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White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis
White matter (WM) abnormalities in patients with cocaine use disorder (CUD) have been studied; however, the reported effects on the human brain are heterogenous and most results have been obtained from male participants. In addition, biological data supporting the imaging findings and revealing poss...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081729/ https://www.ncbi.nlm.nih.gov/pubmed/33911068 http://dx.doi.org/10.1038/s41398-021-01367-x |
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author | Tondo, Lucca Pizzato Viola, Thiago Wendt Fries, Gabriel R. Kluwe-Schiavon, Bruno Rothmann, Leonardo Mello Cupertino, Renata Ferreira, Pedro Franco, Alexandre Rosa Lane, Scott D. Stertz, Laura Zhao, Zhongming Hu, Ruifeng Meyer, Thomas Schmitz, Joy M. Walss-Bass, Consuelo Grassi-Oliveira, Rodrigo |
author_facet | Tondo, Lucca Pizzato Viola, Thiago Wendt Fries, Gabriel R. Kluwe-Schiavon, Bruno Rothmann, Leonardo Mello Cupertino, Renata Ferreira, Pedro Franco, Alexandre Rosa Lane, Scott D. Stertz, Laura Zhao, Zhongming Hu, Ruifeng Meyer, Thomas Schmitz, Joy M. Walss-Bass, Consuelo Grassi-Oliveira, Rodrigo |
author_sort | Tondo, Lucca Pizzato |
collection | PubMed |
description | White matter (WM) abnormalities in patients with cocaine use disorder (CUD) have been studied; however, the reported effects on the human brain are heterogenous and most results have been obtained from male participants. In addition, biological data supporting the imaging findings and revealing possible mechanisms underlying the neurotoxic effects of chronic cocaine use (CU) on WM are largely restricted to animal studies. To evaluate the neurotoxic effects of CU in the WM, we performed an in vivo diffusion tensor imaging assessment of male and female cocaine users (n = 75) and healthy controls (HC) (n = 58). Moreover, we performed an ex vivo large-scale proteomic analysis using liquid chromatography-tandem mass spectrometry in postmortem brains of patients with CUD (n = 8) and HC (n = 12). Compared with the HC, the CUD group showed significant reductions in global fractional anisotropy (FA) (p < 0.001), and an increase in global mean (MD) and radial diffusion (RD) (both p < 0.001). The results revealed that FA, RD, and MD alterations in the CUD group were widespread along the major WM tracts, after analysis using the tract-based special statistics approach. Global FA was negatively associated with years of CU (p = 0.0421) and female sex (p < 0.001), but not with years of alcohol or nicotine use. Concerning the fibers connecting the left to the right prefrontal cortex, Brodmann area 9 (BA9), the CUD group presented lower FA (p = 0.006) and higher RD (p < 0.001) values compared with the HC group. A negative association between the duration of CU in life and FA values in this tract was also observed (p = 0.019). Proteomics analyses in BA9 found 11 proteins differentially expressed between cocaine users and controls. Among these, were proteins related to myelination and neuroinflammation. In summary, we demonstrate convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomics analysis of WM disruption in CUD. |
format | Online Article Text |
id | pubmed-8081729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80817292021-05-05 White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis Tondo, Lucca Pizzato Viola, Thiago Wendt Fries, Gabriel R. Kluwe-Schiavon, Bruno Rothmann, Leonardo Mello Cupertino, Renata Ferreira, Pedro Franco, Alexandre Rosa Lane, Scott D. Stertz, Laura Zhao, Zhongming Hu, Ruifeng Meyer, Thomas Schmitz, Joy M. Walss-Bass, Consuelo Grassi-Oliveira, Rodrigo Transl Psychiatry Article White matter (WM) abnormalities in patients with cocaine use disorder (CUD) have been studied; however, the reported effects on the human brain are heterogenous and most results have been obtained from male participants. In addition, biological data supporting the imaging findings and revealing possible mechanisms underlying the neurotoxic effects of chronic cocaine use (CU) on WM are largely restricted to animal studies. To evaluate the neurotoxic effects of CU in the WM, we performed an in vivo diffusion tensor imaging assessment of male and female cocaine users (n = 75) and healthy controls (HC) (n = 58). Moreover, we performed an ex vivo large-scale proteomic analysis using liquid chromatography-tandem mass spectrometry in postmortem brains of patients with CUD (n = 8) and HC (n = 12). Compared with the HC, the CUD group showed significant reductions in global fractional anisotropy (FA) (p < 0.001), and an increase in global mean (MD) and radial diffusion (RD) (both p < 0.001). The results revealed that FA, RD, and MD alterations in the CUD group were widespread along the major WM tracts, after analysis using the tract-based special statistics approach. Global FA was negatively associated with years of CU (p = 0.0421) and female sex (p < 0.001), but not with years of alcohol or nicotine use. Concerning the fibers connecting the left to the right prefrontal cortex, Brodmann area 9 (BA9), the CUD group presented lower FA (p = 0.006) and higher RD (p < 0.001) values compared with the HC group. A negative association between the duration of CU in life and FA values in this tract was also observed (p = 0.019). Proteomics analyses in BA9 found 11 proteins differentially expressed between cocaine users and controls. Among these, were proteins related to myelination and neuroinflammation. In summary, we demonstrate convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomics analysis of WM disruption in CUD. Nature Publishing Group UK 2021-04-29 /pmc/articles/PMC8081729/ /pubmed/33911068 http://dx.doi.org/10.1038/s41398-021-01367-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Tondo, Lucca Pizzato Viola, Thiago Wendt Fries, Gabriel R. Kluwe-Schiavon, Bruno Rothmann, Leonardo Mello Cupertino, Renata Ferreira, Pedro Franco, Alexandre Rosa Lane, Scott D. Stertz, Laura Zhao, Zhongming Hu, Ruifeng Meyer, Thomas Schmitz, Joy M. Walss-Bass, Consuelo Grassi-Oliveira, Rodrigo White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title | White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title_full | White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title_fullStr | White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title_full_unstemmed | White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title_short | White matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
title_sort | white matter deficits in cocaine use disorder: convergent evidence from in vivo diffusion tensor imaging and ex vivo proteomic analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081729/ https://www.ncbi.nlm.nih.gov/pubmed/33911068 http://dx.doi.org/10.1038/s41398-021-01367-x |
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