Skip to main content
Top
Published in: European Journal of Pediatrics 10/2015

01-10-2015 | Original Article

Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit

Authors: Jean-Pierre Gonçalves, Milton Severo, Carla Rocha, Joana Jardim, Teresa Mota, Augusto Ribeiro

Published in: European Journal of Pediatrics | Issue 10/2015

Login to get access

Abstract

The study aims were to compare two models (The Pediatric Risk of Mortality III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD-2)) for prediction of mortality in a pediatric intensive care unit (PICU) and recalibrate PELOD-2 in a Portuguese population. To achieve the previous goal, a prospective cohort study to evaluate score performance (standardized mortality ratio, discrimination, and calibration) for both models was performed. A total of 556 patients consecutively admitted to our PICU between January 2011 and December 2012 were included in the analysis. The median age was 65 months, with an interquartile range of 1 month to 17 years. The male-to-female ratio was 1.5. The median length of PICU stay was 3 days. The overall predicted number of deaths using PRISM III score was 30.8 patients whereas that by PELOD-2 was 22.1 patients. The observed mortality was 29 patients. The area under the receiver operating characteristics curve for the two models was 0.92 and 0.94, respectively. The Hosmer and Lemeshow goodness-of-fit test showed a good calibration only for PRISM III (PRISM III: χ 2 = 3.820, p = 0.282; PELOD-2: χ 2 = 9.576, p = 0.022).
Conclusions: Both scores had good discrimination. PELOD-2 needs recalibration to be a better reliable prediction tool.
What is Known:
PRISM III (Pediatric Risk of Mortality III) and PELOD (Pediatric Logistic Organ Dysfunction) scores are frequently used to assess the performance of intensive care units and also for mortality prediction in the pediatric population.
Pediatric Logistic Organ Dysfunction 2 is the newer version of PELOD and has recently been validated with good discrimination and calibration.
What is New:
In our population, both scores had good discrimination.
PELOD-2 needs recalibration to be a better reliable prediction tool.
Literature
1.
go back to reference Altman DG, Royston P (2000) What do we mean by validating a prognostic model? Stat Med 19(4):453–473CrossRefPubMed Altman DG, Royston P (2000) What do we mean by validating a prognostic model? Stat Med 19(4):453–473CrossRefPubMed
2.
go back to reference Bilan N, Galehgolab BA, Emadaddin A, Shiva S (2009) Risk of mortality in pediatric intensive care unit, assessed by PRISM-III. Pak J Biol Sci: PJBS 12(6):480–485CrossRefPubMed Bilan N, Galehgolab BA, Emadaddin A, Shiva S (2009) Risk of mortality in pediatric intensive care unit, assessed by PRISM-III. Pak J Biol Sci: PJBS 12(6):480–485CrossRefPubMed
3.
go back to reference Brady AR, Harrison D, Black S, Jones S, Rowan K, Pearson G, Ratcliffe J, Parry GJ (2006) Assessment and optimization of mortality prediction tools for admissions to pediatric intensive care in the United Kingdom. Pediatrics 117(4):e733–e742. doi:10.1542/peds.2005-1853 CrossRefPubMed Brady AR, Harrison D, Black S, Jones S, Rowan K, Pearson G, Ratcliffe J, Parry GJ (2006) Assessment and optimization of mortality prediction tools for admissions to pediatric intensive care in the United Kingdom. Pediatrics 117(4):e733–e742. doi:10.​1542/​peds.​2005-1853 CrossRefPubMed
4.
go back to reference Choi KM, Ng DK, Wong SF, Kwok KL, Chow PY, Chan CH, Ho JC (2005) Assessment of the Pediatric Index of Mortality (PIM) and the Pediatric Risk of Mortality (PRISM) III score for prediction of mortality in a paediatric intensive care unit in Hong Kong. Hong Kong Med J Xianggang Yi Xue Za Zhi Hong Kong Acad Med 11(2):97–103 Choi KM, Ng DK, Wong SF, Kwok KL, Chow PY, Chan CH, Ho JC (2005) Assessment of the Pediatric Index of Mortality (PIM) and the Pediatric Risk of Mortality (PRISM) III score for prediction of mortality in a paediatric intensive care unit in Hong Kong. Hong Kong Med J Xianggang Yi Xue Za Zhi Hong Kong Acad Med 11(2):97–103
6.
