Bipes Biporus)
Genomics of convergent limb loss in squamates
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Sangeet Lamichhaney1, Frank T. Burbrink2, James Hanken1 and Scott V. Edwards1
1Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University
2Department of Herpetology, American Museum of Natural History 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genomic basis of convergent phenotypes
Population genomics approach: closely related species
Genetic basis of beak diversity in Darwin’s finches 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. (Lamichhaney et al, Nature, 2015; Lamichhaney et al, Science, 2016, 2018)
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Comparative genomics of distantly related species: convergent limb loss in squamates
© Craig Chandler, Angie Fox, Jason Head, University of Nebraska-Lincoln 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. https://reptile-savvy.weebly.com/evolution-of-snakes.html
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Repeated limb loss events in squamates
Dibamidae New Guinea blind lizard
Gekkota Pink-tailed worm lizard Thick-tailed Gecko
Amphisbaenidae North American worm lizard European worm lizard Mexican mole lizard Anguidae European legless lizard California alligator lizard Serpentes Madagascar leaf-nosed snake Cordylidae Cape grass lizard Common crag lizard 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Hildebrandt’s skink Stripeneck skink Scincidae Braconnier’s short skink Androngo trivittatus Limbless/Limb-reduced Giant water skink
Limbed Tree skink 2018 © II Joint CongressMermaid on Evolutionary skink Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Tree modified2018 from Zheng & Wiens, © MPE (48th2015) European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Repeated limb loss events in squamates
Dibamidae Thick-tailed Gecko Gekkota
Amphisbaenidae
Anguidae
Serpentes 72 MYA
Cordylidae Gekkota
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited.
Scincidae
Limbless/Limb reduced Pink tailed Worm lizard
Limbed
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Tree modified2018 from Zheng & Wiens, © MPE (48th2015) European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Study design
- Staining (C&S) Limb morphology - Microscopy - CT scans
Convergence in gene expression Tissue collections - Museum samples - Fresh tissues from field - RNA sequencing - Comparative transcriptomics 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Generate genomic Identify genomic resources loci associated with limb loss - Genome sequencing - Assembly and annotations - Genome-wide convergence screen
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Study of limb skeletal
Dibamidaex CAS-173019 Gekkota
Amphisbaenidae
Anguidae Common crag lizard Serpentes (Pseudocordylus
Cordylidae melanotus)
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Scincidae Dg = Digits Limbless/Limb reduced T/F = Tibia / Fibula Limbed Fe = Femur Hindlimb Pv = Pelvis
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . An example of hind limb loss
Dibamidae
Gekkota
Amphisbaenidae
Dg = Digits
Anguidae R/U = Radius/Ulna Forelimbs Hm = Humerous Serpentes Pc = Pectoral Cordylidae Mexican mole lizard (Bipes biporus)
CAS-142262 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Scincidae
Limbless/Limb reduced Limbed
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . An example of forelimb loss
Dibamus novaeguinae Dibamidae CAS-SU 27070 Gekkota
Amphisbaenidae Hind limb
Anguidae
Serpentes
Cordylidae
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Scincidae
Limbless/Limb reduced Limbed Dg = Digits T/F = Tibia / Fibula Fe = Femur 2018 © II Joint Congress on Evolutionary Biology 2018. All rightsPv reserved= Pelvis - Any reproduction even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . An example of ‘complete’ limb loss
European legless lizard Dibamidae (Ophisaurus opodus) Gekkota CAS-184449
Amphisbaenidae
Anguidae
Serpentes
Cordylidae
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Scincidae
Limbless/Limb reduced Limbed
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Collected tissues from 18 species (7 families)
Limb morphology
Tissue collections
o Recently diverged pairs of 2018 © II Jointlimbed Congress on Evolutionary and Biology limbless 2018. All rights reserved (or - Any reproductionlimb even- in part is prohibited. reduced) taxa
o Sampling across the entire squamate phylogeny
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genome sequencing
Limb morphology
Tissue collections Illumina Fragment and Jumping libraries 10X Chromium
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Oxford Nanopore
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Two draft genomes
Family : Amphisbaenidae Method : Illumina 220 bp fragment + 6 kb jumping library
Species Bipes biporus Rhineura floridana (Mexican mole lizard) (North American worm lizard) Genome size 1.79 GB 2.18 GB 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Coverage (fragment 34 X 36 X library) Scaffold N50 38 KB 139 KB
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Improving genome continuity by synteny-based mapping
Anolis carolinensis • Map scaffolds from draft genomes onto Anolis carolinensis genome (AnoCar2.0, Alföldi et al, Nature, 2011)
• Order scaffolds into pseudo- chromosomes based on synteny to Anolis genome 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited.
