| Literature DB >> 29318218 |
Satoshi Higuchi1, Izaya Nakaya1, Kazuhiro Yoshikawa1, Yoichiro Chikamatsu1, Ken-Ei Sada2, Suguru Yamamoto3, Satoko Takahashi1, Hiroyo Sasaki1, Jun Soma1.
Abstract
INTRODUCTION: Late referral to a nephrologist, the type of vascular access, nutritional status, and the estimated glomerular filtration rate (eGFR) at the start of hemodialysis (HD) have been reported as independent risk factors of survival for patients who begin HD. The aim of this study was to clarify the influence of the HD-free interval from the time of an eGFR of 10 ml/min per 1.73 m2 (IGFR10-HD) on patient outcome.Entities:
Keywords: all-cause mortality; cardiovascular event; estimated glomerular filtration rate; hemodialysis-free interval; nephrology care; performance status
Year: 2017 PMID: 29318218 PMCID: PMC5720530 DOI: 10.1016/j.ekir.2017.01.015
Source DB: PubMed Journal: Kidney Int Rep ISSN: 2468-0249
Candidate predictors and outcome variables
| Variables | Number missing | Analysis cohort | Event occurred | Event-free |
|---|---|---|---|---|
| (n = 124) | (n = 67) | (n = 57) | ||
| Age, yr | 0 | 67 (58–76) | 69 (60–77) | 64 (48–74) |
| Female sex, % | 0 | 29.8 | 31.4 | 28.1 |
| Body mass index, kg/m2 | 2 | 22.4 (20.8–26.5) | 23.3 (20.9–25.6) | 23.7 (20.4–26.5) |
| Current and past smoking, % | 0 | 47.6 | 52.2 | 42.1 |
| History of CVD, % | 0 | 42.7 | 52.2 | 31.6 |
| Nephrology care >6 mo, % | 0 | 71.0 | 59.7 | 84.2 |
| Primary kidney disease | 0 | |||
| Diabetic nephropathy, % | 46.0 | 53.7 | 36.8 | |
| Chronic glomerulonephritis, % | 18.6 | 14.9 | 22.8 | |
| Hypertensive nephrosclerosis, % | 18.6 | 17.9 | 19.3 | |
| Other kidney disease, % | 16.9 | 13.4 | 21.0 | |
| Systolic blood pressure, mm Hg | 0 | 156 (140−178) | 161 (144−184) | 152 (137−166) |
| Diastolic blood pressure, mm Hg | 0 | 82 (71−93) | 82 (72−94) | 81 (69−89) |
| Systolic blood pressure >160 mm Hg, % | 0 | 42.7 | 50.8 | 33.3 |
| eGFR, ml/min per 1.73 m2 | 0 | 5.48 (4.74–6.80) | 5.54 (4.77–7.10) | 5.40 (4.51–6.53) |
| Urea nitrogen, mg/dl | 0 | 89.7 (73.6–102.8) | 86.0 (73.0–98.5) | 93 (75.3–104.1) |
| Hemoglobin, g/dl | 0 | 8.2 (7.1–9.3) | 8.3 (7.1–9.2) | 8.2 (7.1–9.3) |
| Serum albumin, g/dl | 28 | 3.3 (2.8–3.8) | 3.2 (2.7–3.7) | 3.6 (2.9–3.8) |
| Serum sodium, mEq/L | 0 | 139 (136−141) | 139 (136−141) | 139 (138−140) |
| Serum potassium, mEq/L | 0 | 4.7 (4.2–5.3) | 4.8 (4.3–5.4) | 4.7 (4.1–5.3) |
