Derivation of the Pediatric Acute Gastroenteritis Risk Score to Predict Moderate‐to‐Severe Acute Gastroenteritis
ABSTRACT Objectives: Although most acute gastroenteritis (AGE) episodes in children rapidly self‐resolve, some children go on to experience more significant and prolonged illness. We sought to develop a prognostic score to identify children at risk of experiencing moderate‐to‐severe disease after an...
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Published in | Journal of pediatric gastroenterology and nutrition Vol. 74; no. 4; pp. 446 - 453 |
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Main Authors | , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
01.04.2022
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Subjects | |
Online Access | Get full text |
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Summary: | ABSTRACT
Objectives:
Although most acute gastroenteritis (AGE) episodes in children rapidly self‐resolve, some children go on to experience more significant and prolonged illness. We sought to develop a prognostic score to identify children at risk of experiencing moderate‐to‐severe disease after an index emergency department (ED) visit.
Methods:
Data were collected from a cohort of children 3 to 48 months of age diagnosed with AGE in 16 North American pediatric EDs. Moderate‐to‐severe AGE was defined as a Modified Vesikari Scale (MVS) score ≥9 during the 14‐day post‐ED visit. A clinical prognostic model was derived using multivariable logistic regression and converted into a simple risk score. The model's accuracy was assessed for moderate‐to‐severe AGE and several secondary outcomes.
Results:
After their index ED visit, 19% (336/1770) of participants developed moderate‐to‐severe AGE. Patient age, number of vomiting episodes, dehydration status, prior ED visits, and intravenous rehydration were associated with MVS ≥9 in multivariable regression. Calibration of the prognostic model was strong with a P value of 0.77 by the Hosmer‐Lemenshow goodness‐of‐fit test, and discrimination was moderate with an area under the receiver operator characteristic curve of 0.68 (95% confidence interval [CI] 0.65–0.72). Similarly, the model was shown to have good calibration when fit to the secondary outcomes of subsequent ED revisit, intravenous rehydration, or hospitalization within 72 hours after the index visit.
Conclusions:
After external validation, this new risk score may provide clinicians with accurate prognostic insight into the likely disease course of children with AGE, informing disposition decisions, anticipatory guidance, and follow‐up care. |
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Bibliography: | S.B.F. provides consulting services to RedHill Biopharma LTD, Takeda Pharmaceutical Company, and Eligo Bioscience. All authors approved the final manuscript as submitted and agree to be accountable for all aspects of the work, including appropriately investigating and resolving questions related to the accuracy and integrity of any part of the work. https://clinicaltrials.gov/ct2/show/NCT01773967 Sources of Funding: All phases of this study were supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (grant R01HD071915); the Washington University Biobank Core, supported by the National Institute of Diabetes and Digestive and Kidney Diseases of the National Institutes of Health (grant P30DK052574) and the Canadian Institutes of Health Research (grants 286384 and 325412); S.F. is supported by the Alberta Children's Hospital Foundation Professorship in Child Health and Wellness. An infographic is available for this article at www.jpgn.org URL and Trial Identification Number . P.T. is a consultant to, a holder of equity in, and a member of the Scientific Advisory Board of MediBeacon Inc, which is developing technology to test intestinal permeability in people. He is also a co‐inventor on a patent that might generate royalties on this technology in the future. He is also a consultant to Takeda Pharmaceuticals on childhood intestinal disorders. PECARN is supported by the Health Resources and Services Administration (HRSA) of the U.S. Department of Health and Human Services (HHS), the Emergency Medical Services for Children (EMSC) program through the following grants: DCC‐University of Utah (U03MC00008), GLEMSCRN‐Nationwide Children's Hospital (U03MC00003), HOMERUN‐Cincinnati Children's Hospital Medical Center (U03MC22684), PEMNEWS‐Columbia University Medical Center (U03MC00007), PRIME‐University of California at Davis Medical Center (U03MC00001), SW NODE‐University of Arizona Health Sciences Center (U03MC28845), WBCARN‐Children's National Medical Center (U03MC00006), and CHaMP‐Medical College of Wisconsin (H3MC26201). Supplemental digital content is available for this article. Direct URL citations appear in the printed text, and links to the digital files are provided in the HTML text of this article on the journal's Web site D.S. is supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development (grant R01HD071915). D.S. has received in‐kind study drug and placebo from iHeath Inc. and is supported in part by the Richard and Barbara Ruddy Endowed Chair in Emergency Medicine at Cincinnati Children's Hospital Medical Center. S.B.F. is supported by the Alberta Children's Hospital Foundation Professorship in Child Health and Wellness (to S.B.F.). Lactobacillus GG and placebo were provided in‐kind by iHealth, the distributors of Culturelle in the United States; Lacidofil and placebo were provided in‐kind by Lallemand Health Solutions. Neither company contributed financially to the trials or to the investigators, and their employees did not have access to the trial data. Personnel at iHealth and Lallemand Health Solutions had no role in the design or conduct of the trials; in the collection, management, analysis, or interpretation of the data; in the preparation of the manuscripts; or in the decision to submit the manuscripts for publication. http://links.lww.com/MPG/C670 ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0277-2116 1536-4801 |
DOI: | 10.1097/MPG.0000000000003395 |