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Kientega M, Kranjc N, Traoré N, Kaboré H, Soma DD, Morianou I, Namountougou M, Belem AMG, Diabaté A. Analysis of the Genetic Variation of the Fruitless Gene within the Anopheles gambiae ( Diptera: Culicidae) Complex Populations in Africa. Insects 2022; 13:1048. [PMID: 36421951 PMCID: PMC9699577 DOI: 10.3390/insects13111048] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/06/2022] [Accepted: 10/24/2022] [Indexed: 06/16/2023]
Abstract
Targeting genes involved in sexual determinism, for vector or pest control purposes, requires a better understanding of their polymorphism in natural populations in order to ensure a rapid spread of the construct. By using genomic data from An. gambiae s.l., we analyzed the genetic variation and the conservation score of the fru gene in 18 natural populations across Africa. A total of 34,339 SNPs were identified, including 3.11% non-synonymous segregating sites. Overall, the nucleotide diversity was low, and the Tajima’s D neutrality test was negative, indicating an excess of low frequency SNPs in the fru gene. The allelic frequencies of the non-synonymous SNPs were low (freq < 0.26), except for two SNPs identified at high frequencies (freq > 0.8) in the zinc-finger A and B protein domains. The conservation score was variable throughout the fru gene, with maximum values in the exonic regions compared to the intronic regions. These results showed a low genetic variation overall in the exonic regions, especially the male sex-specific exon and the BTB-exon 1 of the fru gene. These findings will facilitate the development of an effective gene drive construct targeting the fru gene that can rapidly spread without encountering resistance in wild populations.
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Affiliation(s)
- Mahamadi Kientega
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Nace Kranjc
- Department of Life Sciences, Imperial College, London SW7 2AZ, UK
| | - Nouhoun Traoré
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Honorine Kaboré
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Dieudonné Diloma Soma
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Ioanna Morianou
- Department of Life Sciences, Imperial College, London SW7 2AZ, UK
| | - Moussa Namountougou
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Adrien Marie Gaston Belem
- Laboratoire de Santé Animale Tropicale, Institut du Développement Rural, Université Nazi Boni, Bobo-Dioulasso 01 BP 1091, Burkina Faso
| | - Abdoulaye Diabaté
- Institut de Recherche en Sciences de la Santé (IRSS), Bobo-Dioulasso 01 BP 545, Burkina Faso
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Vitale M, Leo C, Courty T, Kranjc N, Connolly JB, Morselli G, Bamikole C, Haghighat-Khah RE, Bernardini F, Fuchs S. Comprehensive characterization of a transgene insertion in a highly repetitive, centromeric region of Anopheles mosquitoes. Pathog Glob Health 2022; 117:273-283. [PMID: 35861105 PMCID: PMC10081084 DOI: 10.1080/20477724.2022.2100192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Abstract
The availability of the genomic sequence of the malaria mosquito Anopheles gambiae has in recent years sparked the development of transgenic technologies with the potential to be used as novel vector control tools. These technologies rely on genome editing that confer traits able to affect vectorial capacity. This can be achieved by either reducing the mosquito population or by making mosquitoes refractory to the parasite infection. For any genetically modified organism that is regarded for release, molecular characterization of the transgene and flanking sites are essential for their safety assessment and post-release monitoring. Despite great advancements, Whole-Genome Sequencing data are still subject to limitations due to the presence of repetitive and unannotated DNA sequences. Faced with this challenge, we describe a number of techniques that were used to identify the genomic location of a transgene in the male bias mosquito strain Ag(PMB)1 considered for potential field application. While the initial inverse PCR identified the most likely insertion site on Chromosome 3 R 36D, reassessment of the data showed a high repetitiveness in those sequences and multiple genomic locations as potential insertion sites of the transgene. Here we used a combination of DNA sequencing analysis and in-situ hybridization to clearly identify the integration of the transgene in a poorly annotated centromeric region of Chromosome 2 R 19D. This study emphasizes the need for accuracy in sequencing data for the genome of organisms of medical importance such as Anopheles mosquitoes and other tools available that can support genomic locations of transgenes.
