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建模儿童抗生素使用在疟疾流行率下降的地区。

Modeling pediatric antibiotic use in an area of declining malaria prevalence.

机构信息

Department of Infectious Disease Epidemiology, Bernhard Nocht Institute for Tropical Medicine, Bernhard-Nocht-Str 74, 20359, Hamburg, Germany.

University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

出版信息

Sci Rep. 2024 Jul 16;14(1):16431. doi: 10.1038/s41598-024-67492-x.

Abstract

In malaria-endemic areas of Sub-Saharan Africa, overlap of clinical symptoms between malarial and non-malarial febrile illnesses can lead to empiric use of antibiotics among children. Our study aimed to illustrate the potential impact of decreasing malaria prevalence from malaria control efforts on antibiotic use. We constructed a probabilistic decision tree model representing antibiotic prescription in febrile children < 5 years. This model was used to predict change in absolute antibiotic use compared to baseline under levels of decreasing malaria prevalence. Model parameters were based on data from a hospital study in Ghana and validated via literature review. The baseline prevalence of malaria diagnoses was 52% among all hospitalized children. For our main results, we reported outcomes for a scenario representing a 50% decrease in malaria prevalence. Compared to baseline, absolute antibiotic prescription decreased from a baseline of 639 doses (95% CI 574-694) to 575 (95% CI 502-638). This reflected a 10% (95% CI 7%-13%) decrease in absolute antibiotic use. Our findings demonstrate that effective malaria control can reduce pediatric antibiotic use. However, until substantial progress is made in developing accurate diagnostics for non-malarial febrile illnesses, further reductions in antibiotic use will remain a challenge.

摘要

在撒哈拉以南非洲的疟疾流行地区,疟疾和非疟疾发热性疾病的临床症状重叠,可能导致儿童经验性使用抗生素。我们的研究旨在说明减少疟疾控制工作中疟疾流行率对抗生素使用的潜在影响。我们构建了一个概率决策树模型,代表 5 岁以下发热儿童的抗生素处方。该模型用于预测与基线相比,在疟疾流行率下降水平下绝对抗生素使用量的变化。模型参数基于加纳医院研究的数据,并通过文献回顾进行了验证。基线时,所有住院儿童中疟疾诊断的流行率为 52%。对于我们的主要结果,我们报告了一个代表疟疾流行率降低 50%的情景的结果。与基线相比,绝对抗生素处方从基线的 639 剂(95%CI 574-694)减少到 575 剂(95%CI 502-638)。这反映了绝对抗生素使用量减少了 10%(95%CI 7%-13%)。我们的研究结果表明,有效的疟疾控制可以减少儿科抗生素的使用。然而,在为非疟疾发热性疾病开发准确诊断方法方面取得实质性进展之前,进一步减少抗生素的使用仍将是一个挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/464d/11252319/c58edcf2cb64/41598_2024_67492_Fig1_HTML.jpg

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