scholarly journals Double drives and private alleles for localised population genetic control

2021 ◽  
Author(s):  
Katie Willis ◽  
Austin Burt
Keyword(s):  
Genetic Control ◽  
Population Genetic ◽  
Genomic Analysis ◽  
Target Population ◽  
Pest Species ◽  
Gene Drive ◽  
Population Replacement ◽  
Target Populations ◽  
Mosquito Anopheles Gambiae ◽  
Control Disease

Synthetic gene drive constructs could, in principle, provide the basis for highly efficient interventions to control disease vectors and other pest species. This efficiency derives in part from leveraging natural processes of dispersal and gene flow to spread the construct and its impacts from one population to another. However, sometimes (for example, with invasive species) only specific populations are in need of control, and impacts on non-target populations would be undesirable. Many gene drive designs use nucleases that recognise and cleave specific genomic sequences, and one way to restrict their spread would be to exploit sequence differences between target and non-target populations. In this paper we propose and model a series of low threshold double drive designs for population suppression, each consisting of two constructs, one imposing a reproductive load on the population and the other inserted into a differentiated locus and controlling the drive of the first. Simple deterministic, discrete-generation computer simulations are used to assess the alternative designs. We find that the simplest double drive designs are significantly more robust to pre-existing cleavage resistance at the differentiated locus than single drive designs, and that more complex designs incorporating sex ratio distortion can be more efficient still, even allowing for successful control when the differentiated locus is neutral and there is up to 50% pre-existing resistance in the target population. Similar designs can also be used for population replacement, with similar benefits. A population genomic analysis of PAM sites in island and mainland populations of the malaria mosquito Anopheles gambiae indicates that the differentiation needed for our methods to work can exist in nature. Double drives should be considered when efficient but localised population genetic control is needed and there is some genetic differentiation between target and non-target populations.

scholarly journals Double drives and private alleles for localised population genetic control

PLoS Genetics ◽  
2021 ◽  
Vol 17 (3) ◽  
pp. e1009333
Author(s):  
Katie Willis ◽  
Austin Burt
Keyword(s):  
Genetic Control ◽  
Population Genetic ◽  
Genomic Analysis ◽  
Target Population ◽  
Pest Species ◽  
Gene Drive ◽  
Population Replacement ◽  
Target Populations ◽  
Control Disease ◽  
Alternative Designs

Synthetic gene drive constructs could, in principle, provide the basis for highly efficient interventions to control disease vectors and other pest species. This efficiency derives in part from leveraging natural processes of dispersal and gene flow to spread the construct and its impacts from one population to another. However, sometimes (for example, with invasive species) only specific populations are in need of control, and impacts on non-target populations would be undesirable. Many gene drive designs use nucleases that recognise and cleave specific genomic sequences, and one way to restrict their spread would be to exploit sequence differences between target and non-target populations. In this paper we propose and model a series of low threshold double drive designs for population suppression, each consisting of two constructs, one imposing a reproductive load on the population and the other inserted into a differentiated locus and controlling the drive of the first. Simple deterministic, discrete-generation computer simulations are used to assess the alternative designs. We find that the simplest double drive designs are significantly more robust to pre-existing cleavage resistance at the differentiated locus than single drive designs, and that more complex designs incorporating sex ratio distortion can be more efficient still, even allowing for successful control when the differentiated locus is neutral and there is up to 50% pre-existing resistance in the target population. Similar designs can also be used for population replacement, with similar benefits. A population genomic analysis of CRISPR PAM sites in island and mainland populations of the malaria mosquitoAnopheles gambiaeindicates that the differentiation needed for our methods to work can exist in nature. Double drives should be considered when efficient but localised population genetic control is needed and there is some genetic differentiation between target and non-target populations.

scholarly journals Self-limiting population genetic control with sex-linked genome editors

2017 ◽  
Author(s):  
Austin Burt ◽  
Anne Deredec
Keyword(s):  
Gene Flow ◽  
Genetic Control ◽  
Pest Control ◽  
Population Genetic ◽  
Control Strategies ◽  
Gene Drive ◽  
Male Fitness ◽  
Target Populations ◽  
Efficient Control ◽  
Attractive Option

AbstractIn male heterogametic species the Y chromosome is transmitted solely from fathers to sons, and is selected for based only on its impacts on male fitness. This fact can be exploited to develop efficient pest control strategies that use Y-linked editors to disrupt the fitness of female descendants. In simple “strategic” population models we show that Y-linked editors can be substantially more efficient than other self-limiting strategies and, while not as efficient as gene drive approaches, are expected to have less impact on non-target populations with which there is some gene flow. Efficiency can be further augmented by simultaneously releasing an autosomal X-shredder construct, in either the same or different males. Y-linked editors may be attractive option to consider when efficient control of a species is desired in some locales but not others.

