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S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING

BACKGROUND: The association of white matter (WM) abnormalities with clinical variables in schizophrenia (SCZ) is poorly understood. We investigated the clinical correlates of WM impairments using imaging data of 597 patients with SCZ and 490 healthy controls (HC). We focused on lifelong changes of W...

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Autores principales: Seitz, Johanna, Cetin Karayumak, Suheyla, Wojcik, Joanne, Lyall, Amanda, Levitt, James, Pasternak, Ofer, Baxi, Madhura, Kelly, Sinead, Sweeney, John, Viher, Petra, Stegmayer, Katharina, Walther, Sebastian, Lee, Jungsun, Crow, Timothy J, James, Anthony, Voineskos, Aristotle, Buchanan, Robert, Szeszko, Philip, Malhotra, Anil, Shenton, Martha, Rathi, Yogesh, Keshavan, Matcheri, Kubicki, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234594/
http://dx.doi.org/10.1093/schbul/sbaa031.223
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author Seitz, Johanna
Cetin Karayumak, Suheyla
Wojcik, Joanne
Lyall, Amanda
Levitt, James
Pasternak, Ofer
Baxi, Madhura
Kelly, Sinead
Sweeney, John
Viher, Petra
Stegmayer, Katharina
Walther, Sebastian
Lee, Jungsun
Crow, Timothy J
James, Anthony
Voineskos, Aristotle
Buchanan, Robert
Szeszko, Philip
Malhotra, Anil
Shenton, Martha
Rathi, Yogesh
Keshavan, Matcheri
Kubicki, Marek
author_facet Seitz, Johanna
Cetin Karayumak, Suheyla
Wojcik, Joanne
Lyall, Amanda
Levitt, James
Pasternak, Ofer
Baxi, Madhura
Kelly, Sinead
Sweeney, John
Viher, Petra
Stegmayer, Katharina
Walther, Sebastian
Lee, Jungsun
Crow, Timothy J
James, Anthony
Voineskos, Aristotle
Buchanan, Robert
Szeszko, Philip
Malhotra, Anil
Shenton, Martha
Rathi, Yogesh
Keshavan, Matcheri
Kubicki, Marek
author_sort Seitz, Johanna
collection PubMed
description BACKGROUND: The association of white matter (WM) abnormalities with clinical variables in schizophrenia (SCZ) is poorly understood. We investigated the clinical correlates of WM impairments using imaging data of 597 patients with SCZ and 490 healthy controls (HC). We focused on lifelong changes of WM (measured by Fractional Anisotropy [FA]) in SCZ and compared it to that of HC. We investigated how age, duration of illness, and medication influence WM trajectories, and examined how structural impairments are related to symptoms and cognition. Last, we tested for the role of sex in structure-function interactions. METHODS: Diffusion-weighted images and clinical measurements were collected as part of 13 independent studies, and data was harmonized across all sites. We registered images to the IIT Human Brain Atlas and averaged FA for forceps major, forceps minor, cingulum, inferior fronto-occipital fasciculus, inferior longitudinal fasciculus, superior longitudinal fasciculus (SLF) and uncinate fasciculus. First, we modeled the FA age trajectory of each tract in HC and used it to regress out the effect of age in patients. The residuals in the FA values were utilized for further analyses. We conducted mediator regression analyses with FA as the dependent variable, sex as a covariate, and age and duration of illness as the independent variables. Next, patients were grouped based on Chlorpromazine equivalent dosage (CPZ) and CPZ group was added to the regression model. To examine the association between structure and function, a structural equation model (SEM) was used, with cognition as a mediator. Last, all analyses were repeated for males and females separately. RESULTS: Regression analyses revealed a significant influence of duration of illness on the forceps major (T=3.24, p<.001), forceps minor (T=3.40, p<.001), and SLF (T=3.83, p<.0001). When adding both age and duration of illness, duration of illness mediated the influence of age on FA. Adding CPZ to the model displayed a significant effect of medication on forceps major (T=3.93, p<.0001). For SEM, FA of all tracts was used to represent structural impairment, and symptom scores were used to reflect functional impairment. All data paths were calculated with an asymptotically distribution-free model. The overall model fit was acceptable (RMSEA =.09) with a medium-strong effect of structural impairment on functional impairment (standardized estimate=.44). When separating sexes, males showed a significant association of duration of illness and FA. Females displayed a stronger influence of structural impairment on functional impairment (standardized estimate: males = .29, females =.52), and cognition had an impact on this relationship for females only. DISCUSSION: The effect of duration of illness on specific WM tracts suggests a progressive, neurodegenerative pathology, which might contribute to the devastating effects of chronicity. Medication seems to have only a small, localized effect on corpus callosum WM integrity. However, since our analysis used cross-sectional CPZ measures, future studies should include measurements of lifetime dosage. The observed impact of WM abnormalities on function further highlights the importance of WM for SCZ pathology. The association of structure and function seems sex-specific. Men show a stronger effect of chronicity. For females, cognition mediates the effect of structure on function, suggesting the role of cognitive reserve. Our approach provides the first step towards evidence-based medicine, by demonstrating the apparent relationship between structural pathology and functional outcome and suggesting possible mediators of this relationship, including duration of illness, cognition, medication, and sex.
