Effect of Tiered Implementation of Clinical Decision Support System for Acute Kidney Injury and Nephrotoxin Exposure in Cardiac Surgery Patients

被引:0
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作者
Justice II, Christopher M. [1 ,2 ,3 ]
Nevin, Connor [4 ]
Neely, Rebecca L. [5 ]
Dilcher, Brian [6 ]
Kovacic-Scherrer, Nicole [7 ]
Carter-Templeton, Heather [8 ]
Ostrowski, Aaron [2 ,9 ]
Krafcheck, Jacob [1 ]
Smith, Gordon [10 ]
McCarthy, Paul [11 ]
Pincavitch, Jami [12 ,13 ]
Kane-Gill, Sandra [14 ]
Freeman, Robert [15 ]
Kellum, John A. [16 ]
Kohli-Seth, Roopa [17 ]
Nadkarni, Girish N. [18 ,19 ,20 ]
Shawwa, Khaled [21 ]
Sakhuja, Ankit [17 ,19 ,20 ]
机构
[1] West Virginia Univ, Heart & Vasc Inst, JW Ruby Mem Hosp, Morgantown, WV USA
[2] West Virginia Univ, Sch Nursing, Nurse Anesthesia Program, Morgantown, WV USA
[3] West Virginia Univ, Summersville Reg Med Ctr, Dept Anesthesia, Summersville, WV USA
[4] Univ North Carolina, Dept Med, Chapel Hill, NC USA
[5] West Virginia Univ, Dept Informat Technol, Morgantown, WV USA
[6] West Virginia Univ, Dept Emergency Med, Morgantown, WV USA
[7] West Virginia Univ, Sch Pharm, Morgantown, WV USA
[8] West Virginia Univ, Sch Nursing, Dept Adult Hlth, Morgantown, WV USA
[9] West Virginia Univ, Dept Anesthesia, Morgantown, WV USA
[10] West Virginia Univ, Dept Epidemiol & Biostat, Morgantown, WV USA
[11] West Virginia Univ, Dept Cardiovasc & Thorac Surg, Div Cardiovasc Crit Care, Morgantown, WV USA
[12] West Virginia Univ, Dept Internal Med, Morgantown, WV USA
[13] West Virginia Univ, Dept Orthoped, Morgantown, WV USA
[14] Univ Pittsburgh, Dept Pharm & Therapeut, Pittsburgh, PA USA
[15] Icahn Sch Med Mt Sinai, Inst Hlth Care Delivery Sci, New York, NY USA
[16] Univ Pittsburgh, Dept Crit Care Med, Pittsburgh, PA USA
[17] Icahn Sch Med Mt Sinai, Inst Crit Care Med, New York, NY USA
[18] Icahn Sch Med Mt Sinai, Dept Med, Div Nephrol, New York, NY USA
[19] Icahn Sch Med Mt Sinai, Dept Med, Div Data Driven & Digital Med, New York, NY 10029 USA
[20] Icahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY USA
[21] West Virginia Univ, Dept Internal Med, Sect Nephrol, Morgantown, WV 26506 USA
来源
APPLIED CLINICAL INFORMATICS | 2025年 / 16卷 / 01期
基金
美国国家卫生研究院;
关键词
nephrotoxin; clinical decision support; acute kidney injury; electronic alert; nephrotoxic medication; INTERVENTION; MANAGEMENT; PROGRAM; IMPACT; ALERT;
D O I
10.1055/s-0044-1791822
中图分类号
R-058 [];
学科分类号
摘要
Background Nephrotoxin exposure may worsen kidney injury and impair kidney recovery if continued in patients with acute kidney injury (AKI). Objectives This study aimed to determine if tiered implementation of a clinical decision support system (CDSS) would reduce nephrotoxin use in cardiac surgery patients with AKI. Methods We assessed patients admitted to the cardiac surgery intensive care unit at a tertiary care center from January 2020 to December 2021, and August 2022 to September 2023. A passive electronic AKI alert was activated in July 2020, followed by an electronic nephrotoxin alert in March 2023. In this alert, active nephrotoxic medication orders resulted in a passive alert, whereas new orders were met with an interruptive alert. Primary outcome was discontinuation of nephrotoxic medications within 30 hours after AKI. Secondary outcomes included AKI-specific clinical actions, determined through modified Delphi process and patient-centered outcomes. We compared all outcomes across five separate eras, divided based on the tiered implementation of these alerts. Results A total of 503 patients met inclusion criteria. Of 114 patients who received nephrotoxins before AKI, nephrotoxins were discontinued after AKI in 6 (25%) patients in pre AKI-alert era, 8 (33%) patients in post AKI-alert era, 7 (35%) patients in AKI-alert long-term follow up era, 7 (35%) patients in pre nephrotoxin-alert era, and 14 (54%) patients in post nephrotoxin-alert era ( p = 0.047 for trend). Among AKI-specific consensus actions, we noted a decreased use of intravenous fluids, increased documentation of goal mean arterial pressure of 65 mm Hg or higher, and increased use of bedside point of care echocardiogram over time. Among exploratory clinical outcomes we found a decrease in proportion of stage III AKI, need for dialysis, and length of hospital stay over time. Conclusion Tiered implementation of CDSS for recognition of AKI and nephrotoxin exposure resulted in a progressive improvement in the discontinuation of nephrotoxins.
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页码:1 / 10
页数:10
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