| Literature DB >> 30086150 |
Cristian Rodelo-Haad1,2,3, Maria E Rodríguez-Ortiz1,3, Alejandro Martin-Malo1,2,3, M Victoria Pendon-Ruiz de Mier1,2,3, M Luisa Agüera1,2,3, Juan R Muñoz-Castañeda1,2,3, Sagrario Soriano1,2,3, Francisco Caravaca4, M Antonia Alvarez-Lara1,2,3, Arnold Felsenfeld5, Pedro Aljama1,2,3, Mariano Rodriguez1,2,3.
Abstract
BACKGROUND: In hemodialysis patients, high levels of Fibroblast Growth Factor 23 (FGF23) predict mortality. Our study was designed to test whether the control of serum phosphate is associated with a reduction in serum FGF23 levels. Additionally other variables with a potential effect on FGF23 levels were evaluated.Entities:
Mesh:
Substances:
Year: 2018 PMID: 30086150 PMCID: PMC6080760 DOI: 10.1371/journal.pone.0201537
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic, clinical and biochemical characteristics of the 21 patients included in the longitudinal analysis and the cross-sectional study (n = 150).
| Variable | ||
|---|---|---|
| 70.0 (62.0–76.5) | 71.0 (58.7–81.0) | |
| 26.3 (23.1–30.2) | 26.1 (22.1–30.2) | |
| 12 (57.1) | 85 (56.7) | |
| | 38.1 | 36.0 |
| | 14.3 | 18.0 |
| | 4.8 | 5.3 |
| | 14.3 | 10.7 |
| | 9.5 | 14.0 |
| | 19.0 | 16.0 |
| | 71.4 | 83.3 |
| | 23.8 | 29.3 |
| | 23.8 | 21.3 |
| | 14.3 | 12.7 |
| 4.0 (3.0–5.0) | 4.0 (2.0–5.0) | |
| | 11 (52.4) | 102 (68.0) |
| | 6 (28.6) | 41 (27.3) |
| | 4 (19) | 7 (4.7) |
| 21 (100) | 131 (87.3) | |
| 21 (100) | 69 (46) | |
| 53.7 (33.7–83.8) | 50.1 (17.5–82.1) | |
| 245.0 (243.0–250.0) | 250.0 (240.0–250.0) | |
| 2.0 (1.8–2.4) | 1.9 (1.7–2.3) | |
| 60.1 (48.8–66.65) | 59.8 (52.0–64.0) | |
| 3.6 (3.3–3.8) | 3.7 (3.4–3.9) | |
| 11.2 (10.4–11.9) | 11.2 (10.4–12.0) | |
| 29.0 (21.5–37.5) | 26.0 (21.0–34.0) | |
| 529.0 (351.5–757.0) | 468.5 (327.0–742.2) | |
| 8.0 (4.1–11.4) | 7.2 (3.5–10.8) | |
| 8.9 (8.5–9.3) | 8.8 (8.4–9.2) | |
| 2.2 (2.1–2.2) | 2.2 (2.1–2.3) | |
| 4.3 (3.6–5.5) | 4.3 (3.7–5.3) | |
| 85.5 (74.0–108.7) | 90.5 (71.0–121.0) | |
| 284.0 (199.5–445.0) | 263.0 (151.7–434.5) | |
| 9.2 (8.5–18.) | 8.1 (6.9–10.5) | |
| 9.2 (7.7–10.3) | 11.0 (5.0–14.8) | |
| 614.0 (346.0–958.5) | 502.5 (167.0–1224.5) | |
| 880.0 (547.5–1443.5) | 900.5 (400.2–1819.7) | |
| 21 (100) | 67 (44.7) | |
| —— | 41 (27.3) | |
| —— | 20 (13.3) | |
¶ Mean ± Standard deviation (SD)
§ Median and Interquartile Range (IQR)
a BMI, Body Mass Index
b Dialysis Vintage, Time since the initiation of dialysis
c Hb, Hemoglobin
d TSAT, Transferrin Saturation
e hs-CRP, C Reactive Protein
f iCa, Ionized Serum Calcium
g P, Serum Phosphate
h PTH, Intact Parathyroid Hormone
i 25 (OH)D, 25 hydroxy vitamin D (calcidiol)
j 1,25 (OH)2 D, 1,25 dihydroxy vitamin D (calcitriol)
k i-FGF23, Intact Fibroblast Growth Factor 23
l c-FGF23, C-Terminal Fibroblast Growth Factor 23.
