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A yeast deletion library with 5000 unique knockout strains of the non-essential genes was screened to identify strains with altered fitness to five defensins. Barcodes incorporated into the deletion cassette were used to identify each knocked out gene. High throughput screening of the treated library was used to determine the relative fitness of each strain after defensin treatment by counting barcodes with Illumina next generation sequencing compared to an untreated control. These fitness profiles provided insight into how defensins act on their targets. Barcode sequencing of the yeast deletion collection to define the antifungal mechanisms of plant defensins Kathy Parisi 1,2 , Mark Bleackley 1,2 , Marilyn Anderson 1,2 , Nicole van der Weerden 1,2 1. La Trobe University, 2. Hexima Ltd Introduction Plants produce several different antimicrobial peptides (AMP) for protection against fungal pathogens. These proteins inhibit a broad range of fungal pathogens and can be used to treat fungal infections in humans and plants. Defensins are small (45-54 amino acids) proteins with a rigid structure held together by four disulphide bonds (Fig 1). Several hundred defensins have been identified, many with extremely varied sequences. Little is known about the exact modes of action for most defensins with partial mechanisms of action only described for a handful. We hypothesise that sequence variability between defensins correlates with different mechanisms of action and that characterising these mechanisms and the different targets in fungal cells will enable the design of combinatorial antifungal therapies. Defensins with very different sequences have similar levels of antifungal activity Five defensins with very different sequences, but similar antifungal activity against three different pathogens (Table 1) were selected for use in a yeast screening experiment against S. cerevisiae to determine whether they have dif- ferent mechanisms of action. Table 1: Antifungal activity (IC50 in μM) of plant defensins tested against a crop pathogen, two human pathogens and wild type Saccahromyces cerevisiae Table 2. Sequence identity matrix shows percentage sequence identity between each defensin sequence Defensins Inoculate pooled library with defensins Variable growth of deletion strains depends on fitness in the presence of the different defensins compared to an untreated control Amplify molecular ‘bar code’ region (unique to deleted gene) Extract DNA from treated yeast cultures Identify genes and pathways involved in antifungal activity Characterisation of the mechanisms involved in antifungal activity Count using next gen sequencing Pooled yeast deletion library Figure 2. Screening process of a yeast deletion library to identify fungal targets for plant defensins [email protected] Screening a barcoded yeast library HXP124 NaD1 HXP4 HXL15 StDef1 Figure 3. Cluster analysis of genes obtained after treatment with each defensin. Green represents strains sensitive to the defensins and red represents strains that are more resistant. Defensins with different mechanisms of action can be identified by differences in the fitness profiles of the treated pools The growth phenotype of all of the strains in the deletion collection were analysed using a clustering program to compare fitness profiles obtained after each defensin treatment. Several deletion strains were uniquely sensitive or resistant to a particular defensin. The identity of these strains provides insight into the mechanism of action for each defensin. Some strains were sensitive or resistant to all four defensins. These are likely to represent general stress response genes. The results from the clustering analysis revealed that plant defensins NaD1 and HXP4 have the most similar mechanisms of action. HXP124 has a similar profile to NaD1 and HXP4 suggesting similarities in their mechanisms of action. HXL15 and StDef1 had different profiles suggesting different mechanisms to each other and to NaD1, HXP4 and HXP124. Five different mechanisms of action were revealed in this clustering analysis, three of which are similar. The potential targets for the 5 defensins are illustrated in Figure 4. Figure 4. Venn diagram comparing the most resistant strains to all five defensins with a log 2 ratio greater than 1.0. Enrichment of GO terms are listed for strains resistant to each defensin. Cell wall Aerobic respiration Mitochondrial matrix Mitochondrial protein complex Ribosomes TORC1 signalling Vacuolar membrane Mitochondrial translation TORC1 signalling Cell wall genes Mitochondrial matrix Conclusion * Barcode sequencing of treated libraries can be used to identify genes and processes in fungi that are targeted by defensins * Defensins with different sequences have different mechanisms of action The relative abundance of strains from each defensin treatment was determined to identify strains that were resistant and strains that were sensitive to that defensin. The counts gave an indication of the genes involved in the antifungal activity of each defensin. There were 330 strains resistant to NaD1. Of these, 98 strains were resistant to NaD1 and not the other defensins. This set was enriched for strains with dele- tions of genes involved in the mitochondrial matrix and mitochondrial protein complex . Mitochondria are known to be involved in the mechanism of action for NaD1 with petite yeast mutants being resistant to NaD1 and NaD1 causing the production of reactive oxygen species (ROS). These findings support the reported mechanism of action for NaD1 which includes uptake of the defensin into the cytoplasm, inducing the production of ROS and permeabilisation of the membrane. Sequence HXL15 HXP124 HXP4 ZmDe32 HXP124 26 HXP4 34 26 StDef1 48 24 45 NaD1 28 24 91 38 Defensin Fusarium graminearum Candida albicans Trichophyton rubrum Saccharomyces cerevisiae HXP124 0.25 2.0 0.6 1.5 HXL15 1.8 2.2 1.3 NaD1 0.4 2.3 1.5 2.2 HXP4 0.3 2.0 1.4 StDef1 0.8 0.9 2.4 1. Van der Weerden, N. L., et al. (2008). "The plant defensin, NaD1, enters the cytoplasm of Fusarium oxysporum hyphae." Journal of Biological Chemistry 283(21): 14445-14452. 2. Hayes, B. M., et al. (2014). "Activation of stress signalling pathways enhances tolerance of fungi to chemical fungicides and antifungal proteins." Cellular and molecular life sciences 71(14): 2651-2666. Figure 1. Structure of the plant defensin, NaD1. The α−helix is displayed in red and the β-sheet in green with the disulphide bonds in yellow References HXP124 HXL15 StDef1 NaD1 HXP4