scholarly journals Tethered homing gene drives: a new design for spatially restricted population replacement and suppression

2018 ◽  
Author(s):  
Sumit Dhole ◽  
Alun L. Lloyd ◽  
Fred Gould
Keyword(s):  
Mathematical Model ◽  
Genetic Load ◽  
Target Population ◽  
Gene Drive ◽  
Population Replacement ◽  
Additional Release ◽  
New Gene ◽  
Gene Drives ◽  
Population Suppression ◽  
Proof Of Principle

ABSTRACTOptimism regarding potential epidemiological and conservation applications of modern gene drives is tempered by concern about the potential unintended spread of engineered organisms beyond the target population. In response, several novel gene drive approaches have been proposed that can, under certain conditions, locally alter characteristics of a population. One challenge for these gene drives is the difficulty of achieving high levels of localized population suppression without very large releases in face of gene flow. We present a new gene drive system, Tethered Homing (TH), with improved capacity for localized population alteration, especially for population suppression. The TH drive is based on driving a payload gene using a homing construct that is anchored to a spatially restricted gene drive. We use a proof of principle mathematical model to show the dynamics of a TH drive that uses engineered underdominance as an anchor. This system is composed of a split homing drive and a two-locus engineered underdominance drive linked to one part of the split drive (the Cas endonuclease). In addition to improved localization, the TH system offers the ability to gradually adjust the genetic load in a population after the initial alteration, with minimal additional release effort.

scholarly journals Gene drives and population persistence vs elimination: the impact of spatial structure and inbreeding at low density

2021 ◽  
Author(s):  
Pantelis John Beaghton ◽  
Austin Burt
Keyword(s):  
Inbreeding Depression ◽  
Essential Gene ◽  
Random Mating ◽  
Critical Role ◽  
Target Population ◽  
Low Density ◽  
Pest Species ◽  
Allee Effects ◽  
Gene Drive ◽  
The Impact

Synthetic gene drive constructs are being developed to control disease vectors, invasive species, and other pest species. In a well-mixed random mating population a sufficiently strong gene drive is expected to eliminate a target population, but it is not clear whether the same is true when spatial processes play a role. In species with an appropriate biology it is possible that drive-induced reductions in density might lead to increased inbreeding, reducing the efficacy of drive, eventually leading to suppression rather than elimination, regardless of how strong the drive is. To investigate this question we analyse a series of explicitly solvable stochastic models considering a range of scenarios for the relative timing of mating, reproduction, and dispersal and analyse the impact of two different types of gene drive, a Driving Y chromosome and a homing construct targeting an essential gene. We find in all cases a sufficiently strong Driving Y will go to fixation and the population will be eliminated, except in the one life history scenario (reproduction and mating in patches followed by dispersal) where low density leads to increased inbreeding, in which case the population persists indefinitely, tending to either a stable equilibrium or a limit cycle. These dynamics arise because Driving Y males have reduced mating success, particularly at low densities, due to having fewer sisters to mate with. Increased inbreeding at low densities can also prevent a homing construct from eliminating a population. For both types of drive, if there is strong inbreeding depression, then the population cannot be rescued by inbreeding and it is eliminated. These results highlight the potentially critical role that low-density-induced inbreeding and inbreeding depression (and, by extension, other sources of Allee effects) can have on the eventual impact of a gene drive on a target population.

scholarly journals Designing gene drives to limit spillover to non-target populations

2019 ◽  
Author(s):  
Gili Greenbaum ◽  
Marcus W. Feldman ◽  
Noah A. Rosenberg ◽  
Jaehee Kim
Keyword(s):  
Target Population ◽  
Unintended Effects ◽  
Gene Drive ◽  
Migration Rates ◽  
Target Populations ◽  
Disease Vector ◽  
Narrow Region ◽  
Natural Settings ◽  
Gene Drives ◽  
High Migration