| Serum calcium, mg/dl | 6 | 7.9 (7.4–8.3) | 7.8 (7.1–8.1) | 8.0 (7.6–8.4) |
| Serum phosphorus, mg/dl | 7 | 5.7 (4.7–6.5) | 5.7 (4.6–6.8) | 5.7 (4.8–6.4) |
| C-reactive protein, mg/dl | 26 | 0.32 (0.13–1.89) | 0.42 (0.21–2.11) | 0.21 (0.08–0.9) |
| Interval eGFR10-HD, d | 0 | 159 (74−345) | 109 (56−286) | 263 (121−447) |
| eGFR rate of decline, mL/min/1.73 m2 per year | 0 | 8.6 (4.7−17.3) | 13.7 (5.3−23.6) | 7.1 (3.7−10.9) |
| Modified Charlson Comorbidity Index | 0 | |||
| 0/1–2 /≥3, % | 46.8/46.8/6.5 | 34.3/58.2/7.5 | 61.4/33.3/5.3 | |
| Performance status | 0 | |||
| 0/1/2/3/4, % | 5.7/41.9/24.2/17.7/10.5 | 4.5/31.3/25.4/23.9/14.9 | 7.0/54.4/22.8/10.5/5.3 | |
| Vascular access | 0 | |||
| Arteriovenous fistula, % | 68.6 | 56.7 | 82.5 | |
| Temporally catheter, % | 31.4 | 43.3 | 17.5 | |
| Fatigue, % | 0 | 71.0 | 76.1 | 64.9 |
| Edema, % | 0 | 71.0 | 79.1 | 61.4 |
| Pulmonary edema, % | 0 | 31.5 | 38.8 | 22.8 |
| Nausea, % | 0 | 37.1 | 34.3 | 40.4 |
| Dysorexia, % | 0 | 39.5 | 55.2 | 66.7 |
| Diarrhea, % | 0 | 5.7 | 7.5 | 3.5 |
| Constipation, % | 0 | 3.2 | 3.0 | 3.5 |
| Other digestive symptom, % | 0 | 0.8 | 0.0 | 1.8 |
| CNS manifestation, % | 0 | 2.4 | 4.5 | 0.0 |
| Peripheral nerve abnormalities, % | 0 | 17.7 | 22.4 | 12.3 |
| Itch, % | 0 | 8.9 | 9.0 | 8.8 |
| Hemorrhagic diathesis, % | 0 | 3.2 | 3.0 | 3.5 |
| Diabetic retinopathy, % | 0 | 41.1 | 52.2 | 28.1 |
| ESA use, % | 0 | 85.5 | 77.6 | 94.7 |
| ACEI and/or ARB use, % | 0 | 75.0 | 70.2 | 80.7 |
| Vitamin D use, % | 0 | 3.2 | 1.5 | 5.3 |
ACEI, angiotensin-converting enzyme inhibitor; ARB, angiotensin II receptor blocker; CNS, central nervous system; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; ESA, erythropoiesis-stimulating agent; HD, hemodialysis.
Continuous variables represented as median with interquartile range in parentheses.
Items related to diabetes and renal disease were excluded from the original Charlson Comorbidity Index in the present study.
Figure 1(a) Histogram of interval from the time of an eGFR of 10 ml/min per 1.73 m2 (IGFR10-HD). The median IGFR10-HD was 159 days (range: 2–1687 days). (b) Histogram of logarithmic IGFR10-HD. We performed logarithmic transformation to conform to a normal distribution. (c) Histogram of estimated glomerular filtration rate (eGFR) of decline. (d) Histogram of logarithmic eGFR of decline.