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genomes anchored as pseudochromosomes to Anolis
North American worm lizard (Rhineura floridana) ) 450 bp 400 350 300 250 200 150 100 50 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 0 Chr 1 Chr 2 Chr 3 Chr 4 Chr 5 Chr 6 Chr Chr Chr Chr Chr Chr Chr Size of chromosome Size of chromosome (millions Lga Lgb LGc LGd LGf LGg LGh
94.3 % of genome anchored as pseudochromosomes
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Whole genome annotations
(Cantarel et al, Genome research, 2008)
• Using homology evidence from human, mouse, chicken, Anolis lizard and western clawed frog (Xenopus troplicalis)
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. • Total genes annotated • Bipes biporus – 25,519 • Rhineura floridana– 23,083
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genome-wide screen for convergence
Whole-genome alignments ✕ ✓ ✕
Limbless taxa A ATCGTATGTCAGGACATAGA
Limbless taxa B ATCGTATGTCAGGACATAGA
Limbed taxa A ATCGAATGTCACGACTTAGA
Limbed taxa B ATCGAATGTCACGACTTAGA
2018 © II Joint Congress on Evolutionary Biology 2018.Anolis All rights reservedcarolinensis - Any reproduction evenATCG in part is prohibited.TATGTCACGACATAGA
Study sites, genes or indels where limbless taxa carry derived state
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Identify functionally significant variants
Sites or genomic regions where limbless taxa carry derived state
✓ Select genomic regions conserved across 100 vertebrates
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Coding Regulatory
Intronic Variant effect prediction
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Distribution of derived sites among conserved regions
Rhineura floridana
Bipes biporus
Anolis carolinensis Limbless/Limb reduced
Limbed
100,00 Derived conserved sites 80,00
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 60,00
40,00 Proportion 20,00
0,00 Intergenic Upstream Downstream Intron 5' UTR 3' UTR Coding
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Enrichment of coding regions among derived sites
Rhineura floridana
Bipes biporus
Anolis carolinensis Limbless/Limb reduced
Limbed
100,00 Reference conserved sites Derived conserved sites 80,00 *
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 60,00
40,00
Proportion * * 20,00
0,00 Intergenic Upstream Downstream Intron 5' UTR 3' UTR Coding -16 2018 © II Joint Congress on Evolutionary Biology 2018. All rights* p reserved< 2.2 -x Any 10 reproduction even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genetic signatures in previously identified limb development genes
ZRS limb enhancer element of Sonic hedgehog (Shh) gene
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2018 © II Joint Congress on Evolutionary KvonBiology 2018.et All rights al, reserved Cell, - Any reproduction2016 even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Genetic signatures in previously identified limb development genes
ZRS limb enhancer element of Sonic hedgehog (Shh) gene
Deletion
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited.
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Summary
Study limb morphology Different pairs in different stage of the workflow
Convergence of Tissue collections gene expression - RNA sequencing - Comparative transcriptomics 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. - ATAC-sequencing Generate genomic Identify genomic resources loci associated with limbloss
# Challenges of doing genomic work on museum collections 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. 2018 © 48th European Contact Lens Society Of Ophthalmologists. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Thank you
Edwards lab
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Ongoing/Future work
• Additional genome assemblies
o Geckos Underwoodisaurus milii
Aprasia aurita
o Skinks
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Pygomeles braconnieri
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] .
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Ongoing/Future work
• Fresh tissues collections o High molecular weight DNA for genome sequencing o RNA sequencing o Comparative transcriptomics to study convergence of gene expression
• Anguids from Brazil • Diploglossus
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João Tonini • Ophiodes
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