Modeling emergence of Wolbachia toxin-antidote protein functions with an evolutionary algorithm DOI Creative Commons
John F. Beckmann,

Joe Gillespie,

Daniel R. Tauritz

и другие.

Frontiers in Microbiology, Год журнала: 2023, Номер 14

Опубликована: Июнь 9, 2023

Evolutionary algorithms (EAs) simulate Darwinian evolution and adeptly mimic natural evolution. Most EA applications in biology encode high levels of abstraction top-down population ecology models. In contrast, our research merges protein alignment from bioinformatics into codon based EAs that molecular string the bottom up. We apply to reconcile a problem field Wolbachia induced cytoplasmic incompatibility (CI). is microbial endosymbiont lives inside insect cells. CI conditional sterility operates as toxin antidote (TA) system. Although, exhibits complex phenotypes not fully explained under single discrete model. instantiate in-silico genes control CI, factors (cifs), strings within chromosome. monitor their enzymatic activity, binding, cellular localization by applying selective pressure on primary amino acid strings. Our model helps rationalize why two distinct mechanisms induction might coexist nature. find nuclear signals (NLS) Type IV secretion system (T4SS) are low complexity evolve fast, whereas binding interactions have intermediate complexity, activity most complex. predicts ancestral TA systems eukaryotic systems, placement NLS or T4SS can stochastically vary, imparting effects impact mechanics. highlights how preconditions sequence length bias cifs toward one mechanism another.

Язык: Английский

Transgenic expression of cif genes from Wolbachia strain wAlbB recapitulates cytoplasmic incompatibility in Aedes aegypti DOI Creative Commons
Cameron J. McNamara,

Thomas H. Ant,

Tim Harvey‐Samuel

и другие.

Nature Communications, Год журнала: 2024, Номер 15(1)

Опубликована: Янв. 29, 2024

Abstract The endosymbiotic bacteria Wolbachia can invade insect populations by modifying host reproduction through cytoplasmic incompatibility (CI), an effect that results in embryonic lethality when -carrying males mate with -free females. Here we describe a transgenic system for recreating CI the major arbovirus vector Aedes aegypti using factor ( cif ) genes from w AlbB, strain currently being deployed to reduce dengue transmission. CI-like sterility is induced cifA and cifB are co-expressed testes; this rescued maternal expression, thereby reproducing pattern of -induced CI. Expression alone associated extensive DNA damage disrupted spermatogenesis. strength rescue expression dependent on comparative levels cifA/cifB males. These findings consistent CifB acting as toxin CifA antitoxin, attenuating toxicity both male germline developing embryos. provide important insights into interactions between their mechanism activity foundation building gene-based drive Ae. .

Язык: Английский

Процитировано

9

Cleave and Rescue gamete killers create conditions for gene drive in plants DOI
Georg Oberhofer, Michelle L. Johnson, Tobin Ivy

и другие.

Nature Plants, Год журнала: 2024, Номер 10(6), С. 936 - 953

Опубликована: Июнь 17, 2024

Язык: Английский

Процитировано

7

Assessment of distant-site rescue elements for CRISPR toxin-antidote gene drives DOI Creative Commons

Jingheng Chen,

Xuejiao Xu, Jackson Champer

и другие.

Frontiers in Bioengineering and Biotechnology, Год журнала: 2023, Номер 11

Опубликована: Фев. 13, 2023

Gene drive is a genetic engineering technology that can enable super-mendelian inheritance of specific alleles, allowing them to spread through population. New gene types have increased flexibility, offering options for confined modification or suppression target populations. Among the most promising are CRISPR toxin-antidote drives, which disrupt essential wild-type genes by targeting with Cas9/gRNA. This results in their removal, increasing frequency drive. All these drives rely on having an effective rescue element, consists recoded version gene. element be at same site as gene, maximizing chance efficient rescue, distant site, allows useful such easily disrupting another confinement. Previously, we developed homing haplolethal and haplosufficient These successful had functional elements but suboptimal efficiency. Here, attempted construct distant-site configuration from three loci Drosophila melanogaster . We found additional gRNAs cut rates nearly 100%. However, all failed both genes. Furthermore, one minimally sequence was used template homology-directed repair different chromosomal arm, resulting formation resistance alleles. Together, inform design future CRISPR-based drives.

