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. 2017 May 17;152(2):330–342. doi: 10.1016/j.chest.2017.05.005

Table 5.

Associations Between Photographic Measures and ln(AHI+1)

Measure Unadjusted
Age-, Sex-, and Race-Adjusted
Age-, Sex-, Race-, and BMI-Adjusted
Estimatea P Estimatea P Estimatea P
Photograph P1
 Modified Mallampati score Overall .0001 Overall .002 Overall .015
 Class I 0.00 (ref) 0.00 (ref) 0.00 (ref)
 Class II 0.40 (–0.06 to 0.86) .085 0.38 (–0.05 to 0.81) .083 0.38 (0.00 to 0.76) .049
 Class III 0.54 (0.11 to 0.97) .014 0.52 (0.12 to 0.92) .011 0.42 (0.06 to 0.78) .021
 Class IV 0.77 (0.38 to 1.16) < .001 0.65 (0.28 to 1.02) .001 0.51 (0.19 to 0.84) .002
 Airway not visible 0.45 (0.22 to 0.68) < .001 0.37 (0.15 to 0.58) .001 0.23 (0.04 to 0.43) .018
 Mouth width 0.13 (0.05 to 0.21) .001 0.08 (–0.01 to 0.16) .067 0.01 (–0.06 to 0.08) .799
 Mouth height 0.04 (–0.04 to 0.12) .320 0.00 (–0.08 to 0.08) .946 –0.03 (–0.09 to 0.04) .478
 Mouth area 0.10 (0.02 to 0.18) .016 0.06 (–0.03 to 0.14) .179 –0.00 (–0.08 to 0.07) .915
 Tongue width 0.25 (0.17 to 0.34) < .0001 0.17 (0.09 to 0.26) < .001 0.05 (–0.03 to 0.12) .218
Photograph P2
 Standard Mallampati score Overall < .0001 Overall .002 Overall .035
 Class I 0.00 (ref) 0.00 (ref) 0.00 (ref)
 Class II 0.04 (–0.47 to 0.56) .868 0.34 (–0.16 to 0.84) .183 0.19 (–0.25 to 0.64) .395
 Class III 0.48 (0.01 to 0.95) .047 0.58 (0.13 to 1.04) .011 0.40 (–0.00 to 0.80) .053
 Class IV 0.72 (0.26 to 1.18) .002 0.71 (0.27 to 1.15) .002 0.46 (0.06 to 0.85) .023
 Mouth width 0.12 (0.03 to 0.21) .007 0.06 (–0.02 to 0.15) .159 0.02 (–0.06 to 0.09) .655
 Tongue width 0.20 (0.12 to 0.29) < .0001 0.16 (0.08 to 0.24) < .001 0.06 (–0.01 to 0.13) .102
 Tongue length 0.01 (–0.07 to 0.10) .806 0.01 (–0.08 to 0.09) .895 –0.06 (–0.13 to 0.02) .130
 Tongue area 0.10 (0.01 to 0.18) .027 0.07 (–0.01 to 0.15) .097 –0.01 (–0.08 to 0.06) .757
Photograph P3
 Tongue length 0.04 (–0.06 to 0.13) .447 0.02 (–0.06 to 0.11) .603 –0.04 (–0.12 to 0.04) .335
 Tongue area 0.09 (–0.00 to 0.18) .053 0.04 (–0.04 to 0.13) .319 –0.03 (–0.11 to 0.05) .416
 Tongue thickness 0.24 (0.15 to 0.33) < .0001 0.15 (0.06 to 0.24) .001 0.06 (–0.02 to 0.14) .153
 Tongue curvature –0.01 (–0.10 to 0.08) .817 –0.01 (–0.10 to 0.08) .801 –0.05 (–0.13 to 0.02) .178
Photograph P4
 Airway width 0.01 (–0.18 to 0.20) .908 –0.03 (–0.20 to 0.14) .739 –0.02 (–0.17 to 0.12) .780
 Uvula length (airway) 0.09 (–0.08 to 0.26) .308 0.11 (–0.05 to 0.26) .174 0.04 (–0.10 to 0.17) .606
 Uvula width (airway) 0.14 (0.02 to 0.25) .021 0.01 (–0.11 to 0.12) .926 0.03 (–0.07 to 0.12) .588
 Uvula area (airway) 0.17 (–0.00 to 0.34) .054 0.12 (–0.03 to 0.28) .124 0.07 (–0.07 to 0.21) .319
Global measures
 Global Mallampati score Overall < .0001 Overall .001 Overall .034
 Class I 0.00 (ref) 0.00 (ref) 0.00 (ref)
 Class II 0.20 (–0.41 to 0.81) .525 0.23 (–0.35 to 0.81) .437 0.17 (–0.34 to 0.68) .521
 Class III 0.55 (–0.02 to 1.13) .060 0.50 (–0.04 to 1.05) .069 0.30 (–0.18 to 0.78) .218
 Class IV 0.82 (0.27 to 1.38) .004 0.69 (0.17 to 1.22) .010 0.44 (–0.03 to 0.91) .066
 Evident tongue ridging –0.09 (–0.27 to 0.09) .345 –0.04 (–0.21 to 0.14) .693 0.04 (–0.12 to 0.19) .656
 Tonsil hypertrophy Overall .005 Overall .0001 Overall .001
 Grade 0 0.00 (ref) 0.00 (ref) 0.00 (ref)
 Grade 1 –0.07 (–0.39 to 0.26) .683 0.19 (–0.10 to 0.49) .204 0.14 (–0.12 to 0.40) .280
 Grade 2 0.30 (–0.04 to 0.64) .088 0.52 (0.20 to 0.83) .001 0.43 (0.16 to 0.71) .002
 Grades 3 and 4 0.52 (0.17 to 0.88) .004 0.73 (0.39 to 1.07) < .0001 0.54 (0.24 to 0.84) .001
 Pharyngeal narrowing Overall < .0001 Overall < .0001 Overall .001
 Grade 0 0.00 (ref) 0.00 (ref) 0.00 (ref)
 Grade 1 0.10 (–0.32 to 0.52) .637 0.26 (–0.13 to 0.65) .187 0.31 (–0.04 to 0.65) .083
 Grade 2 0.30 (–0.11 to 0.71) .155 0.45 (0.06 to 0.84) .023 0.32 (–0.02 to 0.67) .065
 Grade 3 0.97 (0.49 to 1.45) < .001 1.02 (0.57 to 1.47) < .0001 0.77 (0.37 to 1.18) < .001

P values for differences in photograph measures significant after Hochberg correction are shown in bold.

a

Estimates presented as estimated mean change (95% CI) in ln(AHI+1) (natural log) from linear regression models (unadjusted or controlling for indicated covariates) associated with a 1 SD increase in continuous measures or compared with the indicated reference category for categorical measures.