| Literature DB >> 27099526 |
Kiyomi Koike1, Kei Fukami2, Atsushi Kawaguchi3, Kazumasa Shimamatsu4, Sho-Ichi Yamagishi5, Seiya Okuda2.
Abstract
Higher doses of erythropoiesis-stimulating agents (ESAs) contribute to atherothrombotic cardiovascular disease in hemodialysis (HD) patients. Thrombocytosis is associated with increased mortality in ESA-treated HD patients. We investigated variables affecting platelet count and its variability (platelet count increment [Δplatelet count]) in HD patients. This retrospective longitudinal and observational study of HD outpatients was carried out over 3 years. The outcome was independent determinants of platelet count and Δplatelet count, which were associated with iron indices, ESA dose, and C-reactive protein. In univariate regression analysis, V-shaped relationship was observed between platelet count and transferrin saturation (TSAT), ferritin, serum iron, and hemoglobin (Hb) with the bottom of 0.21, 330 ng/mL, 49 µg/dL, and 10.3 g/dL, respectively. Mixed-effect multivariate regression analysis revealed that TSAT (inversely), Hb ≤10.3 g/dL (inversely), C-reactive protein, and ESA dose were independently associated with platelet count. Δplatelet count was independently and inversely correlated with ΔTSAT and directly correlated with Δferritin. TSAT was independently and inversely associated with ESA dose. ESA dose was directly correlated with iron dose and inversely correlated with TSAT, ferritin ≤330 ng/mL, and Hb ≤10.3 g/dL. ESA dose and TSAT were correlated in determining platelet count and Δplatelet count. Targets of iron indices that reflect iron supply sufficient to avoid platelet count increment and variability may be >21% of TSAT and 300 ng/mL of serum ferritin for appropriate ESA therapy in HD patients.Entities:
Keywords: erythropoiesis-stimulating agents; hemodialysis; iron deficiency; platelet count
Year: 2016 PMID: 27099526 PMCID: PMC4822794 DOI: 10.2147/IJNRD.S98196
Source DB: PubMed Journal: Int J Nephrol Renovasc Dis ISSN: 1178-7058
Figure 1Variability between PLT and iron indices.
Notes: A mixed-effect model was used to analyze the variability between PLT and iron indices. The model assumed that laboratory values would cause changes in treatment and in turn modify later laboratory values. For example, data were collected at the time (reference time; t0) and next 3 months (t1). Variability of the data (Δplatelet count, ΔTSAT, Δferritin, and ΔHb) were calculated by the changes of every 3 months, [data at (tn+1) − data at (tn)].
Abbreviations: PLT, platelet count; Hb, hemoglobin; ESA/wk, erythropoiesis-stimulating agent per week; Fe, serum iron; TSAT, transferrin saturation; IV iron/mo, intravenous iron supplementation per month.
