2013 11-13-SoftwareSustainabilityInstitute@Manchester
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Transcript of 2013 11-13-SoftwareSustainabilityInstitute@Manchester
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Ant genomics & Bioinformatics for emerging
model organisms
@yannick__ http://yannick.poulet.org
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© Alex Wild & others
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Animal biomass (Brazilian rainforest)
from Fittkau & Klinge 1973
Other insects AmphibiansReptiles
Birds
Mammals
Earthworms
Spiders
Soil fauna excluding earthworms,
ants & termites
Ants & termites
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454IlluminaSolid...
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454IlluminaSolid...
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This changes everything.454
IlluminaSolid...
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This changes everything.454
IlluminaSolid...
Any lab can sequence anything!
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Major questions
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Major questions
Which genes are involved in social behaviour?
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Major questions
Which genes are involved in social behaviour?
Which genes make it possible for queens to live up to 30 years?
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We need great tools.
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Tools for genomics work on emerging model organisms
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Tools for genomics work on emerging model organisms
Antgenomes.org
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Tools for genomics work on emerging model organisms
Antgenomes.org
SequenceServer.com BLAST made easy
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CTTTTTtGGTCGAGGTAACCCACACGTCGGGGGgTACGGTTGTATACATTTATGGGAGTAGCACGCTGACCCATAAACATTACTTAGTAGCCGTGCGACATAAAAATTGCCACTCGCGTATCTCAGGTGGTAGTAGTACTCTTAAAAAGTGTCAGCGTGAAAGTAGGCCAAATTACTGCATTTCCGTGTACACGTATCGTAACGCCTTCTCGCGATAAAAGAAGAATAAAATTTTCTCCTAAATATATATGATACCGCAAATGGATTTTGAGTTAGAGAGTAAGATGCAACGAATTGAAATTTATATAAATAATATATGATATTTTCTTATAAATCTTACTAAAtATTTTTTTTGTCAATTCTATCAGAATATTTCGAACGCACGTTTATCTGAACTGAGACGGCGGCATCAATTAGAAGTATTGTGAACGCAGTTGAAATGTATATCCATGAGAAACTCATACTAACGCAGAGCAGTGAAAACGAACACTTGACTCAGGTTTAACCGCGACGAAACGGTATCGGATAATGGACGGGACGAAAAGCGAATTCGACGGCTGGTATCGAGTTACGTGAAGATGTACCTCCGTCTTCGTCGTCATTGAAATTGACCGCGATACGCGAGGTTCACGGAGAGAGACAGAGATCGTAtCTTCCATCTTCTAAATTTCCTTGATTTCTCGTTTATACTCGCGGCAGCAGCCATTTACTTGTTCCACTTGGCGTTCTCAATTTTGCGCTTAGGGAAACAATTAAACCCAAGGATCTCGCATTACATTTTTCCTCCCGCATCTCTACATGTAGCGTATTAAAACCCCGTAGATGCCCGTTCATGCAGAACAAACAACACGGAGCAACATTCGTGCTCTATTTATTTAAGACTCTTATCCAAGGGGGATGAGTTGCAGCGCAGCGAAACTGGTCTGGTATTTATAGTATTTGGATTATGGAATAATCCCTTGCATAGCGACGGCGAAAAGGGAAGGAAAGCCAGGAATGCACGGTGTTTACCGATATCCTTCACCTCTTTTACCTCTTCGTATTCCTCTCTCTCGCGTTTGCCAtCTTTTTTTTtCTCTAAGCGATCTCATTGGTACCGCACGAGGAGCTTCAATCTTTTCTCTTATCTGGATTACTCGTACACAGAGAGTTACAATCCGCTATAAATTCCATCTTTTAAACGCGAAATTCATTCAATTTATTTGCGACCTCAATCATTTTCCCGTGAGATCGACCGAAAAATTCTTAATAAGGATTTATTCGTTTAATCGCGAGCTCTGATAATTTCATTACTCATTGTAACATAAGCGCATTGATATGAATGTACGTATACTGCAAAGTATAGAAAAaTAAATCCGCGTTAAAGTTCTAATTTTTGAAACGTTTATTATTGCTCGTAGAAAAGAAATATTTGTATCTGTGAATACATGTGTCGTAATATTTTAAAAATTAATTCTTTACCTTTATCACGAAAGCTAATTATTTACATATTTACAAATAAACAAAAATATTAGCGTACAAAAATAAGTAAGAGAAAAGAAATTAATTTTGTCTTGGACAAAACGTTTCATTAATGTCGTATTATGTAAAAAAAAATTTAATAAAATGTCAAGATTTTATTTTTGCGAAAGAATAAAAACAAGAGCTTAAGTTCATTCTTTTTGATAGATAATACAAGGTTCTATTTTTGATAAAGACTCATTTTTAGAGGGTTTTCTTTTCACATTTTCCGCGGTACGACTACAATGCATCGTCGAAATACAAAACAAAAAGAAAAGAAAAAGAAATCACAGCGCATCTCGTGCAAAAGCTGCGAACAGTCTACCGTCTACAAACATCGTCAGGAAGATTCTTTCATCTGGTCACGGGGGAGACATCGTTCGCGCAGGTATCTCTCACCGTTGCTGTATATTCATACGTATCTTCGACCTAGTCAAACAACGATTCGACCCAGCACAAAGCAGAGCGGGCGTCAGCGTAGCGTGAAAATTTAACCCGCGACTTGGCGGAGATTTGATTTTTTGGCGTCGGTCAAAAGGCAGACGTGCCCTGATATATCCGCGACGTTATTTGATGCACGGCTACCGGTACAATTGGACTGAGGTAAATAAGAAAGCAGCAACGACAAAAGACTTCCTTCTGTGTGGATGTTAGTCGTACCCTTGGGCGTTGTCTGCCGCCGTATCTCCTAAGTTGGTCGGGGAACGCGGAGTAAGGTTGGACGAATCCTAGTAGATAGCACAGCTGTATTAAATAAATAGAGAATCGCCGAGGCTTTCGACGATGTAGGAGGAAAGAACCGTACTCCTTGAAAGTGGAAAAGGTTGAAGTCAAGCTCCCCCCTCCCTCCCCTCTTCTCCCCGAGAGAACGTCGAGAGGAAGCGTCGTGGATGGAGAACAAAAGTCTGCGCGAAGAAATATCAGAAAAGTCGAACTAATATTTGAGATTACCCATCAATGCTTTTATCCGTCGTGTATCTCCGAAGAAAAAAAGATGGGTATAATTTTAAAAATACATTTGTCAGTGTCTGATATGCGCCGATCTTCTTTCCTCCATGCATTAACGCTTCGTGCGGATACGACCGGGCGTAATCTTAAAAAAAaTGATCGCCCATATACTAAACCACTGACAGCACGTACAGTTCGCCGAGAAGTTTAAGACCACTTTCAGCGCGTTAAACTTTTACACTCTAATTAGAAATTAATAAAGACTAATAGCTTTATCGTCGGTCTATTAAATCCCGTGGAGGAGGTGCTGGAAGTTAGGCAGTCGCGAAGGTGGTCGGTCGGTACACTCGGCAATAAAAGTTTTTTtCTTCGTGGGATAACGGGGACTTTAACTGCAAGAAGAAAGAAAAAAGaGGAAAGAGAGAAAATTCGTTGAAAGCGAAAGTCGAACTACGTTATTTATCTGATGGCCGACACTTCGAAGATTGTTGCGCGGTGTGTCGACGCAGCGCGCAGACGCTCACCAGACGTTTTCTTTTCATTTCTTATTTCTCCCGTCGAAAAAGGaGAGAAAAGGAGAGGATCGGGACGAAGTGAGAAAGAGTAGCGATAGAACGTCGGAAAGGGGAGAAAAAAaGAAATCAATGAGCGGAAACGTGATACGATGGGCGAAGGGCCAGGATGGGGGACAGGGTCGGCCGTGCTGTAGTTTCTCTATTTCCTTCATTAACTCTGATTCAACAGCAGCGTAACTTTTAATTGGAAGTGGTGGGGGgTCGAGTCGAGGCTCATTTCCCGGCGGACTTCCCCATACTGGAATTCAAGCCAATCCCCAAGCGTCTTGCGAGAGGTCACTTCATTCGTTTCGATATTCTCAGATTTTACTTTCATAGCCGTGCGATATAGCATTTGAATTGCTTCGAATTAGAAACGGTAGCGCCTATCtGTTTTTTTTTtAGAGATTAAAGAGATTAAAATCTATAGAAACGTAGTTTTTCGACAGATAAATGCTTCTTTACTGATGTCACATATGATACGCAAAGGGAAATAGATTATAATTAATGATTGTACAATATTTAGTGATATCCCTAACAATAATCATCACGAATGAATAAATATGAATGCATAAAGCGATGTACAATGGCACATTAATTTCCTATCCATTATAAATATAATAAATGTATAAATTGTATTAATGACGAGAACGGGAGATGCGCTGATTTAATTTAAATAAAATCACCAGAGCGTCATCTTCCAAAACGGAAAATAACGGAAGCGACAGATGCTTTCGAAAGCGTCCGTGCCTCCGTCCTTTACTCATATCCAGATAAAGGCACACGTGACGCTCGTAAGATACTGCCGGAAATAAGAGCGATAAAAAGCAAGGCGAATAGTTACACGCCGGGCGACGAGGtCCTTCGAAACGCGAAAATGACGAGCCTGCGATAAAGGACCGCCATCGCGAACGGTAACGGGAGTAACCCCGTGGAATTTAGTATGATCCCCCGCGCACGGCACATCgCGATACTATCGGTTTCTCGTTACCCAGATCGGTATATTGTTATTTCAGCAGTTCTCGGACAAGGTTCACGGACATTCGATAGCGCGAAGGGGACCGGAGCTCCTGAAGAATTCAACGTAACTGGCCGATAATCGGCCTCGTAACGGCTACCCATTTTCCGCGGCACGTCTCGGGGCACCATCATCGAAACGACCTTATTTCCATGCATCCACGTTGCACCTGCTATTGCACCGTAGCCGTCACCGAACTATATCGTCGTCGAACTTATTCGATGTACGATAATCCTTACGGAAAGCTTTAAACAGCTACCTGCATGCATACTAAAGATACGTCCTTcGCTTCTGGGATCCACCTTGTATTCGCGAGACATTGCATAATTTGTATTCGGTGTAAATATGCTATCCGCGTGGCGATCGACCACCGCGAACCGCGCGGAAACTCCACAGGCGGTGCTTGaTAACGTTCCGCGAACGCAGATAAGCAAATGCCAACTTATGGCAGCAGACACTcTACGCGACTTAACAAAATCTCGTATAAACCCGAGATTTTACATGGCAGTTTAACCAAAATAAATTAAGAGAGAAAGACGGAAGAAGAGAGACAGACGACGTGCCTTGCGTCGTCGTAAGAATACGTAAAACCGTGAAATGCTCGAAATGAAGCCGTCCGtATTTTTTGCATACGCTTATATCCGAAGGGCCGCTCTCCCCTCGTAATTGCGTGTCCTCGACAAAAATCTCCTTTCCGATTTGCCTCTTAGTGCTCGCGCATTCCGTCCGCGTACGACGCTTGCAAATCGGCTGCATCGCCGGCGTCACCGGCAGAAAAACGGAGAACTTTCACGGCGAGTCTCGCGGAGCCTCGTACGGCAAAACACCGCGACGACGCCTGCCATTTTGGGCTGGCACGGGAACATAGCAGGGGCCAGGATGACGGAGGGGTGGTGATAGGAAACCCCGGGCAAAAAACaGCGCCTGCAGAGATCCGCGACGCGGCTGTTTAATTCGGGACTTCGCCCGGGGGAGGAAAAAAAaGGGCCGAGGCCGCCGGCTCCTCCTCGCGCCGCTCATGCATTATGAATAATGGAATTTAAATATACGCGAAACAGATCCCCGCTGGGCGAATTCGGCTTAGAGAGGTGGAGTGCAGCCTGGTGCCACGGTGTCGTGTTCGCATTGTTAATTGGCCGGCCGTTtCATTTtCCGTTGCGGCGGCGTAACGTGAGAGACAGCGTAACGGGAAGCGAAACGACACGGCGCGTCGAGCGTGCACAGAGAAGTTGAATTATCGAGGGaGAAAAAGGGCGCGAGGGAGGGGCAGGACGGTCAAACACTGAGAAAGCAGGCAACATCCGCGAACCCGTAAATTAATTAGGGCCAACATAATAGCTGGGAATGGCTGGTAGTGGTGGTTCGTCTTCGTGGTCCAGCTTGCGGTTCCCGAGTGCCCTCGCAGTTCGCGCGGTCATGCCTCGGAAACTACACGATACACCTTGCGTCATCCTTACACGAGGATACCTGTTTGCGATCCCCTGAGGTATTAACGAGCGTATAAGCAGACTCAAAGTACGAACACACTGCTAGTTTCGCGTGCATGTTGCTCGTCGCCGTGCAGACGAGTTAGTACTGTCGACAAAGTAGTCGTAAAGTACGTAAGAGTCTTCCTCTAGTAGCGAGGACTAATCTCCCGGTACATTAATCTATGTATATTTTATGATATACACACCTGTATTTATCGAAAGTTTATGTTTATCTCGAAAATTAACGTTAATTTTCGAGGACGCAAAAGCTGTCGCAAGTTTaTTTAATTTTGTTTGtATTTTTTTTTCTTGCTCATTTTTATTTCGAAGTATGCAAATTGAATCTCTTGGTGGCATAACGAGAATTTTCGAAGCTTAAAGGGATCTGCGTTGGCGCGAAGAGAATGGGACTTGTTTTAAACTTTTCTTTCCAACGAACACCGTTTCCTTCATTGTAACGTAAAAATGGTGAGCTTCTGCGGCGCGATTGGTCTCATCTTTCCTCTCGTATCGTTCGTCATTTTGTCCGAGAGCGTGTAGATATTGTACCCGATAGAACGGAGACGGAATCACGCTATACGGTTCCCTCCCAAATGTTCGTTCCTCACGGGCAAAAGTACAAGTAAAAGTAGGAGGGTCCGACTTTATGACCCTACGAGGCACAATAAAGGTTGATGACTACTAAACGTAGAAGAACACGTATACAGTCCGACGTAAAGTTATTTTTCAATTCCGCGGTCCTCCGCCGCAGTCGTTTTGCCTTGACGTGGAAAAGGAAATTTCCCGGGTTCTAGTCGTCCGGTCTTCTTTtCGTTCTACTGACAATACCATAtTTTCGACATAGATCGATCTCCTTTtCTCTTtCTCTCTCTCTCTCTCTCTCTCTCTTGAAAATGAAAGCGCGGAAGAGCCGGATCGTGCAACGCACAATGCGAGGCCGCTTTGTACGAGGTACGAGGAGTCCGTCATGCGCCGTAAAACGCCGGAATATGCAATACTACTTTCGCAGCGACGGGGCTTGCACGAAGTAATATCGTGAAACGTAGAACCGTTCTTTTCATACGGATATGCGGGAGAAGTTGCTCGTCCGCCCTCCGGCGCATACACGTCGCGCGAGAGTATCGTGCATCCGAAACTCTGAGATGAAACTCTTCTGTAGTCGATATTCGTCGCGATAAATAGATAAGTCTCGGATAAGGTAGAGACATCGATAATTCCGTTACGAGAATACTCGAGAATAAGATCCAAGTGAAGTGATCACGCTCCATATGGTTTCAGATTAATCTCCAATCGGCTGACGAAGGAGGATCATCCTTTTACCGGTGGAAAATAGGGTGGATTGGCGGAGCAAGAAGGCTAAACAGAGAATAAACAGGAGCTATAGCCGAACGAGGGAGAAGGTAAGTAGATGCCTCGGAGAACGTGAGCGAAAAAAGGAAACGGGTACGAGAGAAAAAGAAACGGACGGAATAGCGGCTCGGGATTCGCATCCCAAGGAAAACCAAGGCTATACCGGGGTCTTGGATTATTCGAGGCACGACGACGATCTTCGAGTCAGCCGACTGTCTGTACCGTGAAAGTGGCACGTATCGATCGCACGGCTGGATTATCTTCCACTTCGATCTACGACGATTACTTCCGCCATCGTATATCCGGGCTTTGCACTAGCGAGGCTATTTAAAAATCTGCGCTCAGTAACTACTTATGATTTTTCCATCAGAAACGATTGTGGAGAGAAAAGAGGGAAAAAAAGAGATAGACAGCCTCTGGCTCGAAATGCTAATTTCGCAATCGAGAATTAAAATGCACTTCTTTGTATCTAAATTTTCGTAGAATTAAAATAAAATTGAATAAAGCAATGAATAAATTGAATAAACTAAAATATAGCTAAATATTTTTTCCTCTATACAAGGTGAATATAATTATCAAATATTTAAGTATGTAGATTGAATTTAAACAGCCTCGGAAGAGAAAAGAATCGGATAAACGAAATGCTTTTGCCTCTATTTTCAAGCACGTGACGAATAAAATCTAGCAAAGCTTTTCGACACAATATGTCGACGCAAATGTGGTCTATTTTGGCTAATGATTATTACCGGGAGTCCCGGGCACGGTGTGTCCGCGGCGCGATAAATTAGAGCGCGAATCGACTTCCACGGCCGTTGTAGAAGGTACTTTGGCAAACGTTATTTCTTCCTGTCTCGAAGGAAGCGCCACTCGAAAACTTGGAAAAGTTCGGCCAGCTGCACGCACCGCGATCTCGGGTCCGTTCTGGCTCGGTGGCGTGCGCAGGACGGTTGTGAGACGAGAGAAAGAGAGAAAGGAGGATAGAGCGCGAGAGGGAAAGAAGAGGGAACATCCGCGTGCGTGGTTGTATATGGCGTTAATGGCGGCGAGCATAAAGCATCCCCGcGCCTGCACGCTCGACCACGGTCGTTTACAGTGCCACTATTTATGTTGATAACTTCGGAATGGAGTCAGATACACGGTACCGAGTGCCGGCGGTTCGGCGGTGGTCCGGCAGCGGTCTGGTAGCACTTGCAAAGTATGGGAGAAGAAGGGGGATGGTGGATTCGCGGATCTTTTTGGTCGTGCAAGGAAGGCGGGTCGGTTAGGGTAGGTAGAGAGGAGACGAGCCGAGTCGAGAACAAGATTCAAGCGGAAAGTTTTGCGAGTTAATGGTGCGGAGGTAATGCCGCGGCCGCAACAGCAACAGCCATCCCCCTGCTTGTGTGTTCGCTCGCTCGCTCACTtCTTCCGTTCTCTCCTCTTCGCGCTAGTTCTCTCTCTCTCTCTCTCTCTCTCTCTGtCTTTCTTGGAATAGCCGTAGAAAAAaGGAAAAGAAAGAGAGAGAAAGAACGAGACTCCTTTCTCCCCACGAATTCTCTCCTCTCTTTAAGCACACTCTCTCTTCCTGCaccCCCCCCCcTCcTCTCTCTCTCTTTCTCTCTCTATTTTCTTGTCTTCCTCACTTGCATCATCCCTCGTCCATTTCCcTCTGGAGAACGTGCCACGTTCTCACTTCCTCGTTCGTCGCTACTTTTTTTCTTCTTTAGTTGTCTCCTCTCACACCCTCGAGACGGCCCGATCTTTTCCTCGTACAGCTCCTATCACGAACAGTCGCTAACAAGTGCATCGAATGCAAGTTGCCGACAAACTTCTTCCACCGATTTGTGCTTGTTCTCTGTGCATGCGCGGGCATGTATATCTCTATTAGGCGACATCTGCTCTCAGCTTTTTCATAACGAGGTAGCGCGGATTCGCGCTCCGAGAGACTTCACGAAGCACTTCCGATCTCGCTACAGTAGAATGCGTATTGTATTTTCTTGTCTCTCTCATTTACTCTTTTCTATCTTTCGTATCTAGCGTGAATACTCCCATGAGGAATGTAGAAACCAGATTTTGAAACGGCTTCTTCGTATCTAAATTTTCTTAACTATTTGTTCCTCAAAGTCCATTTTGACGTTATAAATTTTTATTTTTTAATGAGAATGTTTTTATGTGGAGAAGAAAAGTACAACTTTTTTCAAAATGCAATTAAATTTATACAAGACTACTAAGATAAAAAAAGATGCAAATAATAATGTTCAACTTACTAACTGCTATATTATTAAGGCCAAGTTAAATTACAGATTTATGATGTTGCAGAATATAATAGAAAAGTTTCAAGAAAAAAaCATTTTAAAGCTTAAAGAGTTTGTTTTCAAACCCATCAAATTTTTTtCTCTGGCAGTGCTGCTGCTCTGCGACGTCATTTTCAAGTCGATCAATGCAAAGTTAACAAAAGTATTTCAACTTTAAAATCATGCAGAAAGTTGGGAAAAATTTGTTTTCAATTTTACTTAAATTTTAGTTACATTTTTTCTAAAAGCTTAAAATCTCCTCTTTAAAATATGTCTTTAAAAATTGAGCTATGATTTTTCTTCACCGAGTTATCGTAATTTGAAATGGCCAATCGACGTTTTCTTTTCATCACTAGGAATAATGCCGGCGGATTTAAGCTTTCAGAAGATTCCAAGCAAAGTTGAAAACAATTTGTTTGAATTCCGCATGATCTCAAAGTTGAAGCTAAAAAAATTTCACAAGACTTTAAAAGACAAAAAGTCAATGTTGCACAATCGACTTGGAAATAACGCCACTTGGAGCAGAGAAGTATTGCCGAGAAAAAGCTTCGACCGGGTTTGAAAGCAGGATCTATAGGCTTCCAAACTTTTTTTTtGAAAAATGGAGCTTTAAGGTTACTTTTCACGAAATTGTATAAATTGTGTTTTGTTGtTTTTATCATCGATTCGAAATGATCCTTTCATTTTGTTCAAGAATGTATCATTAACTTAATGCAATGATATCTTTTAATAATTCAATACTTCTTACTAATTAGATTTAGAAAAGTTTCATGAACAATTTTAGAACGGTTATTGCTAATTATTCGCCAAAAACAGACGCCTTTCTTCGAGGAGTAACAACTCAAGCTGCATTCGCGGTTGACGGCTTTCCGCGGCGCGTCGCGGTAATATGGCTCCTATTTAATTACCCGGTCCTTTGGGAGCTTAAACCAGCCAGAGCTGGAACGGCTGCGCCGTTATTCTATCTAGACTCCTTTGCTTTCTCAAGCAGGCGCGCGATCAAACCTTCTCGCATAAAAGACAATCGCAGCTGGCAGTCGACGACGCGcGGGACAGTCGAATCATGACCCGCTCCTCTCTAGTTACCGCCGTCAGTCTGCTCTACTTCCAGACGCCGCGCGTAATCTATTCGACATTAGTTGCTTGATTGCACCGTAAAATGCGACGGCGACGTGAACGAGAACGACGACGACGACGACGACGACGACAACGACGACGACAATGACAACGACGACGACGACAAGAGTGGGTTCGTCGGTGCTCGATGGCGCCTCCGATTTCAACCGCAGCACGATGCAAGCCCATTACTATCGCCCGGAGCTAAACGGCACCCGGAGCTCGTGCCATTAAGGGAATCTAGGGTCCGATCCACCTCATTGAATTCCGTTcAATTGCGATTATGATAATGCGTGAACGATCGCCGTGGACGTGAGCTACGGaCAACgAGGGTGTTCGTTCTCGGCTCAGAGAAACGCAGCGATAAAATTATCAGTGACAGCTTCATTTTTGTTACATTTGACGTTGAAAAATTTGCGAAAGAAATGTGCATTATTCAACTACATTGACAATTGTAAATCTTACATGACCTTTTATTAATATACATATATGTAAGATATATGTTCCATCTCTAGTCTCGTTCGATAATGAAGAAATTATAGCTGCAACATAGACGCCGGATTATTCGCGGGGGAAACCGTTGATTATTTGGACTCCGTGGGCTCGGGGTCTGGTTTACTTCTTCCCTTATGTCCGGAGATAATGGACACTATTACCTTAACGAGGCCCCAGTCTCTTAGCCGGTAATTGCTTCGAGATATCCGAGAGAGCTCCGGCGTACGTTGCCGCCTGGTGTTGCAGGCAGAGAACCCaGACGGTATTATTGCCGCCGAGGCTACTCGCCCGTTTCATGGTGGTTATTGTTATGGGCCTGCGGCATTAAGATGTACACCGCACTCTCATACGGGACCCACCACCCCATATACGAGCTGCATATATACTTATGCGGGGAGGATTTCATTACGCCGCTTCATAACTGGCGGTCTTCAAAATCGCGATAAATCGGGATTGTCTTCCTTGTTAAATCAGCTCCCGTTCCCCTTCCTCATATCGCTGACGAAGCCAACGAGACGGATTAATCTGCGCGATTGAATGGCCTCTATGACGTAAGCGCACCGTTTACTGGCACGGCTCCTCGTGTTCACGTGAAACGATTTGCGTCGTAAATATTTTATTTTAACATCGCAACATCAAGACAGACGAGGATCGGCTATTGCCTCGTGATCCTAAAAGGGAGATTCTCAAGGCGGAATCGGGGTAACGCGTTCGTTGATCTCGCCAAACTACGGCATCTTGAGGACTAGTCTTAGaGGAAAAAAAGACGACGAGGAGACACGGTGAGCATTAGATGAGAAAGAGACGGCGCGGCGCGGTGCGGCGGAGCGAGACGGAAAGAGATCAAATCTGGATATCAGGATTAGGGTGGGTACGTAATCCGCAGGACGACGGGTGGTAGGAACGGTGGATCCGTCGGCAGATCTCATCGCGCGGAGGAACTCTGCGGGTACTTCGCCCGGCCAAATACGACAAGAGCAGCAGCCTAACTCGAGTAGAGCCGCCGAGATGGTTTACGGCTCGTCGCAAGTTGGTGAAATTTAAGAGCGCATTTAAAACTGGTTTGGCGCGATGCCCTGCGCCTCCCTGCAGCAGGTACTGCCGGCGAGAGATACCGCTGGGCTCCGACAGGAGTTTATCGCCCTAACATTCTTGGAAAGCTTCGGATGGATTTCCCTCCTCAACCCATTTCTTCCGGCAGCACCTCAAATCGTCGCTTCTTTCGAGCTCCCTGTGTCGTCCGTTCTTTCCCCTTGCCACGAAAATTCTTCCAACAGACTCGACACCAAATCGTCACGACGATCATCGGTCAAGATACCCGGAGAAACGTCGCGGACGATGTTACCGTCAGATCGGACGCTTTTAGCTCCGCATTGGAGCTTTTTCCTCGACCGTCTCGGAGGAGATTTAGCGGACCGACAACAAATGAAGGTCATCTTTCGCGCGAGAAAGCGTCTCACCTTGATTTCCGTCTCGTTTCTCCGGAAATTGGATATCAACCGGACGAACTGTAATGTGTACGTTAAATTGCCAATTATATATATAATGTAACAGCTGATTATCTCAAGTGTCCTAAAAACCATTATACTCTTAATTTCTGTGAAAAATGGCGAAAATAAAAAAGAAACCGATCTTAATAAAGATATTCTTCCTGATAGATGCCATGACCCACGTGGAAAACTTTTTAGTTTTGTACAGTGGTATTATACGTTATCTTCCGCTGAACGTAAGACGTGCCTATCGCGCAATTTCATCGCGACGTCGTCGTATAGCGATTATGGCTACTCCATTAAAAATGAATTTTATAAAGGCAATCTTTCCAAGCGATCGTTGTAGGAGAAAAAGGCGAAAGCCGGAGCCAAAGGGGATGAGGCCACTACCTTTGGCTGATCCACTTCGAATGATAATCACCTCTAGGAGACTCAATTTCGCCCTGCTCCGCGTCCTTACCCGTTCCTATCTTCGGAAGGTTCAACGCCGCAGCGGACTGCATCTTTCACTCCCTTCGTCACCACCGCCCTATTCCTATCGCCCTCCGCGCGCCTACCGCCCCTATATCCTTCCCTTCCTTCACtCCTAGACTATTCTGAACGACCTCTTCCCCCATTCGCCAACGCTCACTCCTAACTGATTGGAGTACCAATCAATGCGGCATTCAGGCGGCCGTGCTGAAaCTTTAGGAAATTAACTATTCACTCTCTGGAAATGGTTATTTGGAAGGCCGGAAAGGCAGTCGGGACTACGTTACGGAGAATATGAGCGAAAGGATATGGGCAGACGATGACGATAGATAAGACAGTTCAATTTTCAATTAGGCGTGGACGTAGCGCGCGTAGCTCGGCTCCTACCACGATGCTTACCACGCGTCCCATACGTTAGGAGGAATCCGAGTTATCGATTGCACCTACCTCTTCTCGCGGATCTTACCGCTGGGAAATTTCGTTCGCTTAATGAGATTATTGTACTCGCCGGAAAATCCAGAtAAATTATTCTGATAACTGCGCAACGTCGCCTTCTGGTGTTTCGCGAGCCGATAACGAGCATAGTTAACCGCAGAGAAATTATACGGTCCACATGAGAGAATATATCACTTGGCgCGGGGACGGCGGGGGGGGGGgaGGGgAGACGTACGCGCCTCCAGTCGCGCaCAAAGCCACGCGCGGAGAGAAGTATTAtCCCGGTACTCTCTTTCGTTAATGGCATCGTGGTAATCAACAAAGCCGTACGAGGTAATACGAGGTATTTACAGTTACTCCGGCGCAGCAGAGGGCACCGAGCGTCGAGCGGTGGTAGGCGCATGGGCGGATTTATGCGATGTTTACACTCGCGCAAGGCTGCTAATACGGCTTTCCGACAACAACCCCCACGCCACATCGCGACTGCTCGACTGTGCCCCGCTGTTTGAAAGTGAAACTTCTGTTTGTACGCTAGTTCCAGCTAATCCCGAATATTACGCCGGCGAATCCACCGCCGCGCGTCGGGAGAACGGAAGGCGGCAGCCCAACGCTCAGAACTCTCCGCAAGGCAGAACTGGcGCCTTGAGCGAGGCGGAGAAGTTTTCACAAAGGAGAAGCGCTTCGCCAACTGCCGTGCCGAGCAAAATACATGCGCCCTCTACGAACGTTTGTATTAGACAAGAGCCAATCTTAGCTCCAGCTGGTCCATCTTACGAGAAATCTCGTCGGTTTTGATTCGCACGTCTCGAATCGTATAATAAAAACCGTTGGCCCCAACGACAGTTGTTCGCGTTTACGTTGAGCAACGTTCGACGTGTCTAGAAAACTACAATAAACGGGAGTCGAGAAACGAGATCGTTGAGAAAGGTCTGAAAGATTTCAGCCCTACTACGCCGTGCTGGTACTCCAGTGGATATGTATATACATATACGTATATGTATATGCTCACCGAGAATCCGATCTGCAGTCTCAAACAGCTATTTACCGTAACGTCGGTGGATCGTCGGTACTTTTGTAGCCAGAAGGGAAAATGGATCGGCGGAATCGCCGAGAATGCTACTGCAGTATACAAGTCCGCCGCTGTAACTCATTCACCGATAAATTTCGGCGGGCGAAGCATCGATCACAATGTTCTATTTTGCTCATTGGTGTTTTTGCCGGCGGCATTCGATTCAATTCGAGGATGCGGTGAGTCGATATATCTCTCGAGGTGTCATGAGCCGCCCGTAATGGATGGCGGCTGTTCCCTTACCCTTACTCCGAAAGGAGAGGCCGTGCCAAGAACCTACCCGGTACCCGCAACCCTCTGCTTCTGATCCTGATTTTTGTCTGCTGTCTTCTTCTTATTCCACGCATTATTCTCGCTCTTTCCCTCGCACGGCATTCGCAAAGTGGCCAACAAAGTAGTCTACGTATCTCTCCACGCGATATTTCGTAGCACATTTTCACATTTAATCGCGAGACAATCGGAATCCAAAATATTATCCGTGATATTTAATTTACAAACGTCGTTTGCGTTACCAAAAACAAAATATTTTTTGATTAATCAAATAATATCATAAAAAATTCTTTCAATGCATTTTACCTTTGATGACAGAAAAATCGCTGCCACTCGGGGAACGATGGGATGGATTTCGCGGTAGAACAAGCAAACGCGAAAGCACGCGAAAGGAAATGCACGCGCGACTGGTCCGACAAGGATATTCATAACGTGTGAACGATCACGAGCATTCAAGCTTCGGCGAATGCTAAGACGTGCGAAAATGAGGGTTAAGAAAATCTCGAATCGGGTAGATAATCCTATAGCAGTAGTGAAAATACAATAGGCTTTAATTGCCGGACTTAATTCGTAGAAATACGATTTCGATTAAATGTAACGACTCTCGTGTTTCTCAAATAAAAATGGCACTGAATATAATTGATCACTTATTGTCACTTATCAGTTATATATTAATAAAACAAGACGTTAAAAATTTAATAAGAAAAGATGAAAAAAACAcGATGTTAAAAATTtAACCCTAAAATTAAAATTTTTGTTTATATTAATTATTTTTtATTTATTTTATATTTTTGTCACTAAATTTTGCTTGTATTAAATAAAAATATAAATTTTAATAAGGAAATACGATTTAGGCAGTACTTTCCCCTATTAAGAGGAAGTACATATAGTTTCTAAGAATATTTAGAAATATTTATGCTTTGCATTTAAATAAAATAAAAATGGCGAATTTGTTGCGCTAAATTATTAGTTCTTCAAATATTATTGCAAGAATTATAATCAGTATTGTAAAGTAAATTTTACGAGTATTTTAAGAACTGTTTATGATCTAAAAGGTTATAATTTTGTAAAACGGAGGAATAATCGTCCATCTGTAATGATGCATTTACGTCACAAGAGTGACAcTTCCCTTGAAGCTCGACAGTGCTAATACGAGTTCAAGCCTCTACCATTCTCCGAAGTGAGGATCGATAGTCTAGCATCATTGGGCTCCAACGGCTGATGCGGAGGAGTCGAAGATAGAAGGTACAGAAGGGAGAGGATAGGTGGATGGTGGACGGGGACTTTCGCATGCGGAGTACTGTCGGCTTCGGTTCGCCGAAGGATTAGCATGAATGGCCATCGTCTGCGCCAGTCGAGATAGCAACACAAGCTCTCGCCTATTATTGCTCGGAGAAATTAATCGCATCCATCGCGAATTACTCCGCGATTGCTTTTCCGAGTACAACACGTCTCGCGGTCGATGGGGCAGAGACAGCGGGGAAAGTTCGTGTGATAGGCGTCGTAGTAATTATCAAACGGAACAAAAGAGCGGGCTACCTAATTACTACTTCAATTCCCATATTTATTAATTAGCAATTTATATTATAAAAATTAAAATACTATAAATTGTATATCTTTTAATTATTAACTAATGGGAGACGTTAATAAGTTTAAAACGATGACGACATTAGGAAAAATGTTGCTTTTGTAACGTTTCTAATATTCGTCATTTGAGGAACAGTCGTTACCATTCAGTTCGTATCGAGCTGGATTTGATATAATTATGAAATAGCACACAGCACCCGCTTCCCATCAACATCCCTCCTTTTCCCGAGTCCCTCGGTCTCGGAGAAACAGAAGCGTAATTCCACTCCGAATGCAGTCATTATGGAGATTTTATCAAGGCCTGTTGCCAGCTAGCTAGGCTTCAACTTAACTCGCCCATTACGGCGTTTCCTTTGTCTGCGACTTACACATCGTCATGTCCCGCAGTTCCATTCCGAGCCGAGGGGAACACTGATGAAAGAGATCCGACGATTCGCATACGACGGTTCGATTCACAATGCCGCGCATTCACACACGCGAAAGAGCTCGCGAAGGATTCTGGGATGCATCCGAAAAATAATCACGTGGGACACGAGCATCGACAGCTTGCGCTAGCACGCACGATGGAAACCGCCTGCACAGTTGGACGGATCAGCGAGAGGCGTCGTTTTACGAGGCCGATACTTGAAACGTCGTGCTGAAGTATAAAATTCTACGGGTCATGCAACTGCCAGAGTACCGATCACGCGCATACGTGTACGTAATGCGACTTTAATGCAGCATGTATTATTCAACGATACCACCCGCCGTGCGTGTCCGTCCGACAGCTCGTATACGCGTAATTACGAGCATAGTTGTTTATTGCGAATCCGGCAGTCCGCGCAACGCCTTATCCGGCGGTTATAGACGCGCGTCTCTCAACCCTCCTCGCCAAACGATCCCGATACCTATCCGCCAACCCTCTCGTCCCTCATCTCTCGTCTCTCGTCTCTCGCCATCTCGCCTCCTCGCCTCCTCGCCTCCtCGCctCcTCGCCCCGCCTCCTCTCGCGTCGACAACCCGTGAAGAATGATCGTGGAGTTTCCCTGGTTGGACAGTGACAAATAGAGTATATTCTTGCCAGCTCGGAGAAGCGTGTTTTACGCTTTGTTTACCGTTTGTCATGTTATGCAAAGGAAAGGAATTTTTGCCGGTTGCGTATTCGGCGAATCGACCCTTATCCTACGCGCATGATATGCCTGCGGTAGTTTTACATTATCGCTCGGCTGCGGCGCGGCGCGGCGCTACACAACCATTACCACTAACGATTCGGAGCGACTCCAGGAGTAAAGAGAGAAAGGCCGTAGTCGCATTTGCGGTAAATTGCGCCCATTTACTTCGATTCGCAAACGTAATTTCTGAGATtACCTCACGCTAGTGTCCAGCGATGGTAAAAGTAAGCTCTCTGACCTTCCACGTACGATCCAATATACGATAGAACAATGCATTATTCGACGGCGCGAAATTATTCATAAGCGTCACGAATTGTCCGCAGCGAACGTGGAAACGTTAAACGTTCGGATCtAGTTTGACGAATCTAGAATCGAGACAGTCGGAACCGGACCCTCTCGACTCTCGATCCGGGTGTTTCGCGCGAGGCACGTCGCAATGTTCGGAAAATTGAGGCGAGCCGCATAATACGCATATAGTCGCGTAATAATATGCATACAGGTGCATGCGTGACGACGTGACGCAACGTGACGCCCGAGCGCGGGTCGTTAGCCGTACGGtCGTTTCGCTGGCAAGTCACGCCTAATCACCGATGAATACAACAATCGCAGCATGATGGACGATCGGCAAGCAAGCCGTCCTTTATTAGCGTCGGGTACCCGGGGGCGAGGGGCGGGTGGGAGAGCGGGTGATCATATAATTAGATTAGCGCGCGCCCATCGCGCGTCGTCATCATTTTCCGCGGTGATTTTGGACCGCGCGGGAGATCGGTAACCGCCCTGCGCCGCGCCGCGTCGCGTCGCGTTGCGGCACGGCGGTTACtGTTCTCTCGatACtcGTTGGGATTGTGCTGC
CCTTTGATGTCGCAACGCAGGACGGCACAACGTTCtCTTCCGgCgTaCGAAATCATTTtGGgACACcGTCGCGcGCGGcaCGAGaTTtAATTTgCGCCGGCAACGATCgCGC
Sequencing a genome is now cheap & easy.
