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Ant genomics &
Bioinformatics for emerging
model organisms
@yannick__

http://yannick.poulet.org
© Alex Wild & others
Animal biomass (Brazilian rainforest)

Soil fauna excluding
earthworms,
ants & termites
Spiders
Earthworms
Mammals
Ants & termites
Other insects

Birds
Reptiles
Amphibians

from Fittkau & Klinge 1973
454
Illumina
Solid...
454
Illumina
Solid...
454
Illumina
Solid...

This changes
everything.
Any lab can
sequence
anything!

454
Illumina
Solid...

This changes
everything.
Major questions
Major questions
Which genes are involved in social
behaviour?
Major questions
Which genes are involved in social
behaviour?
Which genes make it possible for
queens to live up to 30 years?
We need great tools.
Tools for genomics work on
emerging model organisms
Tools for genomics work on
emerging model organisms

Antgenomes.org
Tools for genomics work on
emerging model organisms

Antgenomes.org
SequenceServer.com
BLAST made easy
ACGACACGGCGCGTCGAGCGTGCACAGAGAAGTTGAATTATCGAGGGaGAAAAAGGGCGCGAGGGAGGGGCAGGACGGTCAAACACTGAGAAAGCAGGCAACATCCGCGAACCCGTAAATTAATTAGGGCCAACATAATAG
CTGGGAATGGCTGGTAGTGGTGGTTCGTCTTCGTGGTCCAGCTTGCGGTTCCCGAGTGCCCTCGCAGTTCGCGCGGTCATGCCTCGGAAACTACACGATACACCTTGCGTCATCCTTACACGAGGATACCTGTTTGCGATC
CCCTGAGGTATTAACGAGCGTATAAGCAGACTCAAAGTACGAACACACTGCTAGTTTCGCGTGCATGTTGCTCGTCGCCGTGCAGACGAGTTAGTACTGTCGACAAAGTAGTCGTAAAGTACGTAAGAGTCTTCCTCTAGT
AGCGAGGACTAATCTCCCGGTACATTAATCTATGTATATTTTATGATATACACACCTGTATTTATCGAAAGTTTATGTTTATCTCGAAAATTAACGTTAATTTTCGAGGACGCAAAAGCTGTCGCAAGTTTaTTTAATTTT
GTTTGtATTTTTTTTTCTTGCTCATTTTTATTTCGAAGTATGCAAATTGAATCTCTTGGTGGCATAACGAGAATTTTCGAAGCTTAAAGGGATCTGCGTTGGCGCGAAGAGAATGGGACTTGTTTTAAACTTTTCTTTCCA
ACGAACACCGTTTCCTTCATTGTAACGTAAAAATGGTGAGCTTCTGCGGCGCGATTGGTCTCATCTTTCCTCTCGTATCGTTCGTCATTTTGTCCGAGAGCGTGTAGATATTGTACCCGATAGAACGGAGACGGAATCACG
CTATACGGTTCCCTCCCAAATGTTCGTTCCTCACGGGCAAAAGTACAAGTAAAAGTAGGAGGGTCCGACTTTATGACCCTACGAGGCACAATAAAGGTTGATGACTACTAAACGTAGAAGAACACGTATACAGTCCGACGT
AAAGTTATTTTTCAATTCCGCGGTCCTCCGCCGCAGTCGTTTTGCCTTGACGTGGAAAAGGAAATTTCCCGGGTTCTAGTCGTCCGGTCTTCTTTtCGTTCTACTGACAATACCATAtTTTCGACATAGATCGATCTCCTT
TtCTCTTtCTCTCTCTCTCTCTCTCTCTCTCTTGAAAATGAAAGCGCGGAAGAGCCGGATCGTGCAACGCACAATGCGAGGCCGCTTTGTACGAGGTACGAGGAGTCCGTCATGCGCCGTAAAACGCCGGAATATGCAATA
