| Literature DB >> 32410840 |
Wei-Yu Su1, Pei-Yu Wu2,3,4, Jiun-Chi Huang2,3,4, Szu-Chia Chen2,3,4,5, Jer-Ming Chang2,4.
Abstract
Background: Patients with chronic kidney disease (CKD) are associated with high prevalence rates of proteinuria, vascular calcification and cardiomegaly. In this study, we investigated relationships among proteinuria, aortic arch calcification (AoAC) and cardio-thoracic ratio (CTR) in patients with CKD stage 3A-5. In addition, we investigated correlations among proteinuria and decline in renal function, overall and cardiovascular (CV) mortality.Entities:
Keywords: aortic arch calcification; cardio-thoracic ratio; cardiovascular mortality; chronic kidney disease; overall mortality; proteinuria; rapid renal progression
Mesh:
Year: 2020 PMID: 32410840 PMCID: PMC7211152 DOI: 10.7150/ijms.45470
Source DB: PubMed Journal: Int J Med Sci ISSN: 1449-1907 Impact factor: 3.738
Comparison of clinical characteristics according to quartiles of urine protein-to-creatinine ratio (Upcr)
| Characteristics | Quartile 1 (n = 116) | Quartile 2 (n = 124) | Quartile 3 (n = 119) | Quartile 4 (n = 123) | |
|---|---|---|---|---|---|
| Age (year) | 67.7 ± 12.8 | 64.7 ± 12.4 | 65.8 ± 12.5 | 63.8 ± 11.1 | 0.074 |
| Male gender (%) | 67.2 | 65.3 | 57.1 | 45.5*† | 0.002 |
| Smoking (%) | 29.6 | 33.1 | 28.6 | 20.3 | 0.149 |
| Diabetes mellitus (%) | 45.7 | 48.4 | 57.6 | 82.9*†# | < 0.001 |
| Hypertension (%) | 80.2 | 82.3 | 91.5 | 94.3*† | 0.001 |
| Coronary artery disease (%) | 13.8 | 12.2 | 14.5 | 13.0 | 0.958 |
| Cerebrovascular disease (%) | 9.5 | 12.9 | 7.6 | 6.6 | 0.332 |
| Systolic blood pressure (mmHg) | 137.8 ± 19.2 | 139.4 ± 21.9 | 146.0 ± 22.4* | 154.3 ± 24.6*†# | < 0.001 |
| Diastolic blood pressure (mmHg) | 76.9 ± 13.3 | 78.1 ± 13.0 | 79.0 ± 15.3 | 76.9 ± 14.8 | 0.620 |
| Body mass index (kg/m2) | 25.6 ± 3.5 | 25.3 ± 3.9 | 25.5 ± 4.0 | 25.6 ± 4.1 | 0.926 |
| AoAC | 3.5 ± 1.1 | 3.6 ± 0.8 | 3.8 ± 0.8 | 3.8 ± 0.9 | 0.020 |
| CTR (%) | 47.8 ± 5.1 | 48.3 ± 5.2 | 50.5 ± 5.8*† | 51.5 ± 5.8*† | < 0.001 |
| Laboratory parameters | |||||
| Fasting glucose (mg/dL) | 120.3 ± 45.5 | 124.3 ± 52.6 | 123.4 ± 53.3 | 136.9 ± 63.2 | 0.086 |
| Triglyceride (mg/dL) | 121 (90-193.5) | 142 (90-205.5) | 132 (97-187) | 148 (115-208)* | 0.041 |
| Total cholesterol (mg/dL) | 188.4 ± 44.0 | 197.6 ± 56.8 | 193.2 ± 52.2 | 219.0 ± 65.1*†# | < 0.001 |
| Hemoglobin (g/dL) | 12.6 ± 2.0 | 11.4 ± 2.3* | 10.9 ± 2.2* | 10.0 ± 1.8*†# | < 0.001 |
| Baseline eGFR (ml/min/1.73m2) | 34.5 ± 12.0 | 25.9 ± 14.4* | 20.6 ± 12.3*† | 18.7 ± 10.6*† | < 0.001 |
| CKD stage | * | *† | *† | < 0.001 | |
| 3A (%) | 16.4 | 8.1 | 2.5 | 2.4 | |
| 3B (%) | 44.0 | 27.4 | 16.8 | 11.4 | |
| 4 (%) | 37.9 | 37.9 | 42.0 | 41.5 | |
| 5 (%) | 1.7 | 26.6 | 38.7 | 44.7 | |
| Total calcium (mg/dL) | 9.4 ± 0.5 | 9.4 ± 0.9 | 9.2 ± 0.7* | 8.9 ± 0.8*†# | < 0.001 |
| Phosphorous (mg/dL) | 3.6 ± 0.6 | 4.0 ± 1.1* | 4.2 ± 1.0* | 4.5 ± 1.0*† | < 0.001 |
| Calcium-phosphorous product (mg2/dL2) | 34.2 ± 5.6 | 37.5 ± 9.4* | 38.4 ± 8.1* | 39.5 ± 8.9* | < 0.001 |
| Uric acid (mg/dL) | 8.4 ± 2.4 | 8.0 ± 2.0 | 8.2 ± 1.9 | 8.3 ± 2.0 | 0.497 |
| PTH (pg/mL) | 40.6 (29.6-60.8) | 46.1 (26.6-110.2) | 85.8 (49.5-173.3)*† | 118.5 (59.3-222.4)*† | < 0.001 |
