Genomic assessment of mass-reared vs wild Hawaiian Mediterranean fruit flies Bernarda Calla, Brian...

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Genomic assessment of mass-reared vs wild Hawaiian Mediterranean fruit flies Bernarda Calla, Brian Hall, Shaobin Hu, and Scott Geib Tropical Crop and Commodity Protection Research Unit USDA-ARS Pacific Basin Agricultural Research Center (PBARC), Hilo, Hawaii Abstract Background The Mediterranean fruit fly, Ceratitis capitata (Wiedemann) is a polyphagous insect pest of economic importance. Mutants of irradiation- sterilizaed C. capitata are extensively used in sterile insect technique programs in California for control purposes. However, some studies suggest these irradiated insects are compromised in competitiveness compared to wild populations. This study compares the transcriptomes of irradiated flies used for control programs with that of a wild Hawaiian population. Eighteen mRNA libraries corresponding to different developmental stages across both populations were sequenced utilizing Illiumina HiSeq2000. Temperature sensitive lethal (tsl) mutants of the tephritid C. capitata, are extensively used in control programmes involving sterile insect technique in California. These flies are artificially reared and treated with ionizing radiation to render males sterile for further release en masse into the field to compete with wild males and disrupt establishment of invasive populations. Recent research suggests establishment of C. capitata in California, despite the fact that over 250 million sterile flies are released weekly as part of their preventative program, suggesting inefficient competitiveness of mass released flies. In this project, genome-level quality assessment was performed, measured as expression differences between the Vienna-7 tsl mutants used in SIT programmes compared to wild flies. RNA-seq was performed to Sequencing: Sequencing was performed with the Illumina HiSeq 2000 sequencing. Approximately 190 million paired 76 bp reads were obtained. De novo transcriptome assembly: De novo reconstruction of the transcriptome was done utilizing the Trinity package. The Trinity de novo RNAseq assembly pipeline (Inchworm, Chrysalis, and Butterfly) was used for assembly. This assembly yielded 190,958 contigs, with an N50 contig size of 2,686 bases, 64,803 contigs greater than 1000 bp, and a transcript sum of 236.1 Mb. Further filtering through identification of likely coding sequence based on ORF prediction identified a total of 18,919 transcripts across 10,775 unigenes, with an N50 transcript size of 3,546 bp and transcript sum of 53.00 Mb. Methodology and Results Com parison tested # ofsignificantly differentially regulated (FDR pval <0.05) Vienna7 vs. W ild Haw aiian w ild type (overall) 968 Adultsvspupae (overall) 4,634 Irradiated fliesvs. non-irradiated flies 17 W ild Haw aiian adultsvs. w ild Haw aiian type pupae 4,345 Vienna7 adultsvs. Vienna7 pupae 3,360 Vienna7 pupae vs. w ild Haw aiian type pupae 3,094 Vienna7 adultsvs. w ild Haw aiian type adults 1,694 Vienna7 irradiated adultsvs. Vienna7 non-irradiated adults 364 Vienna7 irradiated pupae vs. Vienna7 non-irradiated pupae 148 Methodology and Results Differential regulation: Transcript abundance values were compared among samples using the EdgeR package (bioconductor) to assess statistical significance . Hierarchical clustering: A cluster based on Spearman rank-based correlation coefficients was created to group similarly expressed protein families, ). The heatmap representing the clustering showed marked grouped differences between the wild Hawaiian colony and Vienna-7 GO terms analysis : Gene Ontology (GO) classification coupled with term enrichment analysis was used to group statistically differentially regulated genes by biological function. Flies from the Vienna-7 colony showed a marked reduced abundance of transcripts related to visual and chemical responses, including light stimuli, neural development and signaling pathways when compared to wild flies. In addition, genes associated with muscle development and locomotion were shown to be reduced. Irradiated flies showed several transcripts representing stress associated with irradiation. Conclusion: The data suggests that the Vienna-7 line may be less competitive in mating and host plant finding where these stimuli are utilized. Conclusions: There are significant changes at the transcriptome level that likely alter the competitiveness of mass reared flies and provide justification for pursuing alternative mass release

Transcript of Genomic assessment of mass-reared vs wild Hawaiian Mediterranean fruit flies Bernarda Calla, Brian...

Page 1: Genomic assessment of mass-reared vs wild Hawaiian Mediterranean fruit flies Bernarda Calla, Brian Hall, Shaobin Hu, and Scott Geib Tropical Crop and Commodity.