CTACTTTCGCAGCGACGGGGCTTGCACGAAGTAATATCGTGAAACGTAGAACCGTTCTTTTCATACGGATATGCGGGAGAAGTTGCTCGTCCGCCCTCCGGCGCATACACGTCGCGCGAGAGTATCGTGCATCCGAAACTC
TGAGATGAAACTCTTCTGTAGTCGATATTCGTCGCGATAAATAGATAAGTCTCGGATAAGGTAGAGACATCGATAATTCCGTTACGAGAATACTCGAGAATAAGATCCAAGTGAAGTGATCACGCTCCATATGGTTTCAGA
TTAATCTCCAATCGGCTGACGAAGGAGGATCATCCTTTTACCGGTGGAAAATAGGGTGGATTGGCGGAGCAAGAAGGCTAAACAGAGAATAAACAGGAGCTATAGCCGAACGAGGGAGAAGGTAAGTAGATGCCTCGGAGA
ACGTGAGCGAAAAAAGGAAACGGGTACGAGAGAAAAAGAAACGGACGGAATAGCGGCTCGGGATTCGCATCCCAAGGAAAACCAAGGCTATACCGGGGTCTTGGATTATTCGAGGCACGACGACGATCTTCGAGTCAGCCG
ACTGTCTGTACCGTGAAAGTGGCACGTATCGATCGCACGGCTGGATTATCTTCCACTTCGATCTACGACGATTACTTCCGCCATCGTATATCCGGGCTTTGCACTAGCGAGGCTATTTAAAAATCTGCGCTCAGTAACTAC
TTATGATTTTTCCATCAGAAACGATTGTGGAGAGAAAAGAGGGAAAAAAAGAGATAGACAGCCTCTGGCTCGAAATGCTAATTTCGCAATCGAGAATTAAAATGCACTTCTTTGTATCTAAATTTTCGTAGAATTAAAATA
AAATTGAATAAAGCAATGAATAAATTGAATAAACTAAAATATAGCTAAATATTTTTTCCTCTATACAAGGTGAATATAATTATCAAATATTTAAGTATGTAGATTGAATTTAAACAGCCTCGGAAGAGAAAAGAATCGGAT
AAACGAAATGCTTTTGCCTCTATTTTCAAGCACGTGACGAATAAAATCTAGCAAAGCTTTTCGACACAATATGTCGACGCAAATGTGGTCTATTTTGGCTAATGATTATTACCGGGAGTCCCGGGCACGGTGTGTCCGCGG
CGCGATAAATTAGAGCGCGAATCGACTTCCACGGCCGTTGTAGAAGGTACTTTGGCAAACGTTATTTCTTCCTGTCTCGAAGGAAGCGCCACTCGAAAACTTGGAAAAGTTCGGCCAGCTGCACGCACCGCGATCTCGGGT
CCGTTCTGGCTCGGTGGCGTGCGCAGGACGGTTGTGAGACGAGAGAAAGAGAGAAAGGAGGATAGAGCGCGAGAGGGAAAGAAGAGGGAACATCCGCGTGCGTGGTTGTATATGGCGTTAATGGCGGCGAGCATAAAGCAT
CCCCGcGCCTGCACGCTCGACCACGGTCGTTTACAGTGCCACTATTTATGTTGATAACTTCGGAATGGAGTCAGATACACGGTACCGAGTGCCGGCGGTTCGGCGGTGGTCCGGCAGCGGTCTGGTAGCACTTGCAAAGTA
TGGGAGAAGAAGGGGGATGGTGGATTCGCGGATCTTTTTGGTCGTGCAAGGAAGGCGGGTCGGTTAGGGTAGGTAGAGAGGAGACGAGCCGAGTCGAGAACAAGATTCAAGCGGAAAGTTTTGCGAGTTAATGGTGCGGAG
GTAATGCCGCGGCCGCAACAGCAACAGCCATCCCCCTGCTTGTGTGTTCGCTCGCTCGCTCACTtCTTCCGTTCTCTCCTCTTCGCGCTAGTTCTCTCTCTCTCTCTCTCTCTCTCTCTGtCTTTCTTGGAATAGCCGTAG
AAAAAaGGAAAAGAAAGAGAGAGAAAGAACGAGACTCCTTTCTCCCCACGAATTCTCTCCTCTCTTTAAGCACACTCTCTCTTCCTGCaccCCCCCCCcTCcTCTCTCTCTCTTTCTCTCTCTATTTTCTTGTCTTCCTCA
CTTGCATCATCCCTCGTCCATTTCCcTCTGGAGAACGTGCCACGTTCTCACTTCCTCGTTCGTCGCTACTTTTTTTCTTCTTTAGTTGTCTCCTCTCACACCCTCGAGACGGCCCGATCTTTTCCTCGTACAGCTCCTATC