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Affiliation(s)
- Matteo Vitale
- Department of Life Sciences, Imperial College London, London, UK
| | - Chiara Leo
- Polo d'Innovazione di Genomica, Genetica, e Biologia, Siena, Italy
| | - Thomas Courty
- Department of Infectious Diseases, King's College London, London, UK
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, London, UK
| | - John B Connolly
- Department of Life Sciences, Imperial College London, London, UK
| | - Giulia Morselli
- Department of Life Sciences, Imperial College London, London, UK
| | - Christopher Bamikole
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | | | | | - Silke Fuchs
- Department of Life Sciences, Imperial College London, London, UK
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Fuchs S, Garrood WT, Beber A, Hammond A, Galizi R, Gribble M, Morselli G, Hui TYJ, Willis K, Kranjc N, Burt A, Crisanti A, Nolan T. Resistance to a CRISPR-based gene drive at an evolutionarily conserved site is revealed by mimicking genotype fixation. PLoS Genet 2021; 17:e1009740. [PMID: 34610011 PMCID: PMC8519452 DOI: 10.1371/journal.pgen.1009740] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/15/2021] [Accepted: 09/24/2021] [Indexed: 01/06/2023] Open
Abstract
CRISPR-based homing gene drives can be designed to disrupt essential genes whilst biasing their own inheritance, leading to suppression of mosquito populations in the laboratory. This class of gene drives relies on CRISPR-Cas9 cleavage of a target sequence and copying ('homing') therein of the gene drive element from the homologous chromosome. However, target site mutations that are resistant to cleavage yet maintain the function of the essential gene are expected to be strongly selected for. Targeting functionally constrained regions where mutations are not easily tolerated should lower the probability of resistance. Evolutionary conservation at the sequence level is often a reliable indicator of functional constraint, though the actual level of underlying constraint between one conserved sequence and another can vary widely. Here we generated a novel adult lethal gene drive (ALGD) in the malaria vector Anopheles gambiae, targeting an ultra-conserved target site in a haplosufficient essential gene (AGAP029113) required during mosquito development, which fulfils many of the criteria for the target of a population suppression gene drive. We then designed a selection regime to experimentally assess the likelihood of generation and subsequent selection of gene drive resistant mutations at its target site. We simulated, in a caged population, a scenario where the gene drive was approaching fixation, where selection for resistance is expected to be strongest. Continuous sampling of the target locus revealed that a single, restorative, in-frame nucleotide substitution was selected. Our findings show that ultra-conservation alone need not be predictive of a site that is refractory to target site resistance. Our strategy to evaluate resistance in vivo could help to validate candidate gene drive targets for their resilience to resistance and help to improve predictions of the invasion dynamics of gene drives in field populations.