AbstractThe prospect of utilizing CRISPR-based gene-drive technology for controlling populations, such as invasive and disease-vector species, has generated much excitement. However, the potential for spillovers of gene drive alleles from the target population to non-target populations — events that may be ecologically catastrophic — has raised concerns. Here, using two-population mathematical models, we investigate the possibility of limiting spillovers and impact on non-target populations by designing differential-targeting gene drives, in which the expected equilibrium gene drive allele frequencies are high in the target population but low in the non-target population. We find that achieving differential targeting is possible with certain configurations of gene drive parameters. Most of these configurations ensure differential targeting only under relatively low migration rates between target and non-target populations. Under high migration, differential targeting is possible only in a narrow region of the parameter space. When migration is increased, differential-targeting states can sharply transition to states of global fixation or global loss of the gene drive. Because fixation of the gene drive in the non-target population could severely disrupt ecosystems, we outline possible ways to avoid this outcome. Our results emphasize that, although gene drive technology is promising, understanding the potential consequences for populations other than the targets requires detailed analysis of gene-drive spillovers, and that ways to limit the unintended effects of gene drives to non-target populations should be explored prior to the application of gene drives in natural settings.

scholarly journals Locally Fixed Alleles: A method to localize gene drive to island populations

2019 ◽  
Author(s):  
Jaye Sudweeks ◽  
Brandon Hollingsworth ◽  
Dimitri V. Blondel ◽  
Karl J. Campbell ◽  
Sumit Dhole ◽  
...  
Keyword(s):  
Target Population ◽  
Small Island ◽  
Island Population ◽  
Threshold Condition ◽  
Gene Drive ◽  
Population Replacement ◽  
Multiple Alleles ◽  
Island Populations ◽  
Wide Range ◽  
Parameter Values

AbstractInvasive species pose a major threat to biodiversity on islands. While successes have been achieved using traditional removal methods, such as toxicants aimed at rodents, these approaches have limitations and various off-target effects on island ecosystems. Gene drive technologies designed to eliminate a population provide an alternative approach, but the potential for drive-bearing individuals to escape from the target release area and impact populations elsewhere is a major concern. Here we propose the “Locally Fixed Alleles” approach as a novel means for localizing elimination by a drive to an island population that exhibits significant genetic isolation from neighboring populations. Our approach is based on the assumption that in small island populations of rodents, genetic drift will lead to multiple genomic alleles becoming fixed. In contrast, multiple alleles are likely to be maintained in larger populations on mainlands. Utilizing the high degree of genetic specificity achievable using homing drives, for example based on the CRISPR/Cas9 system, our approach aims at employing one or more locally fixed alleles as the target for a gene drive on a particular island. Using mathematical modeling, we explore the feasibility of this approach and the degree of localization that can be achieved. We show that across a wide range of parameter values, escape of the drive to a neighboring population in which the target allele is not fixed will at most lead to modest transient suppression of the non-target population. While the main focus of this paper is on elimination of a rodent pest from an island, we also discuss the utility of the locally fixed allele approach for the goals of population suppression or population replacement. Our analysis also provides a threshold condition for the ability of a gene drive to invade a partially resistant population.

scholarly journals Gene Drives Across Engineered Fitness Valleys: Modeling a Design to Prevent Drive Spillover

2020 ◽  
Author(s):  
Frederik J.H. de Haas ◽  
Sarah P. Otto
Keyword(s):  
Local Population ◽  
Target Population ◽  
Drive System ◽  
High Threshold ◽  
Gene Drive ◽  
Time Model ◽  
Population Replacement ◽  
Low Threshold ◽  
Drive Systems ◽  
Gene Drives

1AbstractEngineered gene drive techniques for population replacement and/or suppression have potential for tackling complex challenges, including reducing the spread of diseases and invasive species. Unfortunately, the self-propelled behavior of drives can lead to the spread of transgenic elements beyond the target population, which is concerning. Gene drive systems with a low threshold frequency for invasion, such as homing-based gene drive systems, require initially few transgenic individuals to spread and are therefore easy to implement. However their ease of spread presents a double-edged sword; their low threshold makes these drives much more susceptible to spread outside of the target population (spillover). We model a proposed drive system that transitions in time from a low threshold drive system (homing-based gene drive) to a high threshold drive system (underdominance) using daisy chain technology. This combination leads to a spatially restricted drive strategy, while maintaining an attainable release threshold. We develop and analyze a discrete-time model as proof of concept and find that this technique effectively generates stable local population suppression, while preventing the spread of transgenic elements beyond the target population under biologically realistic parameters.

scholarly journals Designing gene drives to limit spillover to non-target populations

PLoS Genetics ◽  
2021 ◽  
Vol 17 (2) ◽  
pp. e1009278
Author(s):  
Gili Greenbaum ◽  
Marcus W. Feldman ◽  
Noah A. Rosenberg ◽  
Jaehee Kim
Keyword(s):  
Target Population ◽  
Field Trials ◽  
Gene Drive ◽  
Migration Rates ◽  
Target Populations ◽  
Narrow Region ◽  
Theoretical Predictions ◽  
Potential Applications ◽  
And Control ◽  
Gene Drives

