Regional Brain Myelin Mapping in Patients with Obstructive Sleep Apnea
Sudhakar Tummala1, Bumhee Park1, Ruchi Vig1, Mary A Woo2, Daniel W Kang3, Ronald M Harper4,5, and Rajesh Kumar1,5,6,7

1Anesthesiology, University of California at Los Angeles, Los Angeles, CA, United States, 2UCLA School of Nursing, Los Angeles, CA, United States, 3Medicine, University of California at Los Angeles, Los Angeles, CA, United States, 4Neurobiology, University of California at Los Angeles, Los Angeles, CA, United States, 5Brain Research Institute, University of California at Los Angeles, Los Angeles, CA, United States, 6Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, United States, 7Bioengineering, University of California at Los Angeles, Los Angeles, CA, United States

Synopsis

Obstructive sleep apnea (OSA) patients show gray matter injury in multiple brain areas based on various MRI techniques, which can accompany subcortical and white matter myelin integrity loss in the condition. However, the extent of regional myelin changes in OSA is unclear. We examined regional myelin integrity in newly-diagnosed, treatment-naive OSA patients, and found decreased values, probably resulting from hypoxic/ischemic processes, in critical autonomic, cognitive, respiratory, and mood control sites, functions that are deficient in the condition. These findings show that myelin mapping, based on the ratio of T1- and T2-weighted images, is useful in assessing regional myelin alterations.

Purpose

Obstructive sleep apnea (OSA), a condition characterized by persistent events of partial/complete upper airway obstruction, with continued diaphragmatic efforts during sleep, shows gray matter injury principally located in autonomic, respiratory, mood, and cognitive control sites, as observed with various MRI techniques.1,2 Regional gray matter changes can be accompanied by subcortical and white matter myelin integrity loss in the condition; yet, the extent of myelin changes in OSA is unclear. Myelin integrity can be assessed with T2-relaxometry, radial diffusivity, and magnetization transfer imaging; however, these procedures require special image processing skills, have poor resolution, and determination is time consuming. Previous studies suggest that myelin integrity of subcortical and white matter areas varies with both T1-weighted and T2-weighted signal intensities, but in opposite directions,3 and the ratio of these two weighted images can indicate regional subcortical and white matter myelin changes. Thus, this ratio procedure of T1-weighted and T2-weighted images, a method that is simple, requires little time, and provides higher resolution data, can be used to examine myelin integrity in OSA subjects.4,5 Our aim was to examine regional subcortical and white matter myelin integrity in recently-diagnosed, treatment-naive OSA vs. control subjects using T1- and T2-weighted images. We hypothesized that regional myelin integrity will be decreased in OSA over controls, and that these changes will appear in autonomic, respiratory, cognitive, and mood regulatory regions.

Theory

Mathematically, the ratio of T1-weighted/T2-weighted images could be modeled as $$$\frac{T1-weighted}{T2-weighted} ≈ \frac{α1*x}{α2*\frac{1}{x}} = \frac{α1}{α2}x^{2} = βx^{2}$$$, where myelin integrity is represented by x. Thus, by calculating the ratio of two weighted images, myelin contrast will be improved significantly. The variables α1, α2 are scaling factors related to bias field inhomogeneties.6

