Hospital das Clinicas da Faculdade de Medicina da Universidade de Sao Paulo (HCFMUSP), São Paulo, Brazil.
Emergency Department, Hospital das Clínicas da Faculdade de Medicina da Universidade de Sao Paulo, São Paulo, Brazil.
PLoS One. 2022 Sep 28;17(9):e0275212. doi: 10.1371/journal.pone.0275212. eCollection 2022.
Capacity strain negatively impacts patient outcome, and the effects of patient surge are a continuous threat during the COVID-19 pandemic. Evaluating changes in mortality over time enables evidence-based resource planning, thus improving patient outcome. Our aim was to describe baseline risk factors associated with mortality among COVID-19 hospitalized patients and to compare mortality rates over time.
We conducted a retrospective cohort study in the largest referral hospital for COVID-19 patients in Sao Paulo, Brazil. We investigated risk factors associated with mortality during hospitalization. Independent variables included age group, sex, the Charlson Comorbidity Index, admission period according to the stage of the first wave of the epidemic (early, peak, and late), and intubation.
We included 2949 consecutive COVID-19 patients. 1895 of them were admitted to the ICU, and 1473 required mechanical ventilation. Median length of stay in the ICU was 10 (IQR 5-17) days. Overall mortality rate was 35%, and the adjusted odds ratios for mortality increased with age, male sex, higher Charlson Comorbidity index, need for mechanical ventilation, and being admitted to the hospital during the wave peak of the epidemic. Being admitted to the hospital during the wave peak was associated with a 33% higher risk of mortality.
In-hospital mortality was independently affected by the epidemic period. The recognition of modifiable operational variables associated with patient outcome highlights the importance of a preparedness plan and institutional protocols that include evidence-based practices and allocation of resources.
能力压力对患者预后产生负面影响,而在 COVID-19 大流行期间,患者激增的影响是持续存在的威胁。评估死亡率随时间的变化可以进行基于证据的资源规划,从而改善患者预后。我们的目的是描述与 COVID-19 住院患者死亡相关的基线风险因素,并比较随时间推移的死亡率。
我们在巴西圣保罗最大的 COVID-19 患者转诊医院进行了回顾性队列研究。我们调查了与住院期间死亡率相关的风险因素。自变量包括年龄组、性别、Charlson 合并症指数、根据疫情第一波的阶段(早期、高峰和晚期)入院的时期以及插管。
我们纳入了 2949 例连续的 COVID-19 患者。其中 1895 例患者被收入 ICU,1473 例需要机械通气。ICU 住院中位数为 10(IQR 5-17)天。总体死亡率为 35%,调整后的死亡比值比随着年龄、男性、更高的 Charlson 合并症指数、需要机械通气以及在疫情高峰期入院而增加。在疫情高峰期入院与死亡率增加 33%相关。
住院死亡率独立受疫情时期影响。认识到与患者预后相关的可改变运营变量的重要性突出了准备计划和机构协议的重要性,这些计划和协议包括基于证据的实践和资源分配。