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Affiliation(s)
- Silke Fuchs
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - William T. Garrood
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Anna Beber
- Department of Biology, University of Padua, Padua, Italy
| | - Andrew Hammond
- Department of Life Sciences, Imperial College London, London, United Kingdom
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, United States of America
| | - Roberto Galizi
- Centre for Applied Entomology and Parasitology, School of Life Sciences, Keele University, Keele, Staffordshire, United Kingdom
| | - Matthew Gribble
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Giulia Morselli
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Tin-Yu J. Hui
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Katie Willis
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Austin Burt
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Andrea Crisanti
- Department of Life Sciences, Imperial College London, London, United Kingdom
- Department of Molecular Medicine, University of Padua, Padua, Italy
- * E-mail: (AC); (TN)
| | - Tony Nolan
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- * E-mail: (AC); (TN)
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Garrood WT, Kranjc N, Petri K, Kim DY, Guo JA, Hammond AM, Morianou I, Pattanayak V, Joung JK, Crisanti A, Simoni A. Analysis of off-target effects in CRISPR-based gene drives in the human malaria mosquito. Proc Natl Acad Sci U S A 2021; 118:e2004838117. [PMID: 34050017 PMCID: PMC8179207 DOI: 10.1073/pnas.2004838117] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Indexed: 12/26/2022] Open
Abstract
CRISPR-Cas9 nuclease-based gene drives have been developed toward the aim of control of the human malaria vector Anopheles gambiae Gene drives are based on an active source of Cas9 nuclease in the germline that promotes super-Mendelian inheritance of the transgene by homology-directed repair ("homing"). Understanding whether CRISPR-induced off-target mutations are generated in Anopheles mosquitoes is an important aspect of risk assessment before any potential field release of this technology. We compared the frequencies and the propensity of off-target events to occur in four different gene-drive strains, including a deliberately promiscuous set-up, using a nongermline restricted promoter for SpCas9 and a guide RNA with many closely related sites (two or more mismatches) across the mosquito genome. Under this scenario we observed off-target mutations at frequencies no greater than 1.42%. We witnessed no evidence that CRISPR-induced off-target mutations were able to accumulate (or drive) in a mosquito population, despite multiple generations' exposure to the CRISPR-Cas9 nuclease construct. Furthermore, judicious design of the guide RNA used for homing of the CRISPR construct, combined with tight temporal constriction of Cas9 expression to the germline, rendered off-target mutations undetectable. The findings of this study represent an important milestone for the understanding and managing of CRISPR-Cas9 specificity in mosquitoes, and demonstrates that CRISPR off-target editing in the context of a mosquito gene drive can be reduced to minimal levels.
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Affiliation(s)
- William T Garrood
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom
| | - Karl Petri
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129
| | - Daniel Y Kim
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129
| | - Jimmy A Guo
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129
| | - Andrew M Hammond
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom
- W. Harry Feinstone Department of Molecular Microbiology and Immunology, The Johns Hopkins University, Baltimore, MD 21205
| | - Ioanna Morianou
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom
| | - Vikram Pattanayak
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129
| | - J Keith Joung
- Molecular Pathology Unit, Center for Cancer Research, Massachusetts General Hospital, Charlestown, MA 02129
- Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129
| | - Andrea Crisanti
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom;
- Department of Molecular Medicine, University of Padova, 35121 Padova, Italy
| | - Alekos Simoni
- Department of Life Sciences, Imperial College London, SW7 2AZ London, United Kingdom;
- Polo d'Innovazione Genomica, Genetica, e Biologia, 05100 Terni, Italy
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Hammond A, Karlsson X, Morianou I, Kyrou K, Beaghton A, Gribble M, Kranjc N, Galizi R, Burt A, Crisanti A, Nolan T. Regulating the expression of gene drives is key to increasing their invasive potential and the mitigation of resistance. PLoS Genet 2021; 17:e1009321. [PMID: 33513149 PMCID: PMC7886172 DOI: 10.1371/journal.pgen.1009321] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 02/16/2021] [Accepted: 12/22/2020] [Indexed: 12/27/2022] Open
Abstract
Homing-based gene drives use a germline source of nuclease to copy themselves at specific target sites in a genome and bias their inheritance. Such gene drives can be designed to spread and deliberately suppress populations of malaria mosquitoes by impairing female fertility. However, strong unintended fitness costs of the drive and a propensity to generate resistant mutations can limit a gene drive’s potential to spread. Alternative germline regulatory sequences in the drive element confer improved fecundity of carrier individuals and reduced propensity for target site resistance. This is explained by reduced rates of end-joining repair of DNA breaks from parentally deposited nuclease in the embryo, which can produce heritable mutations that reduce gene drive penetrance. We tracked the generation and selection of resistant mutations over the course of a gene drive invasion of a population. Improved gene drives show faster invasion dynamics, increased suppressive effect and later onset of target site resistance. Our results show that regulation of nuclease expression is as important as the choice of target site when developing a robust homing-based gene drive for population suppression. Gene drives are selfish genetic elements that are able to drastically bias their own inheritance. They can rapidly invade populations, even starting from a very low frequency. Recent advances have allowed the engineering of gene drives deliberately designed to spread genetic traits of choice into populations of malaria-transmitting mosquito species–for example traits that impair a mosquito’s ability to reproduce or its ability to transmit parasites. The class of gene drive in question uses a very precise cutting and copying mechanism, termed ‘homing’, that allows it to increase its numbers in the cells that go on to form sperm or eggs, thereby increasing the chances that a copy of the gene drive is transmitted to offspring. However, while this type of gene drive can rapidly invade a mosquito population, mosquitoes can also eventually become resistant to the gene drive in some cases. Here we show that restricting the cutting activity of the gene drive to the germline tissue is crucial to maintaining its potency and we illustrate how failure to restrict this activity can lead to the generation of mutations that can make mosquitoes resistant to the gene drive.
