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尼日利亚卡诺州1型野生脊髓灰质炎病毒的空间模型:消除概率的校准与评估

A spatial model of Wild Poliovirus Type 1 in Kano State, Nigeria: calibration and assessment of elimination probability.

作者信息

McCarthy Kevin A, Chabot-Couture Guillaume, Shuaib Faisal

机构信息

Intellectual Ventures Laboratory, 3150 139th Ave SE, Bellevue, WA, 98005, USA.

Federal Ministry of Health, Abuja, Nigeria.

出版信息

BMC Infect Dis. 2016 Sep 29;16(1):521. doi: 10.1186/s12879-016-1817-3.

Abstract

BACKGROUND

Since the launch of the Global Polio Eradication Initiative, all but three countries (Nigeria, Pakistan, and Afghanistan) have apparently interrupted all wild poliovirus (WPV) transmission, and only one of three wild serotypes has been reported globally since 2012. Countrywide supplemental immunization campaigns in Nigeria produced dramatic reduction in WPV Type 1 paralysis cases since 2010 compared to the 2000's, and WPV1 has not been observed in Nigeria since July 24, 2014. This article presents the development and calibration of a spatial metapopulation model of wild poliovirus Type 1 transmission in Kano State, Nigeria, which was the location of the most recent WPV1 case and 5 out of 6 of the reported WPV1 paralytic cases in Nigeria in 2014.

METHODS

The model is calibrated to data on the case counts and age at onset of paralysis from 2003-2009. The features of the data drive model development from a simple susceptible-exposed-infective-recovered (SEIR) model to a spatial metapopulation model featuring seasonal forcing and age-dependent transmission. The calibrated parameter space is then resampled, projected forward, and compared to more recent case counts to estimate the probability that Type 1 poliovirus has been eliminated in Kano state.

RESULTS

The model indicates a 91 % probability that Type 1 poliovirus has been eliminated from Kano state as of October 2015. This probability rises to >99 % if no WPV1 paralysis cases are detected for another year. The other states in Nigeria have experienced even longer case-free periods (the only other state with a WPV1 case was Yobe, on April 19, 2014), and Nigeria is the last remaining country in Africa to experience endemic WPV1 transmission, so these results can be interpreted as an upper bound on the probability that WPV1 transmission is currently interrupted continent-wide.

CONCLUSIONS

While the results indicate optimism that WPV1 transmission has been interrupted in Kano state, the model also assumes that frequent SIAs with high coverage continue to take place in Kano state through the end of the certification period. We conclude that though WPV1 appears to be on the brink of continent-wide elimination (WHO officially removed Nigeria from the list of polio-endemic countries on September 25, 2015), it is important for the polio program to maintain vigilance in surveillance and vaccination activities to prevent WPV1 resurgence through the WHO's 3-year eradication certification period.

摘要

背景

自全球根除脊髓灰质炎行动发起以来,除三个国家(尼日利亚、巴基斯坦和阿富汗)外,其他所有国家均已明显阻断了所有野生脊髓灰质炎病毒(WPV)的传播,并且自2012年以来全球仅报告了三种野生血清型中的一种。与21世纪00年代相比,自2010年以来尼日利亚开展的全国性补充免疫活动使1型野生脊髓灰质炎病毒麻痹病例大幅减少,自2014年7月24日起尼日利亚未再发现1型野生脊髓灰质炎病毒。本文介绍了尼日利亚卡诺州1型野生脊髓灰质炎病毒传播的空间集合种群模型的开发与校准情况,卡诺州是尼日利亚最近一例1型野生脊髓灰质炎病毒病例的所在地,也是2014年尼日利亚报告的6例1型野生脊髓灰质炎病毒麻痹病例中的5例所在地区。

方法

该模型根据2003 - 2009年麻痹病例数和发病年龄数据进行校准。这些数据的特征推动模型从简单的易感 - 暴露 - 感染 - 康复(SEIR)模型发展为具有季节性强迫和年龄依赖性传播的空间集合种群模型。然后对校准后的参数空间进行重新采样、向前预测,并与更新的病例数进行比较,以估计卡诺州已消除1型脊髓灰质炎病毒的概率。

结果

该模型表明,截至2015年10月,卡诺州已消除1型脊髓灰质炎病毒的概率为91%。如果在接下来的一年中未检测到1型野生脊髓灰质炎病毒麻痹病例,这一概率将升至>99%。尼日利亚的其他州无病例的时间更长(另一个有1型野生脊髓灰质炎病毒病例的州是约贝州,于2014年4月19日出现病例),并且尼日利亚是非洲最后一个仍存在1型野生脊髓灰质炎病毒地方性传播的国家,因此这些结果可被解释为目前全非洲范围内1型野生脊髓灰质炎病毒传播被阻断的概率上限。

结论

虽然结果显示卡诺州1型野生脊髓灰质炎病毒传播已被阻断令人乐观,但该模型还假定在认证期结束前卡诺州继续频繁开展高覆盖率的补充免疫活动。我们得出结论,尽管1型野生脊髓灰质炎病毒似乎已濒临在全非洲范围内被消除(2015年9月25日世界卫生组织正式将尼日利亚从脊髓灰质炎流行国家名单中移除),但脊髓灰质炎项目在监测和疫苗接种活动中保持警惕非常重要,以防止1型野生脊髓灰质炎病毒在世界卫生组织为期3年的根除认证期内卷土重来。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b380/5041410/645a146aebc3/12879_2016_1817_Fig1_HTML.jpg

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