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CTTTTTtGGTCGAGGTAACCCACACGTCGGGGGgTACGGTTGTATACATTTATGGGAGTAGCACGCTGACCCATAAACATTACTTAGTAGCCGTGCGACATAAAAATTGCCACTCGCGTATCTCAGGTGGTAGTAGTACTCTTAAAAAGTGTCAGCGTGAAAGTAGGCCAAATTACTGCATTTCCGTGTACACGTATCGTAACGCCTTCTCGCGATAAAAGAAGAATAAAATTTTCTCCTAAATATATATGATACCGCAAATGGATTTTGAGTTAGAGAGTAAGATGCAACGAATTGAAATTTATATAAATAATATATGATATTTTCTTATAAATCTTACTAAAtATTTTTTTTGTCAATTCTATCAGAATATTTCGAACGCACGTTTATCTGAACTGAGACGGCGGCATCAATTAGAAGTATTGTGAACGCAGTTGAAATGTATATCCATGAGAAACTCATACTAACGCAGAGCAGTGAAAACGAACACTTGACTCAGGTTTAACCGCGACGAAACGGTATCGGATAATGGACGGGACGAAAAGCGAATTCGACGGCTGGTATCGAGTTACGTGAAGATGTACCTCCGTCTTCGTCGTCATTGAAATTGACCGCGATACGCGAGGTTCACGGAGAGAGACAGAGATCGTAtCTTCCATCTTCTAAATTTCCTTGATTTCTCGTTTATACTCGCGGCAGCAGCCATTTACTTGTTCCACTTGGCGTTCTCAATTTTGCGCTTAGGGAAACAATTAAACCCAAGGATCTCGCATTACATTTTTCCTCCCGCATCTCTACATGTAGCGTATTAAAACCCCGTAGATGCCCGTTCATGCAGAACAAACAACACGGAGCAACATTCGTGCTCTATTTATTTAAGACTCTTATCCAAGGGGGATGAGTTGCAGCGCAGCGAAACTGGTCTGGTATTTATAGTATTTGGATTATGGAATAATCCCTTGCATAGCGACGGCGAAAAGGGAAGGAAAGCCAGGAATGCACGGTGTTTACCGATATCCTTCACCTCTTTTACCTCTTCGTATTCCTCTCTCTCGCGTTTGCCAtCTTTTTTTTtCTCTAAGCGATCTCATTGGTACCGCACGAGGAGCTTCAATCTTTTCTCTTATCTGGATTACTCGTACACAGAGAGTTACAATCCGCTATAAATTCCATCTTTTAAACGCGAAATTCATTCAATTTATTTGCGACCTCAATCATTTTCCCGTGAGATCGACCGAAAAATTCTTAATAAGGATTTATTCGTTTAATCGCGAGCTCTGATAATTTCATTACTCATTGTAACATAAGCGCATTGATATGAATGTACGTATACTGCAAAGTATAGAAAAaTAAATCCGCGTTAAAGTTCTAATTTTTGAAACGTTTATTATTGCTCGTAGAAAAGAAATATTTGTATCTGTGAATACATGTGTCGTAATATTTTAAAAATTAATTCTTTACCTTTATCACGAAAGCTAATTATTTACATATTTACAAATAAACAAAAATATTAGCGTACAAAAATAAGTAAGAGAAAAGAAATTAATTTTGTCTTGGACAAAACGTTTCATTAATGTCGTATTATGTAAAAAAAAATTTAATAAAATGTCAAGATTTTATTTTTGCGAAAGAATAAAAACAAGAGCTTAAGTTCATTCTTTTTGATAGATAATACAAGGTTCTATTTTTGATAAAGACTCATTTTTAGAGGGTTTTCTTTTCACATTTTCCGCGGTACGACTACAATGCATCGTCGAAATACAAAACAAAAAGAAAAGAAAAAGAAATCACAGCGCATCTCGTGCAAAAGCTGCGAACAGTCTACCGTCTACAAACATCGTCAGGAAGATTCTTTCATCTGGTCACGGGGGAGACATCGTTCGCGCAGGTATCTCTCACCGTTGCTGTATATTCATACGTATCTTCGACCTAGTCAAACAACGATTCGACCCAGCACAAAGCAGAGCGGGCGTCAGCGTAGCGTGAAAATTTAACCCGCGACTTGGCGGAGATTTGATTTTTTGGCGTCGGTCAAAAGGCAGACGTGCCCTGATATATCCGCGACGTTATTTGATGCACGGCTACCGGTACAATTGGACTGAGGTAAATAAGAAAGCAGCAACGACAAAAGACTTCCTTCTGTGTGGATGTTAGTCGTACCCTTGGGCGTTGTCTGCCGCCGTATCTCCTAAGTTGGTCGGGGAACGCGGAGTAAGGTTGGACGAATCCTAGTAGATAGCACAGCTGTATTAAATAAATAGAGAATCGCCGAGGCTTTCGACGATGTAGGAGGAAAGAACCGTACTCCTTGAAAGTGGAAAAGGTTGAAGTCAAGCTCCCCCCTCCCTCCCCTCTTCTCCCCGAGAGAACGTCGAGAGGAAGCGTCGTGGATGGAGAACAAAAGTCTGCGCGAAGAAATATCAGAAAAGTCGAACTAATATTTGAGATTACCCATCAATGCTTTTATCCGTCGTGTATCTCCGAAGAAAAAAAGATGGGTATAATTTTAAAAATACATTTGTCAGTGTCTGATATGCGCCGATCTTCTTTCCTCCATGCATTAACGCTTCGTGCGGATACGACCGGGCGTAATCTTAAAAAAAaTGATCGCCCATATACTAAACCACTGACAGCACGTACAGTTCGCCGAGAAGTTTAAGACCACTTTCAGCGCGTTAAACTTTTACACTCTAATTAGAAATTAATAAAGACTAATAGCTTTATCGTCGGTCTATTAAATCCCGTGGAGGAGGTGCTGGAAGTTAGGCAGTCGCGAAGGTGGTCGGTCGGTACACTCGGCAATAAAAGTTTTTTtCTTCGTGGGATAACGGGGACTTTAACTGCAAGAAGAAAGAAAAAAGaGGAAAGAGAGAAAATTCGTTGAAAGCGAAAGTCGAACTACGTTATTTATCTGATGGCCGACACTTCGAAGATTGTTGCGCGGTGTGTCGACGCAGCGCGCAGACGCTCACCAGACGTTTTCTTTTCATTTCTTATTTCTCCCGTCGAAAAAGGaGAGAAAAGGAGAGGATCGGGACGAAGTGAGAAAGAGTAGCGATAGAACGTCGGAAAGGGGAGAAAAAAaGAAATCAATGAGCGGAAACGTGATACGATGGGCGAAGGGCCAGGATGGGGGACAGGGTCGGCCGTGCTGTAGTTTCTCTATTTCCTTCATTAACTCTGATTCAACAGCAGCGTAACTTTTAATTGGAAGTGGTGGGGGgTCGAGTCGAGGCTCATTTCCCGGCGGACTTCCCCATACTGGAATTCAAGCCAATCCCCAAGCGTCTTGCGAGAGGTCACTTCATTCGTTTCGATATTCTCAGATTTTACTTTCATAGCCGTGCGATATAGCATTTGAATTGCTTCGAATTAGAAACGGTAGCGCCTATCtGTTTTTTTTTtAGAGATTAAAGAGATTAAAATCTATAGAAACGTAGTTTTTCGACAGATAAATGCTTCTTTACTGATGTCACATATGATACGCAAAGGGAAATAGATTATAATTAATGATTGTACAATATTTAGTGATATCCCTAACAATAATCATCACGAATGAATAAATATGAATGCATAAAGCGATGTACAATGGCACATTAATTTCCTATCCATTATAAATATAATAAATGTATAAATTGTATTAATGACGAGAACGGGAGATGCGCTGATTTAATTTAAATAAAATCACCAGAGCGTCATCTTCCAAAACGGAAAATAACGGAAGCGACAGATGCTTTCGAAAGCGTCCGTGCCTCCGTCCTTTACTCATATCCAGATAAAGGCACACGTGACGCTCGTAAGATACTGCCGGAAATAAGAGCGATAAAAAGCAAGGCGAATAGTTACACGCCGGGCGACGAGGtCCTTCGAAACGCGAAAATGACGAGCCTGCGATAAAGGACCGCCATCGCGAACGGTAACGGGAGTAACCCCGTGGAATTTAGTATGATCCCCCGCGCACGGCACATCgCGATACTATCGGTTTCTCGTTACCCAGATCGGTATATTGTTATTTCAGCAGTTCTCGGACAAGGTTCACGGACATTCGATAGCGCGAAGGGGACCGGAGCTCCTGAAGAATTCAACGTAACTGGCCGATAATCGGCCTCGTAACGGCTACCCATTTTCCGCGGCACGTCTCGGGGCACCATCATCGAAACGACCTTATTTCCATGCATCCACGTTGCACCTGCTATTGCACCGTAGCCGTCACCGAACTATATCGTCGTCGAACTTATTCGATGTACGATAATCCTTACGGAAAGCTTTAAACAGCTACCTGCATGCATACTAAAGATACGTCCTTcGCTTCTGGGATCCACCTTGTATTCGCGAGACATTGCATAATTTGTATTCGGTGTAAATATGCTATCCGCGTGGCGATCGACCACCGCGAACCGCGCGGAAACTCCACAGGCGGTGCTTGaTAACGTTCCGCGAACGCAGATAAGCAAATGCCAACTTATGGCAGCAGACACTcTACGCGACTTAACAAAATCTCGTATAAACCCGAGATTTTACATGGCAGTTTAACCAAAATAAATTAAGAGAGAAAGACGGAAGAAGAGAGACAGACGACGTGCCTTGCGTCGTCGTAAGAATACGTAAAACCGTGAAATGCTCGAAATGAAGCCGTCCGtATTTTTTGCATACGCTTATATCCGAAGGGCCGCTCTCCCCTCGTAATTGCGTGTCCTCGACAAAAATCTCCTTTCCGATTTGCCTCTTAGTGCTCGCGCATTCCGTCCGCGTACGACGCTTGCAAATCGGCTGCATCGCCGGCGTCACCGGCAGAAAAACGGAGAACTTTCACGGCGAGTCTCGCGGAGCCTCGTACGGCAAAACACCGCGACGACGCCTGCCATTTTGGGCTGGCACGGGAACATAGCAGGGGCCAGGATGACGGAGGGGTGGTGATAGGAAACCCCGGGCAAAAAACaGCGCCTGCAGAGATCCGCGACGCGGCTGTTTAATTCGGGACTTCGCCCGGGGGAGGAAAAAAAaGGGCCGAGGCCGCCGGCTCCTCCTCGCGCCGCTCATGCATTATGAATAATGGAATTTAAATATACGCGAAACAGATCCCCGCTGGGCGAATTCGGCTTAGAGAGGTGGAGTGCAGCCTGGTGCCACGGTGTCGTGTTCGCATTGTTAATTGGCCGGCCGTTtCATTTtCCGTTGCGGCGGCGTAACGTGAGAGACAGCGTAACGGGAAGCGAAACGACACGGCGCGTCGAGCGTGCACAGAGAAGTTGAATTATCGAGGGaGAAAAAGGGCGCGAGGGAGGGGCAGGACGGTCAAACACTGAGAAAGCAGGCAACATCCGCGAACCCGTAAATTAATTAGGGCCAACATAATAGCTGGGAATGGCTGGTAGTGGTGGTTCGTCTTCGTGGTCCAGCTTGCGGTTCCCGAGTGCCCTCGCAGTTCGCGCGGTCATGCCTCGGAAACTACACGATACACCTTGCGTCATCCTTACACGAGGATACCTGTTTGCGATCCCCTGAGGTATTAACGAGCGTATAAGCAGACTCAAAGTACGAACACACTGCTAGTTTCGCGTGCATGTTGCTCGTCGCCGTGCAGACGAGTTAGTACTGTCGACAAAGTAGTCGTAAAGTACGTAAGAGTCTTCCTCTAGTAGCGAGGACTAATCTCCCGGTACATTAATCTATGTATATTTTATGATATACACACCTGTATTTATCGAAAGTTTATGTTTATCTCGAAAATTAACGTTAATTTTCGAGGACGCAAAAGCTGTCGCAAGTTTaTTTAATTTTGTTTGtATTTTTTTTTCTTGCTCATTTTTATTTCGAAGTATGCAAATTGAATCTCTTGGTGGCATAACGAGAATTTTCGAAGCTTAAAGGGATCTGCGTTGGCGCGAAGAGAATGGGACTTGTTTTAAACTTTTCTTTCCAACGAACACCGTTTCCTTCATTGTAACGTAAAAATGGTGAGCTTCTGCGGCGCGATTGGTCTCATCTTTCCTCTCGTATCGTTCGTCATTTTGTCCGAGAGCGTGTAGATATTGTACCCGATAGAACGGAGACGGAATCACGCTATACGGTTCCCTCCCAAATGTTCGTTCCTCACGGGCAAAAGTACAAGTAAAAGTAGGAGGGTCCGACTTTATGACCCTACGAGGCACAATAAAGGTTGATGACTACTAAACGTAGAAGAACACGTATACAGTCCGACGTAAAGTTATTTTTCAATTCCGCGGTCCTCCGCCGCAGTCGTTTTGCCTTGACGTGGAAAAGGAAATTTCCCGGGTTCTAGTCGTCCGGTCTTCTTTtCGTTCTACTGACAATACCATAtTTTCGACATAGATCGATCTCCTTTtCTCTTtCTCTCTCTCTCTCTCTCTCTCTCTTGAAAATGAAAGCGCGGAAGAGCCGGATCGTGCAACGCACAATGCGAGGCCGCTTTGTACGAGGTACGAGGAGTCCGTCATGCGCCGTAAAACGCCGGAATATGCAATACTACTTTCGCAGCGACGGGGCTTGCACGAAGTAATATCGTGAAACGTAGAACCGTTCTTTTCATACGGATATGCGGGAGAAGTTGCTCGTCCGCCCTCCGGCGCATACACGTCGCGCGAGAGTATCGTGCATCCGAAACTCTGAGATGAAACTCTTCTGTAGTCGATATTCGTCGCGATAAATAGATAAGTCTCGGATAAGGTAGAGACATCGATAATTCCGTTACGAGAATACTCGAGAATAAGATCCAAGTGAAGTGATCACGCTCCATATGGTTTCAGATTAATCTCCAATCGGCTGACGAAGGAGGATCATCCTTTTACCGGTGGAAAATAGGGTGGATTGGCGGAGCAAGAAGGCTAAACAGAGAATAAACAGGAGCTATAGCCGAACGAGGGAGAAGGTAAGTAGATGCCTCGGAGAACGTGAGCGAAAAAAGGAAACGGGTACGAGAGAAAAAGAAACGGACGGAATAGCGGCTCGGGATTCGCATCCCAAGGAAAACCAAGGCTATACCGGGGTCTTGGATTATTCGAGGCACGACGACGATCTTCGAGTCAGCCGACTGTCTGTACCGTGAAAGTGGCACGTATCGATCGCACGGCTGGATTATCTTCCACTTCGATCTACGACGATTACTTCCGCCATCGTATATCCGGGCTTTGCACTAGCGAGGCTATTTAAAAATCTGCGCTCAGTAACTACTTATGATTTTTCCATCAGAAACGATTGTGGAGAGAAAAGAGGGAAAAAAAGAGATAGACAGCCTCTGGCTCGAAATGCTAATTTCGCAATCGAGAATTAAAATGCACTTCTTTGTATCTAAATTTTCGTAGAATTAAAATAAAATTGAATAAAGCAATGAATAAATTGAATAAACTAAAATATAGCTAAATATTTTTTCCTCTATACAAGGTGAATATAATTATCAAATATTTAAGTATGTAGATTGAATTTAAACAGCCTCGGAAGAGAAAAGAATCGGATAAACGAAATGCTTTTGCCTCTATTTTCAAGCACGTGACGAATAAAATCTAGCAAAGCTTTTCGACACAATATGTCGACGCAAATGTGGTCTATTTTGGCTAATGATTATTACCGGGAGTCCCGGGCACGGTGTGTCCGCGGCGCGATAAATTAGAGCGCGAATCGACTTCCACGGCCGTTGTAGAAGGTACTTTGGCAAACGTTATTTCTTCCTGTCTCGAAGGAAGCGCCACTCGAAAACTTGGAAAAGTTCGGCCAGCTGCACGCACCGCGATCTCGGGTCCGTTCTGGCTCGGTGGCGTGCGCAGGACGGTTGTGAGACGAGAGAAAGAGAGAAAGGAGGATAGAGCGCGAGAGGGAAAGAAGAGGGAACATCCGCGTGCGTGGTTGTATATGGCGTTAATGGCGGCGAGCATAAAGCATCCCCGcGCCTGCACGCTCGACCACGGTCGTTTACAGTGCCACTATTTATGTTGATAACTTCGGAATGGAGTCAGATACACGGTACCGAGTGCCGGCGGTTCGGCGGTGGTCCGGCAGCGGTCTGGTAGCACTTGCAAAGTATGGGAGAAGAAGGGGGATGGTGGATTCGCGGATCTTTTTGGTCGTGCAAGGAAGGCGGGTCGGTTAGGGTAGGTAGAGAGGAGACGAGCCGAGTCGAGAACAAGATTCAAGCGGAAAGTTTTGCGAGTTAATGGTGCGGAGGTAATGCCGCGGCCGCAACAGCAACAGCCATCCCCCTGCTTGTGTGTTCGCTCGCTCGCTCACTtCTTCCGTTCTCTCCTCTTCGCGCTAGTTCTCTCTCTCTCTCTCTCTCTCTCTCTGtCTTTCTTGGAATAGCCGTAGAAAAAaGGAAAAGAAAGAGAGAGAAAGAACGAGACTCCTTTCTCCCCACGAATTCTCTCCTCTCTTTAAGCACACTCTCTCTTCCTGCaccCCCCCCCcTCcTCTCTCTCTCTTTCTCTCTCTATTTTCTTGTCTTCCTCACTTGCATCATCCCTCGTCCATTTCCcTCTGGAGAACGTGCCACGTTCTCACTTCCTCGTTCGTCGCTACTTTTTTTCTTCTTTAGTTGTCTCCTCTCACACCCTCGAGACGGCCCGATCTTTTCCTCGTACAGCTCCTATCACGAACAGTCGCTAACAAGTGCATCGAATGCAAGTTGCCGACAAACTTCTTCCACCGATTTGTGCTTGTTCTCTGTGCATGCGCGGGCATGTATATCTCTATTAGGCGACATCTGCTCTCAGCTTTTTCATAACGAGGTAGCGCGGATTCGCGCTCCGAGAGACTTCACGAAGCACTTCCGATCTCGCTACAGTAGAATGCGTATTGTATTTTCTTGTCTCTCTCATTTACTCTTTTCTATCTTTCGTATCTAGCGTGAATACTCCCATGAGGAATGTAGAAACCAGATTTTGAAACGGCTTCTTCGTATCTAAATTTTCTTAACTATTTGTTCCTCAAAGTCCATTTTGACGTTATAAATTTTTATTTTTTAATGAGAATGTTTTTATGTGGAGAAGAAAAGTACAACTTTTTTCAAAATGCAATTAAATTTATACAAGACTACTAAGATAAAAAAAGATGCAAATAATAATGTTCAACTTACTAACTGCTATATTATTAAGGCCAAGTTAAATTACAGATTTATGATGTTGCAGAATATAATAGAAAAGTTTCAAGAAAAAAaCATTTTAAAGCTTAAAGAGTTTGTTTTCAAACCCATCAAATTTTTTtCTCTGGCAGTGCTGCTGCTCTGCGACGTCATTTTCAAGTCGATCAATGCAAAGTTAACAAAAGTATTTCAACTTTAAAATCATGCAGAAAGTTGGGAAAAATTTGTTTTCAATTTTACTTAAATTTTAGTTACATTTTTTCTAAAAGCTTAAAATCTCCTCTTTAAAATATGTCTTTAAAAATTGAGCTATGATTTTTCTTCACCGAGTTATCGTAATTTGAAATGGCCAATCGACGTTTTCTTTTCATCACTAGGAATAATGCCGGCGGATTTAAGCTTTCAGAAGATTCCAAGCAAAGTTGAAAACAATTTGTTTGAATTCCGCATGATCTCAAAGTTGAAGCTAAAAAAATTTCACAAGACTTTAAAAGACAAAAAGTCAATGTTGCACAATCGACTTGGAAATAACGCCACTTGGAGCAGAGAAGTATTGCCGAGAAAAAGCTTCGACCGGGTTTGAAAGCAGGATCTATAGGCTTCCAAACTTTTTTTTtGAAAAATGGAGCTTTAAGGTTACTTTTCACGAAATTGTATAAATTGTGTTTTGTTGtTTTTATCATCGATTCGAAATGATCCTTTCATTTTGTTCAAGAATGTATCATTAACTTAATGCAATGATATCTTTTAATAATTCAATACTTCTTACTAATTAGATTTAGAAAAGTTTCATGAACAATTTTAGAACGGTTATTGCTAATTATTCGCCAAAAACAGACGCCTTTCTTCGAGGAGTAACAACTCAAGCTGCATTCGCGGTTGACGGCTTTCCGCGGCGCGTCGCGGTAATATGGCTCCTATTTAATTACCCGGTCCTTTGGGAGCTTAAACCAGCCAGAGCTGGAACGGCTGCGCCGTTATTCTATCTAGACTCCTTTGCTTTCTCAAGCAGGCGCGCGATCAAACCTTCTCGCATAAAAGACAATCGCAGCTGGCAGTCGACGACGCGcGGGACAGTCGAATCATGACCCGCTCCTCTCTAGTTACCGCCGTCAGTCTGCTCTACTTCCAGACGCCGCGCGTAATCTATTCGACATTAGTTGCTTGATTGCACCGTAAAATGCGACGGCGACGTGAACGAGAACGACGACGACGACGACGACGACGACAACGACGACGACAATGACAACGACGACGACGACAAGAGTGGGTTCGTCGGTGCTCGATGGCGCCTCCGATTTCAACCGCAGCACGATGCAAGCCCATTACTATCGCCCGGAGCTAAACGGCACCCGGAGCTCGTGCCATTAAGGGAATCTAGGGTCCGATCCACCTCATTGAATTCCGTTcAATTGCGATTATGATAATGCGTGAACGATCGCCGTGGACGTGAGCTACGGaCAACgAGGGTGTTCGTTCTCGGCTCAGAGAAACGCAGCGATAAAATTATCAGTGACAGCTTCATTTTTGTTACATTTGACGTTGAAAAATTTGCGAAAGAAATGTGCATTATTCAACTACATTGACAATTGTAAATCTTACATGACCTTTTATTAATATACATATATGTAAGATATATGTTCCATCTCTAGTCTCGTTCGATAATGAAGAAATTATAGCTGCAACATAGACGCCGGATTATTCGCGGGGGAAACCGTTGATTATTTGGACTCCGTGGGCTCGGGGTCTGGTTTACTTCTTCCCTTATGTCCGGAGATAATGGACACTATTACCTTAACGAGGCCCCAGTCTCTTAGCCGGTAATTGCTTCGAGATATCCGAGAGAGCTCCGGCGTACGTTGCCGCCTGGTGTTGCAGGCAGAGAACCCaGACGGTATTATTGCCGCCGAGGCTACTCGCCCGTTTCATGGTGGTTATTGTTATGGGCCTGCGGCATTAAGATGTACACCGCACTCTCATACGGGACCCACCACCCCATATACGAGCTGCATATATACTTATGCGGGGAGGATTTCATTACGCCGCTTCATAACTGGCGGTCTTCAAAATCGCGATAAATCGGGATTGTCTTCCTTGTTAAATCAGCTCCCGTTCCCCTTCCTCATATCGCTGACGAAGCCAACGAGACGGATTAATCTGCGCGATTGAATGGCCTCTATGACGTAAGCGCACCGTTTACTGGCACGGCTCCTCGTGTTCACGTGAAACGATTTGCGTCGTAAATATTTTATTTTAACATCGCAACATCAAGACAGACGAGGATCGGCTATTGCCTCGTGATCCTAAAAGGGAGATTCTCAAGGCGGAATCGGGGTAACGCGTTCGTTGATCTCGCCAAACTACGGCATCTTGAGGACTAGTCTTAGaGGAAAAAAAGACGACGAGGAGACACGGTGAGCATTAGATGAGAAAGAGACGGCGCGGCGCGGTGCGGCGGAGCGAGACGGAAAGAGATCAAATCTGGATATCAGGATTAGGGTGGGTACGTAATCCGCAGGACGACGGGTGGTAGGAACGGTGGATCCGTCGGCAGATCTCATCGCGCGGAGGAACTCTGCGGGTACTTCGCCCGGCCAAATACGACAAGAGCAGCAGCCTAACTCGAGTAGAGCCGCCGAGATGGTTTACGGCTCGTCGCAAGTTGGTGAAATTTAAGAGCGCATTTAAAACTGGTTTGGCGCGATGCCCTGCGCCTCCCTGCAGCAGGTACTGCCGGCGAGAGATACCGCTGGGCTCCGACAGGAGTTTATCGCCCTAACATTCTTGGAAAGCTTCGGATGGATTTCCCTCCTCAACCCATTTCTTCCGGCAGCACCTCAAATCGTCGCTTCTTTCGAGCTCCCTGTGTCGTCCGTTCTTTCCCCTTGCCACGAAAATTCTTCCAACAGACTCGACACCAAATCGTCACGACGATCATCGGTCAAGATACCCGGAGAAACGTCGCGGACGATGTTACCGTCAGATCGGACGCTTTTAGCTCCGCATTGGAGCTTTTTCCTCGACCGTCTCGGAGGAGATTTAGCGGACCGACAACAAATGAAGGTCATCTTTCGCGCGAGAAAGCGTCTCACCTTGATTTCCGTCTCGTTTCTCCGGAAATTGGATATCAACCGGACGAACTGTAATGTGTACGTTAAATTGCCAATTATATATATAATGTAACAGCTGATTATCTCAAGTGTCCTAAAAACCATTATACTCTTAATTTCTGTGAAAAATGGCGAAAATAAAAAAGAAACCGATCTTAATAAAGATATTCTTCCTGATAGATGCCATGACCCACGTGGAAAACTTTTTAGTTTTGTACAGTGGTATTATACGTTATCTTCCGCTGAACGTAAGACGTGCCTATCGCGCAATTTCATCGCGACGTCGTCGTATAGCGATTATGGCTACTCCATTAAAAATGAATTTTATAAAGGCAATCTTTCCAAGCGATCGTTGTAGGAGAAAAAGGCGAAAGCCGGAGCCAAAGGGGATGAGGCCACTACCTTTGGCTGATCCACTTCGAATGATAATCACCTCTAGGAGACTCAATTTCGCCCTGCTCCGCGTCCTTACCCGTTCCTATCTTCGGAAGGTTCAACGCCGCAGCGGACTGCATCTTTCACTCCCTTCGTCACCACCGCCCTATTCCTATCGCCCTCCGCGCGCCTACCGCCCCTATATCCTTCCCTTCCTTCACtCCTAGACTATTCTGAACGACCTCTTCCCCCATTCGCCAACGCTCACTCCTAACTGATTGGAGTACCAATCAATGCGGCATTCAGGCGGCCGTGCTGAAaCTTTAGGAAATTAACTATTCACTCTCTGGAAATGGTTATTTGGAAGGCCGGAAAGGCAGTCGGGACTACGTTACGGAGAATATGAGCGAAAGGATATGGGCAGACGATGACGATAGATAAGACAGTTCAATTTTCAATTAGGCGTGGACGTAGCGCGCGTAGCTCGGCTCCTACCACGATGCTTACCACGCGTCCCATACGTTAGGAGGAATCCGAGTTATCGATTGCACCTACCTCTTCTCGCGGATCTTACCGCTGGGAAATTTCGTTCGCTTAATGAGATTATTGTACTCGCCGGAAAATCCAGAtAAATTATTCTGATAACTGCGCAACGTCGCCTTCTGGTGTTTCGCGAGCCGATAACGAGCATAGTTAACCGCAGAGAAATTATACGGTCCACATGAGAGAATATATCACTTGGCgCGGGGACGGCGGGGGGGGGGgaGGGgAGACGTACGCGCCTCCAGTCGCGCaCAAAGCCACGCGCGGAGAGAAGTATTAtCCCGGTACTCTCTTTCGTTAATGGCATCGTGGTAATCAACAAAGCCGTACGAGGTAATACGAGGTATTTACAGTTACTCCGGCGCAGCAGAGGGCACCGAGCGTCGAGCGGTGGTAGGCGCATGGGCGGATTTATGCGATGTTTACACTCGCGCAAGGCTGCTAATACGGCTTTCCGACAACAACCCCCACGCCACATCGCGACTGCTCGACTGTGCCCCGCTGTTTGAAAGTGAAACTTCTGTTTGTACGCTAGTTCCAGCTAATCCCGAATATTACGCCGGCGAATCCACCGCCGCGCGTCGGGAGAACGGAAGGCGGCAGCCCAACGCTCAGAACTCTCCGCAAGGCAGAACTGGcGCCTTGAGCGAGGCGGAGAAGTTTTCACAAAGGAGAAGCGCTTCGCCAACTGCCGTGCCGAGCAAAATACATGCGCCCTCTACGAACGTTTGTATTAGACAAGAGCCAATCTTAGCTCCAGCTGGTCCATCTTACGAGAAATCTCGTCGGTTTTGATTCGCACGTCTCGAATCGTATAATAAAAACCGTTGGCCCCAACGACAGTTGTTCGCGTTTACGTTGAGCAACGTTCGACGTGTCTAGAAAACTACAATAAACGGGAGTCGAGAAACGAGATCGTTGAGAAAGGTCTGAAAGATTTCAGCCCTACTACGCCGTGCTGGTACTCCAGTGGATATGTATATACATATACGTATATGTATATGCTCACCGAGAATCCGATCTGCAGTCTCAAACAGCTATTTACCGTAACGTCGGTGGATCGTCGGTACTTTTGTAGCCAGAAGGGAAAATGGATCGGCGGAATCGCCGAGAATGCTACTGCAGTATACAAGTCCGCCGCTGTAACTCATTCACCGATAAATTTCGGCGGGCGAAGCATCGATCACAATGTTCTATTTTGCTCATTGGTGTTTTTGCCGGCGGCATTCGATTCAATTCGAGGATGCGGTGAGTCGATATATCTCTCGAGGTGTCATGAGCCGCCCGTAATGGATGGCGGCTGTTCCCTTACCCTTACTCCGAAAGGAGAGGCCGTGCCAAGAACCTACCCGGTACCCGCAACCCTCTGCTTCTGATCCTGATTTTTGTCTGCTGTCTTCTTCTTATTCCACGCATTATTCTCGCTCTTTCCCTCGCACGGCATTCGCAAAGTGGCCAACAAAGTAGTCTACGTATCTCTCCACGCGATATTTCGTAGCACATTTTCACATTTAATCGCGAGACAATCGGAATCCAAAATATTATCCGTGATATTTAATTTACAAACGTCGTTTGCGTTACCAAAAACAAAATATTTTTTGATTAATCAAATAATATCATAAAAAATTCTTTCAATGCATTTTACCTTTGATGACAGAAAAATCGCTGCCACTCGGGGAACGATGGGATGGATTTCGCGGTAGAACAAGCAAACGCGAAAGCACGCGAAAGGAAATGCACGCGCGACTGGTCCGACAAGGATATTCATAACGTGTGAACGATCACGAGCATTCAAGCTTCGGCGAATGCTAAGACGTGCGAAAATGAGGGTTAAGAAAATCTCGAATCGGGTAGATAATCCTATAGCAGTAGTGAAAATACAATAGGCTTTAATTGCCGGACTTAATTCGTAGAAATACGATTTCGATTAAATGTAACGACTCTCGTGTTTCTCAAATAAAAATGGCACTGAATATAATTGATCACTTATTGTCACTTATCAGTTATATATTAATAAAACAAGACGTTAAAAATTTAATAAGAAAAGATGAAAAAAACAcGATGTTAAAAATTtAACCCTAAAATTAAAATTTTTGTTTATATTAATTATTTTTtATTTATTTTATATTTTTGTCACTAAATTTTGCTTGTATTAAATAAAAATATAAATTTTAATAAGGAAATACGATTTAGGCAGTACTTTCCCCTATTAAGAGGAAGTACATATAGTTTCTAAGAATATTTAGAAATATTTATGCTTTGCATTTAAATAAAATAAAAATGGCGAATTTGTTGCGCTAAATTATTAGTTCTTCAAATATTATTGCAAGAATTATAATCAGTATTGTAAAGTAAATTTTACGAGTATTTTAAGAACTGTTTATGATCTAAAAGGTTATAATTTTGTAAAACGGAGGAATAATCGTCCATCTGTAATGATGCATTTACGTCACAAGAGTGACAcTTCCCTTGAAGCTCGACAGTGCTAATACGAGTTCAAGCCTCTACCATTCTCCGAAGTGAGGATCGATAGTCTAGCATCATTGGGCTCCAACGGCTGATGCGGAGGAGTCGAAGATAGAAGGTACAGAAGGGAGAGGATAGGTGGATGGTGGACGGGGACTTTCGCATGCGGAGTACTGTCGGCTTCGGTTCGCCGAAGGATTAGCATGAATGGCCATCGTCTGCGCCAGTCGAGATAGCAACACAAGCTCTCGCCTATTATTGCTCGGAGAAATTAATCGCATCCATCGCGAATTACTCCGCGATTGCTTTTCCGAGTACAACACGTCTCGCGGTCGATGGGGCAGAGACAGCGGGGAAAGTTCGTGTGATAGGCGTCGTAGTAATTATCAAACGGAACAAAAGAGCGGGCTACCTAATTACTACTTCAATTCCCATATTTATTAATTAGCAATTTATATTATAAAAATTAAAATACTATAAATTGTATATCTTTTAATTATTAACTAATGGGAGACGTTAATAAGTTTAAAACGATGACGACATTAGGAAAAATGTTGCTTTTGTAACGTTTCTAATATTCGTCATTTGAGGAACAGTCGTTACCATTCAGTTCGTATCGAGCTGGATTTGATATAATTATGAAATAGCACACAGCACCCGCTTCCCATCAACATCCCTCCTTTTCCCGAGTCCCTCGGTCTCGGAGAAACAGAAGCGTAATTCCACTCCGAATGCAGTCATTATGGAGATTTTATCAAGGCCTGTTGCCAGCTAGCTAGGCTTCAACTTAACTCGCCCATTACGGCGTTTCCTTTGTCTGCGACTTACACATCGTCATGTCCCGCAGTTCCATTCCGAGCCGAGGGGAACACTGATGAAAGAGATCCGACGATTCGCATACGACGGTTCGATTCACAATGCCGCGCATTCACACACGCGAAAGAGCTCGCGAAGGATTCTGGGATGCATCCGAAAAATAATCACGTGGGACACGAGCATCGACAGCTTGCGCTAGCACGCACGATGGAAACCGCCTGCACAGTTGGACGGATCAGCGAGAGGCGTCGTTTTACGAGGCCGATACTTGAAACGTCGTGCTGAAGTATAAAATTCTACGGGTCATGCAACTGCCAGAGTACCGATCACGCGCATACGTGTACGTAATGCGACTTTAATGCAGCATGTATTATTCAACGATACCACCCGCCGTGCGTGTCCGTCCGACAGCTCGTATACGCGTAATTACGAGCATAGTTGTTTATTGCGAATCCGGCAGTCCGCGCAACGCCTTATCCGGCGGTTATAGACGCGCGTCTCTCAACCCTCCTCGCCAAACGATCCCGATACCTATCCGCCAACCCTCTCGTCCCTCATCTCTCGTCTCTCGTCTCTCGCCATCTCGCCTCCTCGCCTCCTCGCCTCCtCGCctCcTCGCCCCGCCTCCTCTCGCGTCGACAACCCGTGAAGAATGATCGTGGAGTTTCCCTGGTTGGACAGTGACAAATAGAGTATATTCTTGCCAGCTCGGAGAAGCGTGTTTTACGCTTTGTTTACCGTTTGTCATGTTATGCAAAGGAAAGGAATTTTTGCCGGTTGCGTATTCGGCGAATCGACCCTTATCCTACGCGCATGATATGCCTGCGGTAGTTTTACATTATCGCTCGGCTGCGGCGCGGCGCGGCGCTACACAACCATTACCACTAACGATTCGGAGCGACTCCAGGAGTAAAGAGAGAAAGGCCGTAGTCGCATTTGCGGTAAATTGCGCCCATTTACTTCGATTCGCAAACGTAATTTCTGAGATtACCTCACGCTAGTGTCCAGCGATGGTAAAAGTAAGCTCTCTGACCTTCCACGTACGATCCAATATACGATAGAACAATGCATTATTCGACGGCGCGAAATTATTCATAAGCGTCACGAATTGTCCGCAGCGAACGTGGAAACGTTAAACGTTCGGATCtAGTTTGACGAATCTAGAATCGAGACAGTCGGAACCGGACCCTCTCGACTCTCGATCCGGGTGTTTCGCGCGAGGCACGTCGCAATGTTCGGAAAATTGAGGCGAGCCGCATAATACGCATATAGTCGCGTAATAATATGCATACAGGTGCATGCGTGACGACGTGACGCAACGTGACGCCCGAGCGCGGGTCGTTAGCCGTACGGtCGTTTCGCTGGCAAGTCACGCCTAATCACCGATGAATACAACAATCGCAGCATGATGGACGATCGGCAAGCAAGCCGTCCTTTATTAGCGTCGGGTACCCGGGGGCGAGGGGCGGGTGGGAGAGCGGGTGATCATATAATTAGATTAGCGCGCGCCCATCGCGCGTCGTCATCATTTTCCGCGGTGATTTTGGACCGCGCGGGAGATCGGTAACCGCCCTGCGCCGCGCCGCGTCGCGTCGCGTTGCGGCACGGCGGTTACtGTTCTCTCGatACtcGTTGGGATTGTGCTGC
CCTTTGATGTCGCAACGCAGGACGGCACAACGTTCtCTTCCGgCgTaCGAAATCATTTtGGgACACcGTCGCGcGCGGcaCGAGaTTtAATTTgCGCCGGCAACGATCgCGC
