McCreesh Nicky, Booth Mark
School of Medicine, Pharmacy and Health, Durham University, Durham, United Kingdom.
PLoS One. 2014 Jul 2;9(7):e101462. doi: 10.1371/journal.pone.0101462. eCollection 2014.
There is increasing interest in the control and elimination of schistosomiasis. Little is known, however, about the likely effects of increasing water-body temperatures on transmission.
We have developed an agent-based model of the temperature-sensitive stages of the Schistosoma and intermediate host snail life-cycles, parameterised using data from S. mansoni and Biomphalaria pfeifferi laboratory and field-based observations. Infection risk is calculated as the number of cercariae in the model, adjusted for their probability of causing infection.
The number of snails in the model is approximately constant between 15-31°C. Outside this range, snail numbers drop sharply, and the snail population cannot survive outside the range 14-32°C. Mean snail generation time decreases with increasing temperature from 176 days at 14°C to 46 days at 26°C. Human infection risk is highest between 16-18°C and 1pm and 6-10pm in calm water, and 20-25°C and 12-4pm in flowing water. Infection risk increases sharply when temperatures increase above the minimum necessary for sustained transmission.
The model suggests that, in areas where S. mansoni is already endemic, warming of the water at transmission sites will have differential effects on both snails and parasites depending on abiotic properties of the water-body. Snail generation times will decrease in most areas, meaning that snail populations will recover faster from natural population reductions and from snail-control efforts. We suggest a link between the ecological properties of transmission sites and infection risk which could significantly affect the outcomes of interventions designed to alter water contact behaviour--proposing that such interventions are more likely to reduce infection levels at river locations than lakes, where infection risk remains high for longer. In cooler areas where snails are currently found, increasing temperatures may significantly increase infection risk, potentially leading to new, high-intensity foci of infection.
人们对血吸虫病的控制和消除越来越感兴趣。然而,关于水体温度升高对传播可能产生的影响,我们知之甚少。
我们开发了一种基于主体的模型,用于模拟血吸虫和中间宿主蜗牛生命周期中对温度敏感的阶段,并使用来自曼氏血吸虫和费氏拟钉螺的实验室及实地观察数据进行参数化。感染风险通过模型中的尾蚴数量计算得出,并根据其引发感染的概率进行调整。
模型中的蜗牛数量在15 - 31°C之间大致保持恒定。在此范围之外,蜗牛数量急剧下降,蜗牛种群在14 - 32°C范围之外无法存活。蜗牛的平均世代时间随着温度升高而缩短,从14°C时的176天降至26°C时的46天。在平静水中,人体感染风险在16 - 18°C以及下午1点至6点和晚上6点至10点最高;在流动水中,感染风险在20 - 25°C以及中午12点至下午4点最高。当温度升高到持续传播所需的最低温度以上时,感染风险会急剧增加。
该模型表明,在曼氏血吸虫已经流行的地区,传播地点水体的变暖将根据水体的非生物特性对蜗牛和寄生虫产生不同影响。在大多数地区,蜗牛的世代时间将缩短,这意味着蜗牛种群将从自然种群减少和蜗牛控制措施中更快恢复。我们提出传播地点的生态特性与感染风险之间存在联系,这可能会显著影响旨在改变与水接触行为的干预措施的效果——建议此类干预措施在河流地区比在湖泊地区更有可能降低感染水平,因为在湖泊地区感染风险在更长时间内保持较高。在目前发现有蜗牛的较凉爽地区,温度升高可能会显著增加感染风险,潜在地导致新的、高强度的感染病灶。