Zhang Kehong, Shen Ganglei, Yuan Yue, Shi Chao
Department of Public Health, Wuxi Hospital Affiliated to Nanjing University of Chinese Medicine, Wuxi, China.
President Office, Wuxi Hospital Affiliated to Nanjing University of Chinese Medicine, Wuxi, China.
JMIR Public Health Surveill. 2024 Oct 2;10:e62863. doi: 10.2196/62863.
Varicella is a common infectious disease and a growing public health concern in China, with increasing outbreaks in Wuxi. Analyzing the correlation between climate factors and varicella incidence in Wuxi is crucial for guiding public health prevention efforts.
This study examines the impact of meteorological variables on varicella incidence in Wuxi, eastern China, from 2010 to 2019, offering insights for public health interventions.
We collected daily meteorological data and varicella case records from January 1, 2010, to December 31, 2019, in Wuxi, China. Generalized cross-validation identified optimal lag days by selecting those with the lowest score. The relationship between meteorological factors and varicella incidence was analyzed using Poisson generalized additive models and segmented linear regression. Subgroup analyses were conducted by gender and age.
The study encompassed 64,086 varicella cases. Varicella incidence in Wuxi city displayed a bimodal annual pattern, with peak occurrences from November to January of the following year and lower peaks from May to June. Several meteorological factors influencing varicella risk were identified. A decrease of 1°C when temperatures were ≤20°C corresponded to a 1.99% increase in varicella risk (95% CI 1.57-2.42, P<.001). Additionally, a decrease of 1°C below 22.38°C in ground temperature was associated with a 1.36% increase in varicella risk (95% CI 0.96-1.75, P<.001). Each 1 mm increase in precipitation above 4.88 mm was associated with a 1.62% increase in varicella incidence (95% CI 0.93-2.30, P<.001). A 1% rise in relative humidity above 57.18% increased varicella risk by 2.05% (95% CI 1.26-2.84, P<.001). An increase in air pressure of 1 hPa below 1011.277 hPa was associated with a 1.75% rise in varicella risk (95% CI 0.75-2.77, P<.001). As wind speed and evaporation increased, varicella risk decreased linearly with a 16-day lag. Varicella risk was higher with sunshine durations exceeding 1.825 hours, with a 14-day lag, increasing by 1.30% for each additional hour of sunshine (95% CI 0.62-2.00, P=.006). Subgroup analyses revealed that teenagers and children under 17 years of age faced higher varicella risks associated with temperature, average ground temperature, precipitation, relative humidity, and air pressure. Adults aged 18-64 years experienced increased risk with longer sunshine durations. Additionally, males showed higher varicella risks related to ground temperature and air pressure compared with females. However, no significant gender differences were observed regarding varicella risks associated with temperature (male: P<.001; female P<.001), precipitation (male: P=.001; female: P=.06), and sunshine duration (male: P=.53; female: P=.04).
Our preliminary findings highlight the interplay between varicella outbreaks in Wuxi city and meteorological factors. These insights provide valuable support for developing policies aimed at reducing varicella risks through informed public health measures.
水痘是一种常见的传染病,在中国已成为日益严重的公共卫生问题,无锡市的水痘疫情呈上升趋势。分析无锡市气候因素与水痘发病率之间的相关性对于指导公共卫生预防工作至关重要。
本研究考察2010年至2019年中国东部无锡市气象变量对水痘发病率的影响,为公共卫生干预提供见解。
我们收集了中国无锡市2010年1月1日至2019年12月31日的每日气象数据和水痘病例记录。通过广义交叉验证,选择得分最低的天数来确定最佳滞后天数。使用泊松广义相加模型和分段线性回归分析气象因素与水痘发病率之间的关系。按性别和年龄进行亚组分析。
该研究涵盖64,086例水痘病例。无锡市水痘发病率呈现双峰年度模式,11月至次年1月出现高峰,5月至6月出现较低高峰。确定了几个影响水痘风险的气象因素。当温度≤20°C时,温度每降低1°C,水痘风险增加1.99%(95%CI 1.57 - 2.42,P <.001)。此外,当地面温度低于22.38°C时,地面温度每降低1°C,水痘风险增加1.36%(95%CI 0.96 - 1.75,P <.001)。降水量超过4.88 mm时,每增加1 mm,水痘发病率增加1.62%(95%CI 0.93 - 2.30,P <.001)。相对湿度超过57.18%时,相对湿度每增加1%,水痘风险增加2.05%(95%CI 1.26 - 2.84,P <.001)。气压低于1011.277 hPa时,气压每增加1 hPa,水痘风险增加1.75%(95%CI 0.75 - 2.77,P <.001)。随着风速和蒸发量增加,水痘风险以16天的滞后期呈线性下降。日照时长超过1.825小时时,水痘风险更高,滞后期为14天,每增加1小时日照,水痘风险增加1.30%(95%CI 0.62 - 2.00,P =.006)。亚组分析显示,17岁及以下青少年和儿童面临的水痘风险与温度、平均地面温度、降水量、相对湿度和气压有关。18 - 64岁成年人的水痘风险随着日照时长增加而增加。此外,与女性相比,男性在地面温度和气压方面的水痘风险更高。然而,在与温度(男性:P <.001;女性:P <.001)、降水量(男性:P =.001;女性:P =.06)和日照时长(男性:P =.53;女性:P =.04)相关的水痘风险方面,未观察到显著的性别差异。
我们的初步研究结果突出了无锡市水痘疫情与气象因素之间的相互作用。这些见解为制定旨在通过明智的公共卫生措施降低水痘风险的政策提供了有价值的支持。