| Literature DB >> 27108247 |
Marwa A Sabe1, Brian Claggett2, Emmanuel A Burdmann3, Akshay S Desai2, Peter Ivanovich4, Reshma Kewalramani5, Eldrin F Lewis2, John J V McMurray6, Kurt A Olson5, Patrick Parfrey7, Scott D Solomon2, Marc A Pfeffer2.
Abstract
BACKGROUND: Although clear evidence shows that chronic kidney disease is a predictor of cardiovascular events, death, and accelerated coronary artery disease (CAD) progression, it remains unknown whether CAD is a predictor of progression of chronic kidney disease to end-stage renal disease. We sought to assess whether CAD adds prognostic information to established predictors of progression to dialysis in patients with chronic kidney disease, diabetes, and anemia. METHODS ANDEntities:
Keywords: coronary disease; diabetes mellitus; kidney
Mesh:
Substances:
Year: 2016 PMID: 27108247 PMCID: PMC4859277 DOI: 10.1161/JAHA.115.002850
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Baseline Characteristics of Patients With and Without Known CAD
| Variable | Known CAD (n=1791) | No Known CAD (n=2247) |
|
|---|---|---|---|
| Demographics and exam | |||
| Age (y), mean (SD) | 70 (9.0) | 65 (11.0) | <0.001 |
| Male sex, n (%) | 874 (48.8) | 852 (37.9) | <0.001 |
| Race, n (%) | <0.001 | ||
| White | 1301 (72.6) | 1269 (56.5) | |
| Black | 292 (16.3) | 523 (23.3) | |
| Other | 198 (11.1) | 455 (20.3) | |
| Smoking history | <0.001 | ||
| Never | 901 (50.3) | 1366 (60.8) | |
| Current | 79 (4.4) | 125 (5.6) | |
| Past | 811 (45.3) | 756 (33.6) | |
| Blood pressure (mm Hg), mean (SD) | |||
| Systolic | 134 (19.0) | 137 (19.0) | <0.001 |
| Diastolic | 71 (11.0) | 73 (11.0) | <0.001 |
| BMI (kg/m2), mean (SD) | 31.4 (6.9) | 31.6 (7.8) | 0.30 |
| Medical history, n (%) | |||
| Cardiovascular disease | |||
| Angina | 664 (37.1) | 82 (3.7) | <0.001 |
| MI | 741 (41.4) | 0 | N/A |
| HF | 962 (53.7) | 385 (17.1) | <0.001 |
| CABG | 571 (31.9) | 0 | N/A |
| PCI | 367 (20.5) | 0 | N/A |
| Valvular heart disease | 243 (13.6) | 105 (4.7) | <0.001 |
| AICD | 53 (3.0) | 4 (0.2) | <0.001 |
| Atrial fibrillation | 309 (17.3) | 116 (5.2) | <0.001 |
| Cerebrovascular disease | |||
| Stroke | 276 (15.4) | 171 (7.6) | <0.001 |
| TIA | 162 (9.0) | 103 (4.6) | <0.001 |
| Peripheral arterial disease | 499 (27.9) | 280 (12.5) | <0.001 |
| History of hypertension | 1698 (94.8) | 2033 (90.5) | <0.001 |
| History of AKI | 218 (12.2) | 177 (7.9) | <0.001 |