- Normal range: serum P were between (2.4 to 4.5 mg/dL); serum iCa (1.13–1.32 mmol/L); 25 (OH) D (8–42 ng/mL); 1,25 (OH)2 D3 (18–71 pg/mL); iPTH (15–65 pg/mL); hs-CRP0 (3 to 5 mg/L); albumin (3.4 to 5 g/dL) and Alkaline Phosphatase (35 to 104 U/L).
- To convert iCa from mEq/L to mmol/L, multiply by 0.5.
Baseline clinical and biochemical characteristics of patients included in the longitudinal (40 weeks) study (n = 21).
Patients are divided according to final serum phosphate, below or above 4.5 mg/dL. All patients were exposed to a dialysate containing 3 mEq/L of calcium and received HF-HD during the follow-up. Data are expressed as median and interquartile range.
| Variable | Week 0 P <4.5 mg/dL ( | Week 0 P >4.5 mg/dL ( | |
|---|---|---|---|
| 70.5 (62.5–80.5) | 66.0 (56.0–73.0) | 0.38 | |
| 55.8 (23.9–85.6) | 53.7 (34.2–98.1) | 0.80 | |
| 245.0 (242.2–250.0) | 245.0 (244.0–250.0) | 0.55 | |
| 4.0 (3–5.0) | 3.0 (2.0–5–0) | 0.21 | |
| 1.9 (1.7–2.1) | 2.1 (1,9–2.2) | 0.11 | |
| 60.5 (58.4–63.7) | 63.6 (56.5–67.5) | 0.27 | |
| 3.6 (3.3–3.8) | 3.5 (3.3–3.9) | 0.99 | |
| 11.5 (10.5–12.7) | 11.2 (10.1–11.5) | 0.19 | |
| 30.0 (21.2–40.0) | 29.0 (22.0–34.5) | 0.50 | |
| 506.0 (393.0–700.0) | 606.0 (312.0–833.5) | 0.86 | |
| 7.3 (3.3–11.0) | 4.7 (2.7–8.8) | 0.30 | |
| 8.88 (8.54–9.19) | 8.93 (8.40–9.46) | 0.91 | |
| 2.23 (2.15–2.24) | 2.26 (2.16–2.31) | 0.46 | |
| 4.1 (3.5–4.9) | 3.8 (3.5–5.1) | 0.80 | |
| 287.3 (206.6–360.2) | 236.8 (145.8–358.0) | 0.86 | |
| 10.0 (9.2–19.2) | 8.0 (6.3–9.8) | 0.02 | |
| 9.2 (8.4–9.6) | 8.6 (7.0–15.) | 0.86 | |
| 581.0 (491.2–886.0) | 709.0 (179.0–1247.5 | 0.42 | |
| 1034.0 (432.2–1368.7) | 880.0 (610.5–2070.5) | 0.65 |
a Dialysis Vintage, Time since the initiation of dialysis
b Hb, Hemoglobin levels
c TSAT, Transferrin Saturation
d hs-CRP, C Reactive Protein
e Ca, Total serum Calcium
f iCa, Serum Ionized Calcium
g P, Serum Phosphate
h iPTH, Intact Parathyroid Hormone
i 25 (OH)D, 25 hydroxy vitamin D (calcidiol)
j 1,25 (OH)2 D, 1,25 dihydroxy vitamin D (calcitriol)
k i-FGF23, Intact Fibroblast Growth Factor 23
l c-FGF23, C-Terminal Fibroblast Growth Factor 23.
Median and interquartile range (IQR)
* P value.
- The Mann-Whitney test was used as appropriate.
Fig 1Serum concentrations of FGF23 at baseline and at week 40 in patients that achieved a serum phosphate concentration of <4.5 mg/dL and >4.5 mg/dL).
