Submitted:
06 September 2024
Posted:
09 September 2024
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Abstract
Keywords:
1. Introduction
2. Methods
2.1. Study Population
2.2. Cross-Sectional Study
2.3. Prospective Study
2.4. Statistical Analysis
3. Results
3.1. Cohort Characterization
3.1.1. Cross-Sectional Study: Associations of iFGF-23 and Pi with CV-Related Clinical Parameters at Baseline
3.1.2. Prospective Study: Phosphate, within Reference Levels, Is independently Associated with All-Cause Mortality in a 5-Year Follow-Up
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Data Availability Statement
Conflicting of Interests
References
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| Stage 1-2 (n=29) |
Stage 3a-3b (n=25) |
Stage 4-5 (n=28) |
p1 | p* 1-2 vs 3a-3b | p* 1-2 vs 4-5 | p* 3a-3b vs 4-5 | |
|---|---|---|---|---|---|---|---|
| DEMOGRAFIC DATA | |||||||
| Age (years), mean±sd | 49.2 ±14.3 | 58.0 ±15.6 | 66.3 ±13.7 | <0.001 | 0.083 | <0.001 | 0.125 |
| Gender Male (n, %) | 11 (37.9) | 17 (68.0) | 14 (50.0) | 0.087 | |||
| Charlson Index score mean±sd | 1.6 ±2.1 | 4.4 ±2.9 | 6.1 ±2.4 | <0.001 | <0.001 | <0.001 | 0.037 |
| Body mass index mean±sd | 29.4 ±6.8 | 28.9 ±4.5 | 25.5 ±4.9 | 0.075 | |||
| Diabetes, n (%) | 5 (13.8) | 8 (32.0) | 14 (50.0) | 0.0133 | 0,327 | 0,009 | 0,552 |
| Hypertension n (%) | 16 (52.2 | 20 (80.0) | 26 (92.9) | 0.0033 | 0,162 | 0,003 | 0,702 |
| Systolic blood pressure, (mmHg) | 129 ±18 | 135 ±25 | 132 ±18 | 0.577 | |||
| Diastolic blood pressure (mmHg) | 74 ±13 | 77 ±13 | 76 ±15 | 0.449 | |||
| Heart rate (bpm) | 70 ±14 | 66 ±12 | 73 ±13 | 0.232 | |||
| Cardiovascular disease, n (%) | 4 (13.8) | 9 (36.0) | 10 (35.7) | 0.104 | |||
| CKD RELATED PARAMETERS | |||||||
| eGFR CKD-EPI (ml/min/1,73m2) mean±sd | 97.7 ±24.1 | 44.5 ±7.9 | 19.9 ±7.0 | <0.001 | <0.001 | <0.001 | <0.001 |
| iFGF-23, median (IQR) | 28,3 (14,1-54,6) |
67,8 (46,2-91,5) |
145,9 (98,1-219,9) |
<0,001 | <0,001 | <0,001 | <0,001 |
| Calcium (mg/dL) mean±sd | 4.6 ±0.2 | 4.8 ±0.3 | 4.5 ±0.3 | 0.013 | 0.222 | 0.604 | 0.010 |
| Phosphate (mg/dL) mean±sd | 3.0 ± 0.4 | 3.3 ±0.5 | 3.9 ±0.6 | <0.001 | 0.118 | <0.001 | <0.001 |
| Parathormone (pg/mL) mean±sd | 53.1±24.6 | 75.5±39.3 | 183.6 ±158.0 | <0.001 | >0.999 | <0.001 | 0.001 |
| Protein/creatinine ratio (mg/g), median (IQR) | 221.0 (84.0-841.6) |
402.0 (152.0-1035.4) |
981.4 (453.0-2966.0) |
0.0042 | 0.336 | 0.006 | 0.123 |
| CARDIOVASCULAR RELATED PARAMETERS | |||||||
| Hemoglobin | 13.4 (12.3-15.20) | 13.2 (12.5-14.8) | 11.1 (10.6-12.3) | <0.001 | >0.999 | <0.001 | <0.001 |
| Ferritin | 144 (51-324) | 104 (67-183) | 172 (75-256) | 0.633 | |||
| Sedimentation velocity mean±sd | 26±22 | 23 ±16 | 54 ±32 | 0.005 | >0.999 | 0.012 | 0.014 |