ACGAACAGTCGCTAACAAGTGCATCGAATGCAAGTTGCCGACAAACTTCTTCCACCGATTTGTGCTTGTTCTCTGTGCATGCGCGGGCATGTATATCTCTATTAGGCGACATCTGCTCTCAGCTTTTTCATAACGAGGTAG
CGCGGATTCGCGCTCCGAGAGACTTCACGAAGCACTTCCGATCTCGCTACAGTAGAATGCGTATTGTATTTTCTTGTCTCTCTCATTTACTCTTTTCTATCTTTCGTATCTAGCGTGAATACTCCCATGAGGAATGTAGAA
ACCAGATTTTGAAACGGCTTCTTCGTATCTAAATTTTCTTAACTATTTGTTCCTCAAAGTCCATTTTGACGTTATAAATTTTTATTTTTTAATGAGAATGTTTTTATGTGGAGAAGAAAAGTACAACTTTTTTCAAAATGC
AATTAAATTTATACAAGACTACTAAGATAAAAAAAGATGCAAATAATAATGTTCAACTTACTAACTGCTATATTATTAAGGCCAAGTTAAATTACAGATTTATGATGTTGCAGAATATAATAGAAAAGTTTCAAGAAAAAA
aCATTTTAAAGCTTAAAGAGTTTGTTTTCAAACCCATCAAATTTTTTtCTCTGGCAGTGCTGCTGCTCTGCGACGTCATTTTCAAGTCGATCAATGCAAAGTTAACAAAAGTATTTCAACTTTAAAATCATGCAGAAAGTT
GGGAAAAATTTGTTTTCAATTTTACTTAAATTTTAGTTACATTTTTTCTAAAAGCTTAAAATCTCCTCTTTAAAATATGTCTTTAAAAATTGAGCTATGATTTTTCTTCACCGAGTTATCGTAATTTGAAATGGCCAATCG
ACGTTTTCTTTTCATCACTAGGAATAATGCCGGCGGATTTAAGCTTTCAGAAGATTCCAAGCAAAGTTGAAAACAATTTGTTTGAATTCCGCATGATCTCAAAGTTGAAGCTAAAAAAATTTCACAAGACTTTAAAAGACA
AAAAGTCAATGTTGCACAATCGACTTGGAAATAACGCCACTTGGAGCAGAGAAGTATTGCCGAGAAAAAGCTTCGACCGGGTTTGAAAGCAGGATCTATAGGCTTCCAAACTTTTTTTTtGAAAAATGGAGCTTTAAGGTT
ACTTTTCACGAAATTGTATAAATTGTGTTTTGTTGtTTTTATCATCGATTCGAAATGATCCTTTCATTTTGTTCAAGAATGTATCATTAACTTAATGCAATGATATCTTTTAATAATTCAATACTTCTTACTAATTAGATT
TAGAAAAGTTTCATGAACAATTTTAGAACGGTTATTGCTAATTATTCGCCAAAAACAGACGCCTTTCTTCGAGGAGTAACAACTCAAGCTGCATTCGCGGTTGACGGCTTTCCGCGGCGCGTCGCGGTAATATGGCTCCTA
TTTAATTACCCGGTCCTTTGGGAGCTTAAACCAGCCAGAGCTGGAACGGCTGCGCCGTTATTCTATCTAGACTCCTTTGCTTTCTCAAGCAGGCGCGCGATCAAACCTTCTCGCATAAAAGACAATCGCAGCTGGCAGTCG
ACGACGCGcGGGACAGTCGAATCATGACCCGCTCCTCTCTAGTTACCGCCGTCAGTCTGCTCTACTTCCAGACGCCGCGCGTAATCTATTCGACATTAGTTGCTTGATTGCACCGTAAAATGCGACGGCGACGTGAACGAG
AACGACGACGACGACGACGACGACGACAACGACGACGACAATGACAACGACGACGACGACAAGAGTGGGTTCGTCGGTGCTCGATGGCGCCTCCGATTTCAACCGCAGCACGATGCAAGCCCATTACTATCGCCCGGAGCT
AAACGGCACCCGGAGCTCGTGCCATTAAGGGAATCTAGGGTCCGATCCACCTCATTGAATTCCGTTcAATTGCGATTATGATAATGCGTGAACGATCGCCGTGGACGTGAGCTACGGaCAACgAGGGTGTTCGTTCTCGGC
TCAGAGAAACGCAGCGATAAAATTATCAGTGACAGCTTCATTTTTGTTACATTTGACGTTGAAAAATTTGCGAAAGAAATGTGCATTATTCAACTACATTGACAATTGTAAATCTTACATGACCTTTTATTAATATACATA
TATGTAAGATATATGTTCCATCTCTAGTCTCGTTCGATAATGAAGAAATTATAGCTGCAACATAGACGCCGGATTATTCGCGGGGGAAACCGTTGATTATTTGGACTCCGTGGGCTCGGGGTCTGGTTTACTTCTTCCCTT