(A) Change in iFGF23 concentration; (B) change in serum cFGF23 concentration. Bars represent median and interquartile range. Serum iFGF23 decreased from 581.0 pg/mL (491.2–886.0) to 238.5 pg/mL (116.7–443.5) [median percent change of 63.8% (-75.2–5.40) in patients that achieved the target of phosphate <4.5 mg/dL. In patients with serum phosphate >4.5 mg/dL, iFGF23 increased from 709.0 pg/mL (179.0–1247.5) to 1445.0 pg/mL (884.0–1500), [median percent change of 65.3% (9.1–368.1). cFGF23 did not decreased in those patients that achieved the target [median percent change -36.3 (-60.1–48.3). However, in patients with a final serum phosphate >4.5 mg/dl, it increased from 864.5 RU/mL (262.7–1299) to 3402.0 RU/ml (1899.0–8875), [median percent change of 206.9% (108.9–1056.3)]. * P <0.05 vs baseline. # P <0.05 versus same time different group. ## P<0.001versus same time, different group.
Fig 2Change in parameters of mineral metabolism throughout the 40 weeks of follow-up in patients that completed the study with serum phosphate concentration above or below 4.5 mg/dL.
In the group of patients with a final serum P<4.5 mg/dL, 54, 80, 80, 80, 100 and 100% of them had a ranged serum phosphate below the target at week 0, 8, 16, 24, 32 and 40 respectively. On the contrary, in the group with a final serum phosphate >4.5 mg/dl, 66, 77, 44, 44, 33 and 0% of the patients had serum phosphate levels below the study target along the study period. Dots represent median and whiskers represent IQR. * Between-group differences P<0.05. Within-group differences P<0.05 for different groups. P<0.001 for global comparison of curves.
The effect of long-term (40-weeks) control of serum phosphate (serum P <4.5 vs P >4.5 mg/dl) on different variables.
| Variable | Week 40 P <4.5 mg/dL | Week 40 P >4.5 mg/dL | |
|---|---|---|---|
| 245.0 (243.0–247.5) | 246.0 (243.5–249.5) | 0.50 | |
| 1.9 (1.7–2.0) | 2.1 (1.8–2.3) | 0.27 | |
| 61.4 (48.7–63.9) | 64.0 (53.5–67.5) | 0.24 | |
| 3.6 (3.3–3.8) | 3.5 (3.3–3.9) | 0.88 | |
| 11.9 (11.2–13.4) | 11.4 (10.7–12.0) | 0.19 | |
| 29.0 (23.7–46.0) | 25.0 (21.5–31.5) | 0.19 | |
| 500.5 (268.7–827.0) | 365.0 (173.5–655.5) | 0.27 | |
| 4.1 (3.0–5.4) | 9.6 (5.2–15.) | 0.02 | |
| 8.75 (8.31–8.91) | 8.65 (8.02–9.27) | 0.91 | |
| 2.23 (2.20–2.25) | 2.20 (2.05–2.32) | 0.91 | |
| 3.5 (2.7–3.9) | 5.3 (4.8–5.9) | <0.001 | |
| 199.0 (125.1–326.4) | 412.5 (325.0–541.2) | <0.01 | |
| 11.8 (8.10–14.8) | 8.29 (6.96–10.8) | 0.09 | |
| 7.8 (7.2–8.8) | 12.9 (5.2–14.4) | 0.31 | |
| 238.5 (131.7–443.5) | 1455.0 (884.0–1500.0) | <0.01 | |
| 864.5 (262.7–1299.5) | 3402.0 (1899.0–8875.0) | <0.001 |
a Dialysis Duration; Effective duration of the dialysis session
b Hb, Hemoglobin levels
c TSAT, Transferrin Saturation
d hs-CRP, C Reactive Protein
e Ca, Total serum Calcium
f iCa, Ionized Serum Calcium
g P, Serum Phosphate
h iPTH, Intact Parathyroid Hormone
i 25 (OH)D, 25 hydroxy vitamin D (calcidiol)
j 1,25 (OH)2 D, 1,25 dihydroxy vitamin D (calcitriol)
k i-FGF23, Intact Fibroblast Growth Factor 23
l c-FGF23, C-Terminal Fibroblast Growth Factor 23.
§ Median (IQR).