Coefficient with log-transformed interval from the time of an estimated glomerular filtration rate of 10 ml/min per 1.73 m2
| Characteristics | Number missing | Pearson's coefficient | Spearman's coefficient |
|---|---|---|---|
| Age | 0 | 0.143 | |
| Sex (female) | 0 | ||
| Body mass index, kg/m2 | 2 | −0.173 | |
| Current and past smoking | 0 | ||
| Nephrology care >6 mo | 0 | ||
| History of CVD | 0 | −0.135 | |
| Primary kidney disease | |||
| Diabetic nephropathy | 0 | ||
| Chronic glomerulonephritis | 0 | 0.167 | |
| Hypertensive nephropathy | 0 | 0.118 | |
| Others | 0 | 0.172 | |
| Systolic blood pressure ≥160 mm Hg | 0 | 0.009 | |
| eGFR, ml/min per 1.73 m2 | 0 | ||
| eGFR rate of decline, ml/min/1.73 m2 per year (log) | 0 | ||
| Hemoglobin, g/dl | 0 | −0.031 | |
| Serum albumin, g/dl | 28 | ||
| Serum sodium, mEq/L | 0 | ||
| Serum potassium, mEq/L | 0 | 0.008 | |
| Serum calcium, mg/dl | 6 | 0.197 | |
| Serum phosphorus, mg/d; | 7 | −0.095 | |
| C-reactive protein, mg/dl (log) | 26 | −0.125 | |
| Modified Charlson Comorbidity Index | 0 | −0.072 | |
| Performance status | 0 | ||
| Vascular access (arteriovenous fistula) | 0 | ||
| Fatigue | 0 | −0.07 | |
| Edema | 0 | −0.192 | |
| Pulmonary edema | 0 | ||
| Nausea | 0 | −0.124 | |
| Dysorexia | 0 | −0.126 | |
| Diarrhea | 0 | −0.163 | |
| Constipation | 0 | 0.000 | |
| Peripheral nerve abnormalities | 0 | −0.139 | |
| Itch | 0 | 0.018 | |
| Hemorrhagic diathesis | 0 | 0.063 | |
| Diabetic retinopathy | 0 | ||
| ESA use | 0 | ||
| ACEI and/or ARB use | 0 | 0.128 | |
| Vitamin D use | 0 | 0.087 |
The underlined coefficients were more than 0.20.
ACEI, angiotensin-converting enzyme inhibitor; ARB, angiotensin II receptor blocker; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; ESA, erythropoiesis-stimulating agent.
Items related to diabetes and renal disease were excluded from the original Charlson Comorbidity Index in the present study.
Figure 2Scatterplots of estimated glomerular filtration rate (eGFR), logarithmic interval from the time of an eGFR of 10 ml/min per 1.73 m2 (IGFR10-HD), and logarithmic eGFR rate of decline. eGFR and the rate of eGFR decline from an eGFR of 10 ml/min per 1.73 m2 showed strong negative correlation with logarithmic IGFR10-HD (R = −0.643 and −0.866, respectively).
Figure 3Survival curve for the primary outcome of death or cardiovascular events after beginning hemodialysis. The outcome-free survival at 1, 3, and 5 years for all patients was 0.73, 0.53, and 0.35, respectively.
Hazard ratio by univariate survival analysis
| Characteristics | Hazard ratio | 95% confidence interval | |
|---|---|---|---|
| Age (per 1 yr) | 1.028 | 1.008−1.048 | 0.007 |
| Sex (female) | 0.817 | 0.484−1.378 | 0.448 |
| Body mass index (per 1 kg/m2) | 0.987 | 0.936−1.040 | 0.623 |
| Current and past smoking | 1.289 | 0.797−2.084 | 0.301 |
| Nephrology care >6 mo | 0.405 | 0.248−0.662 | <0.00 |
| History of CVD | 1.969 | 1.216−3.188 | 0.006 |
| Primary kidney disease | |||
| Diabetic nephropathy | 1.401 | 0.865−2.270 | 0.171 |
| Chronic glomerulonephritis | 0.684 | 0.348−1.341 | 0.269 |
| Hypertensive nephropathy | 0.898 | 0.513−1.796 | 0.898 |
| Others | 0.833 | 0.412−1.684 | 0.611 |
