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Critical Care

Open Access

Validity of pediatric index of mortality 2 (PIM2) score in pediatric acute liver failure

  • Claire Elizabeth Matthews1,
  • Chulananda Goonasekera2,
  • Anil Dhawan2 and
  • Akash Deep2Email author
Critical Care201418:665

Published: 2 December 2014


No abstract


Receiver Operating CharacteristicDonor OrganPediatric Intensive Care UnitPrediction ScoreAnonymized Data


Pediatric acute liver failure (PALF) is an aggressive clinical syndrome in which a previously healthy child rapidly loses hepatic function and can become critically ill within days [1],[2]. The mortality rate has been reported as high as 70% without a liver transplant, which is the only curative treatment to date [3]. However, when the current criterion of an international normalized ratio of more than 4 for listing for transplantation is used, 10% who are listed spontaneously recover and another 10% die while waiting to be listed [4]. This has serious implications for scarce donor organs and the risk of subjecting a child to unnecessary transplantation, surgical complications, and lifelong immunosuppression. The underlying challenge is to identify early enough those with PALF for whom chances of survival without a transplant are null, so that these can be super-urgently listed. As such, early mortality prediction is as important as the criteria for listing for transplantation.

The goal of the present study was to investigate the prognostic accuracy of the commonly used mortality prediction score known as pediatric index of mortality 2 (PIM2). PIM2 uses 10 variables on admission to the pediatric intensive care unit (PICU) to assess risk of mortality and in the UK is used as a measure of the quality of service. All children who were admitted to the PICU at King’s College Hospital between 2003 and 2013 and who had PALF as defined by the PALF study group [1] were entered into a database which records routinely collected data that included daily clinical, biochemical, and treatment variables. We compared PIM2 scores on admission to 28-day survival with or without transplantation. As this was a retrospective analysis of routinely collected anonymized data, ethical approval or informed consent was not required. This study has been registered as a service evaluation project at King’s College Hospital.


One hundred and three children (55 males; median age 2 years, age range 0 to 19 years) were included. Forty-three received a liver transplant; of these, five died (mortality of 11.6%). Of the 60 who were not transplanted, 20 died (mortality of 33.3%). A receiver operating characteristic (ROC) curve was developed by using the study population and their outcomes. An area under the curve (AUC) of more than 0.75 was considered clinically useful [5]. The AUC in transplanted children was 0.346 (95% confidence interval (CI) 0.000 to 0.671), suggesting that PIM2 is of absolutely no value in predicting mortality in transplanted children. In the non-transplanted group, the AUC of ROC was 0.712 (95% CI 0.561 to 0.864), which was not sensitive or specific enough to minimize the risk of wrong categorization for transplantation.

Thus, we conclude that PIM2 is not fit for use in PALF as it neither predicts mortality nor identifies children in need of liver transplantation. It may also bias the quality assessment of PICUs in liver centers. As such, the quest for a better predictive score in PALF continues.



Area under the curve


Confidence interval


Pediatric acute liver failure


Pediatric intensive care unit


Pediatric index of mortality 2


Receiver operating characteristic



The authors appreciate the help and support provided by all staff, PICU, King’s College Hospital, London.

Authors’ Affiliations

St Thomas’ Hospital, London, UK
King’s College Hospital, Denmark Hill, London, UK


  1. Squires RH, Shneider BL, Bucuvalas J, Alonso E, Sokol RJ, Narkewicz MR, Dhawan A, Rosenthal P, Rodriguez-Baez N, Murray KF, Horslen S, Martin MG, Lopez MJ, Soriano H, McGuire BM, Jonas MM, Yazigi N, Shepherd RW, Schwarz K, Lobritto S, Thomas DW, Lavine JE, Karpen S, Ng V, Kelly D, Simonds N, Hynan LS: Acute liver failure in children: the first 348 patients in the pediatric acute liver failure study group. J Pediatr. 2006, 148: 652-658. 10.1016/j.jpeds.2005.12.051.View ArticleGoogle Scholar
  2. Sass DA, Shakil AO: Fulminant hepatic failure. Liver Transpl. 2005, 11: 594-605. 10.1002/lt.20435.View ArticleGoogle Scholar
  3. Bansal S, Dhawan A: Acute liver failure. Indian J Pediatr. 2006, 73: 931-934. 10.1007/BF02859289.View ArticleGoogle Scholar
  4. Shanmugam NP, Dhawan A: Selection criteria for liver transplantation in paediatric acute liver failure: the saga continues. Pediatr Transplant. 2011, 15: 5-6. 10.1111/j.1399-3046.2010.01457.x.View ArticleGoogle Scholar
  5. Zweig MH, Campbell G: Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin Chem. 1993, 39: 561-577.Google Scholar


© Matthews et al.; licensee BioMed Central Ltd. 2014

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