ATGTCCGGAGATAATGGACACTATTACCTTAACGAGGCCCCAGTCTCTTAGCCGGTAATTGCTTCGAGATATCCGAGAGAGCTCCGGCGTACGTTGCCGCCTGGTGTTGCAGGCAGAGAACCCaGACGGTATTATTGCCGC
CGAGGCTACTCGCCCGTTTCATGGTGGTTATTGTTATGGGCCTGCGGCATTAAGATGTACACCGCACTCTCATACGGGACCCACCACCCCATATACGAGCTGCATATATACTTATGCGGGGAGGATTTCATTACGCCGCTT
CATAACTGGCGGTCTTCAAAATCGCGATAAATCGGGATTGTCTTCCTTGTTAAATCAGCTCCCGTTCCCCTTCCTCATATCGCTGACGAAGCCAACGAGACGGATTAATCTGCGCGATTGAATGGCCTCTATGACGTAAGC
GCACCGTTTACTGGCACGGCTCCTCGTGTTCACGTGAAACGATTTGCGTCGTAAATATTTTATTTTAACATCGCAACATCAAGACAGACGAGGATCGGCTATTGCCTCGTGATCCTAAAAGGGAGATTCTCAAGGCGGAAT
CGGGGTAACGCGTTCGTTGATCTCGCCAAACTACGGCATCTTGAGGACTAGTCTTAGaGGAAAAAAAGACGACGAGGAGACACGGTGAGCATTAGATGAGAAAGAGACGGCGCGGCGCGGTGCGGCGGAGCGAGACGGAAA
GAGATCAAATCTGGATATCAGGATTAGGGTGGGTACGTAATCCGCAGGACGACGGGTGGTAGGAACGGTGGATCCGTCGGCAGATCTCATCGCGCGGAGGAACTCTGCGGGTACTTCGCCCGGCCAAATACGACAAGAGCA
GCAGCCTAACTCGAGTAGAGCCGCCGAGATGGTTTACGGCTCGTCGCAAGTTGGTGAAATTTAAGAGCGCATTTAAAACTGGTTTGGCGCGATGCCCTGCGCCTCCCTGCAGCAGGTACTGCCGGCGAGAGATACCGCTGG
GCTCCGACAGGAGTTTATCGCCCTAACATTCTTGGAAAGCTTCGGATGGATTTCCCTCCTCAACCCATTTCTTCCGGCAGCACCTCAAATCGTCGCTTCTTTCGAGCTCCCTGTGTCGTCCGTTCTTTCCCCTTGCCACGA
AAATTCTTCCAACAGACTCGACACCAAATCGTCACGACGATCATCGGTCAAGATACCCGGAGAAACGTCGCGGACGATGTTACCGTCAGATCGGACGCTTTTAGCTCCGCATTGGAGCTTTTTCCTCGACCGTCTCGGAGG
AGATTTAGCGGACCGACAACAAATGAAGGTCATCTTTCGCGCGAGAAAGCGTCTCACCTTGATTTCCGTCTCGTTTCTCCGGAAATTGGATATCAACCGGACGAACTGTAATGTGTACGTTAAATTGCCAATTATATATAT
AATGTAACAGCTGATTATCTCAAGTGTCCTAAAAACCATTATACTCTTAATTTCTGTGAAAAATGGCGAAAATAAAAAAGAAACCGATCTTAATAAAGATATTCTTCCTGATAGATGCCATGACCCACGTGGAAAACTTTT
TAGTTTTGTACAGTGGTATTATACGTTATCTTCCGCTGAACGTAAGACGTGCCTATCGCGCAATTTCATCGCGACGTCGTCGTATAGCGATTATGGCTACTCCATTAAAAATGAATTTTATAAAGGCAATCTTTCCAAGCG
ATCGTTGTAGGAGAAAAAGGCGAAAGCCGGAGCCAAAGGGGATGAGGCCACTACCTTTGGCTGATCCACTTCGAATGATAATCACCTCTAGGAGACTCAATTTCGCCCTGCTCCGCGTCCTTACCCGTTCCTATCTTCGGA
AGGTTCAACGCCGCAGCGGACTGCATCTTTCACTCCCTTCGTCACCACCGCCCTATTCCTATCGCCCTCCGCGCGCCTACCGCCCCTATATCCTTCCCTTCCTTCACtCCTAGACTATTCTGAACGACCTCTTCCCCCATT
CGCCAACGCTCACTCCTAACTGATTGGAGTACCAATCAATGCGGCATTCAGGCGGCCGTGCTGAAaCTTTAGGAAATTAACTATTCACTCTCTGGAAATGGTTATTTGGAAGGCCGGAAAGGCAGTCGGGACTACGTTACG

