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Obstructive Sleep Apnea: MR Imaging Volume Segmentation Analysis¹

¹ From the Departments of Radiology (M.B.A., L.F.D., B.J.D.) and Pediatrics (L.F.D., B.J.D., S.A.P., B.A.C., R.S.A.) and Division of Pulmonology (B.A.C., R.S.A.), Cincinnati Children’s Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH 45229-3090. Received October 1, 2003; revision requested December 23; revision received January 7, 2004; accepted February 2. Address correspondence to L.F.D. (e-mail: lane.donnelly@cchmc.org).

PURPOSE: To retrospectively determine airway wall motion with volume segmentation of transverse cine magnetic resonance (MR) images in children with obstructive sleep apnea (OSA).

MATERIALS AND METHODS: Transverse fast gradient-echo cine MR images of the hypopharynx were obtained at 1.5 T in 31 children with OSA (eight girls, 23 boys; mean age, 11.3 years) and 21 children free of airway symptoms who underwent MR imaging for other clinical indications (11 girls, 10 boys; mean age, 3.5 years). Volume segmentation with a k-means clustering algorithm was applied to transverse cine MR images to quantify airway volumes at each time. Airway wall motion for each child was described with standard deviation and range. Coefficient of variance and normalized range, which are independent of airway size, were used to compare groups (Kruskal-Wallis test).

RESULTS: Plots of airway volume over time demonstrated large fluctuations during respiration in children with OSA and minimal fluctuations in controls; findings were consistent with airway distention and airway collapse in OSA. Average airway transverse volume was larger in the group with OSA than in the control group (OSA group, 2.52 mL; control group, 0.936 mL; P < .001). Mean standard deviation (OSA group, 0.840 mL; control group, 0.17 mL; P < .001) and mean range of airway cross section (OSA group, 3.552 mL; control group, 0.864 mL; P < .001) were larger in the group with OSA. Coefficient of variance (OSA group, 0.32; control group, 0.17; P < .001) and normalized range (OSA group, 1.42; control group, 0.96; P < .001) indicate statistically significant difference in airway dynamics in children with OSA.

CONCLUSION: Volume segmentation of transverse cine MR images of the hypopharynx aids in quantification of increased airway wall motion in children with OSA. Transverse MR imaging demonstrates both airway distention and collapse in children with OSA.

© RSNA, 2004

Index terms: Magnetic resonance (MR), cine study, 27.121412, 27.121419 • Magnetic resonance (MR), in infants and children, 27.121412, 27.121419 • Sleep apnea, 27.827

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				L. F. Donnelly Obstructive Sleep Apnea in Pediatric Patients: Evaluation with Cine MR Sleep Studies Radiology, September 1, 2005; 236(3): 768 - 778. [Abstract] [Full Text] [PDF]