| Literature DB >> 30709341 |
L A Pedrini1, A C Winter2, F Cerino3, A M Zawada4, M Garbelli2, A Feuersenger2, A Feliciani1, P Ruggiero1, S Civardi5, C Amato2, B Canaud2, S Stuard2, A Karch2, A Gauly2.
Abstract
BACKGROUND: Innovative care models such as public-private partnerships (PPPs) may help meet the challenge of providing cost-effective high-quality care for the steadily growing and complex chronic kidney disease population since they combine the expertise and efficiency of a specialized dialysis provider with the population care approach of a public entity. We report the five-years main clinical outcomes of a population of patients treated on hemodialysis within a PPP-care model in Italy.Entities:
Keywords: Hemodialysis, Hemodiafiltration, Survival, Outcome, Hospitalization, Outsourcing, Public private partnership
Mesh:
Year: 2019 PMID: 30709341 PMCID: PMC6359808 DOI: 10.1186/s12882-019-1224-2
Source DB: PubMed Journal: BMC Nephrol ISSN: 1471-2369 Impact factor: 2.388
Patient characteristicsb
| Characteristics | Prevalent patients | Incident patients | All patients |
|---|---|---|---|
| Age, years | 66.8 (14.5) | 67.2 (12.9) | 67.0 (13.7) |
| Gender | |||
| Female | 73 (37.1) | 64 (31.4) | 137 (34.2) |
| Male | 124 (62.9) | 140 (68.6) | 264 (65.8) |
| Dry body weight, kg | 68.6 (13.9) | 74.1 (15.3) | 71.4 (14.8) |
| Body mass indexa, kg/m2 | 25.1 (4.1) | 27.1 (6.2) | 26.2 (5.4) |
| CCIb | 4.2 (2.1) | 4.2 (2.0) | 4.2 (2.0) |
| Age-adjusted CCIb,c | 6.7 (2.8) | 6.7 (2.6) | 6.7 (2.7) |
| Single CCI comorbiditiesb | |||
| Myocardial infarction | 24 (12.2) | 25 (12.3) | 49 (12.2) |
| Congestive heart failure | 13 (6.6) | 12 (5.9) | 25 (6.2) |
| Peripheral vascular disease | 72 (36.5) | 74 (36.3) | 146 (36.4) |
| Cerebrovascular disease | 29 (14.7) | 31 (15.2) | 60 (15.0) |
| Dementia | 10 (5.1) | 8 (3.9) | 18 (4.5) |
| Chronic pulmonary disease | 19 (9.6) | 21 (10.3) | 40 (10.0) |
| Rheumatic disease | 1 (0.5) | 1 (0.5) | 2 (0.5) |
| Peptic ulcer disease | 5 (2.5) | 10 (4.9) | 15 (3.7) |
| Mild liver disease | 35 (17.8) | 11 (5.4) | 46 (11.5) |
| Moderate or severe liver disease | 2 (1.0) | 2 (1.0) | 4 (1.0) |
| Diabetes with chronic complication | 47 (23.9) | 74 (36.3) | 121 (30.2) |
| Hemiplegia or paraplegia | 1 (0.5) | 1 (0.5) | 2 (0.5) |
| Renal disease | 197 (100.0) | 204 (100.0) | 401 (100.0) |
| Any malignancy (except malignant skin neoplasms) | 41 (20.8) | 42 (20.6) | 83 (20.7) |
| Metastatic solid tumor | 5 (2.5) | 2 (1.0) | 7 (1.7) |
| HIV/AIDS | 2 (1.0) | 1 (0.5) | 3 (0.7) |
| Hypertensiond | 84 (42.6) | 63 (30.9) | 147 (36.7) |
| Dialysis vintagee | 70.3 (74.0) | 0.2 (0.2) | 34.6 (62.6) |
The data were expressed as mean (standard deviation) or number (%), as appropriate
aBody mass index is based on dry weight
bFor CCI and single comorbidities, the numbers are derived from the entire follow-up period; the other variables are baseline parameters
