| Literature DB >> 35085273 |
Raúl Lombardi1, Alejandro Ferreiro1, Daniela Ponce2, Rolando Claure-Del Granado3, Gustavo Aroca4, Yanissa Venegas5, Mariana Pereira6, Jonathan Chavez-Iñiguez7, Nelson Rojas8, Ana Villa7, Marcos Colombo9, Cristina Carlino10, Caio Guimarâes11, Mauricio Younes-Ibrahim11,12, Lilia Maria Rizo13, Gisselle Guzmán14, Carlos Varela15, Guillermo Rosa-Diez15, Diego Janiques11, Roger Ayala16, Galo Coronel8, Eric Roessler17, Serena Amor18, Washington Osorio19, Natalia Rivas20, Benedito Pereira21, Caroline de Azevedo22, Adriana Flores23, José Ubillo24, Julieta Raño8, Luis Yu25, Emmanuel A Burdmann25, Luis Rodríguez26, Gianny Galagarza-Gutiérrez27, Jesús Curitomay-Cruz28.
Abstract
The Latin American Society of Nephrology and Hypertension conducted a prospective cohort, multinational registry of Latin American patients with kidney impairment associated to COVID-19 infection with the objective to describe the characteristics of acute kidney disease under these circumstances. The study was carried out through open invitation in order to describe the characteristics of the disease in the region. Eight-hundred and seventy patients from 12 countries were included. Median age was 63 years (54-74), most of patients were male (68.4%) and with diverse comorbidities (87.2%). Acute kidney injury (AKI) was hospital-acquired in 64.7% and non-oliguric in 59.9%. Multiorgan dysfunction syndrome (MODS) due to COVID-19 and volume depletion were the main factors contributing to AKI (59.2% and 35.7% respectively). Kidney replacement therapy was started in 46.2%. Non-recovery of renal function was observed in 65.3%. 71.5% of patients were admitted to ICU and 72.2% underwent mechanical ventilation. Proteinuria at admission was present in 62.4% of patients and proteinuria during hospital-stay occurred in 37.5%. Those patients with proteinuria at admission had higher burden of comorbidities, higher baseline sCr, and MODS was severe. On the other hand, patients with de novo proteinuria had lower incidence of comorbidities and near normal sCr at admission, but showed adverse course of disease. COVID-19 MODS was the main cause of AKI in both groups. All-cause mortality of the general population was 57.4%, and it was associated to age, sepsis as cause of AKI, severity of condition at admission, oliguria, mechanical ventilation, non-recovery of renal function, in-hospital complications and hospital stay. In conclusion, our study contributes to a better knowledge of this condition and highlights the relevance of the detection of proteinuria throughout the clinical course.Entities:
Mesh:
Year: 2022 PMID: 35085273 PMCID: PMC8794101 DOI: 10.1371/journal.pone.0261764
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline data, outcome and missing data for variables of general population.
| All (870) | Alive (326) | Dead (544) |
| Missing data | |
|---|---|---|---|---|---|
|
| 63 (54–74) | 59 (48.4–69) | 65 (57–75) | <0.001 | 63 |
|
| 541 (62.5) | 212 (65.2) | 383 (70.8) | NS | 4 |
|
| 0 | ||||
| | 536 (61.1) | 191 (58.6) | 345 (63.4) | NS | |
| | 341 (39.4) | 118 (36.2) | 225 (41.4) | NS | |
| | 278 (32.0) | 79 (24.2) | 199 (36.6) | <0.001 | |
| | 135 (15.5) | 50 (15.3) | 67 (12.3) | 0.038 | |
| | 117 (13.4) | 41 (12.6) | 94 (17.3) | NS | |
| | 60 (6.9) | 20 (6.19 | 40 (7.4) | NS | |
| | 23 (2.7) | 11 (3.4) | 13 (2.4) | NS | |
| | 111 (12.8) | 48 (14.7) | 63 (11.6) | NS | |
|
| 0 | ||||
| | 515 (59.2) | 139 (42.6) | 376 (69.1) | <0.001 | |
| | 311 (35.7) | 55 (47.5) | 156 (28.7) | <0.001 | |