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Affiliation(s)
- Andrew Hammond
- Department of Life Sciences, Imperial College London, London, United Kingdom
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Xenia Karlsson
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Ioanna Morianou
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Kyros Kyrou
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Andrea Beaghton
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Matthew Gribble
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Roberto Galizi
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Austin Burt
- Department of Life Sciences, Imperial College London, London, United Kingdom
| | - Andrea Crisanti
- Department of Life Sciences, Imperial College London, London, United Kingdom
- University of Padova, Padova, Italy
- * E-mail: (AC); (TN)
| | - Tony Nolan
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
- * E-mail: (AC); (TN)
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Kranjc N, Crisanti A, Nolan T, Bernardini F. Anopheles gambiae Genome Conservation as a Resource for Rational Gene Drive Target Site Selection. Insects 2021; 12:97. [PMID: 33498790 PMCID: PMC7911984 DOI: 10.3390/insects12020097] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/18/2021] [Accepted: 01/19/2021] [Indexed: 12/15/2022]
Abstract
The increase in molecular tools for the genetic engineering of insect pests and disease vectors, such as Anopheles mosquitoes that transmit malaria, has led to an unprecedented investigation of the genomic landscape of these organisms. The understanding of genome variability in wild mosquito populations is of primary importance for vector control strategies. This is particularly the case for gene drive systems, which look to introduce genetic traits into a population by targeting specific genomic regions. Gene drive targets with functional or structural constraints are highly desirable as they are less likely to tolerate mutations that prevent targeting by the gene drive and consequent failure of the technology. In this study we describe a bioinformatic pipeline that allows the analysis of whole genome data for the identification of highly conserved regions that can point at potential functional or structural constraints. The analysis was conducted across the genomes of 22 insect species separated by more than hundred million years of evolution and includes the observed genomic variation within field caught samples of Anopheles gambiae and Anopheles coluzzii, the two most dominant malaria vectors. This study offers insight into the level of conservation at a genome-wide scale as well as at per base-pair resolution. The results of this analysis are gathered in a data storage system that allows for flexible extraction and bioinformatic manipulation. Furthermore, it represents a valuable resource that could provide insight into population structure and dynamics of the species in the complex and benefit the development and implementation of genetic strategies to tackle malaria.
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Affiliation(s)
- Nace Kranjc
- Department of Life Sciences, Imperial College, London SW7 2AZ, UK; (N.K.); (A.C.)
| | - Andrea Crisanti
- Department of Life Sciences, Imperial College, London SW7 2AZ, UK; (N.K.); (A.C.)
| | - Tony Nolan
- Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Federica Bernardini
- Department of Life Sciences, Imperial College, London SW7 2AZ, UK; (N.K.); (A.C.)
