Introduction
Subjects and methods
Paticipants and variables
Exposure variable and outcomes
Co-variables
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Age at consent: artificially categorized as “higher” and “lower” by median values
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Gender: male and females
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CKD stages at baseline: according to the National Kidney Foundation criteria [16] ie Stage 1 if estimated glomerular filtration rate (eGFR) ≥90 ml/min; Stage 2 if eGFR≥60 & < 90; Stage 3A if eGFR≥45 & < 60; Stage 3B if eGFR≥30 & < 45; Stage 4 if eGFR≥15 & < 30 and Stage 5 if eGFR< 15.
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Primary renal diagnoses: the etiology of CKD patients was examined based on their clinical summary. Diagnoses were then categorized as glomerulonephritis (GN), genetic renal disease (GRD), diabetic nephropathy (DN), renovascular disease, others and uncertain groups.
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Major categories of comorbidities available in the cohort included: cancer (all types), diabetes, peripheral vascular disease (PVD), chronic lung disease, coronary artery disease (CAD) and all other cardiovascular disease (CVD).
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Socioeconomic status: the Socio-Economic Indexes for Areas (SEIFA) Index of Relative Socio-economic Disadvantage (IRSD) scores and deciles are produced by the Australian Bureau of Statistics to measure socio-economic status by postcodes [17]. In the analysis, IRSD scores were grouped into quintiles (i.e. highest, high, middle, low and lowest) where the highest quintile represents postcodes with the highest IRSD scores (the least disadvantaged areas) and the lowest quintile represents postcodes with the lowest IRSD scores (the most disadvantage areas).
Statistical analyses
Ethical approval
Results
Sample size and characteristics of cohort
Profiles of overweight and obesity
Normal weight | Overweight | Mild obesity | Moderate obesity + | All | ||
---|---|---|---|---|---|---|
(n = 632) | (n = 1001) | (n = 840) | (n = 871) | p value | (n = 3344) | |
Mean age, yr. (SD) | 64.4 (19.1) | 66.5 (15.9) | 65.3 (14.8) | 62.6 (13.0) | p < 0.001 | 68.0 (15.7) |
Gender, n (%) | ||||||
Male | 304 (17.1) | 583 (32.8) | 486 (27.4) | 404 (22.7) | P < 0.001 | 1777 (100.0) |
Female | 328 (20.9) | 418 (26.7) | 354 (22.6) | 467 (29.8) | P < 0.001 | 1567 (100.0) |
CKD stages, n (%) | ||||||
Stage 1 | 46 (19.5) | 68 (28.8) | 59 (25.0) | 63 (26.7) | p = 0.2115 | 236 (100.0) |
Stage 2 | 60 (15.1) | 120 (30.2) | 100 (25.2) | 117 (29.5) | p < 0.001 | 397 (100.0) |
Stage 3A | 107 (17.7) | 180 (29.8) | 168 (27.8) | 149 (24.7) | p < 0.001 | 604 (100.0) |
Stage 3B | 181 (17.0) | 321 (30.1) | 271 (25.4) | 295 (27.6) | p < 0.001 | 1068 (100.0) |
Stage 4 | 181 (22.1) | 243 (30.0) | 190 (23.2) | 204 (24.9) | p = 0.01 | 818 (100.0) |
Stage 5 | 57 (25.8) | 69 (31.2) | 52 (23.5) | 43 (19.5) | p = 0.094 | 221 (100.0) |
PRD, n (%) | ||||||
Glomerulonephritis | 82 (19.2) | 140 (32.7) | 110 (25.7) | 96 (22.4) | p < 0.001 | 428 (100.0) |
Genetic renal disease | 58 (29.3) | 75 (37.9) | 36 (18.2) | 29 (14.7) | p < 0.001 | 198 (100.0) |
Diabetic nephropathy | 82 (10.3) | 162 (20.3) | 224 (28.0) | 331 (41.4) | p < 0.001 | 799 (100.0) |
