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聚合酶链反应病原体检测在脓毒症中的成本和死亡率预测:来自三项观察性试验的证据。

Cost and mortality prediction using polymerase chain reaction pathogen detection in sepsis: evidence from three observational trials.

机构信息

Department of Anesthesiology and Pain Therapy, University Hospital Bern, Inselspital, Freiburgstrasse, CH-3010 Bern, Switzerland.

出版信息

Crit Care. 2010;14(5):R186. doi: 10.1186/cc9294. Epub 2010 Oct 15.

Abstract

INTRODUCTION

Delays in adequate antimicrobial treatment contribute to high cost and mortality in sepsis. Polymerase chain reaction (PCR) assays are used alongside conventional cultures to accelerate the identification of microorganisms. We analyze the impact on medical outcomes and healthcare costs if improved adequacy of antimicrobial therapy is achieved by providing immediate coverage after positive PCR reports.

METHODS

A mathematical prediction model describes the impact of PCR-based rapid adjustment of antimicrobial treatment. The model is applied to predict cost and medical outcomes for 221 sepsis episodes of 189 post-surgical and intensive care unit (ICU) sepsis patients with available PCR data from a prospective, observational trial of a multiplex PCR assay in five hospitals. While this trial demonstrated reduction of inadequate treatment days, data on outcomes associated with reduced inadequate initial antimicrobial treatment had to be obtained from two other, bigger, studies which involved 1,147 (thereof 316 inadequately treated) medical or surgical ICU patients. Our results are reported with the (5% to 95%) percentile ranges from Monte Carlo simulation in which the input parameters were randomly and independently varied according to their statistical characterization in the three underlying studies. The model allows predictions also for different patient groups or PCR assays.

RESULTS

A total of 13.1% of PCR tests enabled earlier adequate treatment. We predict that cost for PCR testing (300 €/test) can be fully recovered for patients above 717 € (605 € to 1,710 €) daily treatment cost. A 2.6% (2.0 to 3.2%) absolute reduction of mortality is expected. Cost per incremental survivor calculates to 11,477 € (9,321 € to 14,977 €) and incremental cost-effectiveness ratio to 3,107 € (2,523 € to 4,055 €) per quality-adjusted life-year. Generally, for ICU patients with >25% incidence of inadequate empiric antimicrobial treatment, and at least 15% with a positive blood culture, PCR represents a cost-neutral adjunct method.

CONCLUSIONS

Rapid PCR identification of microorganisms has the potential to become a cost-effective component for managing sepsis. The prediction model tested with data from three observational trials should be utilized as a framework to deepen insights when integrating more complementary data associated with utilization of molecular assays in the management of sepsis.

摘要

简介

在脓毒症中,抗生素治疗不及时会导致治疗费用增加和死亡率升高。聚合酶链反应(PCR)检测可与传统培养一起使用,以加速微生物的鉴定。我们分析了如果通过提供阳性 PCR 报告后的即时覆盖来实现抗生素治疗的充分性,这对医疗结果和医疗保健成本的影响。

方法

数学预测模型描述了基于 PCR 的抗生素治疗快速调整的影响。该模型应用于预测来自五个医院前瞻性、观察性多重 PCR 检测试验的 221 例手术后和重症监护病房(ICU)脓毒症患者的 221 例脓毒症发作的成本和医疗结果,这些患者有可用的 PCR 数据。虽然该试验证明了减少不充分治疗天数,但与减少初始不充分抗生素治疗相关的结果数据必须从另外两项更大的研究中获得,这两项研究涉及 1147 例(其中 316 例治疗不当)内科或外科 ICU 患者。我们的结果报告了蒙特卡罗模拟的(5%到 95%)百分位范围,其中输入参数根据三个基础研究中的统计特征随机独立变化。该模型还允许对不同的患者群体或 PCR 检测进行预测。

结果

共有 13.1%的 PCR 检测可实现更早的充分治疗。我们预测,PCR 检测费用(300 欧元/检测)可完全覆盖每日治疗费用超过 717 欧元(605 欧元至 1710 欧元)的患者。预计死亡率将降低 2.6%(2.0 至 3.2%)。每例增量幸存者的成本计算为 11477 欧元(9321 欧元至 14977 欧元),增量成本效益比为 3107 欧元(2523 欧元至 4055 欧元)每质量调整生命年。一般来说,对于 ICU 患者中经验性抗生素治疗不足发生率超过 25%、血培养阳性率超过 15%的患者,PCR 是一种成本中性的辅助方法。

结论

快速的微生物 PCR 鉴定有可能成为管理脓毒症的一种具有成本效益的方法。该预测模型使用来自三项观察性试验的数据进行了测试,应作为一个框架,在整合与脓毒症管理中使用分子检测相关的更多补充数据时,加深对脓毒症管理的认识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2121/3219292/4542e9f8c468/cc9294-1.jpg

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