Sequencing a genome is
now cheap & easy.
ACGACACGGCGCGTCGAGCGTGCACAGAGAAGTTGAATTATCGAGGGaGAAAAAGGGCGCGAGGGAGGGGCAGGACGGTCAAACACTGAGAAAGCAGGCAACATCCGCGAACCCGTAAATTAATTAGGGCCAACATAATAG
CTGGGAATGGCTGGTAGTGGTGGTTCGTCTTCGTGGTCCAGCTTGCGGTTCCCGAGTGCCCTCGCAGTTCGCGCGGTCATGCCTCGGAAACTACACGATACACCTTGCGTCATCCTTACACGAGGATACCTGTTTGCGATC
CCCTGAGGTATTAACGAGCGTATAAGCAGACTCAAAGTACGAACACACTGCTAGTTTCGCGTGCATGTTGCTCGTCGCCGTGCAGACGAGTTAGTACTGTCGACAAAGTAGTCGTAAAGTACGTAAGAGTCTTCCTCTAGT
AGCGAGGACTAATCTCCCGGTACATTAATCTATGTATATTTTATGATATACACACCTGTATTTATCGAAAGTTTATGTTTATCTCGAAAATTAACGTTAATTTTCGAGGACGCAAAAGCTGTCGCAAGTTTaTTTAATTTT
GTTTGtATTTTTTTTTCTTGCTCATTTTTATTTCGAAGTATGCAAATTGAATCTCTTGGTGGCATAACGAGAATTTTCGAAGCTTAAAGGGATCTGCGTTGGCGCGAAGAGAATGGGACTTGTTTTAAACTTTTCTTTCCA
ACGAACACCGTTTCCTTCATTGTAACGTAAAAATGGTGAGCTTCTGCGGCGCGATTGGTCTCATCTTTCCTCTCGTATCGTTCGTCATTTTGTCCGAGAGCGTGTAGATATTGTACCCGATAGAACGGAGACGGAATCACG
CTATACGGTTCCCTCCCAAATGTTCGTTCCTCACGGGCAAAAGTACAAGTAAAAGTAGGAGGGTCCGACTTTATGACCCTACGAGGCACAATAAAGGTTGATGACTACTAAACGTAGAAGAACACGTATACAGTCCGACGT
AAAGTTATTTTTCAATTCCGCGGTCCTCCGCCGCAGTCGTTTTGCCTTGACGTGGAAAAGGAAATTTCCCGGGTTCTAGTCGTCCGGTCTTCTTTtCGTTCTACTGACAATACCATAtTTTCGACATAGATCGATCTCCTT
TtCTCTTtCTCTCTCTCTCTCTCTCTCTCTCTTGAAAATGAAAGCGCGGAAGAGCCGGATCGTGCAACGCACAATGCGAGGCCGCTTTGTACGAGGTACGAGGAGTCCGTCATGCGCCGTAAAACGCCGGAATATGCAATA
CTACTTTCGCAGCGACGGGGCTTGCACGAAGTAATATCGTGAAACGTAGAACCGTTCTTTTCATACGGATATGCGGGAGAAGTTGCTCGTCCGCCCTCCGGCGCATACACGTCGCGCGAGAGTATCGTGCATCCGAAACTC
TGAGATGAAACTCTTCTGTAGTCGATATTCGTCGCGATAAATAGATAAGTCTCGGATAAGGTAGAGACATCGATAATTCCGTTACGAGAATACTCGAGAATAAGATCCAAGTGAAGTGATCACGCTCCATATGGTTTCAGA
TTAATCTCCAATCGGCTGACGAAGGAGGATCATCCTTTTACCGGTGGAAAATAGGGTGGATTGGCGGAGCAAGAAGGCTAAACAGAGAATAAACAGGAGCTATAGCCGAACGAGGGAGAAGGTAAGTAGATGCCTCGGAGA
ACGTGAGCGAAAAAAGGAAACGGGTACGAGAGAAAAAGAAACGGACGGAATAGCGGCTCGGGATTCGCATCCCAAGGAAAACCAAGGCTATACCGGGGTCTTGGATTATTCGAGGCACGACGACGATCTTCGAGTCAGCCG
ACTGTCTGTACCGTGAAAGTGGCACGTATCGATCGCACGGCTGGATTATCTTCCACTTCGATCTACGACGATTACTTCCGCCATCGTATATCCGGGCTTTGCACTAGCGAGGCTATTTAAAAATCTGCGCTCAGTAACTAC
TTATGATTTTTCCATCAGAAACGATTGTGGAGAGAAAAGAGGGAAAAAAAGAGATAGACAGCCTCTGGCTCGAAATGCTAATTTCGCAATCGAGAATTAAAATGCACTTCTTTGTATCTAAATTTTCGTAGAATTAAAATA
AAATTGAATAAAGCAATGAATAAATTGAATAAACTAAAATATAGCTAAATATTTTTTCCTCTATACAAGGTGAATATAATTATCAAATATTTAAGTATGTAGATTGAATTTAAACAGCCTCGGAAGAGAAAAGAATCGGAT
AAACGAAATGCTTTTGCCTCTATTTTCAAGCACGTGACGAATAAAATCTAGCAAAGCTTTTCGACACAATATGTCGACGCAAATGTGGTCTATTTTGGCTAATGATTATTACCGGGAGTCCCGGGCACGGTGTGTCCGCGG
CGCGATAAATTAGAGCGCGAATCGACTTCCACGGCCGTTGTAGAAGGTACTTTGGCAAACGTTATTTCTTCCTGTCTCGAAGGAAGCGCCACTCGAAAACTTGGAAAAGTTCGGCCAGCTGCACGCACCGCGATCTCGGGT