go back to reference Flora JD Jr (1978) A method for comparing survival of burn patients to a standard survival curve. J Trauma 18(10):701–705CrossRefPubMed Flora JD Jr (1978) A method for comparing survival of burn patients to a standard survival curve. J Trauma 18(10):701–705CrossRefPubMed
8.
go back to reference Hosmer D, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New YorkCrossRef Hosmer D, Lemeshow S (2000) Applied logistic regression, 2nd edn. Wiley, New YorkCrossRef
10.
go back to reference Lemeshow S, Hosmer DW Jr (1982) A review of goodness of fit statistics for use in the development of logistic regression models. Am J Epidemiol 115(1):92–106PubMed Lemeshow S, Hosmer DW Jr (1982) A review of goodness of fit statistics for use in the development of logistic regression models. Am J Epidemiol 115(1):92–106PubMed
11.
go back to reference Leteurtre S, Martinot A, Duhamel A, Proulx F, Grandbastien B, Cotting J, Gottesman R, Joffe A, Pfenninger J, Hubert P, Lacroix J, Leclerc F (2003) Validation of the paediatric logistic organ dysfunction (PELOD) score: prospective, observational, multicentre study. Lancet 362(9379):192–197. doi:10.1016/S0140-6736(03)13908-6 CrossRefPubMed Leteurtre S, Martinot A, Duhamel A, Proulx F, Grandbastien B, Cotting J, Gottesman R, Joffe A, Pfenninger J, Hubert P, Lacroix J, Leclerc F (2003) Validation of the paediatric logistic organ dysfunction (PELOD) score: prospective, observational, multicentre study. Lancet 362(9379):192–197. doi:10.​1016/​S0140-6736(03)13908-6 CrossRefPubMed
12.
go back to reference Leteurtre S, Leclerc F, Wirth J, Noizet O, Magnenant E, Sadik A, Fourier C, Cremer R (2004) Can generic paediatric mortality scores calculated 4 hours after admission be used as inclusion criteria for clinical trials? Crit Care 8(4):R185–R193. doi:10.1186/cc2869 PubMedCentralCrossRefPubMed Leteurtre S, Leclerc F, Wirth J, Noizet O, Magnenant E, Sadik A, Fourier C, Cremer R (2004) Can generic paediatric mortality scores calculated 4 hours after admission be used as inclusion criteria for clinical trials? Crit Care 8(4):R185–R193. doi:10.​1186/​cc2869 PubMedCentralCrossRefPubMed
15.
go back to reference Marcin JP, Pollack MM, Patel KM, Ruttimann UE (1998) Decision support issues using a physiology based score. Intensive Care Med 24(12):1299–1304CrossRefPubMed Marcin JP, Pollack MM, Patel KM, Ruttimann UE (1998) Decision support issues using a physiology based score. Intensive Care Med 24(12):1299–1304CrossRefPubMed
16.
17.
go back to reference Oom P (2005) Scoring systems for mortality risk in pediatric intensive caring. Acta Pedatr Port 36(1):27–35 Oom P (2005) Scoring systems for mortality risk in pediatric intensive caring. Acta Pedatr Port 36(1):27–35
18.
go back to reference Oom P (2006) Prospective evaluation of mortality and morbidity in traumatized children admitted to paediatric intensive care unit. Acta Pediatr Port 37(2):37–41 Oom P (2006) Prospective evaluation of mortality and morbidity in traumatized children admitted to paediatric intensive care unit. Acta Pediatr Port 37(2):37–41
19.
go back to reference Pearson GA, Stickley J, Shann F (2001) Calibration of the paediatric index of mortality in UK paediatric intensive care units. Arch Dis Child 84(2):125–128PubMedCentralCrossRefPubMed Pearson GA, Stickley J, Shann F (2001) Calibration of the paediatric index of mortality in UK paediatric intensive care units. Arch Dis Child 84(2):125–128PubMedCentralCrossRefPubMed
20.
go back to reference Pollack MM, Patel KM, Ruttimann UE (1996) PRISM III: an updated Pediatric Risk of Mortality score. Crit Care Med 24(5):743–752CrossRefPubMed Pollack MM, Patel KM, Ruttimann UE (1996) PRISM III: an updated Pediatric Risk of Mortality score. Crit Care Med 24(5):743–752CrossRefPubMed
21.
go back to reference Pollack MM, Patel KM, Ruttimann UE (1997) The Pediatric Risk of Mortality III–Acute Physiology Score (PRISM III-APS): a method of assessing physiologic instability for pediatric intensive care unit patients. J Pediatr 131(4):575–581CrossRefPubMed Pollack MM, Patel KM, Ruttimann UE (1997) The Pediatric Risk of Mortality III–Acute Physiology Score (PRISM III-APS): a method of assessing physiologic instability for pediatric intensive care unit patients. J Pediatr 131(4):575–581CrossRefPubMed
22.