cFor calculation of age-adjusted CCI one point was added to the CCI for each decade of age over 40 (e.g., 50–59 years, 1 point; 80–89 years, 4 points)
dHypertension was defined as predialysis blood pressure: ≥150/85 mmHg
eDialysis vintage is calculated as the number of months from renal replacement initiation date to index date
AIDS acquired immunodeficiency syndrome, CCI Charlson Comorbidity Index, HIV human immunodeficiency virus
Treatment characteristics and laboratory variables of the patients in the first 6 months of follow-up
| Prevalent patients | Incident patients | All patients | |
|---|---|---|---|
| Most frequently applied treatment modalitya | |||
| hf-HD | 82 (41.6) | 178 (87.3) | 260 (64.8) |
| post- HDF | 92 (46.7) | 22 (10.8) | 114 (28.4) |
| mixed- HDF | 23 (11.7) | 4 (2.0) | 27 (6.7) |
| Most frequently applied vascular access typea | |||
| AV Fistula | 145 (73.6) | 115 (56.4) | 260 (64.8) |
| Permanent central vascular catheter | 30 (15.2) | 57 (27.9) | 87 (21.7) |
| Temporary central vascular catheter | 1 (0.5) | 31 (15.2) | 32 (8.0) |
| Graft | 17 (8.6) | 1 (0.5) | 18 (4.5) |
| Not known | 4 (2.0) | 0 (0) | 4 (1.0) |
| Effective treatment time, min | 232.4 (11.7) | 237.5 (10.9) | 235.0 (11.6) |
| Blood flow rate, ml/min | 354.8 (45.7) | 292.7 (52.9) | 323.2 (58.4) |
| Convective volume, L/session | |||
| On post-HDF | 27.8 (4.4) | 30.5 (11.5) | 28.3 (6.4) |
| On mixed- HDF | 42.7 (4.1) | 40.2 (3.0) | 42.3 (4.0) |
| Substitution volume, L/session | |||
| On post- HDF | 25.7 (4.4) | 28.7 (11.8) | 26.3 (6.5) |
| On mixed- HDF | 40.3 (4.1) | 37.4 (2.9) | 39.9 (4.0) |
| % of total substitution volume infused in post-dilution in mixed-HDF | 54 (8) | 64 (2) | 55 (8) |
| OCM KtV | 1.65 (0.25) | 1.54 (0.35) | 1.59 (0.31) |
| Dry body weight, kg | 68.1 (13.7) | 71.3 (14.7) | 69.7 (14.3) |
| Average overhydrationb | 12.2 (7.1) | 12.2 (7.1) | 12.2 (7.1) |
| Relative overhydration, %c | 10.4 (6.8) | 10.5 (6.8) | 10.5 (6.8) |
| Laboratory variables | |||
| Hemoglobin, g/dl | 11.2 (0.9) | 10.4 (1.0) | 10.8 (1.0) |
| Ferritin, μg/l | 402.0 (253.8) | 185.1 (199.1) | 295.0 (252.7) |
| Transferrin saturation, % | 27.9 (15.5) | 21.6 (10.6) | 24.8 (13.7) |
| Albumin, g/dl | 3.6 (0.4) | 3.5 (0.5) | 3.5 (0.4) |
| Total calcium, mg/dl | 9.0 (0.5) | 8.9 (0.5) | 8.9 (0.5) |
| Phosphate, mg/dl | 4.0 (1.1) | 4.3 (1.1) | 4.2 (1.1) |
| Intact Parathormon, pg/ml | 183.0 (147.1) | 206.8 (158.7) | 194.4 (153.1) |
| C-reactive protein, mg/ld | 0.8 [0.3; 4.9] | 4.0 [1.4; 14.3] | 2.1 [0.5; 9.0] |
| Total cholesterol, mg/dl | 161.6 (37.6) | 170.6 (42.9) | 165.8 (40.4) |
| HDL cholesterol, mg/dl | 43.1 (17.4) | 45.1 (14.9) | 44.1 (16.3) |
| LDL cholesterol, mg/dl | 86.2 (28.4) | 97.2 (34.7) | 91.4 (31.9) |
| Triglycerides, mg/dl | 152.7 (70.9) | 149.4 (73.4) | 151.1 (72.0) |
The data were expressed as mean (standard deviation) or number (%), as appropriate except where indicated