Barcode sequencing of the yeast deletion collection to define the … · 2018-07-02 · defensins with partial mechanisms of action only described for a handful. We hypothesise that

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A yeast deletion library with 5000 unique knockout strains of the non-essential genes was screened to identify strains with altered fitness to five defensins. Barcodes incorporated into the deletion cassette were used to identify each knocked out gene. High throughput screening of the treated library was used to determine the relative fitness of each strain after defensin treatment by counting barcodes with Illumina next generation sequencing compared to an untreated control. These fitness profiles provided insight into how defensins act on their targets.

Barcode sequencing of the yeast deletion collection to define the antifungal mechanisms of plant defensins

Kathy Parisi1,2, Mark Bleackley1,2, Marilyn Anderson1,2, Nicole van der Weerden1,2

1. La Trobe University, 2. Hexima LtdIntroduction

Plants produce several different antimicrobial peptides (AMP) for protection against fungal pathogens. These proteins inhibit a broad range of fungal pathogens and can be used to treat fungal infections in humans and plants. Defensins are small (45-54 amino acids) proteins with a rigid structure held together by four disulphide bonds (Fig 1). Several hundred defensins have been identified, many with extremely varied sequences. Little is known about the exact modes of action for most defensins with partial mechanisms of action only described for a handful. We hypothesise that sequence variability between defensins correlates with different mechanisms of action and that characterising these mechanisms and the different targets in fungal cells will enable the design of combinatorial antifungal therapies.

Defensins with very different sequences have similar levels of antifungal activity

Five defensins with very different sequences, but similar antifungal activity against three different pathogens (Table 1) were selected for use in a yeast screening experiment against S. cerevisiae to determine whether they have dif-ferent mechanisms of action.