But making ituseable is hard.
Sequencing a genome is now cheap & easy.
![Page 17: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/17.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
![Page 18: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/18.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
![Page 19: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/19.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 20: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/20.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate:
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 21: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/21.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 22: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/22.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 23: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/23.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 24: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/24.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging•incorrect splitting Ya
ndel
l & E
nce
2013
NR
G
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 25: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/25.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging•incorrect splitting
Visual inspection... and manual fixing required.
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 26: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/26.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging•incorrect splitting
Visual inspection... and manual fixing required.
1 gene = 20 minutes to 3 days
Yand
ell &
Enc
e 20
13 N
RG
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 27: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/27.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging•incorrect splitting
Visual inspection... and manual fixing required.
1 gene = 20 minutes to 3 days
15,000 genes * 20 species = impossible. Ya
ndel
l & E
nce
2013
NR
G
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 28: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/28.jpg)
Monica Dragan https://github.com/monicadragan/GeneValidator
![Page 29: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/29.jpg)
Monica Dragan https://github.com/monicadragan/GeneValidator
![Page 30: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/30.jpg)
Monica Dragan https://github.com/monicadragan/GeneValidator
![Page 31: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/31.jpg)
Gene predictionDozens of software algorithms: dozens of predictions
20% failure rate: •missing pieces•extra pieces•incorrect merging•incorrect splitting
Visual inspection... and manual fixing required.
1 gene = 20 minutes to 3 days
15,000 genes * 20 species = impossible. Ya
ndel
l & E
nce
2013
NR
G
GTCTACAATGCGATTGTAAAATAGCACGAgAGGTGCATATGATGAACGACTATGTTCCACAACCACAGCTCATATATAACATGATTTtGTTTGCCGAATTCATACACGCATTACAACACACATTGAATTCAATAATAATATCAAATTCACATTCAAAGCTTTCAAGTTAGACAAAAGTTTTAATGCCGTTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTTATTTATTGTTCATTGTTTGTTCTTTATTTTGTTATTTGTAAATAATGAAA
Evidence
Evidence
Consensus:
![Page 32: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/32.jpg)
http://afra.sbcs.qmul.ac.ukAnurag Priyam
Crowd-sourcing the visual inspection + correction.
![Page 33: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/33.jpg)
Begin
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Being curated
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Being curated
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Submit Submit Submit
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http://afra.sbcs.qmul.ac.ukAnurag Priyam
Crowd-sourcing the visual inspection + correction.
![Page 34: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/34.jpg)
Begin
EĞĞĚƐ�ĐƵƌĂƟŽŶ
�ƌĞĂƚĞ�ŝŶŝƟĂů�ƚĂƐŬƐ
Being curated
Curate
Being curated
Curate
Being curated
Curate
Submit Submit Submit
�ƵƚŽͲĐŚĞĐŬ
�ŽŶĞ
/ŶĐŽŶƐŝƐƚ
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http://afra.sbcs.qmul.ac.ukAnurag Priyam
Crowd-sourcing the visual inspection + correction.
Scientific software + Facebook + Points + Badges + Redundancy
![Page 35: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/35.jpg)
![Page 36: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/36.jpg)
My aim is to make bioinformatics software:
![Page 37: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/37.jpg)
My aim is to make bioinformatics software:
Shared
![Page 38: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/38.jpg)
My aim is to make bioinformatics software:
Shared
Robust
![Page 39: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/39.jpg)
My aim is to make bioinformatics software:
Shared
Robust
User-friendly
![Page 40: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/40.jpg)
With the fellowship I will:
![Page 41: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/41.jpg)
With the fellowship I will:
• Organize a local Software-Carpentry-type event.
![Page 42: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/42.jpg)
With the fellowship I will:
• Organize a local Software-Carpentry-type event.
• Include software & reproducibility best practices on two new MSc & existing BSc.
![Page 43: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/43.jpg)
With the fellowship I will:
• Organize a local Software-Carpentry-type event.
• Include software & reproducibility best practices on two new MSc & existing BSc.
• Promote/lobby in line with SSI’s mission (internally/talks/conf//networking/publications/web).
![Page 44: 2013 11-13-SoftwareSustainabilityInstitute@Manchester](https://reader034.fdocuments.net/reader034/viewer/2022051819/54c854a74a79591c178b45b5/html5/thumbnails/44.jpg)
With the fellowship I will:
• Organize a local Software-Carpentry-type event.
• Include software & reproducibility best practices on two new MSc & existing BSc.
• Promote/lobby in line with SSI’s mission (internally/talks/conf//networking/publications/web).
• Seek funds to create great sustainable bioinformatics software.