Risk factors for readmission after sepsis and its association with mortality

IF 2.4 4区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
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引用次数: 0

Abstract

Background

Sepsis is associated with an approximately 20 % 30-day readmission rate and with subsequent mortality.

Objectives

To determine the demographics, comorbidities that had been documented prior to sepsis onset, processes of care, commonly administered laboratory tests measured near discharge, and post-sepsis infections that may be associated with readmission and, secondarily, whether readmission is an independent risk factor for 90-day mortality.

Methods

Using a database of patients who met Sepsis-3 criteria divided into Construction and Validation groups, we used logistic regression to estimate the factors independently associated with readmission within 30 days after discharge and proportional hazard regression to estimate the factors independently associated with 90-day mortality.

Results

Of the 30,798 patients ≥ 18 years at our combined referral and community hospital and were discharged alive who met Sepsis-3 criteria between July 10, 2009 and September 7, 2019, 5943 (19 %) were readmitted within 30 days. Thirteen thousand, four hundred forty-four (44 %) of the patients were female, 25,293 (82 %) White, 3523 (11 %) Black, and the mean age was 59 ± 17 years. Among the readmitted patients, 894 (15 %) died within 90 days from the original discharge compared to 11 % (p < 0.001) who had not been readmitted. Seven comorbidities, five processes of care (presepsis platelet transfusion, postsepsis platelet transfusion, operation, ICU length of stay, and hospital length of stay), five culture results, two discharge laboratory values, and discharge location were associated with readmission. The model had good discrimination, 0.770 ± 0.004 (Construction Group) and 0.748 ± 0.006 (Validation Group) and good relevancy (area under the precision recall curve), 0.390 ± 0.004 (Construction group) and 0.476 ± 0.005 (Validation group). Readmission within 30 days was independently associated with a 56 % higher risk of death (HR=1.562, 95 % CI=1.434, 1.703, p < 0.001) within 90 days from discharge.

Conclusions

Comorbidities, abnormal laboratory values, processes of care, and post-sepsis onset culture results, but not demographic characteristics, were associated with 30-day readmission. Readmission was associated with 90-day mortality.

败血症后再次入院的风险因素及其与死亡率的关系
背景脓毒症与大约 20% 的 30 天再入院率和随后的死亡率有关。目的确定可能与再入院有关的人口统计学特征、脓毒症发病前已记录的合并症、护理流程、出院前测量的常用实验室检查和脓毒症后感染,其次确定再入院是否是 90 天死亡率的独立风险因素。方法利用符合败血症-3标准的患者数据库,将其分为构建组和验证组,我们使用逻辑回归估计与出院后30天内再入院独立相关的因素,并使用比例危险回归估计与90天死亡率独立相关的因素。结果在2009年7月10日至2019年9月7日期间,在我们的转诊和社区联合医院就诊的符合败血症-3标准的30798名≥18岁且活着出院的患者中,有5943人(19%)在30天内再入院。其中 1.344 万名(44%)患者为女性,25293 名(82%)为白人,3523 名(11%)为黑人,平均年龄为 59 ± 17 岁。在再次入院的患者中,有 894 人(15%)在出院后 90 天内死亡,而未再次入院的患者中只有 11% 死亡(p < 0.001)。七种合并症、五种护理过程(病前血小板输注、病后血小板输注、手术、重症监护室住院时间和住院时间)、五种培养结果、两种出院化验值和出院地点与再入院有关。该模型具有良好的区分度(0.770 ± 0.004(构建组)和 0.748 ± 0.006(验证组))和相关性(精确召回曲线下面积),分别为 0.390 ± 0.004(构建组)和 0.476 ± 0.005(验证组)。30天内再次入院与出院后90天内死亡风险增加56%(HR=1.562,95% CI=1.434,1.703,p <0.001)独立相关。再次入院与 90 天死亡率有关。
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
Heart & Lung
Heart & Lung 医学-呼吸系统
CiteScore
4.60
自引率
3.60%
发文量
184
审稿时长
35 days
期刊介绍: Heart & Lung: The Journal of Cardiopulmonary and Acute Care, the official publication of The American Association of Heart Failure Nurses, presents original, peer-reviewed articles on techniques, advances, investigations, and observations related to the care of patients with acute and critical illness and patients with chronic cardiac or pulmonary disorders. The Journal''s acute care articles focus on the care of hospitalized patients, including those in the critical and acute care settings. Because most patients who are hospitalized in acute and critical care settings have chronic conditions, we are also interested in the chronically critically ill, the care of patients with chronic cardiopulmonary disorders, their rehabilitation, and disease prevention. The Journal''s heart failure articles focus on all aspects of the care of patients with this condition. Manuscripts that are relevant to populations across the human lifespan are welcome.
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