The impact of laboratory data missingness on sepsis diagnosis timeliness.

IF 2.5 Q2 HEALTH CARE SCIENCES & SERVICES
JAMIA Open Pub Date : 2024-09-23 eCollection Date: 2024-10-01 DOI:10.1093/jamiaopen/ooae085
Jonathan Y Lam, Aaron Boussina, Supreeth P Shashikumar, Robert L Owens, Shamim Nemati, Christopher S Josef
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引用次数: 0

Abstract

Objective: To investigate the impact of missing laboratory measurements on sepsis diagnostic delays.

Materials and methods: In adult patients admitted to 2 University of California San Diego (UCSD) hospitals from January 1, 2021 to June 30, 2024, we evaluated the relative time of organ failure (T OF) and time of clinical suspicion of sepsis (T suspicion) in patients with sepsis according to the Centers for Medicare & Medicaid Services (CMS) definition.

Results: Of the patients studied, 48.7% (n = 2017) in the emergency department (ED), 30.8% (n = 209) in the wards, and 14.4% (n = 167) in the intensive care unit (ICU) had T OF after T suspicion. Patients with T OF after T suspicion had significantly higher data missingness of 1 or more of the 5 laboratory components used to determine organ failure. The mean number of missing labs was 4.23 vs 2.83 in the ED, 4.04 vs 3.38 in the wards, and 3.98 vs 3.19 in the ICU.

Discussion: Our study identified many sepsis patients with missing laboratory results vital for the identification of organ failure and the diagnosis of sepsis at or before the time of clinical suspicion of sepsis. Addressing data missingness via more timely laboratory assessment could precipitate an earlier recognition of organ failure and potentially earlier diagnosis of and treatment initiation for sepsis.

Conclusions: More prompt laboratory assessment might improve the timeliness of sepsis recognition and treatment.

实验室数据缺失对败血症诊断及时性的影响。
目的研究实验室测量结果缺失对脓毒症诊断延迟的影响:在 2021 年 1 月 1 日至 2024 年 6 月 30 日入住加州大学圣地亚哥分校(UCSD)两家医院的成人患者中,我们根据美国医疗保险与医疗补助服务中心(CMS)的定义,评估了脓毒症患者器官衰竭(T OF)和临床怀疑脓毒症(T suspicion)的相对时间:在研究的患者中,48.7%(n = 2017)的急诊科(ED)患者、30.8%(n = 209)的病房患者和14.4%(n = 167)的重症监护室(ICU)患者在T怀疑后出现T OF。在用于判断器官衰竭的 5 项实验室指标中,T OF 患者的一项或多项指标缺失率明显更高。在急诊室,实验室缺失的平均数量为 4.23 对 2.83,在病房为 4.04 对 3.38,在重症监护室为 3.98 对 3.19:我们的研究发现,许多脓毒症患者在临床怀疑出现脓毒症时或之前,缺少对识别器官衰竭和诊断脓毒症至关重要的化验结果。通过更及时的实验室评估来解决数据缺失问题,可以更早地识别器官衰竭,并有可能更早地诊断和治疗脓毒症:结论:更及时的实验室评估可提高脓毒症识别和治疗的及时性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JAMIA Open
JAMIA Open Medicine-Health Informatics
CiteScore
4.10
自引率
4.80%
发文量
102
审稿时长
16 weeks
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