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All Birds Barcoding Initiative:
Global Atlas of Avian Mitochondrial
Diversity Opens Research Vistas
Mark Y. Stoeckle, Rockefeller University
Allan J. Baker, Royal Ontario Museum
Cameron Coffran, Rockefeller University
Kevin C.R. Kerr, Royal Ontario Museum
Pablo Tubaro, Museo Argentino
Dario Lijtmaer, Museo Argentino
Jan T. Lifjeld, University of Oslo
Per Ericson, Swedish Museum
ABBI public: 13,000 records, 3,000 species
• Includes first rapid-release, largest museum-based
survey—NMNH 3,000 records, 1,400 species
ABBI private: 12,000/1,000
Collection locations for avian barcode records with GPS coordinates (BOLD)
Avian barcode library is a research tool
• What can we do with it?
Woodpecker Finch (Camarhynchus pallidus) dislodging grub with stick,
Santa Cruz Island, Galapagos Islands, Ecuador
Large-Scale Patterns in Biodiversity
Klee diagram--heat map of a matrix
• Indicator vector correlations, similar to distances
• Scalable to large sets of sequences
Sirovich et al, PLoS ONE 2009, 2010
http://phe.rockefeller.edu/barcode/klee.php
Large-Scale Patterns in Biodiversity
Klee discontinuities mark species boundaries
Family Gaviidae—Loons (5/5 world species)
(31 barcodes, ordered by NJ)
Large-Scale Patterns in Biodiversity
Klee discontinuities mark taxonomic divisions
• Suggests higher-level taxa are objective entities
9,500 barcodes, 2,800 species
Large-Scale Patterns in Biodiversity
Klee discontinuities occur at multiple scales
• Suggests similar processes shape species, higher taxa
within class
family
genus
species
COI Nucleotide and Protein Evolution
Nucleotide variability shows long-tailed distribution
• Suggests mathematical pattern in evolution
9,500 sequences; 2,800 species
COI Nucleotide and Protein Evolution
Amino acid variability long-tail pattern similar to nt
• Variable sites appear not related to 2o structure
9,500 sequences; 2,800 species
COI amino acid variability
Kerr Mol Ecol Res 2011
COI Nucleotide and Protein Evolution
“Highly variable” positions highly constrained
• Variation follows taxonomic groups
• Suggests compensatory changes at other sites
Population Biology
Among animals, birds have best life history data
• Puzzle: what determines intraspecific variation?
Barcode Library = Research Opportunities
• Early bird gets the worm!
photo NoA<<I Zia Lee
Acknowledgments
Population Biology: Beyond Simple Indices
• Shared variants usually geographic, hybrid clusters
• Singleton variants evenly distributed, may reflect
incomplete sampling, data errors, or rare variants
214 species in 8 families, 4-79 individuals/species
MAXIMUM intraspecific distance (nucleotides)
Population Biology: Beyond Simple Indices
Variants differ in predicted amino acid changes
• Suggests multiple processes contribute to diversity
COI Nucleotide and Protein Evolution
• Few amino acid differences, other than the few
highly variable sites
• Pseudogenes are outliers
*
There is more to be learned!
(2300 barcodes, 700 species)
Multiple clusters that differ by geographic range
• Likely reproductively isolated populations
• Are candidate species
Multiple clusters shared among species
• Likely hybridization (not ancestral polymorphisms)
These are the times that
Multiple clusters NOT geographic, hybrid
• Likely mixing of previously isolated populations
• Similar to hybridization
Barcoding 101: What are exceptions to 1 species = 1
cluster?
• Taxonomy is changing—many species have been or
will be redefined