Beaghton Andrea, Hammond Andrew, Nolan Tony, Crisanti Andrea, Godfray H Charles J, Burt Austin
Life Sciences, Imperial College, Silwood Park, Ascot, Berkshire SL5 7PY, United Kingdom
Life Sciences, Imperial College, South Kensington, London SW7 2AZ, United Kingdom.
Genetics. 2017 Apr;205(4):1587-1596. doi: 10.1534/genetics.116.197632. Epub 2017 Feb 3.
There is a need for new interventions against the ongoing burden of vector-borne diseases such as malaria and dengue. One suggestion has been to develop genes encoding effector molecules that block parasite development within the vector, and then use the nuclease-based homing reaction as a form of gene drive to spread those genes through target populations. If the effector gene reduces the fitness of the mosquito and does not contribute to the drive, then loss-of-function mutations in the effector will eventually replace functional copies, but protection may nonetheless persist sufficiently long to provide a public health benefit. Here, we present a quantitative model allowing one to predict the duration of protection as a function of the probabilities of different molecular processes during the homing reaction, various fitness effects, and the efficacy of the effector in blocking transmission. Factors that increase the duration of protection include reducing the frequency of pre-existing resistant alleles, the probability of nonrecombinational DNA repair, the probability of homing-associated loss of the effector, the fitness costs of the nuclease and effector, and the completeness of parasite blocking. For target species that extend over an area much larger than the typical dispersal distance, the duration of protection is expected to be highest at the release site, and decrease away from there, eventually falling to zero, as effector-less drive constructs replace effector-containing ones. We also model an alternative strategy of using the nuclease to target an essential gene, and then linking the effector to a sequence that restores the essential function and is resistant to the nuclease. Depending upon parameter values, this approach can prolong the duration of protection. Our models highlight the key design criteria needed to achieve a desired level of public health benefit.
对于疟疾和登革热等媒介传播疾病持续造成的负担,需要新的干预措施。一种建议是开发编码效应分子的基因,这些效应分子可阻止寄生虫在媒介体内发育,然后利用基于核酸酶的归巢反应作为一种基因驱动形式,使这些基因在目标群体中传播。如果效应基因降低了蚊子的适合度且对基因驱动没有贡献,那么效应基因中的功能丧失突变最终将取代功能拷贝,但保护作用仍可能持续足够长的时间以带来公共卫生益处。在此,我们提出一个定量模型,可据此预测保护持续时间,该持续时间是归巢反应期间不同分子过程的概率、各种适合度效应以及效应分子阻断传播的效力的函数。增加保护持续时间的因素包括降低预先存在的抗性等位基因的频率、非重组DNA修复的概率、与归巢相关的效应分子丢失的概率、核酸酶和效应分子的适合度成本以及寄生虫阻断的完整性。对于分布区域远大于典型扩散距离的目标物种,预计保护持续时间在释放位点最高,并从该位点向外降低,最终降至零,因为不含效应分子的驱动构建体将取代含效应分子的构建体。我们还对另一种策略进行了建模,即使用核酸酶靶向一个必需基因,然后将效应分子与一个恢复必需功能且对核酸酶有抗性的序列相连。根据参数值,这种方法可以延长保护持续时间。我们的模型突出了实现期望水平的公共卫生益处所需的关键设计标准。