* P value
Simple linear correlations between the percent change in serum phosphate concentration, both FGF23 molecules, serum iPTH concentration and hs-CRP (as an index of inflammation) in patients after 40 weeks of treatment.
| Variable | iFGF23 | cFGF23 | Phosphate | iPTH | ||||
|---|---|---|---|---|---|---|---|---|
| 0.51 | 0.01 | - | - | - | - | - | - | |
| 0.78 | <0.001 | 0.51 | 0.01 | - | - | - | - | |
| 0.47 | 0.02 | 0.43 | 0.04 | 0.63 | <0.01 | - | - | |
| 0.49 | 0.02 | 0.61 | <0.01 | 0.62 | <0.01 | 0.63 | <0.01 | |
a iFGF23, Intact Fibroblast Growth Factor 23
b cFGF23, C-terminal Fibroblast Growth Factor
c P, Serum Phosphate
d iPTH, Intact Parathyroid Hormone
e hs-CRP, High Sensitivity C-Reactive Protein.
The Spearman correlation test was used for all comparison.
Correlation Coefficient.
* P-value.
Simple linear correlations between both FGF23 molecules and other demographic, clinical and CKD-MBD parameters (n = 150).
| Variable | ln-iFGF23 | ln-cFGF23 | ||
|---|---|---|---|---|
| 0.70 | <0.001 | —— | —— | |
| -0.25 | <0.01 | -0.26 | <0.01 | |
| -0.02 | 0.74 | 0.21 | <0.01 | |
| 0.05 | 0.49 | -0.01 | 0.86 | |
| -0.05 | 0.49 | -0.04 | 0.58 | |
| -0.04 | 0.58 | 0.02 | 0.79 | |
| 0.33 | <0.001 | 0.53 | <0.001 | |
| 0.03 | 0.70 | -0.14 | 0.07 | |
| 0.61 | <0.001 | 0.55 | <0.001 | |
| 0.29 | <0.001 | 0.29 | <0.001 | |
| -0.06 | 0.44 | -0.15 | 0.05 | |
| 0.03 | 0.67 | 0.06 | 0.46 | |
a ln-cFGF23, C-terminal Fibroblast Growth Factor
b Dialysis Vintage, Time since the initiation of dialysis
c Hb, Hemoglobin levels
d TSAT, Transferrin Saturation
e ln-CRP, C Reactive Protein
f iCa, Serum Ionized Calcium
g P, Serum Phosphate
h ln-PTH, Intact Parathyroid Hormone
i 25 (OH)D, 25 Hydroxyvitamin D (calcidiol)
j 1,25 (OH)2D, 1,25 Dihydroxy vitamin D (calcitriol).
The Spearman correlation test was used for all comparison.
- To convert iCa in mEq/L to mmol/L, multiply by 0.5.
* P-value.
Fig 3Scatter plot of serum phosphate levels and ln-CRP in the 150 patients on regular hemodialysis.
Characteristics of the population included according to phosphate tertiles.
| Variable | T1 (n = 49) <3.98 mg/dl | T2 (n = 52) 3.99–4.99 mg/dl | T3 (n = 49) >5 mg/dl | P |
|---|---|---|---|---|
| 72.3 ± 15.7 | 66.2 ± 14.3 | 67.3 ± 14.5 | 0.09 | |
| 26.4 ± 6.4 | 26.1 ± 6.2 | 27.0 ± 4.8 | 0.73 | |
| 26 (53.1) | 31 (59.6) | 28 (57.1) | 0.79 | |
| 43 (87.8) | 42 (80.8) | 40 (81.6) | 0.59 | |
| 15 (30.6) | 15 (28.8) | 14 (28.6) | 0.97 | |
| 13 (26.5) | 10 (19.2) | 9 (18.4) | 0.55 | |
| 4 (8.2) | 8 (15.4) | 7 (14.3) | 0.50 | |
| 4.0(2.0–5.0) | 4.0 (2.0–5.0) | 4.0 (2.0–5.0) | 0.93 | |
| | 38 (77.6) | 30 (57.7) | 33 (67.3) | 0.10 |
| | 10 (20.4) | 17 (32.7) | 14 (28.6) | 0.37 |
| | 1 (2.0) | 5 (9.6) | 2 (4.1) | 0.21 |
| 44 (89.8) | 44 (84.6) | 43 (87.8) | 0.73 | |
| 28 (44.9) | 21 (40.4) | 26 (53.1) | 0.43 | |
| 54.8 | 49.2 | 47.3 | 0.96 | |
| 3.6 ± 0.3 | 3.7 ± 0.3 | 3.7 ± 0.4 | 0.58 | |