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spelling pubmed-72345942020-05-23 S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING Seitz, Johanna Cetin Karayumak, Suheyla Wojcik, Joanne Lyall, Amanda Levitt, James Pasternak, Ofer Baxi, Madhura Kelly, Sinead Sweeney, John Viher, Petra Stegmayer, Katharina Walther, Sebastian Lee, Jungsun Crow, Timothy J James, Anthony Voineskos, Aristotle Buchanan, Robert Szeszko, Philip Malhotra, Anil Shenton, Martha Rathi, Yogesh Keshavan, Matcheri Kubicki, Marek Schizophr Bull Poster Session I BACKGROUND: The association of white matter (WM) abnormalities with clinical variables in schizophrenia (SCZ) is poorly understood. We investigated the clinical correlates of WM impairments using imaging data of 597 patients with SCZ and 490 healthy controls (HC). We focused on lifelong changes of WM (measured by Fractional Anisotropy [FA]) in SCZ and compared it to that of HC. We investigated how age, duration of illness, and medication influence WM trajectories, and examined how structural impairments are related to symptoms and cognition. Last, we tested for the role of sex in structure-function interactions. METHODS: Diffusion-weighted images and clinical measurements were collected as part of 13 independent studies, and data was harmonized across all sites. We registered images to the IIT Human Brain Atlas and averaged FA for forceps major, forceps minor, cingulum, inferior fronto-occipital fasciculus, inferior longitudinal fasciculus, superior longitudinal fasciculus (SLF) and uncinate fasciculus. First, we modeled the FA age trajectory of each tract in HC and used it to regress out the effect of age in patients. The residuals in the FA values were utilized for further analyses. We conducted mediator regression analyses with FA as the dependent variable, sex as a covariate, and age and duration of illness as the independent variables. Next, patients were grouped based on Chlorpromazine equivalent dosage (CPZ) and CPZ group was added to the regression model. To examine the association between structure and function, a structural equation model (SEM) was used, with cognition as a mediator. Last, all analyses were repeated for males and females separately. RESULTS: Regression analyses revealed a significant influence of duration of illness on the forceps major (T=3.24, p<.001), forceps minor (T=3.40, p<.001), and SLF (T=3.83, p<.0001). When adding both age and duration of illness, duration of illness mediated the influence of age on FA. Adding CPZ to the model displayed a significant effect of medication on forceps major (T=3.93, p<.0001). For SEM, FA of all tracts was used to represent structural impairment, and symptom scores were used to reflect functional impairment. All data paths were calculated with an asymptotically distribution-free model. The overall model fit was acceptable (RMSEA =.09) with a medium-strong effect of structural impairment on functional impairment (standardized estimate=.44). When separating sexes, males showed a significant association of duration of illness and FA. Females displayed a stronger influence of structural impairment on functional impairment (standardized estimate: males = .29, females =.52), and cognition had an impact on this relationship for females only. DISCUSSION: The effect of duration of illness on specific WM tracts suggests a progressive, neurodegenerative pathology, which might contribute to the devastating effects of chronicity. Medication seems to have only a small, localized effect on corpus callosum WM integrity. However, since our analysis used cross-sectional CPZ measures, future studies should include measurements of lifetime dosage. The observed impact of WM abnormalities on function further highlights the importance of WM for SCZ pathology. The association of structure and function seems sex-specific. Men show a stronger effect of chronicity. For females, cognition mediates the effect of structure on function, suggesting the role of cognitive reserve. Our approach provides the first step towards evidence-based medicine, by demonstrating the apparent relationship between structural pathology and functional outcome and suggesting possible mediators of this relationship, including duration of illness, cognition, medication, and sex. Oxford University Press 2020-05 2020-05-18 /pmc/articles/PMC7234594/ http://dx.doi.org/10.1093/schbul/sbaa031.223 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Poster Session I
Seitz, Johanna
Cetin Karayumak, Suheyla
Wojcik, Joanne
Lyall, Amanda
Levitt, James
Pasternak, Ofer
Baxi, Madhura
Kelly, Sinead
Sweeney, John
Viher, Petra
Stegmayer, Katharina
Walther, Sebastian
Lee, Jungsun
Crow, Timothy J
James, Anthony
Voineskos, Aristotle
Buchanan, Robert
Szeszko, Philip
Malhotra, Anil
Shenton, Martha
Rathi, Yogesh
Keshavan, Matcheri
Kubicki, Marek
S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title_full S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title_fullStr S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title_full_unstemmed S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title_short S157. A MULTICENTER HARMONIZED DIFFUSION TENSOR IMAGING STUDY ON THE ASSOCIATION OF WHITE MATTER STRUCTURE AND CLINICAL FUNCTIONING
title_sort s157. a multicenter harmonized diffusion tensor imaging study on the association of white matter structure and clinical functioning
topic Poster Session I
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7234594/
http://dx.doi.org/10.1093/schbul/sbaa031.223
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