Язык: Английский

Процитировано

11

wMel replacement of dengue-competent mosquitoes is robust to near-term climate change DOI Creative Commons
Váleri Vásquez, Lara M. Kueppers, Gordana Rašić

и другие.

Nature Climate Change, Год журнала: 2023, Номер 13(8), С. 848 - 855

Опубликована: Авг. 1, 2023

Abstract Rising temperatures are impacting the range and prevalence of mosquito-borne diseases. A promising biocontrol technology replaces wild mosquitoes with those carrying virus-blocking Wolbachia bacterium. Because most widely used strain, w Mel, is adversely affected by heat stress, we examined how global warming may influence Mel-based replacement. We simulated interventions in two locations successful field trials using Coupled Model Intercomparison Project Phase 5 climate projections historical temperature records, integrating empirical data on Mel’s thermal sensitivity into a model Aedes aegypti population dynamics to evaluate introgression persistence over one year. show that Cairns, Australia, climatic futures necessitate operational adaptations for heatwaves exceeding weeks. In Nha Trang, Vietnam, projected three weeks longer eliminate Mel under stringent assumptions symbiont’s limits. conclude this generally robust near-term (2030s) change. Accelerated challenge 2050s beyond.

Язык: Английский

Процитировано

11

Performance characteristics allow for confinement of a CRISPR toxin–antidote gene drive for population suppression in a reaction–diffusion model DOI
Shijie Zhang, Jackson Champer

Proceedings of the Royal Society B Biological Sciences, Год журнала: 2024, Номер 291(2025)

Опубликована: Июнь 1, 2024

Gene drive alleles that can bias their own inheritance could engineer populations for control of disease vectors, invasive species and agricultural pests. There are successful examples suppression drives confined modification drives, but developing has proven more difficult. However, CRISPR-based toxin–antidote dominant embryo (TADE) may fill this niche. It works by targeting disrupting a haplolethal target gene in the germline with its gRNAs while rescuing target. also disrupts female fertility driving insertion or additional gRNAs. Here, we used reaction–diffusion model to assess performance continuous space, where outcomes be substantially different from those panmictic populations. We measured wave speed found moderate fitness costs disruption early maternally deposited nuclease eliminate drive’s ability form advance. assessed required release size, finally investigated migration corridor scenarios. is often possible suppress one population then persist without invading second population, potentially desirable outcome. Thus, even imperfect variants TADE excellent candidates suppression.

Язык: Английский

Процитировано

3

Making waves: Comparative analysis of gene drive spread characteristics in a continuous space model DOI

Mingzuyu Pan,

Jackson Champer

Molecular Ecology, Год журнала: 2023, Номер 32(20), С. 5673 - 5694

Опубликована: Сен. 11, 2023

With their ability to rapidly increase in frequency, gene drives can be used modify or suppress target populations after an initial release of drive individuals. Recent advances have revealed many possibilities for different types drives, and several these been realized experiments. These advantages disadvantages related ease construction, confinement capacity modification suppression. Though characteristics explored modelling studies, assessment continuous space environments has limited, often focusing on outcomes rather than fundamental properties. Here, we conduct a comparative analysis that the form wave advance using individual-based simulations space. We evaluate speed as function performance ecological parameters, which reveals substantial differences between panmictic versus spatial environments. In particular, find suppression waves are uniquely vulnerable fitness costs undesired CRISPR cleavage activity embryos by maternal deposition. Some however, retain robust even with widely varying efficiency parameters. To gain better understanding waves, compare rate wild-type allele removal is correlated speed, though this also affected other factors. Overall, our results provide useful resource spatially environments, may most representative potential deployment relevant scenarios.