Table 1: Antifungal activity (IC50 in µM) of plant defensins tested against a crop pathogen, two human pathogens and wild type Saccahromyces cerevisiae

Table 2. Sequence identity matrix shows percentage sequence identity between each defensin sequence

DefensinsInoculate

pooled library with defensins

Variable growth of deletion strains depends on fitness in the presence of the different

defensins compared to an untreated control

Amplify molecular ‘bar code’ region (unique to

deleted gene)

Extract DNA from treated yeast cultures

Identify genes and pathways involved

in antifungal activity

Characterisation of the mechanisms involved in

antifungal activity

Count using next gen

sequencing

Pooled yeast deletion library

Figure 2. Screening process of a yeast deletion library to identify fungal targets for plant defensins

[email protected]

Screening a barcoded yeast library

HXP124

NaD1

HXP4

HXL15

StDef1

Figure 3. Cluster analysis of genes obtained after treatment with each defensin. Green represents strains sensitive to the defensins and red represents strains that are more resistant.

Defensins with different mechanisms of action can be identified by differences in the fitness profiles of

the treated pools

The growth phenotype of all of the strains in the deletion collection were analysed using a clustering program to compare fitness profiles obtained after each defensin treatment. Several deletion strains were uniquely sensitive or resistant to a particular defensin. The identity of these strains provides insight into the mechanism of action for each defensin. Some strains were sensitive or resistant to all four defensins. These are likely to represent general stress response genes. The results from the clustering analysis revealed that plant defensins NaD1 and HXP4 have the most similar mechanisms of action. HXP124 has a similar profile to NaD1 and HXP4 suggesting similarities in their mechanisms of action. HXL15 and StDef1 had different profiles suggesting different mechanisms to each other and to NaD1, HXP4 and HXP124. Five different mechanisms of action were revealed in this clustering analysis, three of which are similar. The potential targets for the 5 defensins are illustrated in Figure 4.

Figure 4. Venn diagram comparing the most resistant strains to all five defensins with a log2 ratio greater than 1.0. Enrichment of GO terms are listed for strains resistant to each defensin.

Cell wallAerobic respiration

Mitochondrial matrixMitochondrial protein complexRibosomes

TORC1 signallingVacuolar membrane

Mitochondrial translationTORC1 signalling

Cell wall genesMitochondrial matrix

Conclusion* Barcode sequencing of treated libraries can be used to identify genes and processes in fungi that are targeted by defensins* Defensins with different sequences have different mechanisms of action

The relative abundance of strains from each defensin treatment was determined to identify strains that were resistant and strains that were sensitive to that defensin. The counts gave an indication of the genes involved in the antifungal activity of each defensin.

There were 330 strains resistant to NaD1. Of these, 98 strains were resistant to NaD1 and not the other defensins. This set was enriched for strains with dele-tions of genes involved in the mitochondrial matrix and mitochondrial protein complex . Mitochondria are known to be involved in the mechanism of action for NaD1 with petite yeast mutants being resistant to NaD1 and NaD1 causing the production of reactive oxygen species (ROS). These findings support the reported mechanism of action for NaD1 which includes uptake of the defensin into the cytoplasm, inducing the production of ROS and permeabilisation of the membrane.

Sequence HXL15 HXP124 HXP4 ZmDe32

HXP124 26

HXP4 34 26

StDef1 48 24 45

NaD1 28 24 91 38

Defensin Fusariumgraminearum

Candida albicans

Trichophytonrubrum

Saccharomyces cerevisiae

HXP124 0.25 2.0 0.6 1.5

HXL15 1.8 2.2 1.3

NaD1 0.4 2.3 1.5 2.2

HXP4 0.3 2.0 1.4

StDef1 0.8 0.9 2.4

1. Van der Weerden, N. L., et al. (2008). "The plant defensin, NaD1, enters the cytoplasm of Fusarium oxysporum hyphae." Journal of Biological Chemistry 283(21): 14445-14452.2. Hayes, B. M., et al. (2014). "Activation of stress signalling pathways enhances tolerance of fungi to chemical fungicides and antifungal proteins." Cellular and molecular life sciences 71(14): 2651-2666.

Figure 1. Structure of the plant defensin, NaD1. The α−helix is displayed in red and the β-sheet in green with the disulphide bonds in yellow

References

HXP124

HXL15

StDef1

NaD1

HX

P4