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. 2014 Oct 3;9(10):e108180.
doi: 10.1371/journal.pone.0108180. eCollection 2014.

Reduced right frontal fractional anisotropy correlated with early elevated plasma LDL levels in obese young adults

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Reduced right frontal fractional anisotropy correlated with early elevated plasma LDL levels in obese young adults

Baohui Lou et al. PLoS One. .

Abstract

Objective: To investigate the underlying physiological mechanisms of the structural differences in gray matter (GM) and white matter (WM) associated with obesity in young Chinese adults.

Materials and methods: A total of 49 right-handed obese or overweight (n = 22, mean age 31.72±8.04 years) and normal weight (n = 27, mean age 29.04±7.32 years) Han Chinese individuals were recruited. All participants underwent voxel-based morphometry analysis of T1-weighted MRI and tract-based spatial statistics analysis of diffusion tensor imaging. Partial correlation analysis was performed between the physiological data obtained and the abnormal structural alterations.

Results: In the OO group, GM atrophy occurred in the left prefrontal cortex, bilateral cingulate gyrus, and the right temporal lobe, while enlargement was observed in the bilateral putamen. WM atrophy was observed predominantly in the regions that regulate food intake, such as the bilateral basal ganglia, the right amygdala, and the left insula. The OO group exhibited lower fractional anisotropy (FA) in bilateral frontal corticospinal tracts and the right brainstem. Significant negative correlations were observed between FA values of those three clusters and BMI, and waist circumference, while the volume of bilateral putamen positively correlated with both BMI and waist circumference. High plasma LDL levels were correlated with low FA values in the right frontal corticospinal tract. Interestingly, the negative correlation was limited to male participants.

Conclusions: Obesity-related alterations of GM and WM volumes were observed predominantly in food reward circuit, which may motivate abnormal dietary intake. Further, early elevated plasma LDL might contribute to low right frontal FA values of male adults, which requires further demonstration by larger-scale and longitudinal studies.

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Conflict of interest statement

Competing Interests: The authors have added Yongming Dai as a co-author, who is a researcher employed by Philips Healthcare in China. This does not alter the authors' adherence to PLOS ONE policies on sharing data and materials.

Figures

Figure 1
Figure 1. Alteration of GM volume in the OO group compared with the NW group.
Red represents regions with reduced GM volume while blue represents those with increased GM volume in the OO group (P<0.001, not corrected for multiple comparisons). GM: gray matter; OO: obese or overweight; NW: normal weight.
Figure 2
Figure 2. Alteration of WM volume in the OO group compared with the NW group.
Red represents regions with significantly reduced WM volume in the OO group (P<0.05, FDR corrected). WM: white matter; OO: obese or overweight; NW: normal weight.
Figure 3
Figure 3. Differences in FA between the OO group and the NW group using both TBSS analysis (Figure 3a) and VBA method (Figure 3b).
(3a) Green represents mean FA skeleton of all participants, while red represents regions with significantly decreased FA in the OO group (P<0.05, corrected for multiple comparisons). (3b) Red represents regions with significantly decreased FA in the OO group (P<0.05, FDR corrected). OO: obese or overweight; NW: normal weight; FA: fractional anisotropy; TBSS: tract-based spatial statistics; VBA: voxel-based analysis.
Figure 4
Figure 4. Correlation analysis between plasma LDL levels and FA values extracted from the right frontal corticospinal tract (P<0.05).
FA values of the right frontal corticospinal tract and plasma LDL levels were significantly correlated in the OO group, rather than the NW group. FA values among male participants showed significant negative correlation with plasma LDL levels. OO: obese or overweight; NW: normal weight; FA: fractional anisotropy; LDL: low-density lipoprotein.
Figure 5
Figure 5. Positive correlation between the volume of bilateral putamen and BMI (5a) and waist circumference (5b) (P<0.05, FDR corrected).
BMI: body mass index.

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This work was supported by a grant from the National Natural Science Foundation of China (No. 81271555; http://www.nsfc.gov.cn/). The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Co-author Yongming Dai is employed by Philips Healthcare. Philips Healthcare provided support in the form of salary for author YD, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific role of this author is articulated in the ‘author contributions’ section.
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