CCGTTCTGGCTCGGTGGCGTGCGCAGGACGGTTGTGAGACGAGAGAAAGAGAGAAAGGAGGATAGAGCGCGAGAGGGAAAGAAGAGGGAACATCCGCGTGCGTGGTTGTATATGGCGTTAATGGCGGCGAGCATAAAGCAT
CCCCGcGCCTGCACGCTCGACCACGGTCGTTTACAGTGCCACTATTTATGTTGATAACTTCGGAATGGAGTCAGATACACGGTACCGAGTGCCGGCGGTTCGGCGGTGGTCCGGCAGCGGTCTGGTAGCACTTGCAAAGTA
TGGGAGAAGAAGGGGGATGGTGGATTCGCGGATCTTTTTGGTCGTGCAAGGAAGGCGGGTCGGTTAGGGTAGGTAGAGAGGAGACGAGCCGAGTCGAGAACAAGATTCAAGCGGAAAGTTTTGCGAGTTAATGGTGCGGAG
GTAATGCCGCGGCCGCAACAGCAACAGCCATCCCCCTGCTTGTGTGTTCGCTCGCTCGCTCACTtCTTCCGTTCTCTCCTCTTCGCGCTAGTTCTCTCTCTCTCTCTCTCTCTCTCTCTGtCTTTCTTGGAATAGCCGTAG
AAAAAaGGAAAAGAAAGAGAGAGAAAGAACGAGACTCCTTTCTCCCCACGAATTCTCTCCTCTCTTTAAGCACACTCTCTCTTCCTGCaccCCCCCCCcTCcTCTCTCTCTCTTTCTCTCTCTATTTTCTTGTCTTCCTCA
CTTGCATCATCCCTCGTCCATTTCCcTCTGGAGAACGTGCCACGTTCTCACTTCCTCGTTCGTCGCTACTTTTTTTCTTCTTTAGTTGTCTCCTCTCACACCCTCGAGACGGCCCGATCTTTTCCTCGTACAGCTCCTATC
ACGAACAGTCGCTAACAAGTGCATCGAATGCAAGTTGCCGACAAACTTCTTCCACCGATTTGTGCTTGTTCTCTGTGCATGCGCGGGCATGTATATCTCTATTAGGCGACATCTGCTCTCAGCTTTTTCATAACGAGGTAG
CGCGGATTCGCGCTCCGAGAGACTTCACGAAGCACTTCCGATCTCGCTACAGTAGAATGCGTATTGTATTTTCTTGTCTCTCTCATTTACTCTTTTCTATCTTTCGTATCTAGCGTGAATACTCCCATGAGGAATGTAGAA
ACCAGATTTTGAAACGGCTTCTTCGTATCTAAATTTTCTTAACTATTTGTTCCTCAAAGTCCATTTTGACGTTATAAATTTTTATTTTTTAATGAGAATGTTTTTATGTGGAGAAGAAAAGTACAACTTTTTTCAAAATGC
AATTAAATTTATACAAGACTACTAAGATAAAAAAAGATGCAAATAATAATGTTCAACTTACTAACTGCTATATTATTAAGGCCAAGTTAAATTACAGATTTATGATGTTGCAGAATATAATAGAAAAGTTTCAAGAAAAAA
aCATTTTAAAGCTTAAAGAGTTTGTTTTCAAACCCATCAAATTTTTTtCTCTGGCAGTGCTGCTGCTCTGCGACGTCATTTTCAAGTCGATCAATGCAAAGTTAACAAAAGTATTTCAACTTTAAAATCATGCAGAAAGTT
GGGAAAAATTTGTTTTCAATTTTACTTAAATTTTAGTTACATTTTTTCTAAAAGCTTAAAATCTCCTCTTTAAAATATGTCTTTAAAAATTGAGCTATGATTTTTCTTCACCGAGTTATCGTAATTTGAAATGGCCAATCG
ACGTTTTCTTTTCATCACTAGGAATAATGCCGGCGGATTTAAGCTTTCAGAAGATTCCAAGCAAAGTTGAAAACAATTTGTTTGAATTCCGCATGATCTCAAAGTTGAAGCTAAAAAAATTTCACAAGACTTTAAAAGACA
AAAAGTCAATGTTGCACAATCGACTTGGAAATAACGCCACTTGGAGCAGAGAAGTATTGCCGAGAAAAAGCTTCGACCGGGTTTGAAAGCAGGATCTATAGGCTTCCAAACTTTTTTTTtGAAAAATGGAGCTTTAAGGTT
ACTTTTCACGAAATTGTATAAATTGTGTTTTGTTGtTTTTATCATCGATTCGAAATGATCCTTTCATTTTGTTCAAGAATGTATCATTAACTTAATGCAATGATATCTTTTAATAATTCAATACTTCTTACTAATTAGATT
TAGAAAAGTTTCATGAACAATTTTAGAACGGTTATTGCTAATTATTCGCCAAAAACAGACGCCTTTCTTCGAGGAGTAACAACTCAAGCTGCATTCGCGGTTGACGGCTTTCCGCGGCGCGTCGCGGTAATATGGCTCCTA
TTTAATTACCCGGTCCTTTGGGAGCTTAAACCAGCCAGAGCTGGAACGGCTGCGCCGTTATTCTATCTAGACTCCTTTGCTTTCTCAAGCAGGCGCGCGATCAAACCTTCTCGCATAAAAGACAATCGCAGCTGGCAGTCG
ACGACGCGcGGGACAGTCGAATCATGACCCGCTCCTCTCTAGTTACCGCCGTCAGTCTGCTCTACTTCCAGACGCCGCGCGTAATCTATTCGACATTAGTTGCTTGATTGCACCGTAAAATGCGACGGCGACGTGAACGAG
AACGACGACGACGACGACGACGACGACAACGACGACGACAATGACAACGACGACGACGACAAGAGTGGGTTCGTCGGTGCTCGATGGCGCCTCCGATTTCAACCGCAGCACGATGCAAGCCCATTACTATCGCCCGGAGCT