| | 254 (29.2) | 47 (14.4) | 207 (38.1) | <0.001 | |
| | 182 (20.9) | 83 (25.5) | 99 (18.2) | 0.007 | |
| | 10 (1.2) | 4 (1.2) | 6 (1.1) | NS | |
|
| 2 (0–4) | 1.5 (0–5) | 2 (0–4) | NS | 122 |
|
| 3 (1–7) | 2 (1–5) | 4 (1–8) | <0.001 | 104 |
|
| 2 | ||||
| | 121 (13.9) | 85 (26.2) | 36 (6.6) | <0.001 | |
| | 384 (44.2) | 147 (45.2) | 237 (43.6) | NS | |
| | 363 (41.8) | 93 (28.6) | 270 (49.7) | <0.001 | |
|
| |||||
| | 1.20 (0.90–1.93) | 1.32 (0.97–2.31) | 1.19 (0.90–1.80) | <0.001 | 5 |
| | 4.2 (3.9–4.8) | 4.2 (3.9–4.8) | 4.2 (3.9–4.8) | NS | 66 |
| | 10400 (7800–14137) | 9550 (6975–12710 | 11200 (8225- | <0.001 | 12 |
| | 236 (174–302) | 233 (174–294) | 15795) | NS | 6 |
| | 1.1 (1.00–1.26) | 1.1 (1.0–1.2) | 239 (174–307) | NS | 294 |
| | 1067 (554–1895) | 840 (366–1307) | 1.1 (1.02–1.29) | <0.001 | 398 |
| | 7.39 (7.30–7.43) | 7.38 (7.30–7.44) | 1285 (689–2000) | NS | 161 |
| | 22 (19–24) | 21 (18.5–24) | 7.39 (7.30–7.42) | NS | 164 |
| | 38 (23–63) | 35.5 (25–61) | 22 (19.24) | NS | 143 |
| | 32 (20–55) | 32 (20–52) | 39 (23–64) | NS | 145 |
| | 168 (81–421) | 123 (60–250) | 32 (20–60) | 0.004 | 549 |
| | 245 (62.3) | 74 (50.0) | 171 (69.8) | <0.001 | 482 |
| | 144 (36.9) | 46 (31.3) | 98 (68.0) | NS | 480 |
|
| 3.60 (1.97–5.20) | 2–15 (1.49–4.40) | 4.10 (2.80–5.47) | 0.003 | 7 |
|
| 2.40 (1.10–4.10) | 1.08 (0.81–1.95) | 3.40 (2.11–4.90) | <0.001 | 27 |
|
| 134 (112–180) | 164 (123–237) | 123 (108–158) | <0.001 | 325 |
|
| 14 (12–15) | 13 (11.5–15) | 14 (2–15) | NS | 369 |
|
| 39 (37.5) | 16 (25.8) | 23 (54.8) | 0.015 | 766 |
|
| 547 (64.7) | 148 (48.2) | 399 (74.0) | <0.001 | 24 |
|
| 521 (60.8) | 244 (76.0) | 277 (51.7) | <0.001 | 13 |
|
| 402 (46.5) | 87 (27.0) | 315 (58.0) | <0.001 | 5 |
|
| 289 (35.2) | 229 (76.3) | 60 (11.5) | <0.001 | 48 |
|
| 622 (73.8) | 138 (42.7) | 484 (93.1) | <0.001 | 27 |
|
| 628 (74.1) | 136 (42.5) | 492 (93.2) | <0.001 | 22 |
|
| |||||
| | 439 (50.5) | 79 (25.1) | 360 (67.2) | <0.001 | 19 |
| | 76 (8.7) | 54 (17.4) | 22 (4.3) | <0.001 | 44 |
| | 47 (5.4) | 13 (4.2) | 34 (16.6) | NS | 41 |
| | 145 (16.7) | 51 (16.5) | 94 (18.1) | NS | 41 |
| | 161 (18.5) | 110 (34.9) | 51 (9.9) | <0.001 | 39 |
|
| 13 (8–23) | 14 (8–28) | 13 (8–21) | 0.046 | NS |
Values are presented as n (proportion) or median (interquartile range). COPD = chronic obstructive pulmonary disease; MODS = multiorgan dysfunction syndrome; sCr = serum creatinine; WBC = white blood count; INR = international normalized ratio; AST = aspartate aminotransferase; ALT = alanine transaminase; CK = creatine kinase; PEEP = positive end-expiratory pressure; PaO2/FiO2 = arterial/inspired O2 ratio; ICU = intensive care unit, nephrotoxic drugs = NSAID, ACEI, vancomycin, aminoglycosides, antiviral agents.
Risk factors independently associated to in-hospital mortality.
Multivariable logistic regression analysis. Variables entered in the model are those showed in Table 1.
| OR (CI 95%) | p | |
|---|---|---|
| Age (yrs) | 0.975 (0.955–0.996) | 0.017 |
| Sepsis-MODS as cause of AKI | 3.367 (1.689–6.7129) | 0.001 |
| Severe condition at admission | 3.697 (1.692–8.077) | 0.001 |
| Oliguric AKI | 2.045 (1.094–3.821) | 0.025 |
| Non recovery of renal function | 21.970 (12.195–39.578) | <0.001 |
| Mechanical ventilation | 15.790 (7.285–34.225) | <0.001 |
| In-hospital complication | 2.375 (1.052–5.359 | 0.037 |
| Length of hospital stay (days)* | 1.042 (1.023–1.061) | <0.001 |
For each day of hospital stay; MODS: multiorgan dysfunction syndrome.
Clinical characteristics of patients with proteinuria at admission.
