Journal of Shandong University (Health Sciences) ›› 2018, Vol. 56 ›› Issue (8): 101-106.doi: 10.6040/j.issn.1671-7554.0.2018.126

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Effect of diurnal temperature range on incidence of measles in Jinan City

WANG Peizhu1, ZHENG Zhaolei1, LI Runzi1, XU Qinqin1, KANG Fengling1, XU Qing2, LI Xiujun1,3   

  1. 1. Department of Biostatistics, School of Public Health, Shandong University, Jinan 250012, Shandong, China;
    2. Shandong Center for Disease Control and Prevention, Jinan 250014, Shandong, China;
    3. Shandong University Climate Change and Health Center, Jinan 250012, Shandong, China
  • Published:2022-09-27

Abstract: Objective To investigate the effects of diurnal temperature range(DTR)on measles in Jinan City, Shandong Province. Methods With data of daily measles cases and meteorological data from 1 January, 2005 to 31 December, 2011, we used a distribution lag non-linear model(DLNM)to analyze the effects of DTR on the incidence of measles adjusted for seasonal, long-term trends and other confounding factors. Results A total of 2 198 measles cases were reported in Jinan City from 2005 to 2011, with a sex ratio of 1.28∶1. Children aged <8 months accounted for 20.70% of all cases, children aged ≥8 months and <5 years accounted for 28.43%, patients aged ≥5 and <18 years accounted for 10.92%, and those aged ≥18 accounted for 39.95%. Taking 9.1 ℃ as reference, the risk was the highest when weekly average DTR was the maximum, 13.2 ℃ on lag 2 weeks, as the relative risk(RR)was 1.92(95% CI: 1.47-2.50), when the significant lag range was the maximum. For a 2 ℃ increase in DTR, the risk was the highest in both male and female at 2 weeks lag, with RR values of 1.19(95%CI: 1.08-1.32)and 1.24(95%CI:1.12-1.38)respectively. DTR had the strongest effect on children aged ≥5 and <18 years at 2 weeks lag, with an RR of 1.41(95% CI: 1.15-1.74)and no significant effect on infants aged 8 months and younger. Conclusion The significant impact and lag effect are found between DTR and the incidence of measles in Jinan City. Female and people aged ≥5 and <18 years are more sensitive to DTR. Attention should be paid to DTR, and timely prevention measures should be taken against susceptible population to mitigate the hazard.

Key words: Jinan, Measles, Diurnal temperature range, Distributed lag non-linear model, Relative risk

CLC Number: 

