Patterns of Organ Dysfunction in Critically Ill Children Based on PODIUM Criteria

L Nelson Sanchez-Pinto1, Melania M Bembea2, Reid Wd Farris3

  • 1Departments of Pediatrics (Critical Care) and Preventive Medicine (Health & Biomedical Informatics), Northwestern University Feinberg School of Medicine and Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois.

Pediatrics
|December 31, 2021
PubMed

Insights

The Pediatric Organ Dysfunction Information Update Mandate (PODIUM) criteria show promise for identifying organ dysfunction in critically ill children using electronic health records (EHRs). These criteria demonstrated good prognostic performance for in-hospital mortality, comparable to existing standards.

Area of Science:

  • Critical Care Medicine
  • Pediatric Health
  • Health Informatics

Background:

  • Accurate identification of organ dysfunction is crucial for critically ill children.
  • Existing criteria for pediatric organ dysfunction have limitations in electronic health record (EHR) data.
  • The Pediatric Organ Dysfunction Information Update Mandate (PODIUM) criteria offer a potential alternative for EHR-based research.

Purpose of the Study:

  • To evaluate the incidence, prognostic performance, and generalizability of PODIUM criteria using EHR data.
  • To compare the performance of PODIUM criteria against the 2005 International Pediatric Sepsis Consensus Conference (IPSCC) criteria.

Main Methods:

  • A retrospective observational cohort study included over 22,000 pediatric intensive care unit (PICU) admissions across two US medical centers (2010-2018).
  • Organ dysfunction was assessed using PODIUM and IPSCC criteria for each 24-hour period up to 28 days post-admission.
  • The prognostic performance of both criteria for discriminating in-hospital mortality was analyzed.

Main Results:

  • The cumulative incidence of PODIUM organ dysfunction ranged from 15% to 30%, with associated in-hospital mortality of 6% to 10%.
  • The number of concurrent PODIUM organ dysfunctions showed good-to-excellent discrimination for in-hospital mortality (AUC 0.87-0.93).
  • PODIUM criteria performed favorably compared to IPSCC criteria (AUC 0.84-0.92).

Conclusions:

  • This study provides the first evaluation of PODIUM criteria in EHR databases, indicating their potential utility.
  • PODIUM criteria appear promising for epidemiologic and clinical research utilizing EHR data.
  • Further research is needed to assess PODIUM criteria for data not routinely structured in EHRs.
Abstract

Related Concept Videos

Acute Kidney Injury III: Clinical Manifestations01:29

Acute Kidney Injury III: Clinical Manifestations

Acute Kidney Injury (AKI) progresses through distinct clinical phases: the oliguric, diuretic, and recovery phases, each marked by unique manifestations and challenges.Oliguric Phase:The oliguric phase is the initial stage of AKI, typically lasting 10 to 14 days. This phase is marked by a significant reduction in urine output, usually less than 400 mL per day, indicating decreased kidney function. Fluid retention is a prominent feature, leading to symptoms such as edema, hypertension, and...
152
Pneumonia III: Complications and Assessment01:30

Pneumonia III: Complications and Assessment

Pneumonia poses the potential for numerous complications that warrant consideration. These complications include the following:
517
Chronic Kidney Disease II: Clinical Manifestations01:24

Chronic Kidney Disease II: Clinical Manifestations

Chronic Kidney Disease (CKD) progressively impairs multiple body systems due to the accumulation of uremic toxins, which disrupt cellular functions across various organs.Neurologic symptomsNeurologic symptoms often arise early in CKD, as uremic toxin buildup drives changes in cognitive and motor functions. Patients frequently experience fatigue, headache, confusion, difficulty concentrating, and, in severe cases, seizures. Peripheral neuropathy commonly manifests as burning sensations in the...
140
Acute Kidney Injury II: Pathophysiology01:29

Acute Kidney Injury II: Pathophysiology

Acute kidney injury (AKI) causes are categorized into three primary categories based on the location of the injury: prerenal, intrarenal (or intrinsic), and postrenal causes. This classification guides clinical management and illustrates how different pathways can impair kidney function.Etiology and Pathophysiology of Acute Kidney Injury1. Prerenal causesEtiology: Prerenal Acute Kidney Injury, the most common type, occurs when reduced blood flow to the kidneys decreases filtration capacity...
153
Pharmacokinetics in Pediatric Patients: Drug Metabolism01:24

Pharmacokinetics in Pediatric Patients: Drug Metabolism

In pediatric care, understanding the nuances of hepatic drug metabolism is crucial, as it significantly differs from that of adults. This divergence is primarily due to the developmental stage of drug-metabolizing enzymes, which affects how medications are processed in the body. In neonates, for instance, the activity of Phase I enzymes—critical for the initial breakdown of drugs—is markedly reduced, functioning at just 20–40% of the levels seen in adults. This reduction poses...
20
Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test01:22

Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test

In clinical practice, the direct measurement of hepatic blood flow to evaluate liver function presents significant challenges due to the intricate and specialized nature of the necessary techniques. Consequently, healthcare professionals often rely on empirical estimates derived from thorough patient examinations and liver function tests to gauge liver health. Among the tools at their disposal, the Child–Pugh and MELD scoring systems stand out for their ability to categorize and assess...
14