Modeling the promise and peril of gene drive

November 12, 2015

BETHESDA, MD - What if we could eradicate malaria by engineering a mosquito population that doesn't transmit the disease? What if we could control invasive species that outcompete natural populations? What if we could get rid of insecticide-resistant pests not by developing new chemical treatments, but instead by changing the population itself and driving it toward extinction?

Although scientists have long-imagined the potential of biological interventions to solve challenges like these, the ability of the CRISPR/Cas9 system to precisely edit genetic material, coupled with gene drive systems, offers a hope of success that's within reach. But this potential gain also carries potential risks.

Much of the increasing attention to gene drive, including recent news coverage, has raised questions about whether these constructs can have their desired effect without simultaneously causing ecological harm.

A new report from Unckless et al. recently published in the journal GENETICS builds on recent experimental work being carried out in the field by using mathematical models to estimate how quickly such gene replacement can spread through a population.

Modeling several scenarios using a Wright-Fisher model as their foundation, Unckless et al. demonstrate that adding modified genes through the mutagenic chain reaction (MCR) can have dramatic effects, with these genes fixing in populations after only a few generations, much more quickly that they would as a result of natural selection. Moreover, gene drive allows the potential of a particular allele to spread through a population, even if there is selection operating against it.

The efficiency of these methods allows effects of this biological control strategy to appear very quickly, which may prove extraordinarily effective. That very speed and efficiency, which on one hand would be beneficial, also brings some level of risk for unintended consequences that are difficult if not impossible to control.

"We need to consider the population dynamics of gene drive in designing these types of strategies," emphasizes study author Rob Unckless of Cornell University. "The outcome will vary considerably based on the strength of drive, fitness consequences, and dominance, and other factors. This means that we can't insert any old mutation into any site in the genome and expect that within tens of generations, the population will be fixed for that mutation." But this result may be possible in some instances.

"We need to try these techniques in very limited scales - first cages then enclosures - to assess how it spreads," said Unckless.

Unckless also suggests that modeling should be done with multiple constructs, including beneficial mutations, deleterious mutations, different conversion efficiencies, and rates of non-homologous end joining, among others. In their paper, Unckless and colleagues explain how the math meets the applied: this modeling of MCR population dynamics can both put bounds on the frequency trajectories expected from the release of an MCR, but it may also identify possible choke points for controlling and preventing the expansion of an escaped or mutated MCR allele in a natural population.

Although Unckless suggests there's more work to be done to assess the potential and peril of gene drives, early indications suggest the possibility of dramatic effect.
-end-
CITATION: Unckless, R.L., Messer, P.W., Connallon, T., & A.G. Clark. 2015. Modeling the Manipulation of Natural Populations by Mutagenic Chain Reaction.GENETICS, 201:425-431. doi:http://doi.org/10.1534/genetics.115.177592

FUNDING: This work was supported by National Institutes of Health (NIH) grant R01-GM064590 (to A.G. Clark), NIH grant F32-HD071703 (to R.L. Unckless), and an Australian Research Council discovery grant (to T. Connallon).

About the Genetics Society of America (GSA)

Founded in 1931, the Genetics Society of America (GSA) is the professional scientific society for genetics researchers and educators. The Society's more than 5,500 members worldwide work to deepen our understanding of the living world by advancing the field of genetics, from the molecular to the population level. GSA promotes research and fosters communication through a number of GSA-sponsored conferences including regular meetings that focus on particular model organisms. GSA publishes two peer-reviewed, peer-edited scholarly journals: GENETICS, which has published high quality original research across the breadth of the field since 1916, and G3: Genes|Genomes|Genetics, an open-access journal launched in 2011 to disseminate high quality foundational research in genetics and genomics. The Society also has a deep commitment to education and fostering the next generation of scholars in the field. For more information about GSA, please visit http://www.genetics-gsa.org.

Genetics Society of America

Related Mathematical Models Articles from Brightsurf:

A new mathematical front to understand species coexistence
In an effort to understand how different species coexist, researchers develop a mathematical model that establishes interactions in co-colonization as the key.

How genetic variation gives rise to differences in mathematical ability
DNA variation in a gene called ROBO1 is associated with early anatomical differences in a brain region that plays a key role in quantity representation, potentially explaining how genetic variability might shape mathematical performance in children, according to a study published October 22nd in the open-access journal PLOS Biology by Michael Skeide of the Max Planck Institute for Human Cognitive and Brain Sciences, and colleagues.

Mathematical modelling to prevent fistulas
It is better to invest in measures that make it easier for women to visit a doctor during pregnancy than measures to repair birth injuries.

New mathematical tool can select the best sensors for the job
In the 2019 Boeing 737 Max crash, the recovered black box from the aftermath hinted that a failed pressure sensor may have caused the ill-fated aircraft to nose dive.

The mathematical values of Linear A fraction signs
A recent study by a team based at the University of Bologna, published in the Journal of Archaeological Science, has shed new light on the Minoan system of fractions, one of the outstanding enigmas tied to the ancient writing of numbers.

The mathematical magic of bending grids
A mathematical discovery opens up new possibilities for architecture and design: For any desired curved surface a flat grid of straight bars can be calculated that can be folded out to the desired curved structure.

An ant-inspired approach to mathematical sampling
In a paper published by the Royal Society, a team of Bristol researchers observed the exploratory behaviour of ants to inform the development of a more efficient mathematical sampling technique.

New mathematical model can more effectively track epidemics
As COVID-19 spreads worldwide, leaders are relying on mathematical models to make public health and economic decisions.

Mathematical model could lead to better treatment for diabetes
MIT researchers have developed a mathematical model that can predict the behavior of glucose-responsive insulin in humans and in rodents.

New mathematical model for amyloid formation
Scientists report on a mathematical model for the formation of amyloid fibrils.

Read More: Mathematical Models News and Mathematical Models Current Events
Brightsurf.com is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to Amazon.com.