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Protocol for deep mining the correlation between acute pancreatitis and ferroptosis using the MIMIC-III database and STATA software

Authors :
Yueling Deng
Tao Jiang
Sujie Zhang
Fuyao Liu
Source :
STAR Protocols, Vol 5, Iss 2, Pp 103073- (2024)
Publication Year :
2024
Publisher :
Elsevier, 2024.

Abstract

Summary: The limitations associated with distinguishing serum Fe2+ and Fe3+ hinder the widespread application of ferroptosis, beyond laboratory settings. Here, we present a protocol for deep mining the correlation between acute pancreatitis and ferroptosis using the MIMIC-III database and STATA software. We describe steps for using Cox regression, decision curve analysis (DCA), and receiver operating characteristic (ROC) approaches to establish the relationship between them and determine the relevant factors. This protocol has potential application in establishing novel research models that integrate both fundamental and clinical methodologies.For complete details on the use and execution of this protocol, please refer to Yueling Deng et al.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.

Details

Language :
English
ISSN :
26661667
Volume :
5
Issue :
2
Database :
Directory of Open Access Journals
Journal :
STAR Protocols
Publication Type :
Academic Journal
Accession number :
edsdoj.2e4270dafc94793bda86ec198566f5b
Document Type :
article
Full Text :
https://doi.org/10.1016/j.xpro.2024.103073