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利用基于个体的微观模拟模型估计急性护理医院环境中未被发现的严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)感染。

Estimate of undetected severe acute respiratory coronavirus virus 2 (SARS-CoV-2) infection in acute-care hospital settings using an individual-based microsimulation model.

机构信息

RTI International, Research Triangle, North Carolina.

Paul G. Allen School for Global Health, Washington State University, Pullman, Washington.

出版信息

Infect Control Hosp Epidemiol. 2023 Jun;44(6):898-907. doi: 10.1017/ice.2022.174. Epub 2022 Sep 1.

DOI:10.1017/ice.2022.174
PMID:36047313
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9433748/
Abstract

OBJECTIVE

Current guidance states that asymptomatic screening for severe acute respiratory coronavirus virus 2 (SARS-CoV-2) prior to admission to an acute-care setting is at the facility's discretion. This study's objective was to estimate the number of undetected cases of SARS-CoV-2 admitted as inpatients under 4 testing approaches and varying assumptions.

DESIGN AND SETTING

Individual-based microsimulation of 104 North Carolina acute-care hospitals.

PATIENTS

All simulated inpatient admissions to acute-care hospitals from December 15, 2021, to January 13, 2022 [ie, during the SARS-COV-2 ο (omicron) variant surge].

INTERVENTIONS

We simulated (1) only testing symptomatic patients, (2) 1-stage antigen testing with no confirmatory polymerase chain reaction (PCR) test, (3) 1-stage antigen testing with a confirmatory PCR for negative results, and (4) serial antigen screening (ie, repeat antigen test 2 days after a negative result).

RESULTS

Over 1 month, there were 77,980 admissions: 13.7% for COVID-19, 4.3% with but not for COVID-19, and 82.0% for non-COVID-19 indications without current infection. Without asymptomatic screening, 1,089 (credible interval [CI], 946-1,253) total SARS-CoV-2 infections (7.72%) went undetected. With 1-stage antigen screening, 734 (CI, 638-845) asymptomatic infections (67.4%) were detected, with 1,277 false positives. With combined antigen and PCR screening, 1,007 (CI, 875-1,159) asymptomatic infections (92.5%) were detected, with 5,578 false positives. A serial antigen testing policy detected 973 (CI, 845-1,120) asymptomatic infections (89.4%), with 2,529 false positives.

CONCLUSIONS

Serial antigen testing identified >85% of asymptomatic infections and resulted in fewer false positives with less cost per identified infection compared to combined antigen plus PCR testing.

摘要

目的

目前的指南规定,在进入急症护理机构之前,对严重急性呼吸冠状病毒病毒 2(SARS-CoV-2)进行无症状筛查由医疗机构自行决定。本研究的目的是估计在 4 种不同检测方法和不同假设下,有多少未被发现的 SARS-CoV-2 感染病例作为住院患者入院。

设计和设置

对北卡罗来纳州 104 家急症医院进行基于个体的微观模拟。

患者

2021 年 12 月 15 日至 2022 年 1 月 13 日期间(即 SARS-COV-2 (奥密克戎)变体激增期间)模拟的所有急症医院住院患者入院。

干预措施

我们模拟了(1)仅对有症状的患者进行检测,(2)1 阶段抗原检测,无确认性聚合酶链反应(PCR)检测,(3)1 阶段抗原检测,阴性结果采用确认性 PCR,(4)连续抗原筛查(即,在阴性结果后 2 天重复抗原检测)。

结果

在 1 个月内,有 77980 例入院:13.7%为 COVID-19,4.3%为 COVID-19 但非 COVID-19,82.0%为非 COVID-19 指征但无当前感染。如果不进行无症状筛查,将有 1089 例(可信区间[CI],946-1253)总 SARS-CoV-2 感染(7.72%)未被发现。通过 1 阶段抗原筛查,发现 734 例(CI,638-845)无症状感染(67.4%),假阳性为 1277 例。采用联合抗原和 PCR 筛查,发现 1007 例(CI,875-1159)无症状感染(92.5%),假阳性为 5578 例。连续抗原检测策略检测到 973 例(CI,845-1120)无症状感染(89.4%),假阳性为 2529 例。

结论

与联合抗原加 PCR 检测相比,连续抗原检测可发现>85%的无症状感染,并减少假阳性,每检测到 1 例感染的成本更低。

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