Yang Zurong, Pang Miaomiao, Zhou Qingyang, Song Shuxuan, Liang Weifeng, Chen Junjiang, Guo Tianci, Shao Zhongjun, Liu Kun
Department of Epidemiology, Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, School of Public Health, Air Force Medical University, Xi'an, Shaanxi, People's Republic of China.
Centre for Disease Prevention and Control in Northern Theater Command, Shenyang, People's Republic of China.
PeerJ. 2020 Oct 19;8:e10113. doi: 10.7717/peerj.10113. eCollection 2020.
Human brucellosis imposes a heavy burden on the health and economy of endemic regions. Since 2011, China has reported at least 35,000 human brucellosis cases annually, with more than 90% of these cases reported in the northern. Given the alarmingly high incidence and variation in the geographical distribution of human brucellosis cases, there is an urgent need to decipher the causes of such variation in geographical distribution.
We conducted a retrospective epidemiological study in Shaanxi Province from January 1, 2005 to December 31, 2018 to investigate the association between meteorological factors and transmission of human brucellosis according to differences in geographical distribution and seasonal fluctuation in northwestern China for the first time.
Human brucellosis cases were mainly distributed in the Shaanbei upland plateau before 2008 and then slowly extended towards the southern region with significant seasonal fluctuation. The results of quasi-Poisson generalized additive mixed model (GAMM) indicated that air temperature, sunshine duration, rainfall, relative humidity, and evaporation with maximum lag time within 7 months played crucial roles in the transmission of human brucellosis with seasonal fluctuation. Compared with the Shaanbei upland plateau, Guanzhong basin had more obvious fluctuations in the occurrence of human brucellosis due to changes in meteorological factors. Additionally, the established GAMM model showed high accuracy in predicting the occurrence of human brucellosis based on the meteorological factors.
These findings may be used to predict the seasonal fluctuations of human brucellosis and to develop reliable and cost-effective prevention strategies in Shaanxi Province and other areas with similar environmental conditions.
人类布鲁氏菌病给流行地区的健康和经济带来沉重负担。自2011年以来,中国每年报告至少35000例人类布鲁氏菌病病例,其中90%以上的病例报告来自北方。鉴于人类布鲁氏菌病病例的发病率高得惊人且地理分布存在差异,迫切需要解读这种地理分布差异的原因。
我们于2005年1月1日至2018年12月31日在陕西省进行了一项回顾性流行病学研究,首次根据中国西北地区的地理分布差异和季节性波动,调查气象因素与人类布鲁氏菌病传播之间的关联。
2008年以前,人类布鲁氏菌病病例主要分布在陕北高原,随后缓慢向南部地区扩展,季节性波动明显。准泊松广义相加混合模型(GAMM)结果表明,气温、日照时长、降雨量、相对湿度和滞后7个月内的最大蒸发量在人类布鲁氏菌病季节性波动传播中起关键作用。与陕北高原相比,关中盆地由于气象因素变化,人类布鲁氏菌病发病波动更为明显。此外,所建立的GAMM模型在基于气象因素预测人类布鲁氏菌病发病方面显示出较高的准确性。
这些发现可用于预测陕西省及其他环境条件相似地区人类布鲁氏菌病的季节性波动,并制定可靠且具有成本效益的预防策略。