| Duration of diabetes (years), median (IQR) | 15.9 (8.6, 22.7) | 15.1 (8.1, 21.1) | 0.001 |
| Laboratory indices | |||
| Ferritin (μg/L), median (IQR) | 132 (68, 253) | 134 (66, 261) | 0.90 |
| Transferrin saturation, mean (SD) | 0.24 (0.10) | 0.24 (0.09) | 0.35 |
| BUN (mg/dL), mean (SD) | 42.9 (17.6) | 42.0 (16.6) | 0.11 |
| eGFR (/10 mL/min/1.73 m2), mean (SD) | 35.2 (11.7) | 35.1 (12.0) | 0.93 |
| Protein/creatinine ratio (g/g), median (IQR) | 0.3 (0.1, 1.3) | 0.5 (0.1, 2.3) | <0.001 |
| Proteinuria (protein/creatinine ratio >1 g/g), n (%) | 523 (29.2) | 874 (38.9) | <0.001 |
| Albumin (g/dL), mean (SD) | 4.0 (0.4) | 3.9 (0.5) | <0.001 |
| Hemoglobin (g/dL), mean (SD) | 10.4 (1.0) | 10.3 (1.0) | 0.11 |
| Hemoglobin A1c, mean (SD) | 7.2 (1.4) | 7.4 (1.6) | <0.001 |
| Total cholesterol (mg/dL), mean (SD) | 170.6 (52.2) | 182.8 (52.0) | <0.001 |
| LDL (mg/dL), mean (SD) | 86.3 (38.2) | 95.4 (40.7) | <0.001 |
| HDL (mg/dL), mean (SD) | 46.3 (13.8) | 49.8 (15.7) | <0.001 |
| Triglycerides (mg/dL), median (IQR) | 153 (108, 227) | 156 (111, 233) | 0.19 |
| CRP category, n (%) | 0.02 | ||
| ≤3.0 mg/dL | 894 (49.9) | 1218 (54.2) | |
| >3.0 to <6.6 mg/dL | 426 (23.8) | 480 (21.4) | |
| ≥6.6 mg/dL | 471 (26.3) | 549 (24.4) | |
| Medications, n (%) | |||
| Insulin | 896 (50.3) | 1093 (48.6) | 0.38 |
| Oral hypoglycemic (oral antidiabetic agents) | 1002 (55.9) | 1291 (57.5) | 0.34 |
| ACEI or ARB | 1388 (77.5) | 1835 (81.7) | <0.001 |
| Beta blocker | 1131 (63.1) | 859 (38.2) | <0.001 |
| Aldosterone receptor antagonist | 139 (7.8) | 70 (3.1) | <0.001 |
| Statin | 1200 (67.0) | 1164 (51.8) | <0.001 |
| Aspirin | 934 (52.1) | 779 (34.7) | <0.001 |
| Oral iron | 1211 (67.7) | 1388 (61.9) | <0.001 |
| Treatment with darbepoetin, n (%) | 870 (48.6) | 1142 (50.8) | 0.16 |
ACEI indicates angiotensin converting enzyme inhibitor; AICD, automatic implantable cardioverter defibrillator; AKI, acute kidney injury; ARB, angiotensin receptor blocker; BMI, body mass index; BUN, blood urea nitrogen; CABG, coronary artery bypass grafting; CAD, coronary artery disease; CRP, C‐reactive protein; eGFR, estimated glomerular filtration rate; HDL, high‐density lipoprotein; HF, heart failure; IQR, interquartile range; LDL, low‐density lipoprotein; MI, myocardial infarction; N/A, not available; PCI, percutaneous coronary intervention; TIA, transient ischemic attack.
