necessary to detect any subtle differences in brain development. METHODS: First, we analyzed reproducibility data in a sample of 12 healthy young adults (ages 20–28) imaged three times within a week. Next, we calculated the same metrics in data collected 1‐year apart in the sample of 68 FH+ and 21 FH− adolescents. This is a timeframe where within subject changes in white matter microstructure are small compared to between subject variance. Reproducibility was estimated by examining mean coefficients of variation (MCV), mean absolute differences (MAD), and intraclass correlations (ICC) for global and tract‐specific FA values. RESULTS: We found excellent reproducibility for whole‐brain DTI‐FA values and most of the white matter tracts, except for the corticospinal tract and the fornix in both adults and youths. There was no significant effect of FH‐group on reproducibility (p = .4). Reproducibility metrics were not significantly different between adolescents and adults (all p > .2). In post hoc analyses, the reproducibility metrics for regional FA values showed a strong positive correlation (r = .6) with the regional FA heritability measures previously reported by ENIGMA‐DTI. CONCLUSION: Overall, this study demonstrated an excellent reproducibility of ENIGMA‐DTI FA, positing it as viable analysis tools for longitudinal studies and other protocols that repeatedly assess white matter microstructure. |
format | Online Article Text |
id | pubmed-5318368 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-53183682017-02-24 Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol Acheson, Ashley Wijtenburg, S. Andrea Rowland, Laura M. Winkler, Anderson Mathias, Charles W. Hong, L. Elliot Jahanshad, Neda Patel, Binish Thompson, Paul M. McGuire, Stephen A. Sherman, Paul M. Kochunov, Peter Dougherty, Donald M. Brain Behav Original Research BACKGROUND: In preparation for longitudinal analyses of white matter development in youths with family histories of substance use disorders (FH+) or without such histories (FH−), we examined the reproducibility and reliability of global and regional measures of fractional anisotropy (FA) values, measured using the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA)‐diffusion tensor imaging (DTI) protocol. Highly reliable measures are necessary to detect any subtle differences in brain development. METHODS: First, we analyzed reproducibility data in a sample of 12 healthy young adults (ages 20–28) imaged three times within a week. Next, we calculated the same metrics in data collected 1‐year apart in the sample of 68 FH+ and 21 FH− adolescents. This is a timeframe where within subject changes in white matter microstructure are small compared to between subject variance. Reproducibility was estimated by examining mean coefficients of variation (MCV), mean absolute differences (MAD), and intraclass correlations (ICC) for global and tract‐specific FA values. RESULTS: We found excellent reproducibility for whole‐brain DTI‐FA values and most of the white matter tracts, except for the corticospinal tract and the fornix in both adults and youths. There was no significant effect of FH‐group on reproducibility (p = .4). Reproducibility metrics were not significantly different between adolescents and adults (all p > .2). In post hoc analyses, the reproducibility metrics for regional FA values showed a strong positive correlation (r = .6) with the regional FA heritability measures previously reported by ENIGMA‐DTI. CONCLUSION: Overall, this study demonstrated an excellent reproducibility of ENIGMA‐DTI FA, positing it as viable analysis tools for longitudinal studies and other protocols that repeatedly assess white matter microstructure. John Wiley and Sons Inc. 2017-01-14 /pmc/articles/PMC5318368/ /pubmed/28239525 http://dx.doi.org/10.1002/brb3.615 Text en © 2017 The Authors. Brain and Behavior published by Wiley Periodicals, Inc. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Acheson, Ashley Wijtenburg, S. Andrea Rowland, Laura M. Winkler, Anderson Mathias, Charles W. Hong, L. Elliot Jahanshad, Neda Patel, Binish Thompson, Paul M. McGuire, Stephen A. Sherman, Paul M. Kochunov, Peter Dougherty, Donald M. Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title | Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title_full | Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title_fullStr | Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title_full_unstemmed | Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title_short | Reproducibility of tract‐based white matter microstructural measures using the ENIGMA‐DTI protocol |
title_sort | reproducibility of tract‐based white matter microstructural measures using the enigma‐dti protocol |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5318368/ https://www.ncbi.nlm.nih.gov/pubmed/28239525 http://dx.doi.org/10.1002/brb3.615 |
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