| 11.3 ± 1.2 | 11.1 ± 1.2 | 11.1 ± 1.4 | 0.58 | |
| 28.7 ± 15.0 | 26.9 ± 9.90 | 28.8 ± 12.3 | 0.68 | |
| 436.0 | 504.0 | 472.0 | 0.59 | |
| 5.2 (2.6–8.2) | 7.3 (4.2–10.9) | 8.8 (5.8–12.4) | 0.01 | |
| 8.86 ± 0.47 | 8.81 ± 0.64 | 8.55 ± 0.77 | 0.03 | |
| 2.21 ± 0.11 | 2.20 ± 0.16 | 2.13 ± 0.19 | 0.03 | |
| 3.4 (2.9–3.7) | 4.3 (4.1–4.8) | 5.7 (5.3–6.2) | <0.001 | |
| 91.0 | 90.0 | 90.0 | 0.76 | |
| 162.0 | 327.5 | 392.0 | <0.001 | |
| 10.7 ± 6.4 | 9.9 ± 5.0 | 9.0 ± 3.7 | 0.29 | |
| 9.7 ± 6.2 | 10.5 ± 6.7 | 12.6 ± 6.7 | 0.08 | |
| 158.0 | 502.5 | 1030.0 | <0.01 | |
| 471.0 | 959.5 | 1561.0 | <0.001 |
¶ Mean ± Standard deviation (SD)
§ Median and Interquartile Range (IQR)
a BMI, Body Mass Index
b Dialysis Vintage, Time since the initiation of dialysis
c Hb, Hemoglobin serum levels
d TSAT, Transferrin Saturation
e hs-CRP, C-Reactive Protein
f Ca, total serum calcium
g Ca, Ionized Serum Calcium
h P, Serum Phosphate
i iPTH, Intact Parathyroid Hormone
j 25 (OH)D, 25 hydroxy vitamin D (calcidiol)
k 1,25 (OH)2 D, 1,25 dihydroxy vitamin D (calcitriol)
l iFGF23, Intact Fibroblast Growth Factor 23
m cFGF23, C-Terminal Fibroblast Growth Factor 23.
- To convert iCa in mEq/L to mmol/L, multiply by 0.5.
- One-way ANOVA with Bonferroni corrections for multiple comparisons
Multivariable linear regression analysis showing the association between ln-iFGF23 as dependent variables and mineral metabolism parameters, inflammatory markers, and dialysis features, (n = 150).
| Multivariable | ln-iFGF23 | ||
|---|---|---|---|
| 0.16 | 0.06–0.48 | 0.01 | |
| 0.23 | 0.91–2.97 | <0.001 | |
| 0.65 | 0.51–0.76 | <0.001 | |
| -0.15 | -0.02—-0.03 | 0.01 | |
| 0.18 | 0.10–0.51 | <0.01 | |
| 0.22 | 0.84–2.86 | <0.001 | |
| 0.61 | 0.48–0.72 | <0.001 | |
| 0.16 | 0.06–0.48 | <0.01 | |
| 0.23 | 0.91–2.97 | <0.001 | |
| 0.65 | 0.51–0.76 | <0.001 |
a hs-CRP, C Reactive Protein
b iCa, Serum Ionized Calcium
c P, Serum Phosphate.
Model 1: adjusted for serum phosphate, ionized serum calcium, and hs-CRP. (R2 = 0.47)
Model 2: Adjusted for model 1 plus age, dialysis vintage, serum ferritin, iPTH, 25 (OH) D, and 1,25 (OH) 2D. (R2 = 0.50)
Model 3: adjusted for model 1 plus calcium dialysate, the use of calcium-based binders, calcium-free binders, paricalcitol, cinacalcet and erythropoietin (R2 = 0.47)
Standardized regression coefficients
Multivariable linear regression analysis showing the association between ln-cFGF23 as dependent variables and mineral metabolism parameters, inflammatory markers, and dialysis features, (n = 150).
| Multivariable | ln-cFGF23 | ||
|---|---|---|---|
| 0.35 | 0.34–0.69 | <0.001 | |
| 0.50 | 0.32–0.52 | <0.001 | |
| -0.20 | -0.02—-0.07 | <0.001 | |
| 0.23 | 0.003–0.01 | <0.001 | |
| 0.37 | 0.37–0.70 | <0.001 | |
| 0.44 | 0.27–0.46 | <0.001 | |
| 0.35 | 0.34–0.69 | <0.001 | |
| 0.50 | 0.32–0.52 | <0.001 |
a hs-CRP, C Reactive Protein
b P, Serum Phosphate
c Dialysis vintage, time since the initiation of dialysis.