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Haghighat-Khah RE, Sharma A, Wunderlich MR, Morselli G, Marston LA, Bamikole C, Hall A, Kranjc N, Taxiarchi C, Sharakhov I, Galizi R. Cellular mechanisms regulating synthetic sex ratio distortion in the Anopheles gambiae germline. Pathog Glob Health 2020; 114:370-378. [PMID: 33043870 PMCID: PMC7580827 DOI: 10.1080/20477724.2020.1803628] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Genetic control strategies aimed to bias the sex of progenies towards males present a promising new paradigm to eliminate malaria-transmitting mosquitoes. A synthetic sex-ratio distortion (SD) system was successfully engineered in Anopheles gambiae by exploiting the meiotic activity of the I-PpoI endonuclease targeting ribosomal DNA (rDNA) repeats, exclusively located on the X chromosome. Males carrying the SD construct produce highly male-biased progenies without evident reduction in fertility. In this study, we investigated the fate of X and Y chromosomes in these SD males and found that ratios of mature X:Y-bearing sperm were comparable to wild-type insects, indicating absence of selection mechanisms during sperm maturation. We therefore tested the effect of meiotic cleavage of both X and Y chromosomes in a lab-generated SD strain carrying rDNA on both sex chromosomes, showing fertility comparable to wild-type and a reduced male-bias compared to SD males in which only the X is targeted. Exposure of Y-linked rDNA to I-PpoI cleavage for consecutive generations rapidly restored the male-bias to typical high frequencies, indicating a correlation between the number of cleavable targets in each sex chromosome and the sex-ratios found in the progeny. Altogether our results indicate that meiotic cleavage of rDNA repeats, located in the sex chromosomes of A. gambiae SD males, affects the competitiveness of mature sperm to fertilize the female oocyte, thereby generating sex-biased progenies. We also show that the presence of rDNA copies on the Y chromosome does not impair the effectiveness of engineered synthetic SD systems for the control of human malaria mosquitoes.
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Affiliation(s)
| | - Atashi Sharma
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
| | | | - Giulia Morselli
- Department of Life Sciences, Imperial College London, London, UK
| | | | | | - Ann Hall
- Department of Life Sciences, Imperial College London, London, UK
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, London, UK
| | | | - Igor Sharakhov
- Department of Entomology, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA
- Department of Cytology and Genetics, Tomsk State University, Tomsk, Russian Federation
| | - Roberto Galizi
- Department of Life Sciences, Imperial College London, London, UK
- Centre for Applied Entomology and Parasitology, School of Life Sciences, Keele University, UK
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Šakanović A, Kranjc N, Omersa N, Podobnik M, Anderluh G. More than one way to bind to cholesterol: atypical variants of membrane-binding domain of perfringolysin O selected by ribosome display. RSC Adv 2020; 10:38678-38682. [PMID: 35517550 PMCID: PMC9057304 DOI: 10.1039/d0ra06976k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 10/12/2020] [Indexed: 11/25/2022] Open
Abstract
Herein, we report a high-throughput approach for the selection of peripheral protein domains that bind specifically to cholesterol in lipid membranes. We discovered variants of perfringolysin O, with non-conserved amino acid substitutions at regions crucial for cholesterol recognition, demonstrating an unprecedented amino acid sequence variability with binding ability for cholesterol. The developed approach provides an effective platform for a comprehensive study of protein lipid interactions. By using developed ribosomal display, we discovered variants of perfringolysin O, a pore forming toxin from bacteria Clostridium perfringens, with non-conserved amino acid substitutions at regions crucial for cholesterol recognition.![]()
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Affiliation(s)
- Aleksandra Šakanović
- Department of Molecular Biology and Nanobiotechnology
- National Institute of Chemistry
- Ljubljana
- Slovenia
- Biosciences Doctoral Program
| | - Nace Kranjc
- Department of Molecular Biology and Nanobiotechnology
- National Institute of Chemistry
- Ljubljana
- Slovenia
| | - Neža Omersa
- Department of Molecular Biology and Nanobiotechnology
- National Institute of Chemistry
- Ljubljana
- Slovenia
| | - Marjetka Podobnik
- Department of Molecular Biology and Nanobiotechnology
- National Institute of Chemistry
- Ljubljana
