Table 3.
Univariable and multivariable analyses using potential prognostic and explanatory factors to estimate the probability of reaching HbA1c less than 7.0% (<53 mmol/mol) at Week 24 in participants with type 2 diabetes
Variable | Categorical or continuous | Odds ratio (95% CI) | P value |
---|---|---|---|
Univariable analysis | |||
Age at baseline | Per 10 y | 1.02 (0.95, 1.10) | 0.513 |
Sex | Women vs men | 0.76 (0.66, 0.87) | <0.0001 |
Body weight at baseline | ≥83.0 vs <83.0 kg | 1.38 (1.20, 1.58) | <0.0001 |
Continuous (per 10 kg)a | 1.09 (1.05, 1.13) | <0.0001 | |
BMI at baseline | ≥30.0 vs <30.0 kg/m2 | 1.21 (1.06, 1.38) | 0.006 |
Continuous (per 5 kg/m2) | 1.09 (1.02, 1.16) | 0.008 | |
Diabetes duration | ≥10 vs <10 y | 0.61 (0.53, 0.70) | <0.0001 |
Continuous (per year)a | 0.96 (0.95, 0.97) | <0.0001 | |
HbA1c at baseline | ≥8.5 vs <8.5%b | 0.35 (0.30, 0.40) | <0.0001 |
Continuous (per 1 mmol/mol)a | 0.94 (0.94, 0.95) | <0.0001 | |
Continuous (per 1%‐unit)a | 0.53 (0.50, 0.58) | <0.0001 | |
FPG at baseline | ≥11.1 vs <11.1 mmol/Lc | 0.59 (0.51, 0.68) | <0.0001 |
Continuous (per 1 mmol/L)a | 0.91 (0.89, 0.93) | <0.0001 | |
Continuous (per 10 mg/dL)a | 1.00 (0.99, 1.00) | <0.0001 | |
2‐h SMPG at baseline (all meals) | ≥11.7 vs <11.7 mmol/Ld | 0.48 (0.41, 0.56) | <0.0001 |
Continuous (per 1 mmol/L)a | 0.86 (0.84, 0.89) | <0.0001 | |
Continuous (per 10 mg/dL)a | 0.99 (0.99, 0.99) | <0.0001 | |
Baseline fasting C‐peptide | ≥1.2 vs <1.2 nmol/L | 1.00 (0.84, 1.20) | 0.97 |
Continuous (per 0.2 nmol/L)a | 1.00 (1.00, 1.00) | 0.28 | |
Sulfonylurea use during study | Yes vs no | 0.61 (0.52, 0.71) | <0.0001 |
Hypoglycaemiaa during study | No vs yes | 0.65 (0.57, 0.75) | <0.0001 |
Change in FPG | Continuous (per 10 mg/dL) | 0.99 (0.98, 1.00) | 0.19 0.19 |
Continuous (per 1 mmol/L)a | 0.99 (0.97, 1.01) | ||
Change in 2‐h SMPG (all meals) | Continuous (per 10 mg/dL) | 1.00 (0.99, 1.01) | 0.76 0.76 |
Continuous (per 1 mmol/L)a | 1.00 (0.97, 1.02) | ||
Change in body weight | Continuous (per 1.0 kg) | 0.92 (0.90, 0.94) | <0.0001 |
Final Gla‐100 dose | Continuous (per 0.1 U/kg) | 0.93 (0.91, 0.96) | <0.0001 |
Multivariable analysis model using categorical and continuous variables | |||
Sex | Women vs men | 0.76 (0.64, 0.91) | 0.0021 |
Diabetes duration | ≥10 vs <10 y | 0.63 (0.53, 0.75) | <0.0001 |
HbA1c at baseline | ≥8.5 vs <8.5%b | 0.38 (0.32, 0.45) | <0.0001 |
2‐h SMPG at baseline (all meals) | ≥11.7 vs <11.7 mmol/Ld | 0.73 (0.61, 0.87) | 0.0005 |
Body weight at baseline | ≥83.0 vs <83.0 kg | 1.29 (1.09, 1.54) | 0.0034 |
Sulfonylurea use during study | Yes vs no | 0.59 (0.49, 0.71) | <0.0001 |
Change in body weight | Continuous (per 1.0 kg) | 0.94 (0.91, 0.96) | <0.0001 |
Hypoglycaemiaa during study | No vs yes | 0.62 (0.53, 0.74) | <0.0001 |
Multivariable analysis model using continuous variables | |||
Sex | Women vs men | 0.70 (0.60, 0.83) | <0.0001 |
Diabetes duration | Per year | 0.96 (0.95, 0.98) | <0.0001 |
HbA1c at baseline | Per 1 mmol/mol | 0.94 (0.94, 0.95) | <0.0001 |
Per 1%‐unit | 0.53 (0.48, 0.60) | <0.0001 | |
FPG at baseline | Per 1 mmol/L | 1.06 (1.02, 1.11) | 0.003 |
Per 1 mg/dL | 1.00 (1.00, 1.01) | 0.0023 | |
2‐h SMPG at baseline (all meals) | Per 1 mmol/L | 0.93 (0.90, 0.96) | <0.0001 |
Per 1 mg/dL | 1.00 (0.99, 1.00) | 0.0005 | |
BMI at baseline | Per 5.0 kg/m2 | 1.19 (1.08, 1.31) | 0.0003 |
Change in body weight | Per 1.0 kg | 0.94 (0.92, 0.97) | <0.0001 |
Hypoglycaemiaa during study | No vs yes | 0.64 (0.54, 0.76) | <0.0001 |
Abbreviations: BMI, body mass index; CI, confidence interval; FPG, fasting plasma glucose; Gla‐100, glargine 100 U/mL; HbA1c, glycated haemoglobin A1c; PG, plasma glucose; SMPG, self‐monitored plasma glucose.
For multivariable analysis, n = 2626 patients were included. Outcomes of univariable and multivariable analysis using standardized predictors are shown in Table S2.
Confirmed with PG <3.9 mmol/L or severe hypoglycaemia.
≥69 vs <69 mmol/mol.
≥200 vs <200 mg/dL.
≥210 vs <210 mg/dL.