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. 2023 Nov 22;17:3569–3577. doi: 10.2147/OPTH.S439739

Table 2.

Univariate Analysis and Multivariate Logistic Regression Model for Risk Factors Associated with Keratoconus

Crude (95% CI) P-value Adjust I (95% CI) P-value Adjust II (95% CI) P-value
Corneal tomographic parameters
Kflat (D) 0.78 (0.64, 0.94) 0.009 1.00 (0.79, 1.26) 0.990 0.99 (0.73, 1.35) 0.968
Ksteep (D) 0.87 (0.74, 1.02) 0.094 1.00 (0.82, 1.22) 0.979 0.89 (0.68, 1.17) 0.407 
Kmax (D) 0.94 (0.80, 1.10) 0.413 1.07 (0.89, 1.29) 0.484 0.92 (0.71, 1.19) 0.521 
CCT (μm) 0.99 (0.98, 1.00) 0.176 0.99 (0.98, 1.01) 0.358 0.96 (0.92, 1.00) 0.043 
ACT (μm) 0.99 (0.98, 1.00) 0.138 0.99 (0.98, 1.00) 0.267 0.95 (0.92, 0.99) 0.014 
TCT (μm) 0.99 (0.98, 1.00) 0.045 0.99 (0.98, 1.00) 0.118 0.95 (0.91, 0.98) 0.004 
Discrepancy CCT vs TCT (μm) 1.35 (1.21, 1.51) <0.001 1.38 (1.23, 1.56) <0.001 1.34 (1.15, 1.56) <0.001
Discrepancy ACT vs TCT (μm) 1.26 (1.15, 1.40) <0.001 1.25 (1.12, 1.39) <0.001 1.19 (1.02, 1.37) 0.023 
Distance CCT vs TCT# (mm) 1.14 (1.02, 1.28) 0.024 1.15 (1.01, 1.31) 0.040 1.03 (0.87, 1.23) 0.719 
FE.at.TP (μm) 1.10 (0.93, 1.31) 0.261 1.20 (0.98, 1.48) 0.071 0.97 (0.74, 1.27) 0.826 
BE.at.TP (μm) 1.14 (1.05, 1.22) 0.001 1.14 (1.05, 1.24) 0.003 0.99 (0.88, 1.13) 0.922 
ARTmax* 0.88 (0.84, 0.92) <0.001 0.88 (0.84, 0.93) <0.001 0.83 (0.76, 0.91) <0.001 
ARC (3mm Zone) (mm) 2.24 (0.83, 6.04) 0.112 0.70 (0.21, 2.40) 0.575 1.17 (0.22, 6.28) 0.853 
PRC (3mm Zone) (mm) 0.32 (0.11, 0.93) 0.037 0.10 (0.03, 0.37) 0.001 0.09 (0.01, 0.68) 0.020 
Df 1.00 (0.78, 1.26) 0.969 1.13 (0.86, 1.48) 0.397 0.96 (0.66, 1.39) 0.823 
Db 0.98 (0.72, 1.32) 0.892 0.96 (0.69, 1.35) 0.832 0.52 (0.30, 0.91) 0.021 
Dp 2.36 (1.73, 3.22) <0.001 2.35 (1.65, 3.36) <0.001 7.38 (3.28, 16.64) <0.001 
Dt 1.40 (0.99, 1.98) 0.054 1.36 (0.91, 2.02) 0.132 6.06 (1.63, 22.49) 0.007 
Da 4.07 (2.52, 6.58) <0.001 3.97 (2.32, 6.78) <0.001 7.23 (2.78, 18.76) <0.001 
BAD D# 1.11 (1.06, 1.16) <0.001 1.12 (1.06, 1.18) <0.001 1.12 (1.02, 1.23) 0.024
Corneal biomechanical parameters
IOPnct 0.65 (0.57, 0.75) <0.001 0.66 (0.57, 0.77) <0.001 0.58 (0.46, 0.73) <0.001 
bIOP 0.63 (0.54, 0.73) <0.001 0.61 (0.52, 0.73) <0.001 0.53 (0.41, 0.69) <0.001 
SSI# 0.80 (0.68, 0.95) 0.010 0.85 (0.70, 1.03) 0.089 0.93 (0.70, 1.23) 0.611 
DA.Ratio 1.95 (1.13, 3.34) 0.016 2.03 (1.05, 3.91) 0.035 1.42 (0.94, 2.16) 0.099 
Integr. Radius 2.74 (2.02, 3.71) <0.001 2.66 (1.89, 3.76) <0.001 4.64 (2.48, 8.67) <0.001 
ARTh* 1.03 (1.00, 1.05) 0.079 1.02 (0.99, 1.06) 0.151 1.28 (1.16, 1.41) <0.001 
SP-A1 0.99 (0.98, 1.01) 0.537 0.99 (0.97, 1.01) 0.163 0.98 (0.95, 1.02) 0.384 
CBI# 1.14 (1.03, 1.26) 0.015 1.13 (1.00, 1.27) 0.053 1.12 (0.92, 1.37) 0.254 
TBI# 1.29 (1.16, 1.43) <0.001 1.28 (1.14, 1.43) <0.001 1.04 (0.84, 1.30) 0.706

Notes: Adjust I model (corneal tomographic parameters): adjusted for sex; age. Adjust II model (corneal tomographic parameters): adjusted for sex; age; IOPnct; bIOP; SSI; DA.Ratio; Interger Radius; ARTh; SP-A1; CBI; TBI. Adjust I model (corneal biomechanical parameters): adjusted for sex; age. Adjust II model (corneal biomechanical parameters): adjusted for sex; age; Kflat; Ksteep; Kmax; CCT; ACT; TCT; Discrepancy CCT vs TCT; Discrepancy ACT vs TCT; Distance CCT vs TCT; FE.at.TP; BE.at.TP; ARTmax; ARC; PRC; Df; Db; Dp; Dt; Da; BAD D. *Every 10 unit increase. #Every 0.1 unit increase.

Abbreviations: K, keratometry; D, diopter; CCT, central corneal thickness; ACT, apex corneal thickness; TCT, thinnest corneal thickness; Discrepancy CCT vs TCT, absolute value of discrepancy between central corneal thickness and thinnest corneal thickness; Discrepancy ACT vs TCT, absolute value of discrepancy between apex corneal thickness and thinnest corneal thickness; Distance CCT vs TCT, absolute value of vector distance between central corneal thickness and thinnest corneal thickness; FE.at.TP, front elevation at thinnest pachymetry; BE.at.TP, back elevation at thinnest pachymetry; ARTmax, maximum Ambrósio relational thickness; ARC, anterior radius of curvature; PRC, posterior radius of curvature; Df, deviation of front elevation difference map; Db, derivation of back elevation difference map; Dp, deviation of average pachymetric progression; Dt, deviation of minimum thickness; Da, deviation of ARTmax; BAD D, Belin/Ambrósio Enhanced Ectasia Deviation; IOPnct, intraocular pressure measured with non-contact tonometer; bIOP, biomechanically-corrected IOP; SSI, stress-strain index; DA, deformation amplitude; Integr. Radius, integrated radius; ARTh, Ambrósio’s relational thickness in the horizontal profile; SP-A1, stiffness parameter at first applanation; CBI, corvis biomechanical index; TBI, Tomography and Biomechanical Index; Crude: no adjustment.