- Slovenia
| | - Gregor Anderluh
- Department of Molecular Biology and Nanobiotechnology
- National Institute of Chemistry
- Ljubljana
- Slovenia
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Kyrou K, Hammond AM, Galizi R, Kranjc N, Burt A, Beaghton AK, Nolan T, Crisanti A. A CRISPR-Cas9 gene drive targeting doublesex causes complete population suppression in caged Anopheles gambiae mosquitoes. Nat Biotechnol 2018; 36:1062-1066. [PMID: 30247490 PMCID: PMC6871539 DOI: 10.1038/nbt.4245] [Citation(s) in RCA: 441] [Impact Index Per Article: 73.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 08/03/2018] [Indexed: 01/13/2023]
Abstract
Complete population collapse of malaria vector Anopheles gambiae in cages is achieved using a gene drive that targets doublesex. In the human malaria vector Anopheles gambiae, the gene doublesex (Agdsx) encodes two alternatively spliced transcripts, dsx-female (AgdsxF) and dsx-male (AgdsxM), that control differentiation of the two sexes. The female transcript, unlike the male, contains an exon (exon 5) whose sequence is highly conserved in all Anopheles mosquitoes so far analyzed. We found that CRISPR–Cas9-targeted disruption of the intron 4–exon 5 boundary aimed at blocking the formation of functional AgdsxF did not affect male development or fertility, whereas females homozygous for the disrupted allele showed an intersex phenotype and complete sterility. A CRISPR–Cas9 gene drive construct targeting this same sequence spread rapidly in caged mosquitoes, reaching 100% prevalence within 7–11 generations while progressively reducing egg production to the point of total population collapse. Owing to functional constraint of the target sequence, no selection of alleles resistant to the gene drive occurred in these laboratory experiments. Cas9-resistant variants arose in each generation at the target site but did not block the spread of the drive.
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Affiliation(s)
- Kyros Kyrou
- Department of Life Sciences, Imperial College London, UK
| | | | - Roberto Galizi
- Department of Life Sciences, Imperial College London, UK
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, UK
| | - Austin Burt
- Department of Life Sciences, Imperial College London, UK
| | | | - Tony Nolan
- Department of Life Sciences, Imperial College London, UK
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Hammond AM, Kyrou K, Bruttini M, North A, Galizi R, Karlsson X, Kranjc N, Carpi FM, D’Aurizio R, Crisanti A, Nolan T. The creation and selection of mutations resistant to a gene drive over multiple generations in the malaria mosquito. PLoS Genet 2017; 13:e1007039. [PMID: 28976972 PMCID: PMC5648257 DOI: 10.1371/journal.pgen.1007039] [Citation(s) in RCA: 166] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 10/19/2017] [Accepted: 09/20/2017] [Indexed: 11/19/2022] Open
Abstract
Gene drives have enormous potential for the control of insect populations of medical and agricultural relevance. By preferentially biasing their own inheritance, gene drives can rapidly introduce genetic traits even if these confer a negative fitness effect on the population. We have recently developed gene drives based on CRISPR nuclease constructs that are designed to disrupt key genes essential for female fertility in the malaria mosquito. The construct copies itself and the associated genetic disruption from one homologous chromosome to another during gamete formation, a process called homing that ensures the majority of offspring inherit the drive. Such drives have the potential to cause long-lasting, sustainable population suppression, though they are also expected to impose a large selection pressure for resistance in the mosquito. One of these population suppression gene drives showed rapid invasion of a caged population over 4 generations, establishing proof of principle for this technology. In order to assess the potential for the emergence of resistance to the gene drive in this population we allowed it to run for 25 generations and monitored the frequency of the gene drive over time. Following the initial increase of the gene drive we observed a gradual decrease in its frequency that was accompanied by the spread of small, nuclease-induced mutations at the target gene that are resistant to further cleavage and restore its functionality. Such mutations showed rates of increase consistent with positive selection in the face of the gene drive. Our findings represent the first documented example of selection for resistance to a synthetic gene drive and lead to important design recommendations and considerations in order to mitigate for resistance in future gene drive applications.
