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A Risk Assessment of Antibiotic Pan-Drug-Resistance in the UK: Bayesian Analysis of an Expert Elicitation Study

机译:英国抗生素泛耐药性的风险评估:专家启发研究的贝叶斯分析

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To inform the UK antimicrobial resistance strategy, a risk assessment was undertaken of the likelihood, over a five-year time-frame, of the emergence and widespread dissemination of pan-drug-resistant (PDR) Gram-negative bacteria that would pose a major public health threat by compromising effective healthcare delivery. Subsequent impact over five- and 20-year time-frames was assessed in terms of morbidity and mortality attributable to PDR Gram-negative bacteraemia. A Bayesian approach, combining available data with expert prior opinion, was used to determine the probability of the emergence, persistence and spread of PDR bacteria. Overall probability was modelled using Monte Carlo simulation. Estimates of impact were also obtained using Bayesian methods. The estimated probability of widespread occurrence of PDR pathogens within five years was 0.2 (95% credibility interval (CrI): 0.07–0.37). Estimated annual numbers of PDR Gram-negative bacteraemias at five and 20 years were 6800 (95% CrI: 400–58,600) and 22,800 (95% CrI: 1500–160,000), respectively; corresponding estimates of excess deaths were 1900 (95% CrI: 0–23,000) and 6400 (95% CrI: 0–64,000). Over 20 years, cumulative estimates indicate 284,000 (95% CrI: 17,000–1,990,000) cases of PDR Gram-negative bacteraemia, leading to an estimated 79,000 (95% CrI: 0–821,000) deaths. This risk assessment reinforces the need for urgent national and international action to tackle antibiotic resistance.
机译:为了告知英国抗菌素耐药性策略,在五年的时间范围内进行了风险评估,以评估泛耐药性(PDR)革兰氏阴性细菌的出现和广泛传播的可能性,这些细菌将构成主要的通过损害有效的医疗保健提供而对公共健康构成威胁。根据PDR革兰氏阴性菌血症的发病率和死亡率评估了五年和二十年时间范围内的后续影响。使用贝叶斯方法,将可用数据与专家的事先意见相结合,用于确定PDR细菌出现,持续和扩散的可能性。使用蒙特卡洛模拟对总概率建模。还使用贝叶斯方法获得了影响的估计值。五年内PDR病原体广泛发生的估计概率为0.2(95%可信区间(CrI):0.07–0.37)。在5年和20年时,PDR革兰氏阴性菌的估计年数分别为6800(95%CrI:400-58,600)和22,800(95%CrI:1500-160,000)。相应的超额死亡人数估计为1900(95%CrI:0-23,000)和6400(95%CrI:0-64,000)。在过去的20年中,累计估计数表明有284,000(95%CrI:17,000-1,990,000)PDR革兰氏阴性菌血症病例,导致估计有79,000(95%CrI:0-821,000)死亡。这项风险评估强调需要采取紧急的国家和国际行动来应对抗生素耐药性。

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