Demographic data at baseline
| Variables | |
| Number of patients (n) | 117 |
| Age at entry (years) | 61.0±14.3 |
| Sex (male/female) | 79/38 |
| Duration of HD at entry (years) | 4.5 (0.7; 8.8) |
| Vintage of HD at entry (months) | 1.1 (0.2; 193) |
| Observation period (years) | 5.0±2.9 |
| Platelet count (×109/L) | 191±54 |
| Hemoglobin (g/dL) | 10.8±1.0 |
| Serum iron (µg/dL) | 66.8±26.8 |
| Transferrin saturation | 0.26±0.11 |
| Serum ferritin (ng/mL) | 245±185 |
| Serum albumin (g/dL) | 3.83±0.38 |
| CRP (mg/dL) | 0.10 (0.03; 4.00) |
| Corrected calcium (mg/dL) | 9.27±0.96 |
| Phosphate (mg/dL) | 4.9±1.0 |
| White blood cells (×103/µL) | 6.237±1.701 |
| ESA dose (units/week) | 3,000 (0; 9,000) |
| Dose of intravenous iron (mg/month) | 40 (0; 480) |
| Vascular access by catheter | 0 |
| Primary cause of ESRD (n) | |
| Chronic glomerulonephritis and cystic kidney disease | 56 (47.8%) |
| Diabetic nephropathy | 34 (29.1%) |
| Hypertensive nephrosclerosis | 18 (15.4%) |
| Others | 9 (7.7%) |
| Comorbid diseases (n) | |
| Cardiovascular arterial disease | 34 (29.1%) |
| Congestive heart failure | 4 (3.4%) |
| Cerebrovascular disease | 17 (14.5%) |
| Peripheral arterial disease | 6 (5.2%) |
| Other cardiac disease | 3 (2.6%) |
| COPD | 6 (5.3%) |
| Gastrointestinal disease | 7 (6.0%) |
| Liver disease | 23 (19.7%) |
| Dysrhythmia | 32 (27.6%) |
| Cancer | 15 (12.8%) |
| Diabetes | 51 (43.6%) |
Notes: Values are given as number (%), continuous variables, and mean ± standard deviation if normally distributed or median (25th percentile; 75th percentile) if skewed. Transferrin saturation is calculated using the following formula: (serum iron concentration/total iron-binding capacity).
Include collagen disease, cholesterol embolism, contrast-induced nephropathy, chronic pyelonephritis, Alport syndrome, and uric acid nephropathy;
includes myocardial infarction and ischemic coronary heart disease.
Abbreviations: HD, hemodialysis; CRP, C-reactive protein; ESA, erythropoiesis-stimulating agent; ESRD, end-stage renal disease; COPD, chronic obstructive pulmonary disease.
Figure 2Scatter plots of platelet count versus indices of iron and anemia in whole data sets.
Notes: The lines represent these correlations. (A) TSAT, (B) ferritin, (C) serum iron, and (D) Hb. TSAT knots at 0.21, ferritin knots at 330 ng/mL, serum iron knots at 49 µg/dL, and Hb knots at 10.3 g/dL.
Abbreviations: TSAT, transferrin saturation; Hb, hemoglobin.
Mixed-effect multivariate analysis for the correlates of platelet count
| Variable | Parameter estimate | 95% CI | ||
|---|---|---|---|---|
| TSAT | −3.27 | −4.09 | −4.844, −1.705 | <0.001 |
| Hemoglobin ≤10.3 g/dL | −0.65 | −3.60 | −1.002, −0.296 | <0.001 |
| Hemoglobin >10.3 g/dL | 0.16 | 1.3 | −0.083, 0.411 | 0.19 |
| Ferritin ≤330 ng/mL | −0.003 | −2.36 | −0.005, −0.001 | <0.05 |
| Ferritin >330 ng/mL | 0.002 | 3.13 | 0.001, 0.004 | <0.01 |
| Serum albumin | 0.44 | 1.24 | −0.259, 1.140 | 0.22 |
| CRP | 0.35 | 5.54 | 0.23, 0.48 | <0.001 |
| ESA dose (1,000 units/week) | 0.13 | 2.67 | 0.034, 0.224 | <0.01 |
| Dose of IV iron (10 mg/month) | 0.03 | 1.89 | −0.001, 0.065 | 0.059 |
Notes: These variables were adjusted for age, sex, time, TSAT, hemoglobin, serum albumin, CRP, ESA dose, and iron dose in a multivariate model.
25th percentile;
75th percentile.
Abbreviations: CI, confidence interval; TSAT, transferrin saturation; CRP, C-reactive protein; ESA, erythropoiesis-stimulating agent; IV, intravenous.