Subgroup I.
| Variable | Proteinuria | No proteinuria | p |
|---|---|---|---|
| 245 | 148 | ||
| Comorbidities n (%) | |||
| Hypertension | 165 (67.3) | 85 (57.4) | 0.039 |
| Chronic kidney disease | 54 (22.0) | 7 (4.7) | <0.001 |
| No comorbidities | 23 (9.4) | 24 16.2) | 0.032 |
| Cause of acute kidney injury n (%) | |||
| SARS-CoV-2 MODS | 162 (66.1) | 83 (56.1) | 0.030 |
| sCr at admission mg/dl | 1.39 (0.90–2.64) | 0.99 (0.80–1.30) | <0.001 |
| Serum potassium at admission | 4.35 (4.00–5.02) | 4.10 (3.80–4.40) | <0.001 |
| sCr peak mg/dL | 4.10 (2.70–5.55) | 3.00 (1.50–4.90) | <0.001 |
| Kidney replacement therapy n (%) | 136 (56.0) | 60 (40.8) | 0.006 |
| Renal function recovery n (%) | 59 (25.5) | 61 (47.7) | <0.001 |
| ICU admission n (%) | 195 (79.9) | 100 (67.6) | 0.02 |
| Mechanical ventilation | 198 (81.1) | 101 (68.2) | 0.013 |
| Vasopressors n (%) | 158(67.2) | 74 (53.2) | 0.005 |
| In-hospital complication n (%) Infection | 23 (9.4) | 33 (22.7) | 0.001 |
| Last available Scr mg/dL | 3.00 (1.60–4.50) | 1.56 (0.90–3.14) | <0.001 |
| Mortality n (%) | 171 (69.8) | 74 (50.0) | <0.001 |
Variables associated independently with mortality.
Patients with proteinuria at admission. Variables entered in the model are listed in S4 Table.
| Variable | OR (95% CI) |
|
|---|---|---|
| Age yrs | 0.943 (0.916–0.972) | <0.001 |
| Sepsis MODS | 4.156 (1.274–13.558) | 0.018 |
| Kidney replacement therapy | 2.850 (1.150–7.062) | 0.024 |
| Mechanical ventilation | 18.600 (5.236–66.076) | <0.001 |
| Non recovery of renal function | 51.009 (19.456–134.209) | <0.001 |
*For each year of age. MODS = multiorgan failure.
Characteristics of patients who developed de novo proteinuria.
Subgroup II.
| Variable | Proteinuria | No proteinuria | P |
|---|---|---|---|
| 39 | 65 | ||
| Male n (%) | 33 (84.6) | 43 (66.2) | 0.032 |
| Comorbidities n (%) | |||
| Hypertension | 27 (69.2) | 30(46.2) | 0.018 |
| No comorbidities | 3 (7.7) | 16 (24.6) | 0.025 |
| Cause of acute kidney injury n (%) | |||
| Dehydration/volume depletion | 5 (12.8) | 30 (46.2) | <0.001 |
| SARS-CoV-2 MODS | 37 (94.9) | 26 (40.0) | <0.001 |
| Nephrotoxic drugs | 2 (5.1) | 14 (21.5) | 0.020 |
| sCr at admission mg/dL | 0.90 (0.90–1.00) | 1.00 (0.80–1.40) | 0.016 |
| sCr peak mg/dL | 4.80 (3.40–6.20) | 1.80 (1.05–3.70) | <0.001 |
| Kidney replacement therapy n (%) | 33 (84.6) | 14 (21.5) | <0.001 |
| Renal function recovery n (%) | 15 (31.3) | 33 (50.8) | 0.022 |
| ICU admission n (%) | 37 (94.9) | 23 (35.4) | 0.000 |
| Mechanical ventilation n (%) | 37 (94.9) | 26 (40.0) | 0.000 |
| Vasopressors n (%) | 31 (81.6) | 17 (26.1) | 0.000 |
| In-hospital complications n (%) | |||
| Sepsis | 19 (48.7) | 16 (25.0) | 0.013 |
| Infection | 3 (7.7) | 21 (32.3) | 0.002 |
| No complications | 2 (5.1) | 17 (26.1) | 0.004 |
| Last available sCr mg/dL | 2.90 (1.10–3.70) | 1.00 (0.80–1.65) | 0.000 |
| Hospital lenght-of-stay days | 22 (14–37) | 10 (8–17) | 0.000 |
| Mortality n (%) | 23 (59.0) | 19 (29.2) | 0.003 |
MODS = multiorgan dysfuntion síndrome; ICU = intesive care unit; sCr = serum creatinine.
Variables associated independently with mortality.
Variables entered in the model are listed in S5 Table.
| OR (95% CI) |
| |
|---|---|---|
| Age yrs | 0.946 (0.905–0.987) | 0.011 |
| Oliguric AKI | 4.398 (1.128–17.138) | 0.003 |
| Mechanical ventilation | 15.243 (1.638–141.837) | 0.017 |