aThe most frequently applied treatment characteristic per patient during the 6-month follow-up period is considered for the calculations
bAverage overhydration was calculated as (predialysis body weight – normohydration body weight) [kg] / extracellular fluid [L] × 100
cRelative overhydration was calculated as (predialysis body weight – postdialysis body weight) [kg] / extracellular fluid [L]
dThe C-reactive protein values were not normally distributed. Therefore, these data are expressed as median (interquartile ranges)
For all laboratory and treatment parameters, except the number of treatment sessions, multiple measurements during the 6-month follow-up period were averaged for each patient, and the descriptive statistics presented in this table was calculated based on these patient means
AV arteriovenous, HDL high-density lipoprotein, hf-HD high-flux hemodialysis, LDL low-density lipoprotein, mixed-HDF online mixed-dilution hemodiafiltration, OCM online clearance monitor, post-HDF online post-dilution hemodiafiltration
Dialysis performance indicators during the study period
| 2012 | 2013 | 2014 | 2015 | 2016 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| hf-HD | Mixed-HDF | Post-HDF | hf-HD | Mixed-HDF | Post-HDF | hf-HD | Mixed-HDF | Post-HDF | hf-HD | Mixed-HDF | Post-HDF | hf-HD | Mixed-HDF | Post-HDF | |
| Session time, h | 3.9 (0.2) | 4.0 (0.2) | 3.9 (0.2) | 4.0 (0.1) | 4.0 (0.1) | 4.0 (0.1) | 4.0 (0.2) | 4.0 (0.1) | 4.0 (0.1) | 3.9 (0.2) | 4.0 (0.1) | 4.0 (0.1) | 4.0 (0.1) | 4.0 (0.1) | 4.0 (0.1) |
| Blood flow rate, ml/min | 327 (59) | 387 (22) | 383 (32) | 334 (44) | 392 (22) | 388 (25) | 320 (46) | 387 (28) | 378 (31) | 343 (39) | 382 (28) | 376 (31) | 348 (36) | 376 (28) | 385 (24) |
| OCM KtV | 1.74 (0.49) | 1.96 (0.38) | 1.97 (0.39) | 1.78 (0.31) | 1.92 (0.32) | 1.96 (0.35) | 1.75 (0.42) | 1.89 (0.34) | 1.91 (0.31) | 1.77 (0.35) | 1.89 (0.36) | 1.88 (0.32) | 1.75 (0.28) | 1.90 (0.29) | 1.89 (0.35) |
| Substitution volume, L/session | – | 41.3 (4.0) | 26.2 (4.7) | – | 38.6 (4.1) | 25.9 (2.8) | – | 39.6 (4.7) | 26.4 (2.4) | – | 37.8 (3.8) | 24.4 (3.4) | – | 37.9 (3.9) | 27.6 (3.7) |
| Substitution volume infused in post-dilution, % | – | 53 (6) | 100 (0) | – | 62 (9) | 100 (0) | – | 63 (6) | 100 (0) | – | 63 (6) | 100 (0) | – | 63 (4) | 100 (0) |
| Dry body weight, kg | 63.5 (13.4) | 71.5 (15.4) | 70.5 (13.6) | 62.6 (15.0) | 72.1 (14.0) | 69.7 (13.0) | 64.1 (15.8) | 72.8 (13.4) | 71.1 (15.7) | 62.7 (11.9) | 71.4 (14.2) | 77.4 (14.5) | 63.8 (12.6) | 72.4 (15.3) | 75.5 (14.8) |
| Hemoglobin, g/dl | 11.1 (1.5) | 11.4 (1.6) | 11.3 (1.1) | 11.3 (1.3) | 11.5 (1.3) | 11.4 (1.4) | 11.1 (1.1) | 11.5 (1.3) | 10.9 (1.2) | 11.2 (1.1) | 11.5 (1.1) | 11.0 (1.6) | 11.0 (1.1) | 11.4 (0.9) | 11.2 (1.2) |
| Intact parathyroid hormone, pg/ml | 169 (162) | 163 (103) | 158 (123) | 177 (163) | 194 (166) | 174 (164) | 175 (146) | 232 (193) | 200 (143) | 204 (156) | 245 (168) | 215 (155) | 177 (144) | 202 (160) | 222 (128) |
