Table 4 Factors associated with nonresponsiveness to pre-ESRD care based on multiple logistic regression in the crude model, full model (with and without imputation), KFRE (Kidney Failure Risk Estimation), and RCRP (Renal Care Responsiveness Prediction).

From: Prediction of non-responsiveness to pre-dialysis care program in patients with chronic kidney disease: a retrospective cohort analysis

 

N

Crude model

Full model

(N = 3001)

Full model (MI)

(N = 7110)

KFRE

(N = 4080)

RCRP

(N = 3360)

Odds ratio (95% CI)

Odds ratio (95% CI)

Odds ratio (95% CI)

Odds ratio (95% CI)

Odds ratio (95% CI)

Demographic

Age

7110

1.000 (0.996, 1.003)

1.001 (0.993, 1.008)

0.997 (0.992, 1.003)

0.999 (0.994, 1.005)

0.994 (0.988, 1.000)

Male

7110

1.082 (0.977, 1.199)

1.178 (0.966, 1.437)

1.100 (0.963, 1.256)

1.027 (0.893, 1.183)

1.649 (1.382, 1.972)

BMI

6951

1.017 (1.005, 1.029)

1.027 (1.006, 1.048)

1.006 (0.993, 1.021)

  

Smoking, former (Ref: Never)

7110

0.951 (0.781, 1.151)

0.601 (0.382, 0.932)

0.771 (0.583, 1.020)

  

Smoking, current (Ref: Never)

 

1.036 (0.872, 1.227)

0.908 (0.677, 1.212)

0.975 (0.803, 1.184)

  

Alcohol consumption, former (Ref: Never)

7110

1.116 (0.889, 1.394)

1.513 (0.940, 2.446)

1.276 (0.927, 1.757)

  

Alcohol consumption, current (Ref: Never)

 

0.931 (0.700, 1.225)

0.766 (0.449, 1.273)

0.905 (0.668, 1.227)

  

Education level (year), 9 ≤  ~  < 12 (Ref: < 9)

7110

1.024 (0.900, 1.165)

1.012 (0.819, 1.252)

1.020 (0.887, 1.173)

  

Education level (year), 12 ≤  ~  < 16 (Ref: < 9)

 

1.076 (0.931, 1.242)

1.102 (0.848, 1.434)

1.101 (0.929, 1.303)

  

Education level (year), 16 + (Ref: < 9)

 

1.009 (0.845, 1.204)

1.054 (0.757, 1.463)

1.069 (0.871, 1.312)

  

Diabetes

7106

1.602 (1.445, 1.777)

1.419 (1.183, 1.701)

1.445 (1.258, 1.661)

 

1.314 (1.109, 1.557)

Hypertension

7106

1.378 (1.237, 1.536)

0.981 (0.792, 1.216)

1.086 (0.945, 1.248)

 

1.213 (1.011, 1.457)

Cardiovascular disease

7106

1.203 (1.085, 1.334)

1.029 (0.840, 1.259)

1.061 (0.924, 1.219)

  

Medication

NSAIDs

6956

0.983 (0.875, 1.104)

1.154 (0.962, 1.383)

0.918 (0.809, 1.043)

 

1.016 (0.851, 1.212)

Anti-platelet

6956

1.212 (1.090, 1.348)

0.961 (0.784, 1.178)

1.003 (0.876, 1.147)

  

Urate-lowering agents

6956

0.991 (0.882, 1.112)

0.929 (0.768, 1.123)

1.059 (0.930, 1.206)

  

ACEIs/ARBs

6956

1.480 (1.333, 1.643)

1.329 (1.092, 1.619)

1.212 (1.061, 1.384)

  

Trichlorethiazide

6956

1.263 (1.140, 1.399)

0.959 (0.792, 1.160)

1.028 (0.904, 1.169)

  

Pentoxifylline

6956

1.201 (1.069, 1.348)

1.072 (0.897, 1.279)

1.103 (0.968, 1.257)

  

Baseline biochemical parameters

eGFR (mL/min/1.73 m2)

7110

1.001 (0.998, 1.003)

1.000 (0.994, 1.006)

0.988 (0.984, 0.992)

1.010 (1.006, 1.014)

 

Pooled urine PCR (per 100 mg/g cre)

5669

1.013 (1.011, 1.015)

1.013 (1.009, 1.016)

1.007 (0.995, 1.018)

1.014 (1.011, 1.017)

1.016 (1.013, 1.020)

Calcium (mg/dL))

5319

0.977 (0.892, 1.069)

1.020 (0.876, 1.188)

1.052 (0.930, 1.190)

1.135 (1.001, 1.287)

0.962 (0.826, 1.120)

Phosphate (mg/dL)

4935

0.808 (0.756, 0.862)

0.861 (0.773, 0.959)

0.919 (0.843, 1.001)

0.766 (0.704, 0.833)

0.966 (0.870, 1.070)

Serum Albumin (g/dL)

5857

0.713 (0.654, 0.776)

0.901 (0.761, 1.068)

0.793 (0.649, 0.970)

0.885 (0.772, 1.015)

1.074 (0.913, 1.264)

Hemoglobin (g/dL)

5477

1.011 (0.986, 1.036)

0.937 (0.892, 0.983)

0.944 (0.910, 0.980)

 

0.852 (0.814, 0.892)

Serum creatinine (mg/dL)

7110

0.744 (0.715, 0.772)

   

0.485 (0.445, 0.527)

Blood urea nitrogen (mg/dL)

6613

0.986 (0.983, 0.988)

0.971 (0.965, 0.977)

0.969 (0.965, 0.974)

  

Serum uric acid (mg/dL)

6294

0.994 (0.968, 1.021)

1.025 (0.982, 1.070)

1.027 (0.997, 1.059)

  

T-CHO (mg/dL)

6018

1.001 (1.000, 1.002)

0.999 (0.998, 1.001)

1.000 (0.999, 1.002)

  
  1. ACEIs Angiotensin-converting-enzyme inhibitors, ARBs Angiotensin II receptor blockers, BMI body mass index, CI confidence interval, CKD chronic kidney disease, eGFR estimated glomerular filtration rate, ETR event time ratio, ESRD end stage renal disease, NSAID nonsteroidal anti-inflammatory drugs, PCR protein/creatinine ratio, RCRP renal care responsiveness prediction.
  2. Odds ratios labeled in bold are statistically significant at the level of alpha = 0.05.