Clostridioides difficile colonization amplification despite limited in-hospital transmission: A modeling study.

IF 9.9 1区 医学 Q1 Medicine
PLoS Medicine Pub Date : 2026-04-13 eCollection Date: 2026-04-01 DOI:10.1371/journal.pmed.1004712
Daniel De-la-Rosa-Martinez, Travis C Porco, Ashley Hazel, Xinran Liu, Karim Khader, Seth Blumberg
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引用次数: 0

Abstract

Background: Although healthcare-associated transmission of Clostridioides difficile is a recognized public health concern, community-onset infections represent an important component of the overall disease burden. This paradox likely reflects the underappreciated interplay between these settings. We aimed to quantify in-hospital transmission and the hospital's contribution to community colonization by estimating the intrinsic reproduction number (Ri) and introducing the colonization amplification index (Ai), defined as the ratio of colonized patients at discharge to those at admission. Given the potential contribution of external cases, we also evaluated interventions targeting asymptomatic carriers at admission to reduce disease burden.

Methods and findings: We developed a compartmental model informed by data from UCSF Medical Center to capture C. difficile transmission dynamics among symptomatic and asymptomatic patients. Across simulations, the median Ri was 0.61 (Q1-Q3: 0.53, 0.71), consistently indicating limited sustained in-hospital transmission (Ri < 1). In contrast, Ai was 1.9 (Q1-Q3: 1.7, 2.1), suggesting substantial amplification of colonization during hospital stay. Amplification of colonization persisted in sensitivity analyses, with Ri exceeding 1 under boundary values of low colonization prevalence at admission, a low proportion of colonized patients progressing to symptomatic disease, and prolonged incubation periods. Redefining healthcare-associated C. difficile infection (CDI) using thresholds from ≥1-day post-admission instead of the standard threshold of >3 days post-admission increased Ai and Ri by 11% and 21%, respectively. A threshold of ≥5 days post-admission reduced these metrics by 5% and 8%, respectively. Interventions targeting asymptomatic carriers through contact precautions and/or prophylactic treatment reduced both Ai and CDI incidence, with combined interventions yielding the greatest reductions, followed by contact precautions alone. Our main limitation stems from uncertainty in some parameters describing the disease's natural history, particularly colonization prevalence at admission, progression to symptomatic disease, and the incubation period, which may affect the precision of our estimates despite sensitivity analyses.

Conclusions: Our findings indicate that in most potential scenarios, in-hospital transmission of C. difficile is limited (Ri < 1) and likely sustained by continuous importation of cases from the community. Nevertheless, hospitalization amplifies colonization (Ai > 1), which potentially contributes to community transmission. These results underscore the importance of interventions addressing asymptomatic carriers, a currently overlooked source of spread. Our study highlights the need to broaden metrics beyond Ri to capture hospitals' contribution to the C. difficile burden. Future infection control strategies should address colonization dynamics at admission and potentially at discharge to mitigate transmission and reduce the overall burden of C. difficile.

尽管有限的院内传播,但定植扩增:一项模型研究。
背景:虽然医疗相关的艰难梭菌传播是公认的公共卫生问题,但社区发病感染是总体疾病负担的重要组成部分。这种矛盾可能反映了这些环境之间未被充分认识的相互作用。我们的目的是量化院内传播和医院对社区定植的贡献,通过估计固有繁殖数(Ri)和引入定植扩增指数(Ai),定义为出院时定植患者与入院时定植患者的比例。考虑到外部病例的潜在贡献,我们还评估了入院时针对无症状携带者的干预措施,以减轻疾病负担。方法和发现:我们根据UCSF医学中心的数据开发了一个室室模型,以捕获有症状和无症状患者之间艰难梭菌的传播动态。在所有模拟中,中位数Ri为0.61(第一季至第三季:0.53,0.71),一致表明有限的持续院内传播(入院后3天的Ri分别使Ai和Ri增加11%和21%。入院后≥5天的阈值分别使这些指标降低了5%和8%。通过接触预防和/或预防性治疗针对无症状携带者的干预措施降低了Ai和CDI的发病率,其中联合干预措施效果最大,其次是单独的接触预防措施。我们的主要限制源于描述疾病自然史的一些参数的不确定性,特别是入院时的定植流行率、症状性疾病的进展和潜伏期,尽管进行了敏感性分析,但这可能会影响我们估计的准确性。结论:我们的研究结果表明,在大多数可能的情况下,艰难梭菌的院内传播是有限的(Ri 1),这可能有助于社区传播。这些结果强调了针对无症状携带者的干预措施的重要性,这是目前被忽视的传播来源。我们的研究强调需要扩大Ri以外的指标,以捕捉医院对艰难梭菌负担的贡献。未来的感染控制策略应解决入院和出院时的定植动态,以减轻传播并减少艰难梭菌的总体负担。
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
PLoS Medicine
PLoS Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
17.60
自引率
0.60%
发文量
227
审稿时长
4-8 weeks
期刊介绍: PLOS Medicine is a prominent platform for discussing and researching global health challenges. The journal covers a wide range of topics, including biomedical, environmental, social, and political factors affecting health. It prioritizes articles that contribute to clinical practice, health policy, or a better understanding of pathophysiology, ultimately aiming to improve health outcomes across different settings. The journal is unwavering in its commitment to uphold the highest ethical standards in medical publishing. This includes actively managing and disclosing any conflicts of interest related to reporting, reviewing, and publishing. PLOS Medicine promotes transparency in the entire review and publication process. The journal also encourages data sharing and encourages the reuse of published work. Additionally, authors retain copyright for their work, and the publication is made accessible through Open Access with no restrictions on availability and dissemination. PLOS Medicine takes measures to avoid conflicts of interest associated with advertising drugs and medical devices or engaging in the exclusive sale of reprints.
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