AAACGGCACCCGGAGCTCGTGCCATTAAGGGAATCTAGGGTCCGATCCACCTCATTGAATTCCGTTcAATTGCGATTATGATAATGCGTGAACGATCGCCGTGGACGTGAGCTACGGaCAACgAGGGTGTTCGTTCTCGGC
TCAGAGAAACGCAGCGATAAAATTATCAGTGACAGCTTCATTTTTGTTACATTTGACGTTGAAAAATTTGCGAAAGAAATGTGCATTATTCAACTACATTGACAATTGTAAATCTTACATGACCTTTTATTAATATACATA
TATGTAAGATATATGTTCCATCTCTAGTCTCGTTCGATAATGAAGAAATTATAGCTGCAACATAGACGCCGGATTATTCGCGGGGGAAACCGTTGATTATTTGGACTCCGTGGGCTCGGGGTCTGGTTTACTTCTTCCCTT
ATGTCCGGAGATAATGGACACTATTACCTTAACGAGGCCCCAGTCTCTTAGCCGGTAATTGCTTCGAGATATCCGAGAGAGCTCCGGCGTACGTTGCCGCCTGGTGTTGCAGGCAGAGAACCCaGACGGTATTATTGCCGC
CGAGGCTACTCGCCCGTTTCATGGTGGTTATTGTTATGGGCCTGCGGCATTAAGATGTACACCGCACTCTCATACGGGACCCACCACCCCATATACGAGCTGCATATATACTTATGCGGGGAGGATTTCATTACGCCGCTT
CATAACTGGCGGTCTTCAAAATCGCGATAAATCGGGATTGTCTTCCTTGTTAAATCAGCTCCCGTTCCCCTTCCTCATATCGCTGACGAAGCCAACGAGACGGATTAATCTGCGCGATTGAATGGCCTCTATGACGTAAGC
GCACCGTTTACTGGCACGGCTCCTCGTGTTCACGTGAAACGATTTGCGTCGTAAATATTTTATTTTAACATCGCAACATCAAGACAGACGAGGATCGGCTATTGCCTCGTGATCCTAAAAGGGAGATTCTCAAGGCGGAAT
CGGGGTAACGCGTTCGTTGATCTCGCCAAACTACGGCATCTTGAGGACTAGTCTTAGaGGAAAAAAAGACGACGAGGAGACACGGTGAGCATTAGATGAGAAAGAGACGGCGCGGCGCGGTGCGGCGGAGCGAGACGGAAA
GAGATCAAATCTGGATATCAGGATTAGGGTGGGTACGTAATCCGCAGGACGACGGGTGGTAGGAACGGTGGATCCGTCGGCAGATCTCATCGCGCGGAGGAACTCTGCGGGTACTTCGCCCGGCCAAATACGACAAGAGCA
GCAGCCTAACTCGAGTAGAGCCGCCGAGATGGTTTACGGCTCGTCGCAAGTTGGTGAAATTTAAGAGCGCATTTAAAACTGGTTTGGCGCGATGCCCTGCGCCTCCCTGCAGCAGGTACTGCCGGCGAGAGATACCGCTGG
GCTCCGACAGGAGTTTATCGCCCTAACATTCTTGGAAAGCTTCGGATGGATTTCCCTCCTCAACCCATTTCTTCCGGCAGCACCTCAAATCGTCGCTTCTTTCGAGCTCCCTGTGTCGTCCGTTCTTTCCCCTTGCCACGA
AAATTCTTCCAACAGACTCGACACCAAATCGTCACGACGATCATCGGTCAAGATACCCGGAGAAACGTCGCGGACGATGTTACCGTCAGATCGGACGCTTTTAGCTCCGCATTGGAGCTTTTTCCTCGACCGTCTCGGAGG
AGATTTAGCGGACCGACAACAAATGAAGGTCATCTTTCGCGCGAGAAAGCGTCTCACCTTGATTTCCGTCTCGTTTCTCCGGAAATTGGATATCAACCGGACGAACTGTAATGTGTACGTTAAATTGCCAATTATATATAT
AATGTAACAGCTGATTATCTCAAGTGTCCTAAAAACCATTATACTCTTAATTTCTGTGAAAAATGGCGAAAATAAAAAAGAAACCGATCTTAATAAAGATATTCTTCCTGATAGATGCCATGACCCACGTGGAAAACTTTT
TAGTTTTGTACAGTGGTATTATACGTTATCTTCCGCTGAACGTAAGACGTGCCTATCGCGCAATTTCATCGCGACGTCGTCGTATAGCGATTATGGCTACTCCATTAAAAATGAATTTTATAAAGGCAATCTTTCCAAGCG
ATCGTTGTAGGAGAAAAAGGCGAAAGCCGGAGCCAAAGGGGATGAGGCCACTACCTTTGGCTGATCCACTTCGAATGATAATCACCTCTAGGAGACTCAATTTCGCCCTGCTCCGCGTCCTTACCCGTTCCTATCTTCGGA
AGGTTCAACGCCGCAGCGGACTGCATCTTTCACTCCCTTCGTCACCACCGCCCTATTCCTATCGCCCTCCGCGCGCCTACCGCCCCTATATCCTTCCCTTCCTTCACtCCTAGACTATTCTGAACGACCTCTTCCCCCATT
CGCCAACGCTCACTCCTAACTGATTGGAGTACCAATCAATGCGGCATTCAGGCGGCCGTGCTGAAaCTTTAGGAAATTAACTATTCACTCTCTGGAAATGGTTATTTGGAAGGCCGGAAAGGCAGTCGGGACTACGTTACG