Mixed-effect multivariate regression analysis for the determinants of Δplatelet count (trend and variability)
| Variable | Parameter estimate | 95% CI | ||
|---|---|---|---|---|
| ΔTSAT | −3.33 | −4.12 | −4.92, −1.75 | <0.001 |
| ΔFerritin | 0.002 | 2.95 | 0.0007, 0.0037 | <0.005 |
| ΔHemoglobin | −0.14 | −1.59 | −0.315, 0.033 | 0.113 |
| Serum albumin | 0.343 | 1.82 | −0.027, 0.715 | 0.070 |
| CRP | 0.300 | 4.44 | 0.167, 0.431 | <0.001 |
| ESA dose (1,000 units/week) | 0.094 | 0.40 | −0.04, 0.06 | 0.690 |
| Dose of IV iron (10 mg/month) | 0.008 | −0.92 | −0.03, 0.02 | 0.534 |
Note: These variables were adjusted for age, sex, time, ΔTSAT, Δferritin, Δhemoglobin, serum albumin, CRP, ESA dose, and iron dose in a multivariate model.
Abbreviations: CI, confidence interval; TSAT, transferrin saturation; CRP, C-reactive protein; ESA, erythropoiesis-stimulating agent; IV, intravenous. Delta (Δ) is the first difference of a time series, which is the series of changes within a period of 3 months.
Mixed-effect multivariate regression analysis for the correlates of TSAT
| Variable | Parameter estimate | 95% CI | ||
|---|---|---|---|---|
| Hemoglobin | 0.0104 | 3.56 | 0.0047, 0.0162 | <0.001 |
| Serum albumin | −0.0180 | −1.68 | −0.0391, 0.0030 | 0.09 |
| CRP | −0.0128 | −5.96 | −0.0170, −0.0086 | <0.001 |
| Ferritin | 0.0002 | 13.2 | 0.00020, 0.00027 | <0.001 |
| ESA dose (1,000 units/week) | −0.0131 | −9.10 | −0.0160, −0.0103 | <0.001 |
| Dose of IV iron (10 mg/month) | 0.0008 | 1.56 | −0.0002, 0.0019 | 0.12 |
Note: These variables were adjusted for age, sex, time, hemoglobin, serum albumin, CRP, ferritin, ESA dose, and dose of iron in a multivariate model.
Abbreviations: TSAT, transferrin saturation; CI, confidence interval; CRP, C-reactive protein; ESA, erythropoiesis-stimulating agent; IV, intravenous.
Mixed-effect multivariate regression analysis for the correlates of erythropoiesis-stimulating agent dose
| Variable | Parameter estimate | 95% CI | ||
|---|---|---|---|---|
| TSAT ≤0.21 | −13,694 | −7.26 | −17,394, −9,994 | <0.001 |
| TSAT >0.21 | −2,986 | −6.45 | −3,895, −2,077 | <0.001 |
| Ferritin ≤330 ng/mL | −3.52 | −5.23 | −4.83, −2.19 | <0.001 |
| Ferritin >330 ng/mL | 0.618 | 1.41 | −0.24, 1.48 | 0.16 |
| Hemoglobin ≤10.3 g/dL | −593.7 | −6.13 | −783.6, −403.7 | <0.001 |
| Hemoglobin >10.3 g/dL | −88.72 | −1.28 | −225, 47.8 | 0.20 |
| Serum albumin | 159 | 0.82 | −224, 542 | 0.42 |
| CRP | −98.6 | −2.84 | −167, −30.6 | <0.005 |
| Dose of IV iron (10 mg/month) | 61.1 | 6.47 | 42.6, 79.6 | <0.001 |
Notes: These variables were adjusted for age, sex, time, TSAT, hemoglobin, serum albumin, CRP, and iron dose in a multivariate model.
25th percentile.
75th percentile.
Abbreviations: CI, confidence interval; TSAT, transferrin saturation; CRP, C-reactive protein; IV, intravenous.
Figure 3Scheme of the relationships among iron deficiency, ESA dose, and platelet count.
Note: The dashed arrow is expressed as hypothesis.
Abbreviation: ESA, erythropoiesis-stimulating agent.