go back to reference Pulido-Barba J, Beltran-Ramirez P, Vazquez de Lara-Cisneros LG (1993) The validity of the index of pediatric mortality risk (PRISM) in a pediatric intensive care unit. Bol Med Hosp Infant Mex 50(12):861–864PubMed Pulido-Barba J, Beltran-Ramirez P, Vazquez de Lara-Cisneros LG (1993) The validity of the index of pediatric mortality risk (PRISM) in a pediatric intensive care unit. Bol Med Hosp Infant Mex 50(12):861–864PubMed
23.
go back to reference Qureshi AU, Ali AS, Ahmad TM (2007) Comparison of three prognostic scores (PRISM, PELOD and PIM 2) at pediatric intensive care unit under Pakistani circumstances. J Ayub Med Coll Abbottabad: JAMC 19(2):49–53PubMed Qureshi AU, Ali AS, Ahmad TM (2007) Comparison of three prognostic scores (PRISM, PELOD and PIM 2) at pediatric intensive care unit under Pakistani circumstances. J Ayub Med Coll Abbottabad: JAMC 19(2):49–53PubMed
24.
go back to reference Ruttimann UE (1994) Statistical approaches to development and validation of predictive instruments. Crit Care Clin 10(1):19–35PubMed Ruttimann UE (1994) Statistical approaches to development and validation of predictive instruments. Crit Care Clin 10(1):19–35PubMed
25.
go back to reference Slater A, Shann F (2004) The suitability of the Pediatric Index of Mortality (PIM), PIM2, the Pediatric Risk of Mortality (PRISM), and PRISM III for monitoring the quality of pediatric intensive care in Australia and New Zealand. Pediatr Crit Care Med J Soc Crit Care Med World Fed Pediatr Intensive Crit Care Soc 5(5):447–454. doi:10.1097/01.PCC.0000138557.31831.65 Slater A, Shann F (2004) The suitability of the Pediatric Index of Mortality (PIM), PIM2, the Pediatric Risk of Mortality (PRISM), and PRISM III for monitoring the quality of pediatric intensive care in Australia and New Zealand. Pediatr Crit Care Med J Soc Crit Care Med World Fed Pediatr Intensive Crit Care Soc 5(5):447–454. doi:10.​1097/​01.​PCC.​0000138557.​31831.​65
26.
go back to reference Thukral A, Lodha R, Irshad M, Arora NK (2006) Performance of Pediatric Risk of Mortality (PRISM), Pediatric Index of Mortality (PIM), and PIM2 in a pediatric intensive care unit in a developing country. Pediatr Crit Care Med J Soc Crit Care Med World Fed Pediatr Intensive Crit Care Soc 7(4):356–361. doi:10.1097/01.PCC.0000227105.20897.89 Thukral A, Lodha R, Irshad M, Arora NK (2006) Performance of Pediatric Risk of Mortality (PRISM), Pediatric Index of Mortality (PIM), and PIM2 in a pediatric intensive care unit in a developing country. Pediatr Crit Care Med J Soc Crit Care Med World Fed Pediatr Intensive Crit Care Soc 7(4):356–361. doi:10.​1097/​01.​PCC.​0000227105.​20897.​89
27.
go back to reference Tibby SM, Taylor D, Festa M, Hanna S, Hatherill M, Jones G, Habibi P, Durward A, Murdoch IA (2002) A comparison of three scoring systems for mortality risk among retrieved intensive care patients. Arch Dis Child 87(5):421–425PubMedCentralCrossRefPubMed Tibby SM, Taylor D, Festa M, Hanna S, Hatherill M, Jones G, Habibi P, Durward A, Murdoch IA (2002) A comparison of three scoring systems for mortality risk among retrieved intensive care patients. Arch Dis Child 87(5):421–425PubMedCentralCrossRefPubMed
28.
go back to reference Wang JN, Wu JM, Chen YJ (2001) Validity of the updated pediatric risk of mortality score (PRISM III) in predicting the probability of mortality in a pediatric intensive care unit. Acta Paediatr Taiwan Taiwan Er Ke Yi Xue Hui Za Zhi 42(6):333–337PubMed Wang JN, Wu JM, Chen YJ (2001) Validity of the updated pediatric risk of mortality score (PRISM III) in predicting the probability of mortality in a pediatric intensive care unit. Acta Paediatr Taiwan Taiwan Er Ke Yi Xue Hui Za Zhi 42(6):333–337PubMed
Metadata
Title
Performance of PRISM III and PELOD-2 scores in a pediatric intensive care unit
Authors
Jean-Pierre Gonçalves
Milton Severo
Carla Rocha
Joana Jardim
Teresa Mota
Augusto Ribeiro
Publication date
01-10-2015
Publisher
Springer Berlin Heidelberg
Published in
European Journal of Pediatrics / Issue 10/2015
Print ISSN: 0340-6199
Electronic ISSN: 1432-1076
DOI
https://doi.org/10.1007/s00431-015-2533-5

Other articles of this Issue 10/2015

European Journal of Pediatrics 10/2015 Go to the issue