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Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging
Human obesity is associated with low-grade chronic systemic inflammation, alterations in brain structure and function, and cognitive impairment. Rodent models of obesity show that high-calorie diets cause brain inflammation (neuroinflammation) in multiple regions, including the hippocampus, and impa...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971102/ https://www.ncbi.nlm.nih.gov/pubmed/31992978 http://dx.doi.org/10.3389/fnhum.2019.00464 |
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author | Samara, Amjad Murphy, Tatianna Strain, Jeremy Rutlin, Jerrel Sun, Peng Neyman, Olga Sreevalsan, Nitya Shimony, Joshua S. Ances, Beau M. Song, Sheng-Kwei Hershey, Tamara Eisenstein, Sarah A. |
author_facet | Samara, Amjad Murphy, Tatianna Strain, Jeremy Rutlin, Jerrel Sun, Peng Neyman, Olga Sreevalsan, Nitya Shimony, Joshua S. Ances, Beau M. Song, Sheng-Kwei Hershey, Tamara Eisenstein, Sarah A. |
author_sort | Samara, Amjad |
collection | PubMed |
description | Human obesity is associated with low-grade chronic systemic inflammation, alterations in brain structure and function, and cognitive impairment. Rodent models of obesity show that high-calorie diets cause brain inflammation (neuroinflammation) in multiple regions, including the hippocampus, and impairments in hippocampal-dependent memory tasks. To determine if similar effects exist in humans with obesity, we applied Diffusion Basis Spectrum Imaging (DBSI) to evaluate neuroinflammation and axonal integrity. We examined diffusion-weighted magnetic resonance imaging (MRI) data in two independent cohorts of obese and non-obese individuals (Cohort 1: 25 obese/21 non-obese; Cohort 2: 18 obese/41 non-obese). We applied Tract-based Spatial Statistics (TBSS) to allow whole-brain white matter (WM) analyses and compare DBSI-derived isotropic and anisotropic diffusion measures between the obese and non-obese groups. In both cohorts, the obese group had significantly greater DBSI-derived restricted fraction (DBSI-RF; an indicator of neuroinflammation-related cellularity), and significantly lower DBSI-derived fiber fraction (DBSI-FF; an indicator of apparent axonal density) in several WM tracts (all corrected p < 0.05). Moreover, using region of interest analyses, average DBSI-RF and DBSI-FF values in the hippocampus were significantly greater and lower, respectively, in obese relative to non-obese individuals (Cohort 1: p = 0.045; Cohort 2: p = 0.008). Hippocampal DBSI-FF and DBSI-RF and amygdalar DBSI-FF metrics related to cognitive performance in Cohort 2. In conclusion, these findings suggest that greater neuroinflammation-related cellularity and lower apparent axonal density are associated with human obesity and cognitive performance. Future studies are warranted to determine a potential role for neuroinflammation in obesity-related cognitive impairment. |
format | Online Article Text |
id | pubmed-6971102 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69711022020-01-28 Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging Samara, Amjad Murphy, Tatianna Strain, Jeremy Rutlin, Jerrel Sun, Peng Neyman, Olga Sreevalsan, Nitya Shimony, Joshua S. Ances, Beau M. Song, Sheng-Kwei Hershey, Tamara Eisenstein, Sarah A. Front Hum Neurosci Neuroscience Human obesity is associated with low-grade chronic systemic inflammation, alterations in brain structure and function, and cognitive impairment. Rodent models of obesity show that high-calorie diets cause brain inflammation (neuroinflammation) in multiple regions, including the hippocampus, and impairments in hippocampal-dependent memory tasks. To determine if similar effects exist in humans with obesity, we applied Diffusion Basis Spectrum Imaging (DBSI) to evaluate neuroinflammation and axonal integrity. We examined diffusion-weighted magnetic resonance imaging (MRI) data in two independent cohorts of obese and non-obese individuals (Cohort 1: 25 obese/21 non-obese; Cohort 2: 18 obese/41 non-obese). We applied Tract-based Spatial Statistics (TBSS) to allow whole-brain white matter (WM) analyses and compare DBSI-derived isotropic and anisotropic diffusion measures between the obese and non-obese groups. In both cohorts, the obese group had significantly greater DBSI-derived restricted fraction (DBSI-RF; an indicator of neuroinflammation-related cellularity), and significantly lower DBSI-derived fiber fraction (DBSI-FF; an indicator of apparent axonal density) in several WM tracts (all corrected p < 0.05). Moreover, using region of interest analyses, average DBSI-RF and DBSI-FF values in the hippocampus were significantly greater and lower, respectively, in obese relative to non-obese individuals (Cohort 1: p = 0.045; Cohort 2: p = 0.008). Hippocampal DBSI-FF and DBSI-RF and amygdalar DBSI-FF metrics related to cognitive performance in Cohort 2. In conclusion, these findings suggest that greater neuroinflammation-related cellularity and lower apparent axonal density are associated with human obesity and cognitive performance. Future studies are warranted to determine a potential role for neuroinflammation in obesity-related cognitive impairment. Frontiers Media S.A. 2020-01-14 /pmc/articles/PMC6971102/ /pubmed/31992978 http://dx.doi.org/10.3389/fnhum.2019.00464 Text en Copyright © 2020 Samara, Murphy, Strain, Rutlin, Sun, Neyman, Sreevalsan, Shimony, Ances, Song, Hershey and Eisenstein. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Samara, Amjad Murphy, Tatianna Strain, Jeremy Rutlin, Jerrel Sun, Peng Neyman, Olga Sreevalsan, Nitya Shimony, Joshua S. Ances, Beau M. Song, Sheng-Kwei Hershey, Tamara Eisenstein, Sarah A. Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title | Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title_full | Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title_fullStr | Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title_full_unstemmed | Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title_short | Neuroinflammation and White Matter Alterations in Obesity Assessed by Diffusion Basis Spectrum Imaging |
title_sort | neuroinflammation and white matter alterations in obesity assessed by diffusion basis spectrum imaging |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971102/ https://www.ncbi.nlm.nih.gov/pubmed/31992978 http://dx.doi.org/10.3389/fnhum.2019.00464 |
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