| Upcr (mg/g) | 166.5 (93.5-284.2) | 864 (666-1030.6)* | 1975 (1560-2322)*† | 4950 (3435-8211)*†# | < 0.001 |
| Medications | |||||
| ACEI and/or ARB use | 67.2 | 57.3 | 53.8 | 56.1 | 0.164 |
| Calcium-based phosphate binders | 0 | 5.2 | 8.3 | 14.8* | 0.003 |
| Outcome | |||||
| eGFR slope (ml/min/1.73 m2/yr) | -1.31 (-2.16, -0.11) | -1.64 (-3.13, -0.72) | -3.18 (-5.03, -1.52)*† | -4.78 (-7.55, -2.42)*†# | < 0.001 |
| eGFR slope < -3 ml/min/1.73 m2/yr (%) | 14.7 | 25.8 | 52.1*† | 69.9*†# | < 0.001 |
| Progression to dialysis (%) | 4.3 | 25.8* | 47.1*† | 60.2*† | < 0.001 |
| Overall mortality (%) | 8.6 | 18.5 | 18.5 | 25.2* | 0.010 |
| Cardiovascular mortality (%) | 0.9 | 5.6 | 8.4 | 10.6* | 0.015 |
Abbreviations. AoAC, aortic arch calcification; CTR, cardiothoracic ratio; eGFR, estimated glomerular filtration rate; CKD, chronic kidney disease; PTH, parathyroid hormone; Upcr, Urine protein-to-creatinine ratio; ACEI, angiotensin converting enzyme inhibitor; ARB, angiotensin II receptor blocker.
The study patients were stratified into 4 groups according to quartiles of urine protein-to-creatinine ratio.
*p < 0.05 compared with quartile 1; †p < 0.05 compared with quartile 2; #p < 0.05 compared with quartile 3.
Figure 1The estimated glomerular filtration rate (eGFR) slopes among 4 study groups. *p < 0.05 compared quartile 1 of UPCR; †p < 0.05 compared with quartile 2 of UPCR; #p < 0.05 compared with quartile 3 of UPCR.
Determinants of AoAC using multivariable stepwise linear regression analysis in study patients
| Parameter | Multivariate (Stepwise) | |
|---|---|---|
| Unstandardized coefficient β (95% CI) | ||
| Age (per 1 year) | 0.017 (0.008, 0.026) | < 0.001 |
| Calcium-phosphorous product (per 1 mg2/dL2) | 0.020 (0.007, 0.033) | 0.003 |
| PTH (per 1 pg/mL) | -0.001 (-0.002,0) | 0.040 |
| Upcr (log per 1 mg/g) | 0.315 (0.119, 0.511) | 0.002 |
Values expressed as unstandardized coefficient β and 95% confidence interval (CI). Abbreviations are the same as in Table 1.
Adjusted for age, gender, smoking, diabetes mellitus, hypertension, coronary artery disease, cerebrovascular disease, systolic and diastolic blood pressures, body mass index, fasting glucose, log-transformed triglyceride, total cholesterol, hemoglobin, baseline eGFR, total calcium, phosphorous, calcium-phosphorous product, uric acid, PTH, log-transformed UPCR, ACEI/ARB antihypertensive drug and calcium-based phosphate binders use.
Determinants of CTR using multivariate stepwise linear analysis in study patients
| Parameter | Multivariate (Stepwise) | |
|---|---|---|
| Unstandardized coefficient β (95% CI) | ||
| Age (per 1 year) | 0.087 (0.038, 0.135) | 0.001 |
| Male ( | 2.953 (1.692, 4.213) | < 0.001 |
| Coronary artery disease | 1.944 (0.259, 3.630) | 0.024 |
| Cerebrovascular disease | 3.728 (1.665, 5.790) | < 0.001 |
| Body mass index (per 1 kg/m2) | 0.210 (0.055, 0.365) | 0.008 |
| Hemoglobin (per 1 g/dL) | -0.364 (-0.677, -0.050) | 0.023 |
| Uric acid (per 1 mg/dL) | 0.464 (0.185, 0.744) | 0.001 |
| Upcr (log per 1 mg/g) | 1.186 (0.130, 2.242) | 0.028 |
| Calcium-based phosphate binders use | 2.475 (0.175, 4.775) | 0.035 |
Values expressed as unstandardized coefficient β and 95% confidence interval (CI). Abbreviations are the same as in Table 1.