Multivariable Models for Renal Outcomes
| Variable | ESRD | ESRD or Death | ||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| Known CAD | 1.20 (1.01–1.42) | 0.041 | 1.15 (1.01–1.30) | 0.031 |
| Age | 1.00 (0.99–1.00) | 0.432 | 1.02 (1.01–1.02) | <0.001 |
| Male sex | 1.69 (1.44–1.99) | <0.001 | 1.42 (1.26–1.59) | <0.001 |
| Race (referent: white) | ||||
| Black | 1.72 (1.43–2.08) | <0.001 | 1.27 (1.10–1.47) | 0.001 |
| Other | 1.00 (0.81–1.25) | 0.966 | 0.92 (0.77–1.08) | 0.312 |
| BMI, per 10 kg/m2 | 0.81 (0.71–0.92) | 0.001 | 0.80 (0.74–0.88) | <0.001 |
| Insulin use | 1.15 (0.97–1.36) | 0.112 | 1.14 (1.00–1.29) | 0.042 |
| eGFR, per 10 mL/min/1.73 m2 | 0.52 (0.47–0.58) | <0.001 | 0.77 (0.71–0.82) | <0.001 |
| BUN, per 10 mg/dL | 1.12 (1.06–1.17) | <0.001 | 1.08 (1.04–1.13) | <0.001 |
| Log (UPCR) | 1.87 (1.73–2.02) | <0.001 | 1.42 (1.35–1.49) | <0.001 |
| Albumin, per 1 g/dL | 0.70 (0.58–0.84) | <0.001 | 0.61 (0.53–0.70) | <0.001 |
| Prior stroke | 1.17 (0.91–1.50) | 0.211 | 1.30 (1.11–1.53) | 0.002 |
| Prior PAD | 1.10 (0.90–1.35) | 0.355 | 1.13 (0.98–1.30) | 0.084 |
| Prior HF | 1.30 (1.09–1.56) | 0.004 | 1.49 (1.31–1.69) | <0.001 |
| History of arrhythmia | 1.17 (0.93–1.48) | 0.189 | 1.27 (1.09–1.48) | 0.002 |
| Hemoglobin, per 1 g/dL | 0.95 (0.88–1.03) | 0.188 | 0.95 (0.90–1.00) | 0.073 |
| Log (ferritin) | 1.10 (1.01–1.19) | 0.030 | 1.04 (0.98–1.11) | 0.202 |
| CRP (referent: ≤3.0 mg/L) | ||||
| CRP 3.1–6.5 mg/L | 1.13 (0.93–1.37) | 0.229 | 1.16 (1.00–1.34) | 0.044 |
| CRP ≥6.6 mg/L | 1.31 (1.08–1.58) | 0.006 | 1.42 (1.24–1.63) | <0.001 |
| History of acute kidney injury | 1.32 (1.05–1.66) | 0.019 | 1.22 (1.03–1.45) | 0.023 |
| Systolic blood pressure | 1.00 (1.00–1.01) | 0.248 | 1.00 (1.00–1.00) | 0.763 |
| Duration of T2DM | 1.00 (1.00–1.00) | 0.109 | 1.00 (1.00–1.00) | 0.835 |
| Treatment with darbepoetin | 1.08 (0.93–1.26) | 0.321 | 1.12 (1.00–1.25) | 0.044 |
BMI indicates body mass index; BUN, blood urea nitrogen; CAD, coronary artery disease; CRP, C‐reactive protein; eGFR, estimated glomerular filtration rate; ESRD, end‐stage renal disease; HF, heart failure; HR, hazard ratio; PAD, peripheral artery disease; T2DM, type 2 diabetes mellitus; UPCR, urine protein/creatinine ratio.
Figure 1The association between CAD, proteinuria, eGFR and renal outcomes. A history of known CAD contributes to proteinuria and eGFR as a risk factor for progression to ESRD and ESRD or death. Proteinuria is represented as a categorical variable divided at a PCR of 1. eGFR is represented as a categorical variable divided at the median, 33.8 mL/min per 1.73 m2. An interaction term for CAD and proteinuria was added to the final renal multivariable model and found to be nonsignificant for the outcomes of ESRD (P=0.23) and ESRD or death (P=0.10). Similarly, the interaction terms for eGFR and CAD were found to be nonsignificant in the final multivariable model for both outcomes (ESRD, P=0.44; ESRD or death, P=0.59). CAD indicates coronary artery disease; eGFR, estimated glomerular filtration rate; ESRD, end‐stage renal disease; PCR, protein/creatinine ratio.