Язык: Английский

Процитировано

5

Cleave and Rescue gamete killers create conditions for gene drive in plants DOI Creative Commons
Georg Oberhofer, Michelle L. Johnson, Tobin Ivy

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2023, Номер unknown

Опубликована: Окт. 14, 2023

Abstract Gene drive elements promote the spread of linked traits, even when their presence confers a fitness cost to carriers, and can be used change composition or fate wild populations. Cleave Rescue ( ClvR ) sit at fixed chromosomal position include DNA sequence-modifying enzyme such as Cas9/gRNAs (the Cleaver/Toxin) that disrupts endogenous versions an essential gene, recoded version gene resistant cleavage Rescue/Antidote). spreads by creating conditions in which those lacking die because they lack functional gene. We demonstrate features plant Arabidopsis thaliana through killing gametes fail inherit targets YKT61, whose expression is required male female for survival. Resistant (uncleavable but functional) alleles, slow prevent drive, were not observed. Modeling shows s are likely robust certain failure modes rapidly population modification suppression. Possible applications breeding, weed control, conservation discussed.

Язык: Английский

Процитировано

4

Modelling daisy quorum drive: A short-term bridge across engineered fitness valleys DOI Creative Commons

Frederik J. H. de Haas,

Léna Kläy, Florence Débarre

и другие.

PLoS Genetics, Год журнала: 2024, Номер 20(5), С. e1011262 - e1011262

Опубликована: Май 16, 2024

Engineered gene-drive techniques for population modification and/or suppression have the potential tackling complex challenges, including reducing spread of diseases and invasive species. Gene-drive systems with low threshold frequencies invasion, such as homing-based gene drive, require initially few transgenic individuals to are therefore easy introduce. The self-propelled behavior drives presents a double-edged sword, however, can allow elements expand beyond target population. By contrast, where high frequency must be reached before alleles spread—above fitness valley—are less susceptible spillover but introduction at frequency. We model proposed drive system, called “daisy quorum drive,” that transitions over time from low-threshold daisy-chain system (involving CRISPR-Cas9) high-threshold fitness-valley (requiring frequency—a “quorum”—to spread). construct temporarily lowers thresholds required construct, facilitating use in wide variety species challenging breed release large numbers. Because daisy chain only subsequent not themselves also carry deleterious (“drive load”), is expected exhaust itself, removing all CRISPR leaving whose more spatially restricted. Developing analyzing both discrete patch continuous space models, we explore how various attributes affect chance modifying local characteristics risk area. briefly when goal. find provide promising bridge between constructs, allowing short term better containment long term, without requiring repeated introductions or persistence elements.

Язык: Английский

Процитировано

1

Modeling emergence of Wolbachia toxin-antidote protein functions with an evolutionary algorithm DOI Creative Commons
John F. Beckmann,

Joe Gillespie,

Daniel R. Tauritz

и другие.

Frontiers in Microbiology, Год журнала: 2023, Номер 14

Опубликована: Июнь 9, 2023

Evolutionary algorithms (EAs) simulate Darwinian evolution and adeptly mimic natural evolution. Most EA applications in biology encode high levels of abstraction top-down population ecology models. In contrast, our research merges protein alignment from bioinformatics into codon based EAs that molecular string the bottom up. We apply to reconcile a problem field Wolbachia induced cytoplasmic incompatibility (CI). is microbial endosymbiont lives inside insect cells. CI conditional sterility operates as toxin antidote (TA) system. Although, exhibits complex phenotypes not fully explained under single discrete model. instantiate in-silico genes control CI, factors (cifs), strings within chromosome. monitor their enzymatic activity, binding, cellular localization by applying selective pressure on primary amino acid strings. Our model helps rationalize why two distinct mechanisms induction might coexist nature. find nuclear signals (NLS) Type IV secretion system (T4SS) are low complexity evolve fast, whereas binding interactions have intermediate complexity, activity most complex. predicts ancestral TA systems eukaryotic systems, placement NLS or T4SS can stochastically vary, imparting effects impact mechanics. highlights how preconditions sequence length bias cifs toward one mechanism another.

Язык: Английский

Процитировано

1