Li Peihua, Rui Jia, Niu Yan, Xie Fang, Wang Yifang, Li Zhuoyang, Liu Chan, Yu Shanshan, Huang Jiefeng, Luo Li, Deng Bin, Liu Weikang, Yang Tianlong, Li Qun, Chen Tianmu
State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China.
Chinese Center for Disease Control and Prevention, Public Health Emergency Center, Beijing, China.
Front Public Health. 2022 Apr 11;10:850369. doi: 10.3389/fpubh.2022.850369. eCollection 2022.
Hand-Foot-and-Mouth-Disease (HFMD) has been widely spread in Asia, and has result in a high disease burden for children in many countries. However, the dissemination characteristics intergroup and between different age groups are still not clear. In this study, we aim to analyze the differences in the transmissibility of HFMD, in the whole population and among age groups in Shenzhen city, by utilizing mathematical models.
A database that reports HFMD cases in Shenzhen city from January 2010 to December 2017 was collected. In the first stage, a Susceptive-Infected-Recovered () model was built to fit data of Shenzhen city and its districts, and was used to assess transmissibility in each district. In the second stage, a cross-age groups SIR model was constructed to calculate the difference in transmissibility of reported cases among three age groups of EV71 virus: 0-3 years, 3-5 years, and over 5 years which was denoted as age group 1, 2, and 3, respectively.
From 2010 to 2017, 345,807 cases of HFMD were reported in Shenzhen city, with peak incidence in spring and autumn in Shenzhen city and most of its districts each year. Analysis of the EV71 incidence data by age group revealed that age Group 1 have the highest incidence (3.13 ×10-2.31 ×10) while age group 3 had the lowest incidence (0-3.54 ×10). The differences in weekly incidence of EV71 between age groups were statistically significant ( = 7.563, < 0.0001; = 12.420, < 0.0001; = 16.996, < 0.0001). The of the model Shenzhen city population-wide HFMD fit for each region was >0.5, and < 0.001. values were >1 for the vast majority of time and regions, indicating that the HFMD virus has the ability to spread in Shenzhen city over the long-term. Differences in values between regions were judged by using analysis of variance (ANOVA) ( = 0.541, = 0.744). models between age groups had over 0.7 for all age groups and P <0.001. The values between groups show that the 0-2 years old group had the strongest transmissibility (median: 2.881, range: 0.017-9.897), followed by the over 5 years old group (median: 1.758, range: 1.005-5.279), while the 3-5 years old group (median: 1.300, range: 0.005-1.005) had the weakest transmissibility of the three groups. Intra-group transmissibility was strongest in the 0-2 years age group (median: 1.787, range: 0-9.146), followed by Group 1 to Group 2 (median: 0.287, range: 0-1.988) and finally Group 1 to Group 3 (median: 0.287, range: 0-1.988).
The incidence rate of HFMD is high in Shenzhen city. In the data on the incidence of EV71 in each age group, the highest incidence was in the 0-2 years age group, and the lowest incidence was in the over 5 years age group. The differences in weekly incidence rate of EV71 among age groups were statistically significant. Children with the age of 0-2 years had the highest transmissibility.
手足口病(HFMD)已在亚洲广泛传播,给许多国家的儿童带来了沉重的疾病负担。然而,不同群体间以及不同年龄组之间的传播特征仍不明确。在本研究中,我们旨在通过数学模型分析深圳市手足口病在全人群及各年龄组中的传播差异。
收集了2010年1月至2017年12月深圳市手足口病病例报告数据库。第一阶段,构建易感-感染-康复(SIR)模型以拟合深圳市及其各区的数据,并用于评估各区的传播能力。第二阶段,构建跨年龄组的SIR模型,计算肠道病毒71型(EV71)病毒三个年龄组(0 - 3岁、3 - 5岁、5岁以上,分别记为年龄组1、2、3)报告病例的传播差异。
2010年至2017年,深圳市共报告345,807例手足口病病例,深圳市及其大部分区每年发病率在春秋季达到高峰。按年龄组分析EV71发病率数据显示,年龄组1发病率最高(3.13×10 - 2.31×10),而年龄组3发病率最低(0 - 3.54×10)。各年龄组间EV71每周发病率差异具有统计学意义(F = 7.563,P < 0.0001;F = 12.420,P < 0.0001;F = 16.996,P < 0.0001)。深圳市全人群手足口病SIR模型对各区域的拟合优度R²>0.5,且P < 0.001。绝大多数时间和区域的R0值>1,表明手足口病病毒在深圳市具有长期传播能力。通过方差分析(ANOVA)判断各区域R0值差异(F = 0.541,P = 0.744)。各年龄组间的SIR模型R²均超过0.7且P < 0.001。组间R0值表明,0 - 2岁组传播能力最强(中位数:2.881,范围:0.017 - 9.897),其次是5岁以上组(中位数:1.758,范围:1.005 - 5.279),而3 - 5岁组(中位数:1.300,范围:0.005 - 1.005)在三组中传播能力最弱。组内传播能力在0 - 2岁年龄组最强(中位数:1.787,范围:0 - 9.146),其次是组1到组2(中位数:0.287,范围:0 - 1.988),最后是组1到组3(中位数:0.287,范围:0 - 1.988)。
深圳市手足口病发病率较高。在各年龄组EV71发病率数据中,0 - 2岁年龄组发病率最高,5岁以上年龄组发病率最低。各年龄组间EV71每周发病率差异具有统计学意义。0 - 2岁儿童传播能力最强。