Comprehensive Phylogeny of Ray-Finned Fishes Based on Transcriptomic and Genomic
Comprehensive phylogeny of ray-finned fishes based on transcriptomic and genomic
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Lily C. Hughes (et al.)
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Introduction Ray-finned Fishes
• ~34,000 species, half of vertebrate diversity
• Molecular data overturned many previously hypothesized groups
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Introduction Tackling the fish tree of life with big data
• Genome sequencing for fishes has lagged behind other vertebrates (but we’re catching up)
• Fish-T1K was launched to produce transcriptomes across a diversity of fishes
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. • Produced 131 transcriptomes, which could be combined with already published transcriptomes and genomes to produce a matrix of 303 species for bony fishes with genomic resources
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Introduction Challenges
• Data Filtering: which molecular markers should be used?
• Data Analysis: how should we analyze large datasets?
• Hypothesis Testing: can we interrogate our dataset with previously
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Data mining exons
• Single-copy in 8 ray-finned fish genomes • >60% sequence identity & >200 bp = 1731 loci • Searched against 295 other transcriptomes & genomes of fishes
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Paralogs
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Paralogs
Vertebrate Genome Duplication
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Paralogs
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Paralogs
Vertebrate Teleost Genome Genome Duplication Duplication
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Teleost Genome Duplication
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Data Filtering Paralog filtering
Latimeria chalumnae • Constrained teleost, euteleost, and ostariophysan monophyly in each Polypterus bichir gene tree Acipenser sinensis Acipenser sinensis • Removed 469 loci with signal of Teleostei VGD Latimeria chalumnae • Removed additional 147 with signal 2018 © IIAcipenser Joint Congress on Evolutionarysinensis Biology 2018. All rights reserved - Any reproduction even in part is prohibited.of TGD Lepisosteus osseus Atractosteus spatula • Final dataset contained 1105 loci Amia calva that passed filters Teleostei
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Analysis Phylogenomic matrix
• 555,288 base pairs/185,096 amino acids
• 303 species
66/72 orders represented
Taxa •
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• Analyzed DNA, Protein matrices with ExaML, ExaBayes, Astral
Loci2018 © 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] . Analysis
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . • Analyzing paralogous loci alone breaks well-supported percomorph groups
• Bootstrap support is generally high, but we wanted to explore some contentious clades in the literature, that were also contentious in our dataset
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
Elopomorpha
Base of Teleostei Osteoglossomorpha
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Clupeocephala
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing Gene Genealogy Clupeocephala Interrogation Osteoglossomorpha Elopomorpha 1105 Gene Trees Osteoglossomorpha
Elopomorpha
Clupeocephala
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Clupeocephala
Osteoglossomorpha
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Which topology is a better fit for each gene?Testing (GGI) Constrain AU Test 1105 Gene Trees Gene Trees Ranking
Clupeocephala Osteoglossomorpha Elopomorpha
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Elopomorpha Clupeocephala
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
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?
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
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?
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Hypothesis Testing
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Conclusions Conclusions
• Many loci defined based on a few genomes may have undetected paralogs
• Phylogeny based on 303 species and 1105 loci is largely congruent with previous molecular hypotheses
2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. • Phylogenomic analysis can mask conflicts in underlying gene tree distributions, but hypothesis testing can uncover support for alternative hypotheses
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Conclusions
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2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited] . Acknowledgements • Yong Zhang • Donald J. Stewart • Keith Crandall • Jun Zhao • Zhixiang Yan • Vanessa Gonzalez • Jose V. Lopez • Shanshan Liu • Elizabeth Alter • Kirk Kilfoyle • Yamin Huo • Adam Wong • Brad Pusey • Jing Zhang • Reviewers • Stephen Beatty • Nanxi Liu • GO Lab: Milton Tan, Victoria Rodriguez, Rose • Peter Rask Møller • Yadira Ortiz-Ruiz 2018 © II Joint Congress on Evolutionary Biology 2018. All rights reserved - Any reproduction even in part is prohibited. Peterson, Matthew • Mads Reinholdt • Robert Kallal Kolmann • Luiz Rocha • Jesus Ballesteros
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