Association Between Known CAD and Outcomes
| Outcome | Participants With Event, n (%), Incidence Rate Per 100 Person‐Years | Unadjusted HR (95% CI) | Adjusted HR (95% CI) | |
|---|---|---|---|---|
| Known CAD (n=1791) | No Known CAD (n=2247) | |||
| Model 1 | ||||
| ESRD |
293 (16.4%) |
375 (16.7%) |
1.03 (0.89–1.21) |
1.20 (1.01–1.42) |
| Death or ESRD |
634 (35.4%) |
636 (28.3%) |
1.32 (1.18–1.47) |
1.15 (1.01–1.30) |
| Model 2 | ||||
| All‐cause death |
444 (24.8%) |
363 (16.2%) |
1.61 (1.40–1.85) |
1.02 (0.87–1.20) |
| Noncardiovascular death |
143 (8.0%) |
155 (6.9%) |
1.21 (0.96–1.52) |
0.77 (0.60–1.00) |
| Cardiovascular death |
301 (16.8%) |
208 (9.3%) |
1.91 (1.60–2.28) |
1.21 (0.99–1.48) |
CAD indicates coronary artery disease; ESRD, end‐stage renal disease; HR, hazard ratio.
Model 1 covariates: age, sex, race, body mass index, insulin use, estimated glomerular filtration rate, blood urea nitrogen, log urine protein/creatinine ratio, albumin, history of stroke, history of peripheral artery disease, history of heart failure, arrhythmia, hemoglobin, log ferritin, C‐reactive protein, history of acute renal failure, duration of diabetes, systolic blood pressure, and treatment with darbepoetin (renal model,15 plus duration of type 2 diabetes mellitus, systolic blood pressure, and treatment with darbepoetin).
Model 2 covariates: age, race, sex, history of heart failure, log urine protein/creatinine ratio, C‐reactive protein, abnormal ECG, serum albumin, arrhythmia, hemoglobin A1c, reticulocytes, blood urea nitrogen, insulin use, cerebrovascular disease, loop diuretics, hemoglobin level, and treatment with darbepoetin (cardiovascular model).14
Multivariable Model for Renal Outcomes After Including Patients With Angina
| Variable | ESRD Model | ESRD or Death | ||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| Known CAD | 1.22 (1.03–1.45) | 0.023 | 1.17 (1.03–1.32) | 0.017 |
| Age | 1.00 (0.99–1.00) | 0.411 | 1.02 (1.01–1.02) | <0.001 |
| Male sex | 1.69 (1.44–1.99) | <0.001 | 1.41 (1.26–1.59) | <0.001 |
| Race (referent: white) | ||||
| Black | 1.72 (1.43–2.08) | <0.001 | 1.27 (1.10–1.47) | 0.001 |
| Other | 1.01 (0.81–1.25) | 0.0 | 0.92 (0.78–1.09) | 0.318 |
| BMI, per 10 kg/m2 | 0.81 (0.71–0.92) | 0.001 | 0.80 (0.74–0.88) | <0.001 |
| Insulin use | 1.15 (0.97–1.36) | 0.117 | 1.14 (1.00–1.29) | 0.043 |
| eGFR, per 10 mL/min/1.73 m2 | 0.52 (0.47–0.59) | <0.001 | 0.77 (0.71–0.82) | <0.001 |
| BUN, per 10 mg/dL | 1.12 (1.06–1.17) | <0.001 | 1.09 (1.05–1.13) | <0.001 |
| Log (UPCR) | 1.87 (1.73–2.02) | <0.001 | 1.42 (1.35–1.49) | <0.001 |
| Albumin, per 1 g/dL | 0.70 (0.58–0.84) | <0.001 | 0.61 (0.53–0.70) | <0.001 |
| Prior stroke | 1.16 (0.91–1.49) | 0.231 | 1.30 (1.10–1.53) | 0.002 |
| Prior PAD | 1.10 (0.90–1.34) | 0.368 | 1.13 (0.98–1.30) | 0.085 |
| Prior HF | 1.29 (1.08–1.54) | 0.005 | 1.48 (1.30–1.68) | <0.001 |
| History of arrhythmia | 1.17 (0.92–1.47) | 0.198 | 1.27 (1.09–1.47) | 0.002 |
| Hemoglobin, per 1 g/dL | 0.95 (0.88–1.03) | 0.190 | 0.95 (0.9–1.01) | 0.074 |