Genomic assessment of mass-reared vs wild Hawaiian Mediterranean fruit flies

Bernarda Calla, Brian Hall, Shaobin Hu, and Scott GeibTropical Crop and Commodity Protection Research Unit

USDA-ARS Pacific Basin Agricultural Research Center (PBARC), Hilo, Hawaii

Abstract

Background

The Mediterranean fruit fly, Ceratitis capitata (Wiedemann) is a polyphagous insect pest of economic importance. Mutants of irradiation-sterilizaed C. capitata are extensively used in sterile insect technique programs in California for control purposes. However, some studies suggest these irradiated insects are compromised in competitiveness compared to wild populations. This study compares the transcriptomes of irradiated flies used for control programs with that of a wild Hawaiian population. Eighteen mRNA libraries corresponding to different developmental stages across both populations were sequenced utilizing Illiumina HiSeq2000.

Temperature sensitive lethal (tsl) mutants of the tephritid C. capitata, are extensively used in control programmes involving sterile insect technique in California. These flies are artificially reared and treated with ionizing radiation to render males sterile for further release en masse into the field to compete with wild males and disrupt establishment of invasive populations. Recent research suggests establishment of C. capitata in California, despite the fact that over 250 million sterile flies are released weekly as part of their preventative program, suggesting inefficient competitiveness of mass released flies. In this project, genome-level quality assessment was performed, measured as expression differences between the Vienna-7 tsl mutants used in SIT programmes compared to wild flies. RNA-seq was performed to provide a genome-wide map of the mRNA populations in C. capitata, and investigate significant expression changes in Vienna-7 mass reared flies.

Sequencing:Sequencing was performed with the Illumina HiSeq 2000 sequencing. Approximately 190 million paired 76 bp reads were obtained.

De novo transcriptome assembly:De novo reconstruction of the transcriptome was done utilizing the Trinity package. The Trinity de novo RNAseq assembly pipeline (Inchworm, Chrysalis, and Butterfly) was used for assembly. This assembly yielded 190,958 contigs, with an N50 contig size of 2,686 bases, 64,803 contigs greater than 1000 bp, and a transcript sum of 236.1 Mb. Further filtering through identification of likely coding sequence based on ORF prediction identified a total of 18,919 transcripts across 10,775 unigenes, with an N50 transcript size of 3,546 bp and transcript sum of 53.00 Mb.

Methodology and Results

Comparison tested

# of significantly

differentially

regulated (FDR

pval <0.05)

Vienna7 vs. Wild Hawaiian wild type (overall) 968

Adults vs pupae (overall) 4,634

Irradiated flies vs. non-irradiated flies 17

Wild Hawaiian adults vs. wild Hawaiian type pupae 4,345

Vienna7 adults vs. Vienna7 pupae 3,360

Vienna7 pupae vs. wild Hawaiian type pupae 3,094

Vienna7 adults vs. wild Hawaiian type adults 1,694

Vienna7 irradiated adults vs. Vienna7 non-irradiated adults 364

Vienna7 irradiated pupae vs. Vienna7 non-irradiated pupae 148

Methodology and Results

Differential regulation:Transcript abundance values were compared among samples using the EdgeR package (bioconductor) to assess statistical significance .

Hierarchical clustering: A cluster based on Spearman rank-based correlation coefficients was created to group similarly expressed protein families, ). The heatmap representing the clustering showed marked grouped differences between the wild Hawaiian colony and Vienna-7

GO terms analysis :Gene Ontology (GO) classification coupled with term enrichment analysis was used to group statistically differentially regulated genes by biological function. Flies from the Vienna-7 colony showed a marked reduced abundance of transcripts related to visual and chemical responses, including light stimuli, neural development and signaling pathways when compared to wild flies. In addition, genes associated with muscle development and locomotion were shown to be reduced. Irradiated flies showed several transcripts representing stress associated with irradiation.

Conclusion: The data suggests that the Vienna-7 line may be less competitive in mating and host plant finding where these stimuli are utilized. Conclusions: There are significant changes at the transcriptome level that likely alter the competitiveness of mass reared flies and provide justification for pursuing alternative mass release methods or methods for strain improvement to increase the efficiency of eradication programs.

sgeib
Too Much white space! picture of flies maybe? Maybe table of samples?
sgeib
Add section on what samples were used? How many replicates?
sgeib
What kind of seqeuncing was performed (mRNA seqeuncing/RNAseq)
sgeib
This figure includes references to other figures (from paper) and supplemental results, should try to remove (or cover with white text box).
sgeib
you have word conclusions twice
sgeib
Fill in white space here??