Original article
Pancreas, biliary tract, and liver
A Learning Collaborative Approach Increases Specificity of Diagnosis of Acute Liver Failure in Pediatric Patients

https://doi.org/10.1016/j.cgh.2018.04.050Get rights and content

Background & Aims

Many pediatric patients with acute liver failure (PALF) do not receive a specific diagnosis (such as herpes simplex virus or Wilson disease or fatty acid oxidation defects)—they are left with an indeterminate diagnosis and are more likely to undergo liver transplantation, which is contraindicated for some disorders. Strategies to facilitate complete diagnostic testing should increase identification of specific liver diseases and might reduce liver transplantation. We investigated whether performing recommended age-specific diagnostic tests (AS-DTs) at the time of hospital admission reduces the percentage PALFs with an indeterminate diagnosis.

Methods

We performed a multinational observational cohort study of 658 PALF participants in the United States and Canada, enrolled at 10 medical centers, during 3 study phases from December 1999 through December 2014. A learning collaborative approach was used to implement AS-DT using an electronic medical record admission order set at hospital admission in phase 3 of the study. Data from 10 study sites participating in all 3 phases were compared before (phases 1 and 2) and after (phase 3) diagnostic test recommendations were inserted into electronic medical record order sets.

Results

The percentage of subjects with an indeterminate diagnosis decreased significantly between phases 1–2 (48.0%) and phase 3 (to 30.8%) (P = .0003). The 21-day cumulative incidence rates for liver transplantation were significantly different among phase 1 (34.6%), phase 2 (31.9%), and phase 3 (20.2%) (P = .030). The 21-day cumulative incidence rates for death did not differ significantly among phase 1 (17.9%), phase 2 (11.9%), and phase 3 (11.3%) (P = .20).

Conclusions

In a multinational study of children with acute liver failure, we found that incorporating diagnostic test recommendations into electronic medical record order sets accessed at time of admission reduced the percentage with an indeterminate diagnosis that may have reduced liver transplants without increasing mortality. Widespread use of this approach could significantly enhance care of acute liver failure in children.

Section snippets

Materials and Methods

This observational cohort study was conducted by the PALF study group funded by the National Institute of Diabetes and Digestive and Kidney Diseases (UO1-DK072146). Patients <18 years of age were eligible for enrollment if they met the following criteria: (1) no prior evidence of chronic liver disease, (2) biochemical evidence of acute liver injury, and (3) hepatic insufficiency characterized by prothrombin time ≥20 seconds or international normalized ratio ≥2.0 (not correctable with vitamin K)

Results

Twenty-four sites in the PALF consortium enrolled participants in at least 1 phase and 10 participated in all 3 phases (Supplementary Table 2). Demographic, diagnostic, and laboratory data in the overall PALF cohort (n = 1144) and the 10-site subcohort (n = 658; P1 + P2 [n = 515] and P3 [n = 143]) are reported (Table 1). P3 participants were younger, more likely to be male, and had similar total bilirubin and alanine aminotransferase levels as those in combined P1 and P2. Differences in

Discussion

Using principles of collaborative learning, PALF investigators implemented recommendations that impacted diagnostic testing, final diagnosis, and outcome.7, 8 Following integration of AS-DT into admission EMR-based order sets, diagnostic testing increased and percentage of participants with specified diagnosis increased, whereas percentage of both indeterminate diagnosis and LT decreased. LT use was reduced without increasing mortality. These efforts affirm the report from the Institute of

Acknowledgments

Key individuals who have actively participated in the PALF studies by site are listed next. Current Sites, Principal Investigators and Coordinators: Robert H. Squires, MD, Kathryn Bukauskas, RN, CCRC, Madeline Schulte, RN, BSN, Clinical Research Coordinator (Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania); Michael R. Narkewicz, MD, Michelle Hite, MA, CCRC (Children's Hospital Colorado, Aurora, Colorado); Kathleen M. Loomes, MD, Elizabeth B. Rand, MD, David Piccoli, MD,

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      The present analysis was strictly limited to genuine iPALF in infancy for which other conditions affecting the liver have been excluded. Timely selection of appropriate liver transplantation candidates with PALF has always been challenging, but it has been suggested that better delineation and refinement of possible etiologies could significantly reduce the number of unnecessary transplantation.30,31 This could be because a rapidly identified cause could be managed medically or, perhaps more importantly, because transplantation could be avoided in those who would not benefit owing to their underlying irreversible pathology.

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    Conflicts of interest These authors disclose the following: Phil Rosenthal has consulted for Gilead, Abbvie, Roche/Genentech, Intercept, Alexion, Retrophin, Albireo, and Audentes; received research grants from Gilead, Abbvie, BMS, and Roche/Genentech; and served on the speakers’ bureau for Retrophin. Rene Romero has consulted for Gilead. Robert H. Squires received royalties from Up-To-Date. The remaining authors disclose no conflicts.

    Funding Supported by the National Institutes of Health (National Institute of Diabetes and Digestive and Kidney Diseases, U01 DK072146).

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