| Albumin (g/dL) mean±sd | 40.5 ±4.1 | 39.9 ±8.6 | 37.9 ±4.5 | 0,221 | |||
| Total Cholesterol (mg/dL) mean±sd | 182 ±44 | 179 ±42 | 178 ±47 | 0.940 | |||
| HDL Cholesterol (mg/dL) mean±sd | 53 ±16 | 54 ±15 | 47 ±15 | 0.240 | |||
| Triglycerides (mg/dL) mean±sd | 129 ±98 | 111 ±39 | 174±85 | 0.018 | >0.999 | 0.129 | 0.020 |
| Acid uric mean±sd | 5.7 ±2.2 | 7.1 ±1.5 | 7.7 ±1.9 | <0.001 | 0.033 | <0.001 | 0.777 |
| C reactive protein (mg/L) median (IQR) | 2.0 (1.0-4.3) |
3.0 (1.6-8.1) |
2.8 (1.1-8.4) |
0.5012 | |||
| BNP (pg/mL) median (IQR) | 30.2 (18.3-70.1) |
74.8 (67.0-105.0) |
74.5 (45.4-327.8) |
0.0302 | 0.189 | 0.036 | >0.999 |
| Left Ventricular Mass (g) mean±sd | 269.5 ±163.5 | 175.0 ±72.6 | 189.5 ±61.2 | 0.333 | |||
| Ejection Fraction (%) mean±sd | 60 ±9 | 62 ±8 | 61 ±8 | 0.921 | |||
| THERAPEUTICS | |||||||
| ACE inhibitors, n (%) | 12 (41.4) | 9 (36.0) | 7 (25.0) | 0.416 | |||
| ARBs, n (%) | 15 (51.7) | 14 (56.0) | 20 (71.4) | 0.091 | |||
| Phosphate binders, n (%) | 1 (3.4) | 1 (4.0) | 2 (7.1) | 0.787 | |||
| Cholecalciferol, n (%) | 7 (24.1) | 4 (16.0) | 11 (39.3) | 0.149 | |||
| Vitamine D analogues, n (%) | 1 (3.4) | 5 (20.0) | 13 (46.4) | <0.001 | 0.235 | <0.001 | 0.240 |
| Statins, n (%) | 14 (48.3) | 12 (48.0) | 20 (71.4) | 0.131 | |||
| Circulating intact FGF-23 | Serum Phosphate | |||||
|---|---|---|---|---|---|---|
| Median | p | r | Median | p | r | |
| Gender (Female/Male) | (59.9/72.5) | 0,492* | (3.40/3.35) | 0,599* | ||
| Age (years) | 0,460 (<0.001)‡ | 0.292 (0,008) ‡ | ||||
| Hypertension (Yes/No) | 79.63 | 0,005* | 3.40 | 0,027* | ||
|
Diabetes (Yes/No) |
115.43 | <0,001* | 3.65 | 0,009* | ||
|
Dyslipidemia (Yes/No) |
78.32 | 0,075* | 3.40 | 0,358* | ||
|
Baseline CV disease (Yes/No) |
92.00 | 0,02* | 3.50 | 0,137* | ||
|
Baseline CbV disease (Yes/No) |
121.48 | 0,146* | 3.40 | 0,601* | ||
| Charlson Comorbidity Index | 0,595 (<0.001)‡ | 0.417 (<0.001)‡ | ||||
| Circulating intact FGF-23 | Serum Phosphate |
|
|---|---|---|
| CKD RELATED PARAMETERS | ||
| eGFR CKD-EPI (ml/min/1,73m2) | -0,789 (<0.001) | -0.621 (<0.001) |
| Creatinine (mg/dL) | 0,756(<0.001) | 0.632 (<0.001) |
| Urea (mg/dL) | 0,713 (<0.001) | 0.668 (<0.001) |
| Protein/creatinine ratio (mg/g) | 0,297 (0.010) | 0.376 (<0.001) |
| Calcium (mg/dL) | -0,292 (0.008) | -0.125 (0.267) |
| Phosphate (mg/dL) | 0,558 (<0.001) | -- |
| Intact FGF-23 (mg/mL) | -- | 0,558 (<0.001) |
| Parathormone (pg/mL) | 0,595 (<0.001) | 0.506 (<0.001) |
| 25-OH-Vitamin D (ng/mL) | 0,142 (0,260) | 0.024 (0.852) |
|
CARDIOVASCULAR RELATED PARAMETERS |
||
| Hemoglobin (g/dL) | -0,413 (<0.001) | -0.538 (<0.001) |
| Ferritin (µg/L) | 0.105 (0.396) | -0.003 (0.984) |
