| Literature DB >> 21813009 |
Josh Hanson1, Md Mahtab Uddin Hasan, Annick A Royakkers, Shamsul Alam, Prakaykaew Charunwatthana, Richard J Maude, Sam T Douthwaite, Emran Bin Yunus, Murty L Mantha, Marcus J Schultz, M Abul Faiz, Nicholas J White, Nicholas P Day, Arjen M Dondorp.
Abstract
BACKGROUND: Acute renal failure is a common complication of severe malaria in adults, and without renal replacement therapy (RRT), it carries a poor prognosis. Even when RRT is available, delaying its initiation may increase mortality. Earlier identification of patients who will need RRT may improve outcomes.Entities:
Mesh:
Year: 2011 PMID: 21813009 PMCID: PMC3199906 DOI: 10.1186/1475-2875-10-217
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Laboratory tests used to differentiate pre-renal ARF from ATN [7-11]
| Test | Formula used to calculate |
|---|---|
| Renal failure index (RFI) | |
| Fractional excretion of sodium (FeNa) | |
| Fractional excretion of urea (FeUN) | |
| Plasma urea to creatinine ratio (UCR) | plasma urea/plasma creatinine |
| Urinary to plasma creatinine ratio (UPCR) | urinary creatinine/plasma creatinine |
| Urinary sodium concentration (UNa) | n/a |
| Urinary osmolality (UOsm) | n/a |
RFI: > 1, evidence for ATN, FeNa: <1% evidence for pre-renal disease, >2% evidence for ATN, FeUN: <35% evidence for pre-renal disease, >50% evidence for ATN, UCR: >20 evidence for pre-renal disease,<15 evidence for ATN (n.b. non SI units), UPCR: >40 evidence of pre-renal disease, <20 evidence for ATN, UNa: <20 mmol/L evidence for pre-renal disease, >40 mmol/L evidence for ATN, UOsm: >500 mosm/kg evidence for pre-renal disease, <450 mosm/kg evidence for ATN. n/a: not applicable.
Criteria for severe malaria (after Hien et al)[1]
| 1. | Cerebral malaria. GCS < 11. |
| 2. | Shock. Systolic blood pressure <80 mmHg, with cool extremities |
| 3. | Severe anaemia. Haematocrit <20%, with parasite count > 100,000/μl |
| 4. | Liver disease. Total bilirubin > 42 μmol/L with parasite count > 100,000/μl |
| 5. | Hyperparasitaemia. Peripheral parasite count >10% |
| 6. | Acidosis. Venous bicarbonate <15 mmol/L |
| On admission, or developing within the first 72 hours: | |
| 7. | Hypoglycaemia. Blood glucose <2.2 mmol/L |
| 8. | Convulsions |
| 9. | Pulmonary oedema |
| 10. | Renal failure. Plasma creatinine > 265 μmol/L |
Criteria used by reviewers to determine the requirement for dialysis (one or more required)
| 1. | Evolving hyperkalaemia (K greater than 5.5 mmol/L) and renal impairment.* |
|---|---|
| 2. | Evolving acidosis (pH < 7.35, HCO3 < 15) and renal impairment.* |
| 3. | Fluid overload not manageable by conservative measures and evolving renal impairment. * |
| 4. | Uncontrolled seizures in the setting of renal impairment* |
| 5. | Pericarditis in the setting of renal impairment* |
| 6. | Dialysis initiated appropriately by treating physicians before above criteria were met (eg. significantly worsening renal impairment despite conservative measures) |
* Renal impairment: BUN greater than 30 mmol/L or plasma creatinine > 200 μmol/L.
Figure 1Overview of the patients.