Sequencing a genome is
now cheap & easy.
But making it
useable is hard.
Gene prediction
Dozens of software algorithms: dozens of predictions

Yandell & Ence 2013 NRG

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Yandell & Ence 2013 NRG

Evidence
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces
•extra pieces

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces
•extra pieces
•incorrect merging

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces
•extra pieces
•incorrect merging
•incorrect splitting

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces
•extra pieces
•incorrect merging
•incorrect splitting

Visual inspection... and
manual fixing required.

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

20% failure rate:
•missing pieces
•extra pieces
•incorrect merging
•incorrect splitting

Visual inspection... and
manual fixing required.
1 gene = 20 minutes to 3 days

Yandell & Ence 2013 NRG

Consensus:
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

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.

Yandell & Ence 2013 NRG

Consensus:
Monica Dragan

https://github.com/monicadragan/GeneValidator
Monica Dragan

https://github.com/monicadragan/GeneValidator
Monica Dragan

https://github.com/monicadragan/GeneValidator
Gene prediction
Dozens of software algorithms: dozens of predictions

TTTTtACCTGTTTTtGAAAAGGTAATTTTCTTTAGATATATACAGTTTGTAATaTTAGGTATTTTATAAACAGTGTGTATATTTCTTACAATATAAAAGACACAATTGCAAACTAGCATGATTGTAAACAATTGCTAAACGGATCAATATAAATTAAAATTGTAATATTAAGTATCAAACCGATAATTTTT

Evidence

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.

Yandell & Ence 2013 NRG

Consensus:
Crowd-sourcing the visual inspection + correction.

Anurag Priyam http://afra.sbcs.qmul.ac.uk
Crowd-sourcing the visual inspection + correction.

Begin

Curate
Being curated
Submit

Curate

Curate

Being curated
Submit

Being curated
Submit

“

create nex

Anurag Priyam http://afra.sbcs.qmul.ac.uk
Crowd-sourcing the visual inspection + correction.
Scientific software + Facebook +
Points + Badges + Redundancy

Begin

Curate
Being curated
Submit

Curate

Curate

Being curated
Submit

Being curated
Submit

“

create nex

Anurag Priyam http://afra.sbcs.qmul.ac.uk
My aim is to make
bioinformatics software:
My aim is to make
bioinformatics software:
Shared
My aim is to make
bioinformatics software:
Shared
Robust
My aim is to make
bioinformatics software:
Shared
Robust
User-friendly
With the fellowship I will:
With the fellowship I will:
• Organize

a local Software-Carpentry-type event.
With the fellowship I will:
• Organize
• Include

a local Software-Carpentry-type event.

software & reproducibility best practices on two new
MSc & existing BSc.
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).
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.
Thanks!
@yannick__
y.wurm@qmul.ac.uk
http://yannick.poulet.org

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