Shandong Provincial Center for Disease Control and Prevention, Jinan, China.
Shandong Key Laboratory of Infectious Diseases, Jinan, China.
Front Public Health. 2022 Feb 24;10:844220. doi: 10.3389/fpubh.2022.844220. eCollection 2022.
To explore the influence of climatic, environmental and socioeconomic factors on SFTS occurrence in Shandong Province, China.
We used generalized additive model to estimate the association between SFTS cases and climatic factors, environmental factors and socioeconomic factors, including annual average temperature, precipitation, land cover, normalized difference vegetation index, altitude, population density, meat production, milk production, and gross domestic product (GDP).
There were a total of 4,830 cases reported in 100 (70.9%) counties and districts in Shandong Province from 2010 to 2020. The results showed that the annual average temperature, precipitation, forest and grassland coverage rate, altitude and meat production (square root transform) had a reversed "V" relationship with SFTS occurrence, with the inflection points around 12.5-13.0°C in temperature, around 650 mm in precipitation, around 0.3 in forest and grassland coverage rate, around 300 m in altitude, and around 200-300 tons in meat production (square root transform), respectively. SFTS occurrence had a "V" relationship with milk production (square root transform) and GDP (square root transform), with the inflection points around 100-200 tons in milk production (square root transform), and around 150,000-200,000 yuan in GDP (square root transform), respectively.
Climatic, environmental, and socioeconomic factors contributed to the heterogeneous distribution of SFTS in Shandong Province, and the influence of these factors on SFTS occurrence was nonlinear.
探讨气候、环境和社会经济因素对中国山东省发热伴血小板减少综合征(SFTS)发生的影响。
采用广义相加模型估计 SFTS 病例与气候因素、环境因素和社会经济因素(包括年平均气温、降水量、土地覆盖、归一化植被指数、海拔、人口密度、肉类产量、牛奶产量和国内生产总值)之间的关联。
2010 年至 2020 年,山东省 100 个(70.9%)县(区)共报告 4830 例病例。结果表明,年平均气温、降水量、森林和草地覆盖率、海拔和肉类产量(平方根变换)与 SFTS 发生呈反“V”关系,转折点分别约为 12.5-13.0°C 温度、约 650mm 降水、约 0.3 森林和草地覆盖率、约 300m 海拔和约 200-300 吨肉类产量(平方根变换)。SFTS 发生与牛奶产量(平方根变换)和 GDP(平方根变换)呈“V”关系,转折点约为 100-200 吨牛奶产量(平方根变换)和 150,000-200,000 元 GDP(平方根变换)。
气候、环境和社会经济因素导致山东省 SFTS 分布不均,这些因素对 SFTS 发生的影响是非线性的。