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Published in: BMC Gastroenterology 1/2024

Open Access 01-12-2024 | Acute Pancreatitis | Research

Identifying novel acute pancreatitis sub-phenotypes using total serum calcium trajectories

Authors: Chang-li Li, Xing-chen Lin, Meng Jiang

Published in: BMC Gastroenterology | Issue 1/2024

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Abstract

Background

Acute pancreatitis (AP) has heterogeneous clinical features, and identifying clinically relevant sub-phenotypes is useful. We aimed to identify novel sub-phenotypes in hospitalized AP patients using longitudinal total serum calcium (TSC) trajectories.

Methods

AP patients had at least two TSC measurements during the first 24 h of hospitalization in the US-based critical care database (Medical Information Mart for Intensive Care-III (MIMIC-III) and MIMIC-IV were included. Group-based trajectory modeling was used to identify calcium trajectory phenotypes, and patient characteristics and treatment outcomes were compared between the phenotypes.

Results

A total of 4518 admissions were included in the analysis. Four TSC trajectory groups were identified: “Very low TSC, slow resolvers” (n = 65; 1.4% of the cohort); “Moderately low TSC” (n = 559; 12.4%); “Stable normal-calcium” (n = 3875; 85.8%); and “Fluctuating high TSC” (n = 19; 0.4%). The “Very low TSC, slow resolvers” had the lowest initial, maximum, minimum, and mean TSC, and highest SOFA score, creatinine and glucose level. In contrast, the “Stable normal-calcium” had the fewest ICU admission, antibiotic use, intubation and renal replace treatment. In adjusted analysis, significantly higher in-hospital mortality was noted among “Very low TSC, slow resolvers” (odds ratio [OR], 7.2; 95% CI, 3.7 to 14.0), “moderately low TSC” (OR, 5.0; 95% CI, 3.8 to 6.7), and “Fluctuating high TSC” (OR, 5.6; 95% CI, 1.5 to 20.6) compared with the “Stable normal-calcium” group.

Conclusions

We identified four novel sub-phenotypes of patients with AP, with significant variability in clinical outcomes. Not only the absolute TSC levels but also their trajectories were significantly associated with in-hospital mortality.
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Metadata
Title
Identifying novel acute pancreatitis sub-phenotypes using total serum calcium trajectories
Authors
Chang-li Li
Xing-chen Lin
Meng Jiang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Gastroenterology / Issue 1/2024
Electronic ISSN: 1471-230X
DOI
https://doi.org/10.1186/s12876-024-03224-9

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