V. Tangugsorn et al., Obstructive sleep apnea: A canonical correlation of cephalometric and selected demographic variables in obese and nonobese patients, ANGL ORTHOD, 71(1), 2001, pp. 23-35
One hundred male obstructive sleep apnea (OSA) patients were classified int
o 2 groups on the basis of body mass index (BMI): 43 nonobese (BMI < 30 kg/
m(2)) and 57 obese (BMI <greater than or equal to> 30 kg/m(2)) patients. A
comprehensive cephalometric analysis with a multivariate statistical method
was performed in order to define the different principal components (PCs)
of cervico-craniofacial skeletal and upper airway soft tissue morphology in
each group and how they contributed to selected elements of the patient de
mographic data, ie, apnea-hypopnea index (AHI), nocturnal oxyhemoglobin sat
uration, and BMI. Thirty cephalometric variables of cervico-craniofacial sk
eletal morphology were reduced to 8 PCs describing 84.4% and 85.4% of the t
otal variance in obese and nonobese OSA patients, respectively. Sixteen cep
halometric variables of hyoid bone position and head posture were reduced t
o 4 PCs describing 84.4% and 85.9% of the total variance in obese and nonob
ese OSA patients, respectively. Twenty cephalometric variables of upper air
way soft tissue morphology were reduced to 7 PCs describing 89.5% and 84.6%
of the total variance in obese and nonobese OSA patients, respectively. Fo
r further analysis of PCs, a stepwise multiple regression analysis was chos
en. Two dependent variables of interest are the minimal distance of the pos
terior pharyngeal airway space (PASmin) and AHI. PASmin accounted for 95.3%
(obese OSA group) and 74.3% (nonobese OSA group) with 7 PCs and AHI for 46
% with 3 PCs in both groups. Three canonical variables and their correspond
ents with different loadings were established differently for both OSA grou
ps, A canonical correlation successfully clarified the complexity of simult
aneous relationship of the relevant variables. These analyses are proved us
eful to demonstrate the relationship of cervico-craniofacial skeletal and u
pper airway soft tissue morphology and selected demographic data. This lays
down a basis for understanding the complicated pathogenic components of ob
ese and nonobese OSA patients.