  • R181.3
[1] Zhang RQ, Li HB, Li FY, et al. Epidemiological characteristics of measles from 2000 to 2014: results of a measles catch-up vaccination campaign in Xianyang, China [J]. J Infect Public Health, 2017, 10(5): 624-629.
[2] Zhao Z, Zhou R, Yu W, et al. Measles outbreak prevention and control among adults: lessons from an importation outbreak in Yunnan Province, China, 2015 [J]. Hum Vaccin Immunother, 2018, 14(4): 881-886.
[3] Currie J, Davies L, Mccarthy J, et al. Measles outbreak linked to European B3 outbreaks, Wales, United Kingdom, 2017 [J]. Euro Surveill, 2017, 22(42). doi: 10.2807/1560-7917.ES.2017. 22.42.17-00673.
[4] Choe YJ, Park YJ, Kim JW, et al. An outbreak of measles in a university in Korea, 2014 [J]. J Korean Med Sci, 2017, 32(11): 1876-1878.
[5] 张世英, 李洁, 李长军, 等. 1961~2013年聊城市麻疹流行状况与气象因素的关系[J]. 预防医学论坛, 2014, 20(9): 645-647. ZHANG Shiying, LI Jie, LI Changjun, et al. The prevalence of measles and the relationship with meteorological factors, Liaocheng City, 1961-2013[J]. Prev Med Trib, 2014, 20(9): 645-647.
[6] 陶燕, 宋捷, 强力, 等. 兰州市城关区气象因素与麻疹发病人数的时间序列研究[J]. 中国环境科学, 2014, 34(11): 2964-2969. TAO Yan, SONG Jie, QIANG Li, et al. Time series analysis between meteorological factors and measles in Chengguan District, Lanzhou [J]. China Environmental Science, 2014, 34(11): 2964-2969.
[7] Yang Q, Fu C, Dong Z, et al. The effects of weather conditions on measles incidence in Guangzhou, Southern China [J]. Hum Vaccin Immunother, 2014, 10(4): 1104-1110.
[8] Omonijo AG, Matzarakis A, Oguntoke O, et al. Effect of thermal environment on the temporal, spatial and seasonal occurrence of measles in Ondo state, Nigeria [J]. Int J Biometeorol, 2012, 56(5): 873-885.
[9] Easterling DR, Horton B, Jones PD, et al. Maximum and minimum temperature trends for the globe [J]. Science, 1997, 277(5324): 364-367.
[10] Zhang Y, Peng M, Wang L, et al. Association of diurnal temperature range with daily mortality in England and Wales: a nationwide time-series study [J]. Sci Total Environ, 2017, 619-620: 291-300. doi: 10.1016/j.scitotenv.2017.11.056.
[11] Lim YH, Hong YC, Kim H. Effects of diurnal temperature range on cardiovascular and respiratory hospital admissions in Korea[J]. Sci Total Environ, 2012, 417-418: 55-60. doi: 10.1016/j.scitotenv.2011.12.048.
[12] Liang WM, Liu WP, Kuo HW. Diurnal temperature range and emergency room admissions for chronic obstructive pulmonary disease in Taiwan[J]. Int J Biometeorol, 2009, 53(1): 17-23.
[13] Wen L, Zhao K, Cheng J, et al. The association between diurnal temperature range and childhood bacillary dysentery[J]. Int J Biometeorol, 2016, 60(2): 269-276.
[14] Yin F, Ma Y, Zhao X, et al. The association between diurnal temperature range and childhood hand, foot, and mouth disease: a distributed lag non-linear analysis [J]. Epidemiol Infect, 2017, 145(15): 3264-3273.
[15] Ge WZ, Xu F, Zhao ZH, et al. Association between diurnal temperature range and respiratory tract infections [J]. Biomed Environ Sci, 2013, 26(3): 222-225.
[16] Zhao X, Chen F, Feng Z, et al. Characterizing the effect of temperature fluctuation on the incidence of malaria: an epidemiological study in south-west China using the varying coefficient distributed lag non-linear model [J]. Malar J, 2014, 13: 192. doi: 10.1186/1475-2875-13-192.
[17] Zhang Y, Li C, Feng R, et al. The short-term effect of ambient temperature on mortality in Wuhan, China: a time-series study using a distributed lag non-linear model[J]. Int J Environ Res Public Health, 2016, 13(7): 722-734.
[18] Wang X, Boulton ML, Montgomery JP, et al. The epidemiology of measles in Tianjin, China, 2005-2014 [J]. Vaccine, 2015, 33(46): 6186-6191.
[19] 韩京, 李传彬, 赵小东, 等. 2008~2012年济南市麻疹流行特征分析[J]. 现代预防医学, 2015, 42(7): 1170-1172. HAN Jing, LI Chuanbin, ZHAO Xiaodong, et al. Analysis on measles epidemic characteristic in Jinan, 2008-2012. [J]. Modern Preventive Medicine, 2015, 42(7): 1170-1172.
[20] Gasparrini A, Armstrong B, Kenward MG. Distributed lag non-linear models [J]. Stat Med, 2010, 29(21): 2224-2234.
[21] 程健, 许祥青, 朱瑞, 等. 2008~2012年马鞍山市某地区的昼夜温差与每日死亡的时间序列研究[J]. 中华疾病控制杂志, 2014, 18(4): 312-316. CHENG Jian, XU Xiangqin, ZHU Rui, et al. A time-series study on diurnal temperature range and daily mortality in Maanshan City, 2008-2012 [J]. Chin J Dis Contl Prev, 2014, 18(4): 312-316.
[22] Liu ZD, Li J, Zhang Y, et al. Distributed lag effects and vulnerable groups of floods on bacillary dysentery in Huaihua, China[J]. Sci Rep, 2016, 6: 29456. doi: 10.1038/srep29456.
[23] Gasparrini A. Distributed lag linear and non-Linear models in R: the package dlnm [J]. J Stat Softw, 2011, 43(8): 1-20.
[24] Imai Y, Nobuoka S, Nagashima J, et al. Acute myocardial infarction induced by alternating exposure to heat in a sauna and rapid cooling in cold water [J]. Cariol, 1998, 90(4): 299-301.
[25] Diesel DA, Lebel JL, Tucker A. Pulmonary particle deposition and airway mucociliary clearance in cold-exposed calves [J]. Amer J Vet Res, 1991, 52(10): 1665-1671.
[26] Gao J, Chen E, Wang Z, et al. Epidemic of measles following the nationwide mass immunization campaign [J]. BMC Infect Dis, 2013, 13: 139. doi: 10.1186/1471-2334-13-139.
[27] Basu R. High ambient temperature and mortality: a review of epidemiologic studies from 2001 to 2008 [J]. Environ Health, 2009, 8(1): 1-13.
[28] 刘刚, 单芙香, 张顺祥. 成人麻疹的流行现状及控制策略[J]. 国际流行病学传染病学杂志, 2006, 33(6): 420-422. LIU Gang, SHAN Fuxiang, ZHANG Shunxiang. The strategy on measles control and its epidemic status among adult [J]. Inter J Epidemiol Infect Dis, 2006, 33(6): 420-422.
[29] 李淑华. 计划免疫后麻疹流行特征与预防策略研究[D]. 上海: 复旦大学, 2007.
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