Baseline patient characteristics classified by admission creatinine clearance
| Variable | All patients n = 163 | CrCl > 60 ml/min n = 79 | CrCl < 60 ml/min n = 84 | P |
|---|---|---|---|---|
| Age (years) | 35 (23 - 45) | 30 (23 - 40) | 37 (23 - 50) | 0.02 |
| Male sex | 136/163 (80%) | 66/79 (84%) | 64/84 (76%) | 0.33^ |
| Parasite count % (peripheral) | 2.7 (0.9 - 9.5) | 1.9 (0.7 -4.9) | 3.6 (1.1 - 11.3) | 0.003 |
| Glasgow Coma Score | 8 (7 - 9) | 8 (6 - 10) | 9 (5 - 11) | 0.8 |
| Mean arterial pressure (mmHg) | 80 (73 - 90) | 81 (73 - 93) | 80 (70 - 87) | 0.2 |
| Heart rate (beats per minute) | 113 (102 - 131) | 112 (94 - 131) | 114 (103 - 134) | 0.54 |
| Respiratory rate (breaths per minute) | 30 (26 - 36) | 30 (25 - 36) | 30 (26 - 36) | 0.53 |
| Oxygen saturation (%) | 96 (94- 97) | 96 (94 - 98) | 96 (93 - 97) | 0.61 |
| Glucose (mmol/L) | 6.8 (5.3 - 10.1) | 7.2 (5.7 - 7.2) | 6.3 (4.9 - 9) | 0.09 |
| Sodium (mmol/L) | 133 (128 - 137) | 132 (128 - 137) | 133(129 - 139) | 0.28 |
| Potassium (mmol/L) | 4.3 (3.8 - 4.8) | 4.2 (3.7 - 4.6) | 4.5 (3.8 - 4.9) | 0.03 |
| Bicarbonate (mmol/L) | 16.9 (15 - 17.5) | 19.3 (16 - 21.3) | 14 (12 - 17.1) | 0.0001 |
| Base excess | -8 (-12 - -3) | -5 (-8 - -2) | -11 (-16 - -7) | 0.0001 |
| Lactate | 4.7 (3.3-7.2) | 4.3 (3.1 -5.5) | 5.6 (3.7 -10.1) | 0.002 |
| Blood urea nitrogen (mmol/L) | 14.7 (9 -26) | 9.2 (6.4 - 12.1) | 24.9 (18 - 34.3) | 0.0001 |
| Plasma creatinine (μmol/L) | 122 (79.6 - 202) | 79.2 (61.6 - 97.2) | 202 (142 - 316) | 0.0001 |
| Haematocrit (%) | 29 (23 - 35) | 32 (26 - 36) | 29 (23 - 35) | 0.06 |
| Urinary sodium (mmol/L) | 44 (30 - 66) | 48 (30 - 79) | 40 (30 - 63) | 0.35 |
| FeNa | 0.71 (0.28 - 1.37) | 0.39 (0.2 - 0.84) | 1.05 (0.52 - 2.11) | 0.0001 |
| RFI | 0.95 (0.4 - 1.8) | 0.5 (0.2 - 1.1) | 1.3 (0.7 - 2.8) | 0.0001 |
| UOsm (mosm/L) | 498 (391 - 674) | 614 (503 - 725) | 412 (357 - 518) | 0.0001 |
| FeUN | 46 (29 - 65) | 51 (38 - 66) | 37 (24 - 64.5) | 0.001 |
| UPCR | 53 (29.9 - 85.1) | 80.5(60.3 - 115.8) | 32.6 (19 - 46.9) | 0.0001 |
| Urea:creatine ratio | 29.4 (21.8 - 37.8) | 28.7 (20 - 38.4) | 29.4 (22.4 - 37) | 0.86 |
| Plasma bilirubin (total) (μmol/L) | 72 (35.9 - 160) | 61.1 (29.9 - 111.3) | 94.7(43.3 - 204.9) | 0.01 |
| Plasma bilirubin (direct) (μmol/L) | 28.6 (12 - 77) | 18.6 (10.4 - 42.8) | 44 (18.8 - 113.3) | 0.0001 |
| NGAL | 322 (226 - 586) | 232 (171 - 333) | 468 (304 - 733) | 0.0001 |
All numbers, except male sex, are medians (interquartile range)
All P values comparing the populations with CrCl > 60 ml/min and CrCl < 60 ml/min are determined using Kruskal-Wallis, except ^ Fisher's exact.
CrCl: creatinine clearance, FeNa: Fractional Excretion of sodium, RFI: Renal Failure Index, UOsm: Urinary osmolality. FeUN: Fractional excretion of urea nitrogen, UPCR: urine:plasma creatinine ratio, UCR: plasma urea:creatinine ratio (n.b. non SI units), NGAL: neutrophil gelatinase-associated lipocalcin.
Figure 2Day of hospital admission that dialysis was commenced.