Renovascular disease | 202 (19.9) | 342 (33.7) | 255 (25.1) | 216 (21.3) | p < 0.001 | 1015 (100.0) |
Uncertain | 48 (27.6) | 54 (31.0) | 35 (20.1) | 37 (21.2) | p < 0.001 | 174 (100.0) |
Others | 160 (21.9) | 228 (31.2) | 180 (24.7) | 162 (22.2) | p = 0.1309 | 730 (100.0) |
Diabetes, n (%) | ||||||
Yes | 167 (10.9) | 366 (23.9) | 428 (27.9) | 572 (37.3) | p < 0.001 | 1533 (100.0) |
No | 465 (25.7) | 634 (35.1) | 411 (22.7) | 299 (16.5) | p < 0.001 | 1809 (100.0) |
Cancer, N (%) | ||||||
Yes | 144 (19.9) | 234 (32.3) | 177 (24.5) | 169 (23.3) | p < 0.001 | 724 (100.0) |
No | 478 (18.9) | 739 (29.2) | 634 (25.0) | 682 (26.9) | p < 0.001 | 2533 (100.0) |
PVD, n (%) | ||||||
Yes | 70 (20.5) | 99 (29.0) | 83 (24.3) | 90 (26.3) | p = 0.1543 | 342 (100.0) |
No | 552 (18.9) | 874 (30.0) | 728 (25.0) | 761 (26.1) | p < 0.001 | 2915 (100.0) |
Chronic lung disease | ||||||
Yes | 143 (19.1) | 221 (29.5) | 170 (22.7) | 216 (28.8) | p < 0.001 | 750 (100.0) |
No | 489 (18.9) | 778 (30.0) | 669 (25.8) | 655 (25.3) | p < 0.001 | 2591 (100.0) |
CAD | ||||||
Yes | 150 (17.9) | 239 (28.6) | 221 (26.4) | 226 (27.0) | p < 0.001 | 836 (100.0) |
No | 482 (19.2) | 762 (30.4) | 619 (24.7) | 645 (25.7) | p < 0.001 | 2508 (100.0) |
All other CVD | ||||||
Yes | 247 (18.5) | 389 (29.1) | 319 (23.8) | 383 (28.6) | p < 0.001 | 1338 (100.0) |
No | 385 (19.2) | 612 (30.5) | 521 (26.0) | 488 (24.3) | p < 0.001 | 2006 (100.0) |
IRSD quintiles, n (%) | ||||||
Lowest | 109 (13.9) | 230 (29.3) | 205 (26.1) | 242 (30.8) | p < 0.001 | 786 (100.0) |
Low | 116 (17.1) | 215 (31.6) | 163 (24.0) | 186 (27.4) | p < 0.001 | 680 (100.0) |
Middle | 144 (19.8) | 209 (28.7) | 211 (29.0) | 164 (22.5) | p < 0.001 | 728 (100.0) |
High | 152 (22.6) | 197 (29.3) | 156 (23.2) | 168 (25.0) | p = 0.061 | 673 (100.0) |
Highest | 77 (24.8) | 97 (31.2) | 72 (23.2) | 65 (20.9) | p = 0.063 | 311 (100.0) |
Association of overweight or obesity with mortality and starting RRT
Variables | HRs | 95% CI |
p
| |
---|---|---|---|---|
BMI categories | ||||
Normal BMI | Reference group | |||
Overweight | 0.65 | 0.45 | 0.92 | 0.016 |
Mild obesity | 0.60 | 0.40 | 0.90 | 0.013 |
Moderate obesity+ | 0.77 | 0.50 | 1.19 | 0.239 |
Age > =68 years | 2.33 | 1.64 | 3.32 | < 0.001 |
CKD stage | ||||
Stage 1 | Reference group | |||
Stage 2 | 2.17 | 0.26 | 17.90 | 0.471 |
Stage 3A | 3.22 | 0.43 | 24.39 | 0.257 |
Stage 3B | 3.22 | 0.44 | 23.77 | 0.252 |
Stage 4 | 5.43 | 0.74 | 39.88 | 0.096 |
Stage 5 | 3.96 | 0.53 | 29.63 | 0.181 |
Primary renal diagnoses | ||||
Glomerulonephritis | Reference group | |||
Genetic renal disease | 2.65 | 0.74 | 9.53 | 0.136 |
Diabetic nephropathy | 4.15 | 1.72 | 9.99 | 0.002 |
Renovascular disease | 3.90 | 1.67 | 9.10 | 0.002 |
Cancer | 1.34 | 1.01 | 1.78 | 0.041 |
Diabetes | 1.21 | 0.85 | 1.70 | 0.288 |
PVD | 1.48 | 1.07 | 2.04 | 0.017 |
Chronic lung disease | 1.14 | 0.86 | 1.52 | 0.374 |
CAD | 1.78 | 1.32 | 2.40 | < 0.001 |
All other CVD | 1.24 | 0.89 | 1.71 | 0.203 |
IRSD quintiles | ||||
Lowest | Reference group | |||
Low | 0.93 | 0.63 | 1.37 | 0.718 |
Middle | 0.60 | 0.40 | 0.90 | 0.014 |
High | 0.60 | 0.40 | 0.91 | 0.015 |
Highest | 0.52 | 0.32 | 0.86 | 0.011 |
Variables | HRs | 95% CI |
p
| |
---|---|---|---|---|
BMI categories | ||||
Normal BMI | Reference group | |||
Overweight | 0.96 | 0.62 | 1.50 | 0.864 |