| Log (ferritin) | 1.10 (1.01–1.20) | 0.029 | 1.04 (0.98–1.11) | 0.195 |
| C‐reactive protein (referent: ≤3.0 mg/L) | ||||
| CRP 3.1–6.5 mg/L | 1.13 (0.93–1.37) | 0.232 | 1.16 (1.00–1.34) | 0.044 |
| CRP ≥6.6 mg/L | 1.31 (1.08–1.59) | 0.006 | 1.42 (1.24–1.63) | <0.001 |
| History of AKI | 1.31 (1.04–1.65) | 0.021 | 1.22 (1.03–1.44) | 0.024 |
| Systolic blood pressure | 1.00 (1.00–1.01) | 0.252 | 1.00 (1.00–1.00) | 0.758 |
| Duration of T2DM | 1.00 (1.00–1.00) | 0.113 | 1.00 (1.00–1.00) | 0.855 |
| Treatment with darbepoetin | 1.08 (0.92–1.26) | 0.340 | 1.12 (1.00–1.25) | 0.048 |
AKI indicates acute kidney injury; BMI, body mass index; BUN, blood urea nitrogen; CAD, coronary artery disease; CRP, C‐reactive protein; eGFR, estimated glomerular filtration rate; ESRD, end‐stage renal disease; HF, heart failure; HR, hazard ratio; PAD, peripheral artery disease; T2DM, type 2 diabetes mellitus; UPCR, urine protein/creatinine ratio.
Association Between Known CAD and Outcomes After Including Patients With Angina
| Outcome | Participants With Event, n (%), Incidence Rate Per 100 Person‐Years | Unadjusted Model HR (CAD vs No CVD), 95% CI, | Adjusted Model HR (CAD vs No CVD), 95% CI, | |
|---|---|---|---|---|
| Known CAD (n=1873) | No Known CAD (n=2165) | |||
| Model 1 | ||||
| ESRD |
308 (16.4%) |
360 (16.6%) |
1.03 (0.89–1.20) |
1.22 (1.03–1.45) |
| Renal composite |
662 (35.3%) |
608 (28.1%) |
1.31 (1.17–1.46) |
1.17 (1.03–1.32) |
| Model 2 | ||||
| All‐cause death |
466 (24.9%) |
341 (15.8%) |
1.65 (1.43–1.89) |
1.07 (0.92–1.26) |
| Noncardiovascular death |
150 (8.0%) |
148 (6.8%) |
1.22 (0.97–1.53) |
0.79 (0.62–1.02) |
| Cardiovascular death |
316 (16.9%) |
193 (8.9%) |
1.98 (1.65–2.36) |
1.29 (1.06–1.59) |
With inclusion of these 82 patients, CAD was no longer significantly associated with a decreased risk of noncardiovascular death (adjusted HR 0.79, 95% CI 0.62–1.02); however, addition of these patients strengthened the relationship between CAD and cardiovascular death, ESRD, and the composite renal outcome. CAD indicates coronary artery disease; ESRD, end‐stage renal disease; HR, hazard ratio.
Model 1 covariates: age, sex, race, body mass index, insulin use, estimated glomerular filtration rate, blood urea nitrogen, log urine protein/creatinine ratio, albumin, history of stroke, history of peripheral artery disease, history of heart failure, arrhythmia, hemoglobin, log ferritin, C‐reactive protein, history of acute renal failure, duration of diabetes, systolic blood pressure, and treatment with darbepoetin (renal model,15 plus duration of type 2 diabetes mellitus, systolic blood pressure, and treatment with darbepoetin).
Model 2 covariates: age, race, sex, history of heart failure, log urine protein/creatinine ratio, C‐reactive protein, abnormal ECG, serum albumin, arrhythmia, hemoglobin A1c, reticulocytes, blood urea nitrogen, insulin use, cerebrovascular disease, loop diuretics, hemoglobin level, and treatment with darbepoetin (cardiovascular model).14