Indication for renal replacement therapy
| Indication | Number |
|---|---|
| Renal impairment and acidosis | 28 |
| Renal impairment, acidosis and hyperkalaemia | 8 |
| Worsening renal impairment despite conservative measures | 4 |
| Worsening renal impairment and convulsions | 1 |
| Renal impairment and hyperkalaemia | 2 |
| Pericarditis | 0 |
| Convulsions | 0 |
| Total | 43 |
Receiver Operating Characteristic (ROC) analysis of the ability of various laboratory tests performed on admission to predict the later requirement for RRT in patients with an admission creatinine clearance of less than 60 ml/minute
| Index | Median values in patients who should have received dialysis | Patients who were able to have dialysis | Patients who should have had dialysis | p* | ||
|---|---|---|---|---|---|---|
| AUC | 95% CI | AUC | 95% CI | |||
| Plasma creatinine (μmol/L) | 290(226 - 379) | 0.69 | (0.55-0.83) | 0.83 | (0.74 - 0.92) | |
| Creatinine clearance (ml/min) | 24.7 (20.7 - 31) | 0.66 | (0.51-0.81) | 0.78 | (0.68 - 0.88) | 0.1 |
| RFI | 2.5 (1.5 - 3.6) | 0.64 | (0.48-0.8) | 0.75 | (0.64 - 0.86) | 0. 21 |
| FeNa | 1.89 (1.1 - 2.66) | 0.64 | (0.48-0.79) | 0.75 | (0.64-0.86) | 0.21 |
| Blood urea nitrogen (mmol/L) | 32.5 (27.8 - 36.1) | 0.66 | (0.51-0.81) | 0.77 | (0.66 - 0.87) | 0.18 |
| UOsm (mosm/L) | 382 (347 - 421) | 0.74 | (0.6 - 0.87) | 0.71 | (0.59 - 0.82) | 0.1 |
| UPCR | 21.3 (17.8 - 29.5) | 0.64 | (0.49 - 0.78) | 0.75 | (0.65 - 0.86) | 0.23 |
| Urinary sodium (mmol/L) | 51 (39 - 56) | 0.61 | (0.45 - 0.76) | 0.65 | (0.53 - 0.77) | 0.02 |
| UCR | 28.6 (23.1 - 31.9) | 0.56 | (0.41 - 0.72) | 0.60 | (0.48 -0.72) | 0.0001 |
| FUN | 36 (21 - 41) | 0.37 | (0.21 - 0.53) | 0.41 | (0.28 - 0.54) | <0.0001 |
| Plasma bicarbonate (mmol/L) | 13 (11.8 - 13.6) | 0.64 | (0.52 - 0.77) | 0.70 | (0.59 - 0.82) | 0.09 |
| Plasma potassium (mmol/L) | 4.7 (4.4 - 5.1) | 0.44 | (0.26 - 0.61) | 0.65 | (0.54 - 0.77) | 0.02 |
| Urine NGAL (ng/ml) | 644 (445 - 780) | 0.62 | (0.44 - 0.79) | 0.68 | (0.55 - 0.80) | 0.045 |
* comparison of AUC in patients who should have had dialysis with plasma creatinine, using chi squared.
Sensitivity, specificity, and the positive and negative predictive values of various selected laboratory tests performed on admission to predict the later requirement for dialysis^: optimal cut-offs in this series
| Index | Optimal cut off** | Sensitivity | Specificity | PPV | NPV |
|---|---|---|---|---|---|
| Plasma creatinine μmol/L | 202 | 77 | 78 | 75 | 80 |
| RFI | 1.4 | 71 | 72 | 69 | 74 |
| FeNa | 1.88 | 50 | 91 | 83 | 67 |
| Urine Osmolality mosm/L | 419 | 63 | 56 | 56 | 63 |
| UPCR | 43 | 84 | 44 | 57 | 76 |
| Urinary Sodium mmol/L | 34 | 90 | 44 | 59 | 83 |
| Bicarbonate | 15 | 82 | 56 | 62 | 78 |
| NGAL | 510 | 65 | 70 | 65 | 70 |
AUC: Area under receiver operating characteristic curve, RFI: Renal failure index, FeNa: Fractional excretion of sodium, UPCR: Urine: plasma creatinine ratio, FUN: Fractional excretion urea. NGAL: neutrophil gelatinase-associated lipocalcin.
** Determined using the ROC curve
^ Patients who should have had dialysis.
Figure 3Receiver operating characteristic curve showing the ability of variables to predict a later requirement for dialysis in those patients who should have received dialysis. 3a) Plasma creatinine 3b) Fractional excretion of sodium 3c) Urinary neutrophil gelatinase-associated lipocalcin 3d) Plasma bicarbonate.
Figure 4Proportion who should have received RRT by admission serum creatinine.