Mild obesity | 0.94 | 0.59 | 1.49 | 0.792 |
Moderate obesity+ | 0.96 | 0.60 | 1.53 | 0.865 |
Age > =68 years | 2.00 | 1.37 | 2.93 | < 0.001 |
CKD stage | ||||
Stage 1 | Reference group | |||
Stage 2 | 3.89 | 0.48 | 31.63 | 0.204 |
Stage 3A | 3.85 | 0.48 | 30.86 | 0.205 |
Stage 3B | 5.10 | 0.68 | 38.17 | 0.113 |
Stage 4 | 8.45 | 1.14 | 62.72 | 0.037 |
Stage 5 | 9.93 | 1.31 | 75.45 | 0.027 |
Primary renal diagnoses | ||||
Glomerulonephritis | Reference group | |||
Genetic renal disease | 0.35 | 0.08 | 1.59 | 0.175 |
Diabetic nephropathy | 0.90 | 0.43 | 1.86 | 0.769 |
Renovascular disease | 0.67 | 0.34 | 1.34 | 0.263 |
Cancer | 1.76 | 1.25 | 2.46 | 0.001 |
Diabetes | 1.53 | 1.02 | 2.29 | 0.042 |
PVD | 1.46 | 0.94 | 2.26 | 0.093 |
Chronic lung disease | 1.35 | 0.95 | 1.92 | 0.096 |
CAD | 1.40 | 0.98 | 2.00 | 0.068 |
All other CVD | 1.54 | 1.09 | 2.18 | 0.015 |
IRSD quintiles | ||||
Lowest | Reference group | |||
Low | 0.86 | 0.52 | 1.40 | 0.534 |
Middle | 0.81 | 0.52 | 1.25 | 0.338 |
High | 0.88 | 0.56 | 1.37 | 0.572 |
Highest | 0.76 | 0.42 | 1.37 | 0.369 |
Variables | HRs | 95% CI |
p
| |
---|---|---|---|---|
BMI categories | ||||
Normal BMI | Reference group | |||
Overweight | 1.15 | 0.71 | 1.86 | 0.579 |
Mild obesity | 0.99 | 0.59 | 1.66 | 0.970 |
Moderate obesity+ | 0.95 | 0.56 | 1.61 | 0.858 |
Age > =68 years | 0.26 | 0.17 | 0.39 | < 0.001 |
CKD stage | ||||
Stage 1 + 2 | Reference group | |||
Stage 3A + 3B | 7.95 | 1.05 | 60.26 | 0.045 |
Stage 4 + 5 | 81.76 | 11.32 | 590.52 | < 0.001 |
Primary renal diagnoses | ||||
Glomerulonephritis | Reference group | |||
Genetic renal disease | 1.52 | 0.69 | 3.34 | 0.299 |
Diabetic nephropathy | 1.89 | 0.94 | 3.84 | 0.076 |
Renovascular disease | 1.27 | 0.65 | 2.47 | 0.478 |
Cancer | 0.73 | 0.43 | 1.23 | 0.236 |
Diabetes | 0.95 | 0.56 | 1.61 | 0.842 |
PVD | 1.09 | 0.67 | 1.76 | 0.737 |
Chronic lung disease | 0.92 | 0.58 | 1.45 | 0.721 |
CAD | 0.67 | 0.43 | 1.03 | 0.069 |
All other CVD | 0.98 | 0.65 | 1.47 | 0.913 |
IRSD quintiles | ||||
Lowest | Reference group | |||
Low | 1.02 | 0.61 | 1.71 | 0.949 |
Middle | 0.82 | 0.51 | 1.33 | 0.419 |
High | 0.88 | 0.50 | 1.53 | 0.648 |
Highest | 0.77 | 0.42 | 1.42 | 0.403 |
Variables | HRs | 95% CI |
p
| |
---|---|---|---|---|
BMI categories | ||||
Normal BMI | Reference group | |||
Overweight | 0.88 | 0.44 | 1.76 | 0.727 |
Mild obesity | 0.94 | 0.47 | 1.88 | 0.862 |
Moderate obesity+ | 0.65 | 0.33 | 1.29 | 0.219 |
Age > =68 years | 0.19 | 0.10 | 0.37 | < 0.001 |
CKD stage | ||||
Stage 1 + 2 | Reference group | |||
Stage 3A + 3B | 3.35 | 0.37 | 30.42 | 0.283 |
Stage 4 + 5 | 62.27 | 8.44 | 459.66 | < 0.001 |
Primary renal diagnoses | ||||
Glomerulonephritis | Reference group | |||
Genetic renal disease | 1.28 | 0.48 | 3.37 | 0.622 |
Diabetic nephropathy | 2.47 | 0.86 | 7.09 | 0.092 |
Renovascular disease | 0.96 | 0.36 | 2.59 | 0.938 |
Cancer | 0.98 | 0.47 | 2.04 | 0.953 |
Diabetes | 0.52 | 0.24 | 1.14 | 0.102 |
PVD | 0.81 | 0.33 | 1.95 | 0.635 |
Chronic lung disease | 1.30 | 0.70 | 2.40 | 0.412 |
CAD | 0.65 | 0.29 | 1.43 | 0.280 |
All other CVD | 0.96 | 0.53 | 1.73 | 0.890 |
IRSD quintiles | ||||
Lowest | Reference group | |||
Low | 0.87 | 0.40 | 1.90 | 0.733 |
Middle | 0.72 | 0.36 | 1.44 | 0.351 |
High | 1.01 | 0.50 | 2.05 | 0.969 |
Highest | 1.27 | 0.48 | 3.41 | 0.630 |