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Table 4 Comparison of the predictive power for CKD incidence between METS-IR and HOMA-IR using time-dependent receiver operating characteristics curves analysis

From: Comparison of METS-IR and HOMA-IR for predicting new-onset CKD in middle-aged and older adults

 

Harrell’s C-index

Heagerty’s iAUC

Heagerty’s incident/dynamic AUC (2 years)

Heagerty’s incident/dynamic AUC (4 years)

Heagerty’s incident/dynamic AUC (6 years)

Heagerty’s incident/dynamic AUC (8 years)

Heagerty’s incident/dynamic AUC (10 years)

Heagerty’s incident/dynamic AUC (12 years)

Heagerty’s incident/dynamic AUC (14 years)

METS-IR, (1)

0.772 (0.760, 0.784)

0.775 (0.750, 0.799)

0.769 (0.742, 0.795)

0.793 (0.777, 0.810)

0.798 (0.780, 0.814)

0.780 (0.763, 0.797)

0.743 (0.721, 0.766)

0.745 (0.723, 0.767)

0.741 (0.707, 0.776)

HOMA-IR, (2)

0.762 (0.750, 0.774)

0.767 (0.742, 0.791)

0.740 (0.711, 0.766)

0.781 (0.763, 0.798)

0.788 (0.769, 0.805)

0.776 (0.757, 0.793)

0.743 (0.719, 0.766)

0.740 (0.717, 0.764)

0.737 (0.704, 0.771)

METS-IR + HOMA-IR, (3)

0.773 (0.761, 0.784)

0.776 (0.752, 0.800)

0.768 (0.739, 0.795)

0.794 (0.778, 0.810)

0.798 (0.780, 0.814)

0.780 (0.763, 0.798)

0.744 (0.721, 0.766)

0.746 (0.724, 0.768)

0.742 (0.708, 0.776)

Difference (1)–(2)

0.010 (0.006, 0.014)

0.008 (0.001, 0.016)

0.029 (0.019, 0.041)

0.013 (0.007, 0.019)

0.010 (0.004, 0.016)

0.004 (0.001, 0.010)

− 0.000

(− 0.007, 0.007)

0.005

(− 0.003, 0.013)

0.003 (− 0.008, 0.014)

Difference (1)–(3)

− 0.000 (− 0.001, 0.000)

− 0.001 (− 0.003, 0.000)

0.002 (− 0.000, 0.004)

− 0.001 (− 0.003, 0.001)

− 0.000 (− 0.002, 0.001)

− 0.000 (− 0.002, 0.001)

− 0.001 (− 0.003, 0.001)

− 0.001 (− 0.004, 0.001)

− 0.001 (− 0.004, 0.001)

Difference (2)–(3)

− 0.010 (− 0.014, − 0.007)

− 0.009 (− 0.018, − 0.002)

− 0.028 (− 0.039, − 0.018)

− 0.014 (− 0.020, − 0.008)

− 0.010 (− 0.017, − 0.005)

− 0.005 (− 0.010, 0.000)

− 0.000 (− 0.007, 0.005)

− 0.006 (− 0.014, 0.002)

− 0.004 (− 0.015, 0.007)

P-value: (1) vs. (2)

 < 0.001

0.015

 < 0.001

 < 0.001

 < 0.001

0.035

0.532

0.135

0.314

P-value: (1) vs. (3)

0.507

0.112

0.973

0.078

0.190

0.367

0.249

0.097

0.152

P-value: (2) vs. (3)

 < 0.001

0.003

 < 0.001

 < 0.001

 < 0.001

0.047

0.444

0.104

0.245

  1. METS-IR metabolic score for insulin resistance, HOMA-IR homeostatic model assessment for insulin resistance, iAUC integrated area under the receiver operating characteristic curve, AUC area under the receiver operating characteristic curve. All values were adjusted for age