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Andrea Crisanti
Imperial College London
Gene drive technology for malaria vector control
in Anopheles gambiae
Gene drive can be engineered to:
Population replacement Population suppression/elimination
Replace a pathogen-susceptible mosquitoes
population with pathogen-resistant insects
Induce population suppression or elimination
of wild type mosquitoes
Population suppression or elimination of wild type mosquitoes
Skewing
Sex Ratio
Disrupting
Female Fertility
♀
A
A
X
♂ ♂ ♀
Homing
~100% inheritance
of the transgene
♂ ♂
♂
Y
X
♀
X
X
X
Sex Ratio Distortion
>50% ♂ : <50% ♀
Recessive
female-sterility
phenotype
Endonuclease
♂
A
A
♀
♀♀
Putative Female Fertility Genes
Gene Ortholog in Drosophila Putative function
AGAP007280 nudel Embryonic patterning
AGAP005958 yellow-g Egg chorion formation
AGAP011377 None identified Chorion maturation
CRISPRh gene drives confer strong unintended fertility effects
in females
AGAP011377
AGAP005958
AGAP007280
Females heterozygous for the
gene KO are fertile, but when
they have the CRISPRh homing
construct, they are sterile or
semi-sterile.
Males are fertile with the KO
and with the CRISPRh construct
Heterozygous ♀ Heterozygous ♂
larvae
♀ ♂
Vasa-driven Cas9may have leaky expression
Germline
Soma
Gene required here
Homing happens here
vasa
vasa?
CRISPR-based gene drive spreads in a cage population
Cage 1
Cage 2
predicted
This is the first time a synthetic gene drive
has been shown to target a natural gene
and spread into a population
Popn size=600
Development of resistance to gene drive
• Target site variants could be resistant to endonuclease cleavage and thus not
susceptible to drive
• Such variant alleles confer strong fitness advantage and will spread rapidly at the
expense of the drive allele if they still encode a functional gene
• Variant alleles might be pre-existing in the population OR might be induced by the
mutational activity of the endonuclease
0%
25%
50%
75%
100%
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
FrequencyofCRISPRhallele(%)
Generation
Change in CRISPRh allele frequency over time
low frequency mutant alleles
in-frame and frame shift
pooled sequencing
high frequency mutant alleles
majority in-frame
pooled sequencing
Encode functional allele
Resistant to further cleavage
Phenotypic analysis
individual sequencing
Select mutant alleles
all in-frame
• Monitoring of Resistance to HEGs
Gene Drive Challenges
DNA off-targets Cell/Tissue specificity
Genetic resistance Safety and Logistic
• Alternative germline-restricted promoters to
improve performance of homing constructs
No. larvae% RFP+
Homing rates from nanos and zpg
promoters are very high
Improved fertility in heterozygous
females
mean mean
Anopheles gambiae 1000 genomes project
- Existing Variation at Target Site in Natural Populations
http://www.sanger.ac.uk/science/tools/ag1000g
AGAP004734 -PAX-interacting protein 1
Ultraconserved regions (>18bp, 100% identity between 21 An. gambiae species)
Alternating exons
Alternating exons
Current HEG site  which mutated in population cage experiments
Proposed CRISPR target site
The N-terminal part of Exon 5 is not only conserved on protein level it has a long
ultra-conserved DNA stretch with no known variants (in red; source: 1000 Genomes
project)
Ultra-conserved DNA stretch within Exon 5
Exon5
Gene disruption by homology-directed repair (HDR) at a conserved site within Exon5
causes recessive lethality
modified from Hammond et al., 2016
mutation is recessive lethal (all hdrGFP/hdrGFP individuals die
during larval devlopment)
Homozygous individuals hatch, but die before adulthood
If HR is 93% we would expect survival of
13% heterozygous (CRISPRh/+) and 0.49% RFP- Larvae (+/+)
~93%
12.5%
0
200
400
600
Ad u lts
R F P + L a r v a e
R F P - L a r v a e
E g g s
c o u n t
0.24%
CRISPRh/+ x CRISPRh/+
Dynamics of a CRISPRh x CRSPRh population over several generations
The number of adults does not change significantly over
generations
0
200
400
600
800
Ad u lt s ta r tin g p o p u la tio n G 1
E g g s G 2
L a r v a e G 2
R F P + L a r v a e G 2
Ad u lt G 2
E g g s G 3
L a r v a e G 3
R F P + L a r v a e G 3
Ad u lt G 3
E g g s G 4
R F P + L a r v a e G 4
L a r v a e G 4
Ad u lt G 4
c o u n t
(G1, G2, G3, G4)
1
10
100
1,000
10,000
100,000
1,000,000
10,000,000
generation 1 genertaion 2 generation 3 genration 4
WT population
reproductive females eggs larvae adult
The genetic drive at the selected lethal locus has ablated the biotic potential: the
ability of mosquitoes to occupy their ecological niche
Predicted
Experimental determination
x
Stages of Testing…
Mosquito Confined Release Facility
1 small and 1 LARGE
climatic chamber