| Phosphate, mg/dl | 3.9 (1.3) | 4.1 (1.0) | 4.1 (1.1) | 3.7 (1.1) | 3.7 (1.0) | 4.1 (1.2) | 4.1 (1.2) | 3.6 (1.0) | 3.9 (0.9) | 4.0 (1.1) | 3.9 (1.2) | 4.2 (1.1) | 3.9 (1.1) | 4.0 (1.1) | 4.3 (1.1) |
| Potassium, mmol/l | 4.8 (0.6) | 5.0 (0.6) | 4.9 (0.8) | 4.8 (0.7) | 4.9 (0.6) | 4.9 (0.6) | 5.0 (0.6) | 4.8 (0.5) | 4.8 (0.5) | 4.7 (0.6) | 5.0 (0.6) | 4.9 (0.6) | 4.8 (0.6) | 4.9 (0.6) | 4.8 (0.6) |
| nPCR, g/kg/day | 1.13 (0.47) | 1.12 (0.31) | 1.13 (0.44) | 1.05 (0.28) | 1.14 (0.31) | 1.11 (0.26) | 1.04 (0.26) | 1.04 (0.25) | 1.11 (0.21) | 1.03 (0.24) | 1.08 (0.21) | 1.11 (0.22) | 1.07 (0.30) | 1.01 (0.23) | 1.03 (0.25) |
The data were expressed as mean (standard deviation)
Patients included in this part of the analyses are all patients who received treatment in Seriate Dialysis Units during December of the respective year
OCM online clearance monitor, nPCR normalized protein catabolic rate
Hospitalization outcomes of patients throughout the study period
| Prevalent patients | Incident patients | All patients | |
|---|---|---|---|
| Mean (min; max) follow-up time | 3.17 (0.01; 5.00) | 1.80 (0.01; 4.78) | 2.47 (0.01; 5.00) |
| Total number of hospital admissions | 491 | 415 | 906 |
| Average number of hospital admissions per patienta | 2.49 | 2.03 | 2.26 |
| Average number of hospital admissions per patient year | 0.79 | 1.13 | 0.91 |
| Average length of hospital stay, days (SD) | 8.9 (11.0)b | 8.9 (11.4) | 8.9 (11.2) |
aNumbers relate to the complete follow-up time
bOne extreme value (hospital stay of 367 days) was excluded from the analysis
Cumulative all-cause mortality incidences of the patients every 6 months throughout the study period
| Prevalent patients | Incident patients | All patients | |||||||
|---|---|---|---|---|---|---|---|---|---|
| FU [month] | CIF | Lower 95% CI | Upper 95% CI | CIF | Lower 95% CI | Upper 95% CI | CIF | Lower 95% CI | Upper 95% CI |
| 6 | 0.026 | 0.010 | 0.055 | 0.064 | 0.035 | 0.106 | 0.044 | 0.027 | 0.068 |
| 12 | 0.078 | 0.046 | 0.122 | 0.106 | 0.066 | 0.157 | 0.092 | 0.065 | 0.125 |
| 18 | 0.143 | 0.097 | 0.197 | 0.134 | 0.088 | 0.191 | 0.140 | 0.106 | 0.178 |
| 24 | 0.180 | 0.129 | 0.239 | 0.173 | 0.118 | 0.237 | 0.178 | 0.140 | 0.221 |
| 30 | 0.229 | 0.172 | 0.291 | 0.210 | 0.147 | 0.280 | 0.222 | 0.179 | 0.268 |
| 36 | 0.272 | 0.210 | 0.338 | 0.249 | 0.176 | 0.329 | 0.264 | 0.216 | 0.313 |
| 42 | 0.300 | 0.235 | 0.367 | 0.267 | 0.188 | 0.353 | 0.289 | 0.239 | 0.341 |
| 48 | 0.354 | 0.286 | 0.423 | 0.289 | 0.202 | 0.382 | 0.338 | 0.284 | 0.394 |
| 54 | 0.398 | 0.327 | 0.468 | 0.359 | 0.235 | 0.485 | 0.386 | 0.328 | 0.444 |
| 60 | 0.420 | 0.348 | 0.490 | 0.359 | 0.235 | 0.485 | 0.408 | 0.347 | 0.467 |
CIF cumulative incidence function estimate, CI confidence interval, FU follow-up
Fig. 1Plot showing the cumulative all-cause mortality incidences of prevalent (blue) and incident (red) patients as well as of the total study population (green)