Engineering Resilient Gene Drives Towards Sustainable Malaria Control: Predicting, Testing and Overcoming Target Site Resistance
Morianou, I.; Phillimore, L.; Khatri, B. S.; Marston, L.; Gribble, M.; Burt, A.; Bernardini, F.; Hammond, A. M.; Nolan, T.; Crisanti, A.
Show abstract
CRISPR-based gene drives are selfish genetic elements with the potential to spread through entire insect populations for sustainable vector control. Gene drives designed to disrupt the reproductive capacity of females can suppress laboratory populations of the malaria mosquito. However, any suppressive intervention will inevitably exert an evolutionary pressure for resistance. Here, we present a pipeline for the accelerated discovery, engineering, and testing of both natural and drive-induced variants that could reverse gene drive spread. We applied our method to stress-test a highly effective gene drive that has evaded resistance in all laboratory-contained releases to date, known as Ag(QFS)1. We showed that previously undetected resistant alleles can arise at low frequency, and discovered novel, partially resistant alleles that can perturb drive-invasion dynamics. We then engineered next-generation gene drives that can actively remove resistant alleles by targeting several highly conserved and non-overlapping sites in the female-specific exon of the doublesex gene. Our models predict that such gene drive designs could suppress large, natural populations of the malaria mosquito in the field.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Converting endogenous genes of the malaria mosquito into simple non-autonomous gene drives for population replacement 95%
- A single synonymous nucleotide change impacts the male-killing phenotype of prophage WO gene wmk 95%
- Mechanical force of uterine occupation enables large vesicle extrusion from proteostressed maternal neurons 95%
Similar papers in this journal
- Parallel evolution of a splicing program controlling neuronal excitability in flies and mammals 95%
- Synchronous and opponent thermosensors use flexible cross-inhibition to orchestrate thermal homeostasis 94%
- A parental transcriptional response to microsporidia infection induces inherited immunity in offspring 94%
Similar papers in this journal
- RAD50 promotes DNA repair by homologous recombination and restrains antigenic variation in African trypanosomes 94%
- Plasmodium falciparum DNA repair dynamics reveal unique roles for TLS polymerases and PfRad51 in genome diversification 94%
- An endogenous retroviral element co-opts an upstream regulatory sequence to achieve somatic expression and mobility 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.