 Stringent biosafety measures for the contained housing of gene drive technologies
- Physical, Environmental and Biological Containment (level BSL2/ACL2+)
 Mimic natural environments (temperature, humidity and light cycle) to promote
natural behaviours (assortative mating and male swarming) and evaluate fitness
and competitiveness of GM strains
 Rear large number of mosquitoes (consecutive defined or overlapping generations)
 Accurate validation of modelling predictions of gene drive dynamics
 High statistical power to detect rare events
Small vs Large cage survival
Andrea Crisanti
Tony Nolan
Galizi Roberto
Silke Fuchs
Federica Bernardini
Andrew Hammond
Roya Haghighat-Khah
Alekos Simoni
Kyros Kirou
Chrysanthi Taxiarchi
Antonios Kriezis
Nace Kranjc
Matthew Gribble
Christopher Bamikole
Dario Meacci
Giulia Morselli
Ann Hall
Mariana Reis Wunderlich
Louise Marston
Lucy Collins
Clelia Supparo
Philippos Papathanos
Nikolay Windbichler
Greta Immobile Molaro
Ruth Muller
Paola Pollegioni
Laura Chiti
Roxana Minuz
Marco Bruttini

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CRISPR gene drive technology for malaria control in Anopheles gambiae

  • 1. Andrea Crisanti Imperial College London Gene drive technology for malaria vector control in Anopheles gambiae
  • 2. Gene drive can be engineered to: Population replacement Population suppression/elimination Replace a pathogen-susceptible mosquitoes population with pathogen-resistant insects Induce population suppression or elimination of wild type mosquitoes
  • 3. Population suppression or elimination of wild type mosquitoes Skewing Sex Ratio Disrupting Female Fertility ♀ A A X ♂ ♂ ♀ Homing ~100% inheritance of the transgene ♂ ♂ ♂ Y X ♀ X X X Sex Ratio Distortion >50% ♂ : <50% ♀ Recessive female-sterility phenotype Endonuclease ♂ A A ♀ ♀♀
  • 4. Putative Female Fertility Genes Gene Ortholog in Drosophila Putative function AGAP007280 nudel Embryonic patterning AGAP005958 yellow-g Egg chorion formation AGAP011377 None identified Chorion maturation
  • 5. CRISPRh gene drives confer strong unintended fertility effects in females AGAP011377 AGAP005958 AGAP007280 Females heterozygous for the gene KO are fertile, but when they have the CRISPRh homing construct, they are sterile or semi-sterile. Males are fertile with the KO and with the CRISPRh construct Heterozygous ♀ Heterozygous ♂ larvae ♀ ♂
  • 6. Vasa-driven Cas9may have leaky expression Germline Soma Gene required here Homing happens here vasa vasa?
  • 7. CRISPR-based gene drive spreads in a cage population Cage 1 Cage 2 predicted This is the first time a synthetic gene drive has been shown to target a natural gene and spread into a population Popn size=600
  • 8. Development of resistance to gene drive • Target site variants could be resistant to endonuclease cleavage and thus not susceptible to drive • Such variant alleles confer strong fitness advantage and will spread rapidly at the expense of the drive allele if they still encode a functional gene • Variant alleles might be pre-existing in the population OR might be induced by the mutational activity of the endonuclease
  • 9. 0% 25% 50% 75% 100% 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 FrequencyofCRISPRhallele(%) Generation Change in CRISPRh allele frequency over time low frequency mutant alleles in-frame and frame shift pooled sequencing high frequency mutant alleles majority in-frame pooled sequencing Encode functional allele Resistant to further cleavage Phenotypic analysis individual sequencing Select mutant alleles all in-frame • Monitoring of Resistance to HEGs
  • 10. Gene Drive Challenges DNA off-targets Cell/Tissue specificity Genetic resistance Safety and Logistic
  • 11. • Alternative germline-restricted promoters to improve performance of homing constructs No. larvae% RFP+ Homing rates from nanos and zpg promoters are very high Improved fertility in heterozygous females mean mean
  • 12. Anopheles gambiae 1000 genomes project - Existing Variation at Target Site in Natural Populations http://www.sanger.ac.uk/science/tools/ag1000g
  • 13. AGAP004734 -PAX-interacting protein 1 Ultraconserved regions (>18bp, 100% identity between 21 An. gambiae species) Alternating exons Alternating exons Current HEG site  which mutated in population cage experiments Proposed CRISPR target site
  • 14. The N-terminal part of Exon 5 is not only conserved on protein level it has a long ultra-conserved DNA stretch with no known variants (in red; source: 1000 Genomes project) Ultra-conserved DNA stretch within Exon 5 Exon5
  • 15. Gene disruption by homology-directed repair (HDR) at a conserved site within Exon5 causes recessive lethality modified from Hammond et al., 2016 mutation is recessive lethal (all hdrGFP/hdrGFP individuals die during larval devlopment)