Adjusted for age, gender, smoking, diabetes mellitus, hypertension, coronary artery disease, cerebrovascular disease, systolic and diastolic blood pressures, body mass index, fasting glucose, log-transformed triglyceride, total cholesterol, hemoglobin, baseline eGFR, total calcium, phosphorous, calcium-phosphorous product, uric acid, PTH, log-transformed UPCR, ACEI/ARB antihypertensive drug and calcium-based phosphate binders use.
Determinants of eGFR slope using multivariable stepwise linear regression analysis in study patients
| Parameter | Multivariate (Stepwise) | |
|---|---|---|
| Unstandardized coefficient β (95% CI) | ||
| Diastolic blood pressure (per 1 mmHg) | 0.030 (0.005, 0.055) | 0.019 |
| Uric acid (per 1 mg/dL) | -0.185 (-0.651, -0.019) | 0.029 |
| Upcr (log per 1 mg/g) | -2.398 (-2.965, -1.831) | < 0.001 |
Values expressed as unstandardized coefficient β and 95% confidence interval (CI). Abbreviations are the same as in Table 1.
Adjusted for age, gender, smoking, diabetes mellitus, hypertension, coronary artery disease, cerebrovascular disease, systolic and diastolic blood pressures, body mass index, fasting glucose, log-transformed triglyceride, total cholesterol, hemoglobin, baseline eGFR, total calcium, phosphorous, calcium-phosphorous product, uric acid, PTH, log-transformed UPCR, ACEI/ARB antihypertensive drug and calcium-based phosphate binders use.
Relation of UPCR quartiles and log-transformed UPCR to progression to dialysis, overall and cardiovascular mortality using multivariate forward Cox proportional hazards model in study patients
| Parameters | Commencement of dialysis | Overall mortality | Cardiovascular mortality | |||
|---|---|---|---|---|---|---|
| Hazard ratio (95% CI) | Hazard ratio (95% CI) | Hazard ratio (95% CI) | ||||
| Model 1 | ||||||
| Quartile 1 of UPCR | Reference | Reference | Reference | |||
| Quartile 2 of UPCR | 3.476 (0.769-15.708) | 0.105 | 1.844 (0.626-5.428) | 0.267 | 3.853 (0.428-34.713) | 0.229 |
| Quartile 3 of UPCR | 6.731 (1.531-29.600) | 0.012 | 3.452 (1.179-10.109) | 0.024 | 11.741 (1.422-96.935) | 0.022 |
| Quartile 4 of UPCR | 6.639 (1.466-30.075) | 0.014 | 4.845 (1.805-12.999) | 0.002 | 12.974 (1.642-102.481) | 0.015 |
| Model 2 | ||||||
| UPCR (log per 1 mg/g) | 2.538 (1.375-4.685) | 0.003 | 2.292 (1.329-3.953) | 0.003 | 3.195 (1.393-7.325) | 0.006 |
Values expressed as hazard ratio and 95% confidence interval (CI). Abbreviations are the same as in Table 1.
Multivariate model 1: adjusted for age, gender, smoking, diabetes mellitus, hypertension, coronary artery disease, cerebrovascular disease, systolic and diastolic blood pressures, body mass index, fasting glucose, log-transformed triglyceride, total cholesterol, hemoglobin, baseline CKD stage, total calcium, phosphorous, calcium-phosphorous product, uric acid, PTH, log-transformed UPCR, ACEI/ARB antihypertensive drug and calcium-based phosphate binders use.
Multivariate model 2: adjusted for age, gender, smoking, diabetes mellitus, hypertension, coronary artery disease, cerebrovascular disease, systolic and diastolic blood pressures, body mass index, fasting glucose, log-transformed triglyceride, total cholesterol, hemoglobin, baseline CKD stage, total calcium, phosphorous, calcium-phosphorous product, uric acid, PTH, log-transformed UPCR, ACEI/ARB antihypertensive drug and calcium-based phosphate binders use.
Figure 2Kaplan-Meier analyses of dialysis-free survival (log-rank p < 0.001) among 4 study groups. The group with quartile 2, quartile 3, and quartile 4 of UPCR had worse dialysis-free survival than that with quartile 1 of UPCR.
Figure 3Kaplan-Meier analyses of overall survival (log-rank p = 0.021) among 4 study groups. The group with quartile 4 of UPCR had worse overall survival than that with quartile 1 of UPCR.
Figure 4Kaplan-Meier analyses of cardiovascular survival (log-rank p = 0.019) among 4 study groups. The group with quartile 3 and quartile 4 of UPCR had worse overall survival than that with quartile 1 of UPCR.