| Systolic blood pressure ≥160 mm Hg | 1.609 | 0.995−2.602 | 0.052 |
| eGFR (per 1 ml/min per 1.73 m2) | 1.092 | 0.937−1.272 | 0.260 |
| Hemoglobin (per 1 g/dl) | 1.081 | 0.911−1.282 | 0.374 |
| Serum albumin, g/d; (per 1 g/dl) | 0.751 | 0.560−1.008 | 0.056 |
| Serum sodium, mEq/L (per 1mEq/L) | 0.964 | 0.923−1.008 | 0.139 |
| Serum potassium, mEq/L (per 1 mEq/L) | 0.958 | 0.715−1.283 | 0.773 |
| Serum calcium, mg/dl (per 1 mg/dl) | 0.941 | 0.689−1.286 | 0.703 |
| Serum phosphorus, mg/dL (per 1 mg/dl) | 1.023 | 0.887−1.181 | 0.747 |
| C-reactive protein, mg/dl (log) | 1.302 | 0.981−1.729 | 0.068 |
| Modified Charlson Comorbidity Index | |||
| 1−2 | 2.325 | 1.385−3.902 | 0.001 |
| ≥3 | 2.250 | 0.851−5.946 | 0.102 |
| Performance status (per 1) | 1.549 | 1.252−1.916 | <0.001 |
| Vascular access (vs. temporaly catheter) | |||
| Arteriovenous fistula | 0.454 | 0.28−0.738 | 0.001 |
| Fatigue | 1.559 | 0.886−2.743 | 0.124 |
| Edema | 1.955 | 1.081−3.537 | 0.027 |
| Pulmonary edema | 1.519 | 0.929−2.486 | 0.096 |
| Nausea | 1.029 | 0.620−1.708 | 0.912 |
| Dysorexia | 0.881 | 0.543−1.427 | 0.606 |
| Diarrhea | 1.603 | 0.643−3.996 | 0.311 |
| Constipation | 0.691 | 0.169−2.829 | 0.608 |
| Peripheral nerve abnormalities | 1.701 | 0.957−3.023 | 0.070 |
| Itch | 0.873 | 0.377−2.021 | 0.751 |
| Hemorrhagic diathesis | 1.004 | 0.245−4.117 | 0.996 |
| Diabetic retinopathy | 1.741 | 1.078−2.814 | 0.023 |
| ESA use | 0.463 | 0.260−0.823 | 0.009 |
| ACEI and/or ARB use | 0.614 | 0.364−1.039 | 0.069 |
| Vitamin D use | 0.354 | 0.049−2.550 | 0.302 |
ACEI, angiotensin-converting enzyme inhibitor; ARB, angiotensin II receptor blocker; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; ESA, erythropoiesis-stimulating agent.
P < 0.05.
Items related to diabetes and renal disease were excluded from the original Charlson Comorbidity Index in the present study.
Hazard ratio of logarithmic interval from the time of an estimated glomerular filtration rate of 10 ml/min per 1.73 m2 by multivariate survival analysis
| Characteristics | Hazard ratio | 95% confidence interval | |
|---|---|---|---|
| Model 0 | 0.393 | 0.244−0.635 | <0.001 |
| Unadjusted | |||
| Model 1 | 0.327 | 0.204−0.523 | <0.001 |
| Adjusted for age and sex | |||
| Model 2 | 0.471 | 0.259−0.855 | 0.013 |
| Adjusted for Model 1 plus nephrology care >6 mo, PS, and AVF | |||
| Model 3 | 0.507 | 0.269−0.956 | 0.036 |
| Adjusted for Model 2 plus diabetic retinopathy and ESA use | |||
AVF, arteriovenous fistula; ESA, erythropoiesis-stimulating agent; PS, performance status.
P < 0.05.
Hazard ratio of logarithmic estimated glomerular filtration rate rate of decline by multivariate survival analysis
| Characteristics | Hazard ratio | 95% confidence interval | |
|---|---|---|---|
| Model 0 | 3.926 | 2.128−7.245 | <0.001 |
| Unadjusted | |||
| Model 1 | 5.117 | 2.638−9.925 | <0.001 |
| Adjusted for age and sex | |||
| Model 2 | 3.340 | 1.494−7.468 | 0.003 |
| Adjusted for Model 1 plus nephrology care >6 mo, PS and AVF | |||
| Model 3 | 3.028 | 1.339−6.848 | 0.008 |
| Adjusted for Model 2 plus diabetic retinopathy and ESA use | |||
AVF, arteriovenous fistula; ESA, erythropoiesis-stimulating agent; PS, performance status.
P < 0.05.