The prospect of utilizing CRISPR-based gene-drive technology for controlling populations has generated much excitement. However, the potential for spillovers of gene-drive alleles from the target population to non-target populations has raised concerns. Here, using mathematical models, we investigate the possibility of limiting spillovers to non-target populations by designing differential-targeting gene drives, in which the expected equilibrium gene-drive allele frequencies are high in the target population but low in the non-target population. We find that achieving differential targeting is possible with certain configurations of gene-drive parameters, but, in most cases, only under relatively low migration rates between populations. Under high migration, differential targeting is possible only in a narrow region of the parameter space. Because fixation of the gene drive in the non-target population could severely disrupt ecosystems, we outline possible ways to avoid this outcome. We apply our model to two potential applications of gene drives—field trials for malaria-vector gene drives and control of invasive species on islands. We discuss theoretical predictions of key requirements for differential targeting and their practical implications.

scholarly journals MGDrivE: A modular simulation framework for the spread of gene drives through spatially-explicit mosquito populations

2018 ◽  
Author(s):  
Héctor M. Sánchez C. ◽  
Sean L. Wu ◽  
Jared B. Bennett ◽  
John M. Marshall
Keyword(s):  
Spatial Dynamics ◽  
Population Level ◽  
Spatially Explicit ◽  
Pest Species ◽  
Gene Drive ◽  
Simulation Framework ◽  
Population Replacement ◽  
Wide Range ◽  
Drive Systems ◽  
Genetic Simulation

AbstractMalaria, dengue, Zika, and other mosquito-borne diseases continue to pose a major global health burden through much of the world, despite the widespread distribution of insecticide-based tools and antimalarial drugs. The advent of CRISPR/Cas9-based gene editing and its demonstrated ability to streamline the development of gene drive systems has reignited interest in the application of this technology to the control of mosquitoes and the diseases they transmit. The versatility of this technology has also enabled a wide range of gene drive architectures to be realized, creating a need for their population-level and spatial dynamics to be explored. To this end, we present MGDrivE (Mosquito Gene Drive Explorer): a simulation framework designed to investigate the population dynamics of a variety of gene drive architectures and their spread through spatially-explicit mosquito populations. A key strength of the MGDrivE framework is its modularity: a) a genetic inheritance module accommodates the dynamics of gene drive systems displaying user-defined inheritance patterns, b) a population dynamic module accommodates the life history of a variety of mosquito disease vectors and insect agricultural pest species, and c) a landscape module accommodates the distribution of insect metapopulations connected by migration in space. Example MGDrivE simulations are presented to demonstrate the application of the framework to CRISPR/Cas9-based homing gene drive for: a) driving a disease-refractory gene into a population (i.e. population replacement), and b) disrupting a gene required for female fertility (i.e. population suppression), incorporating homing-resistant alleles in both cases. We compare MGDrivE with other genetic simulation packages, and conclude with a discussion of future directions in gene drive modeling.

scholarly journals Controlling invasive rodents via synthetic gene drive and the role of polyandry

2019 ◽  
Vol 286 (1909) ◽  
pp. 20190852 ◽  
Author(s):  
Andri Manser ◽  
Stephen J. Cornell ◽  
Andreas Sutter ◽  
Dimitri V. Blondel ◽  
Megan Serr ◽  
...  
Keyword(s):  
Target Population ◽  
Natural Setting ◽  
Pest Species ◽  
Gene Drive ◽  
Island Ecosystems ◽  
Control Programmes ◽  
Potential Pest ◽  
Invasive Rodents ◽  
Native Invasive

House mice are a major ecosystem pest, particularly threatening island ecosystems as a non-native invasive species. Rapid advances in synthetic biology offer new avenues to control pest species for biodiversity conservation. Recently, a synthetic sperm-killing gene drive construct called t-Sry has been proposed as a means to eradicate target mouse populations owing to a lack of females. A factor that has received little attention in the discussion surrounding such drive applications is polyandry. Previous research has demonstrated that sperm-killing drivers are extremely damaging to a male’s sperm competitive ability. Here, we examine the importance of this effect on the t-Sry system using a theoretical model. We find that polyandry substantially hampers the spread of t-Sry such that release efforts have to be increased three- to sixfold for successful eradication. We discuss the implications of our finding for potential pest control programmes, the risk of drive spread beyond the target population, and the emergence of drive resistance. Our work highlights that a solid understanding of the forces that determine drive dynamics in a natural setting is key for successful drive application, and that exploring the natural diversity of gene drives may inform effective gene drive design.

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