Methods

We studied 56 OSA (age, 48.5±8.6 years; body-mass-index, 31.1±6.1 kg/m2; 42 male; apnea-hypopnea-index (AHI), 35.9±22.9 events/hour) and 91 control subjects (age, 46.7±9.0 years; body-mass-index, 24.8±3.5 kg/m2; 56 male). All OSA subjects were recently diagnosed via an overnight polysomnography with at least moderate severity (AHI ≥ 15). Control subjects were healthy, without any medications that might alter brain tissue. Brain imaging studies were performed using a 3.0-Tesla MRI scanner (Magnetom Tim-Trio; Siemens). High-resolution T1-weighted images were acquired using a MPRAGE pulse sequence (TR=2200 ms; TE=2.2 ms; inversion-time=900 ms; flip-angle (FA)=9°; matrix-size=256×256; FOV=230×230 mm; slice-thickness=1.0 mm). T2-weighted images were collected using a spin-echo pulse sequence in the axial plane (TR=10,000 ms; TE=134 ms; FA=1300; matrix size=256×256; FOV=230×230 mm; slice-thickness=3.5 mm). Both T1-weighted and T2-weighted images were bias-corrected, T2-weighted images were co-registered to their corresponding T1-weighted images, and myelin maps were computed by dividing the T1-weighted images with the resliced T2-weighted images (Fig. 1A). We normalized the ratio maps to Montreal Neurological Institute (MNI) space, and smoothed (Gaussian kernel, 10 mm). High-resolution T1-weighted images of a control subject were normalized to MNI space, to create background images. The smoothed myelin maps were compared between groups using ANCOVA (covariates: sex, age; SPM12, family-wise-error (FWE) corrected p<0.05, cluster-size 20 voxels). Brain clusters with significant differences between groups were overlaid onto background images for structural identification.

Results

No significant differences in age (p=0.23) or gender (p=0.10) appeared between groups. However, body-mass-indices were significantly higher in OSA (p<0.0001). Multiple brain areas in OSA showed decreased myelin integrity, compared to control subjects (Fig. 1B, p <0.05, FWE corrected). Brain sites in OSA that showed decreased myelin integrity included the bilateral insular, temporal, parietal and occipital cortices (Fig. 1Ba,b,c), right orbital frontal cortex and white matter (Fig. 1Be), anterior and posterior cingulate cortex and cingulum bundle, extending to the genu of the corpus callosum and prefrontal sites (Fig. 1Bf), cerebellar peduncles (Fig. 1Bg), basal forebrain (Fig. 1Be), right hippocampus, and amygdala (Fig. 1Bc). Other brain areas with decreased myelin integrity appeared in the caudate nuclei, extending to the internal and external capsules (Fig. 1Bb), cerebellar vermis (Fig. 1Bg), frontal and parietal white matter (Fig. 1Bj,1Bf), and right ventral medulla (Fig. 1Bd).

Discussion

Regional brain myelin integrity is significantly decreased in multiple sites in OSA over controls. These regions with changes are principally localized in critical autonomic, cognitive, memory, respiratory, and affective control sites, including the frontal, temporal, parietal, cingulate and insular cortices, hippocampus, cerebellar peduncles, and ventral medulla, and may result from hypoxic/ischemic processes in the condition.

Conclusion

The findings indicate that myelin mapping, based on the ratio of T1- and T2-weighted images, can be used to assess regional myelin alterations.

Acknowledgements

We acknowledge the support by National Institutes of Health R01 HL-113251 and R01 NR- 015038.

References

1. Kumar R, Pham TT, et al. Abnormal myelin and axonal integrity in recently diagnosed patients with obstructive sleep apnea. Sleep 2014, 37(4):723-732.

2. Morrell MJ, Jackson ML, et al. Changes in brain morphology in patients with obstructive sleep apnoea. Thorax 2010, 65(10):908-914.

3. Sigalovsky IS, Fischl B, et al. Mapping an intrinsic MR property of gray matter in auditory cortex of living humans: a possible marker for primary cortex and hemispheric differences. NeuroImage 2006, 32(4):1524-1537.

4. Yoshiura T, Higano S, et al. Heschl and superior temporal gyri: low signal intensity of the cortex on T2-weighted MR images of the normal brain. Radiology 2000, 214(1):217-221.

5. Glasser MF, Van Essen DC: Mapping human cortical areas in vivo based on myelin content as revealed by T1- and T2-weighted MRI. The Journal of neuroscience 2011, 31(32):11597-11616.

6. Ganzetti M, Wenderoth N, Mantini D: Whole brain myelin mapping using T1- and T2-weighted MR imaging data. Frontiers in human neuroscience 2014, 8:671.

Figures

Fig. 1: (A) T1-, T2-weighted images, and corresponding myelin map. (B) Brain sites showing reduced myelin in OSA vs. controls. Color bar indicates t-statistic values. (L = Left, R = Right).



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
1187