Model 1: adjusted for serum phosphate, ionized serum calcium, and hs-CRP. (R2 = 0.46)
Model 2: adjusted for model 1 plus age, dialysis vintage, serum ferritin, iPTH, ferritin, 25 (OH) D, and 1,25 (OH) 2D. (R2 = 0.54)
Model 3: adjusted for model 1 plus calcium dialysate, the use of calcium-based binders, calcium-free binders, paricalcitol, cinacalcet and erythropoietin (R2 = 0.46)
Standardized regression coefficients
Fig 4The degree of influence (expressed in percent) of the various independent variables on the serum levels of iFGF23 (A) and cFGF23 (B). The proportional contribution (Relative weights; RWs) of each of the independent variables on the serum levels of FGF23 were calculated. Statistical significance of RWs were assessed as described elsewhere [38,39]. Statistical significance is based on the values of confidence intervals; if zero is excluded from the confidence interval, the RW is significant. The RWs significance test was run only for variables that showed statistical significance in the linear regression models. The proportional contribution of serum iPTH, 25 (OH) D, 1,25 (OH) 2 D, ferritin, calcium dialysate, the use of cinacalcet or paricalcitol, calcium-based, and calcium-free phosphate binders are grouped as “others” since their individual contribution was limited. S4 Table shows the detailed proportionate contribution of each variable for the entire population and separated according to phosphate levels below or above the median. Lowercase letters above columns identify different groups analyzed, a1-b1 overall population, a2-b2 patients with P<4.35 mg/dL and a3-b3 patients with P>4.35 mg/dL for iFGF23 and cFGF23 respectively. For iFGF23 (A) RWs of serum phosphate (CI for significance 0.24–0.47), ionized calcium [iCa] (CI for significance 0.001–0.07) and hs-CRP (CI for significance 0.01–0.10) were significantly different in the entire population (a1). Moreover, RWs of serum phosphate was significantly greater than the RWs of iCa, hs-CRP and age RWs`. In patients with P<4.35 mg/dL (a2), RWs of serum iCa (CI for significance 0.01–0.26) and phosphate (CI for significance 0.14–0.41) were significant as compared to the other variables. Interestingly, there was no difference between the RWs of phosphate and iCa in this group of patients (a2). In patients with phosphate above the median (P>4.35 mg/dL) [a3], only the RWs of hs-CRP (CI for significance 0.00–0.12) and phosphate (CI for significance 0.06–0.45) were significant. The RW of phosphate (59.9%) was significantly greater than that of the RWs of age (CI for significance -0.45—-0.04), hs-CRP (CI for significance -0.44—-0.02), and iCa (CI for significance -0.49—-0.07). (B) Regarding cFGF23, in the overall population (b1) serum phosphate remained to be the main contributor (40.6%). Together with phosphate (CI for significance 0.18–0.34), RWs of hs-CRP (CI for significance 0.10–0.26), dialysis vintage (CI for significance 0.01–0.14), and age (CI for significance 0.008–0.12) were also significant. RWs of phosphate and hs-CRP were not different (CI for significance -0.20–0.04). Contribution of hs-CRP was far more important than that of iCa (31.0 vs 1.0%); (b1). In the group of patients with P<4.35 mg/dL (b2), hs-CRP (CI for significance 0.09–0.40) and phosphate (CI for significance 0.02–0.20) were the two significant RWs. hs-CRP contributed far more than phosphate, age and dialysis vintage. Finally, in the group of patients with P>4.35 mg/dL (b3), dialysis vintage (CI for significance 0.05–0.32), hs-CRP (CI for significance 0.01–0.17), and serum phosphate (CI for significance 0.03–0.31) were the significant RWs. There were no differences between RWs of these three variables.