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Affiliation(s)
- Andrew M. Hammond
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
| | - Kyros Kyrou
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
| | - Marco Bruttini
- Polo d’Innovazione Genomica, Genetica e Biologia, Siena, Italy
| | - Ace North
- Department of Zoology, University of Oxford, Oxford, England
| | - Roberto Galizi
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
| | - Xenia Karlsson
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
| | - Nace Kranjc
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
| | | | - Romina D’Aurizio
- Laboratory of Integrative Systems Medicine (LISM), Institute of Informatics and Telematics (IIT), CNR, Pisa, Italy
| | - Andrea Crisanti
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
- * E-mail: (AC); (TN)
| | - Tony Nolan
- Dept. of Life Sciences, Imperial College London, London, United Kingdom
- * E-mail: (AC); (TN)
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Bernardini F, Galizi R, Wunderlich M, Taxiarchi C, Kranjc N, Kyrou K, Hammond A, Nolan T, Lawniczak MNK, Papathanos PA, Crisanti A, Windbichler N. Cross-Species Y Chromosome Function Between Malaria Vectors of the Anopheles gambiae Species Complex. Genetics 2017; 207:729-740. [PMID: 28860320 PMCID: PMC5629335 DOI: 10.1534/genetics.117.300221] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 08/21/2017] [Indexed: 02/03/2023] Open
Abstract
Y chromosome function, structure and evolution is poorly understood in many species, including the Anopheles genus of mosquitoes-an emerging model system for studying speciation that also represents the major vectors of malaria. While the Anopheline Y had previously been implicated in male mating behavior, recent data from the Anopheles gambiae complex suggests that, apart from the putative primary sex-determiner, no other genes are conserved on the Y. Studying the functional basis of the evolutionary divergence of the Y chromosome in the gambiae complex is complicated by complete F1 male hybrid sterility. Here, we used an F1 × F0 crossing scheme to overcome a severe bottleneck of male hybrid incompatibilities that enabled us to experimentally purify a genetically labeled A. gambiae Y chromosome in an A. arabiensis background. Whole genome sequencing (WGS) confirmed that the A. gambiae Y retained its original sequence content in the A. arabiensis genomic background. In contrast to comparable experiments in Drosophila, we find that the presence of a heterospecific Y chromosome has no significant effect on the expression of A. arabiensis genes, and transcriptional differences can be explained almost exclusively as a direct consequence of transcripts arising from sequence elements present on the A. gambiae Y chromosome itself. We find that Y hybrids show no obvious fertility defects, and no substantial reduction in male competitiveness. Our results demonstrate that, despite their radically different structure, Y chromosomes of these two species of the gambiae complex that diverged an estimated 1.85 MYA function interchangeably, thus indicating that the Y chromosome does not harbor loci contributing to hybrid incompatibility. Therefore, Y chromosome gene flow between members of the gambiae complex is possible even at their current level of divergence. Importantly, this also suggests that malaria control interventions based on sex-distorting Y drive would be transferable, whether intentionally or contingent, between the major malaria vector species.
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Affiliation(s)
- Federica Bernardini
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Roberto Galizi
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Mariana Wunderlich
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Chrysanthi Taxiarchi
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Nace Kranjc
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Kyros Kyrou
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Andrew Hammond
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Tony Nolan
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Mara N K Lawniczak
- Malaria Programme, Wellcome Trust Sanger Institute, Hinxton, CB10 1SA Cambridge, United Kingdom
| | - Philippos Aris Papathanos
- Section of Genomics and Genetics, Department of Experimental Medicine, University of Perugia, 06132, Italy
| | - Andrea Crisanti
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
| | - Nikolai Windbichler
- Department of Life Sciences, Imperial College London, South Kensington Campus, SW7 2AZ, United Kingdom
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