  • 16. Homozygous individuals hatch, but die before adulthood If HR is 93% we would expect survival of 13% heterozygous (CRISPRh/+) and 0.49% RFP- Larvae (+/+) ~93% 12.5% 0 200 400 600 Ad u lts R F P + L a r v a e R F P - L a r v a e E g g s c o u n t 0.24% CRISPRh/+ x CRISPRh/+
  • 17. Dynamics of a CRISPRh x CRSPRh population over several generations The number of adults does not change significantly over generations 0 200 400 600 800 Ad u lt s ta r tin g p o p u la tio n G 1 E g g s G 2 L a r v a e G 2 R F P + L a r v a e G 2 Ad u lt G 2 E g g s G 3 L a r v a e G 3 R F P + L a r v a e G 3 Ad u lt G 3 E g g s G 4 R F P + L a r v a e G 4 L a r v a e G 4 Ad u lt G 4 c o u n t (G1, G2, G3, G4) 1 10 100 1,000 10,000 100,000 1,000,000 10,000,000 generation 1 genertaion 2 generation 3 genration 4 WT population reproductive females eggs larvae adult
  • 18. The genetic drive at the selected lethal locus has ablated the biotic potential: the ability of mosquitoes to occupy their ecological niche Predicted Experimental determination
  • 20. Mosquito Confined Release Facility 1 small and 1 LARGE climatic chamber  Stringent biosafety measures for the contained housing of gene drive technologies - Physical, Environmental and Biological Containment (level BSL2/ACL2+)  Mimic natural environments (temperature, humidity and light cycle) to promote natural behaviours (assortative mating and male swarming) and evaluate fitness and competitiveness of GM strains  Rear large number of mosquitoes (consecutive defined or overlapping generations)  Accurate validation of modelling predictions of gene drive dynamics  High statistical power to detect rare events Small vs Large cage survival
  • 21. Andrea Crisanti Tony Nolan Galizi Roberto Silke Fuchs Federica Bernardini Andrew Hammond Roya Haghighat-Khah Alekos Simoni Kyros Kirou Chrysanthi Taxiarchi Antonios Kriezis Nace Kranjc Matthew Gribble Christopher Bamikole Dario Meacci Giulia Morselli Ann Hall Mariana Reis Wunderlich Louise Marston Lucy Collins Clelia Supparo Philippos Papathanos Nikolay Windbichler Greta Immobile Molaro Ruth Muller Paola Pollegioni Laura Chiti Roxana Minuz Marco Bruttini

Editor's Notes

  1. Although we saw very high homing, it is important that the HEG does not cause too many unintended fitness effects in the mosquitoes which carry it. We set up phenotype assays just as we did earlier for the docking lines. We saw that males were unaffected by the HEG, despite high rates of homing However heterozygous females, which should have shown full fertility, have much reduced fertility – ranging from semi-sterile to complete sterility.
  2. This represents an 83% homing rate which is well above what we believe is necessary to crash mosquito populations
  3. 1. Develop robust strategies for spatio-temporal and/or cell-type specific control of CRISPR-Cas nuclease activities. We will pursue novel strategies to achieve exquisite control over these nucleases that will include: drug-inducible control of nuclease expression, riboregulator-mediated control, and engineered CRISPR-Cas nucleases that depend on the epigenetic status of the target site. 2. Create innovative methods for genome-wide detection of CRISPR-Cas nuclease off-target effects in mosquitoes and human cells that have substantially improved sensitivities relative to existing approaches. We will exploit cutting-edge, high-density oligonucleotide synthesis on chips and advanced bar-coding strategies to develop off-target screening methods with substantial orders of magnitude higher sensitivity than existing methods and that will make this process routine and scalable. 3. Use high-throughput sequencing and novel informatics strategies to surveil for CRISPR-Cas nuclease-induced mutations, even without knowing the intended target site. These experiments will enable surveillance for genome editing activity in cells even when the intended target is not known in advance, an important capability for real-life monitoring of genome-editing nuclease use. 4. Engineer a panel of highly effective reagents to counteract the activities of CRISPR-Cas nucleases. We will construct a series of agents that act at multiple points within the CRISPR-Cas mechanism and that collectively should provide robust genetic counter-measures against these nucleases. 5. Create a generalizable gene drive-activated antidote to gene drives in mosquitoes. We have developed a unique approach that will counter a gene drive and that is activated by components of that gene drive itself. This general solution should protect widely against CRISPR-Cas9 nuclease-based gene drives.
  4. Adults number tested by PCR: 60, Larvae number tested at L1 stage by PCR: 80