| Albumin (g/dL) | -0,382 (<0.001) | -0,286 (<0.010) |
| Total Cholesterol (mg/dL) | -0,245 (0.023) | -0,217 (0.056) |
| HDL Cholesterol (mg/dL) | -0,262 (0.020) | -0.087 (0.448) |
| Triglycerides (mg/dL) | 0,248 (0.028) | 0.224 (0.049) |
| Uric Acid (mg/dL) | 0,316 (0,004) | 0.265 (0.018) |
| C reactive protein (mg/L) | 0,125 (0,362) | -0.041 (0.768) |
| BNP (pg/mL) | 0,312 (0,042) | 0.313 (0.041) |
| Left Ventricular Hypertrophy | -0,152 (0,674) | 0.128 (0.724) |
| Ejection Fraction | 0,073 (0,760) | 0.69 .772) |
| Outcome (n = 65) | (n, %) |
|---|---|
| MACCEs | 4 (6,2) |
| Acute myocardial infarction | 1 (1,5) |
| Stroke | 1 (1,5) |
| Composite outcome on CKD progression*1 | 19 (29,2) |
| Progression to ESRD | 10 (15,4) |
| Hospitalizations | 22 (33,8) |
| All-cause mortality | 5 (8) |
| CV mortality | 2 (3) |
| Composite cardiovascular outcome * | 23 (35,4) |
| Circulating intact FGF-23 | Serum Phosphate | ||||
|---|---|---|---|---|---|
| n | Median | p+ | Median | p+ | |
| CKD Progression (n=19) | 19 | 80.42 | 0,067 | 3.50 | 0,077 |
| All-cause mortality (n=5) | 5 | 97.79 | 0,247 | 4.40 | 0,020 |
| Hospitalizations (n=22) | 22 | 78.58 | 0,095 | 3.60 | 0,100 |
| MACCES (n=4) | 4 | 132.53 | 0,120 | 3.70 | 0,203 |
| Composite cardiovascular Outcome (n=23) | 78.84 | 0,037 | 3.25 | 0,045 |
| Mortality | |||
|---|---|---|---|
| OR | IC 95% | p | |
| Model 1 | |||
| PHOSPHATE | 6,137 | 0,809-46,573 | 0,079 |
| Renal function | 0,994 | 0,953-1,038 | 0,796 |
| Model 2 | |||
| PHOSPHATE | 6,244 | 1,067-36,543 | 0,042 |
| Age | 1,048 | 0,967-1,136 | 0,253 |
| Model 3 | |||
| PHOSPHATE | 5,948 | 0,981-36,062 | 0,052 |
| Charlson comorbidity index | 1,436 | 0,992-2,080 | 0,055 |
| Model 4 | |||
| PHOSPHATE | 7,577 | 1,0403-40,909 | 0,019 |
| Cardiovascular disease | 1,906 | 0,250-14,545 | 0,534 |
| Model 5 | |||
| PHOSPHATE | 10,943 | 1,727-69,363 | 0,011 |
| Hypertension | 0,170 | 0,016-1,818 | 0,143 |
| Model 6 | |||
| PHOSPHATE | 7,188 | 1,375-37,563 | 0,019 |
| Diabetes | 1,174 | 0,158-8,733 | 0,876 |
| Model 7 | |||
| PHOSPHATE | 8,361 | 1,390-50,295 | 0,020 |
| Dyslipidemia | 0,587 | 0,069-4,981 | 0,0625 |
| Model 8 | |||
| PHOSPHATE | 5,383 | 1,026-33,220 | 0,047 |
| iFGF-23 | 1,002 | 0,998-1,005 | 0,384 |
| Model 9 | |||
| PHOSPHATE | 15.024 | 1.033-218.459 | 0.047 |
| iPTH | 0.997 | 0.989-1.005 | 0.471 |
| Model 10 | |||
| PHOSPHATE | 7,167 | 1,051-48,855 | 0,044 |
| Hemoglobin | 0,994 | 0,560-1,764 | 0,982 |
| Model 11 | |||
| PHOSPHATE | 3,605 | 0,442-29,428 | 0,231 |
| PCR | 1,030 | 0,986-1,077 | 0,185 |
| Model 12 | |||
| PHOSPHATE | 6,015 | 1,042-34,729 | 0,045 |
| BNP | 1,003 | 0,996-1,010 | 0,397 |
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