DNA Barcoding
Johannes Bergsten
Swedish Museum of Natural History
Department of Entomology
E-mail: johannes.bergsten@nrm.se
Biodiversity Informatics Course, 14-24 September, 2009
Swedish Museum of Natural History, Stockholm, Sweden
Imagecredit:Barcodinginstituteofontario
How it all started in 2003
Propose a CO1-based (~650bp of the 5’ end)
global identification system of animals,
and show the success (96.4-100%) of assigning
test specimens to the correct phyla, order and species
(Lepidoptera from Guelph) through a CO1-profile.
98% of congeneric species in 11
animal phyla showed
>2% sequence divergence in CO1
What is DNA Barcoding?
• A way of identifying
samples to species based
on a short standardised
gene-region
• Keywords:
• Identify
• Samples
• Species
• Gene
• Short
• Standardised
2 main uses of DNA Barcoding
• identify specimens – a global identification system
• discover new species – aid and speed up the discovery of the
remaining biodiversity
Why DNA Barcoding?
-the applications
• Identification of all life stages, eggs, larvae, nymphs, pupa, adults
• Identification of fragments or products of organisms
• Identification of stomach contents, trace ecological food-chains
• Identification of cryptic look-alike species
• Food control
• Customs control
• Invasive species control
• Disease vector control
• Police
• Agriculture
• Forestry
• Conservation
• Education
• Etc
Examples
What is the fillet
served on your plate,
on a market or
in a package?
What are the eggs
or molt in the ballast water
of ships? Are they non-
native invasive species?
Further examples
Illegally traded bushmeat, sharkfins, skins
Do the products come
from protected or
banned-for-trade
species?
Why DNA Barcoding?
The biodiversity-taxonomy crisis
• The Biodiversity crisis
• We have yet to discover and describe maybe 90% of the biodiversity
• Humans are responsible for a mass extinction that is going fast!
• Traditional taxonomy is too slow!
• Taxonomic expertise is vanishing and training new taxonomists is
too expensive
• Democratizing taxonomic knowledge
The crisis-illustrated
This is where we stand today!
Credit:DavidE.Schindel
Sequencing is getting cheap
The Vision
Imagecredit:Barcodinginstituteofontario
“- Mum is this a grizzly bear
or a black bear?”
“- Well Johnnie why don’t
you go poke your barcoder
into it and find out.”
(Cameron et al Syst. Biol: 2006)
Criticism
The Barcoding Movement
• CBOL: a consortium of 200 member
institutions/organizations from 50
countries that promote and standardize
DNA Barcoding
• iBOL: an alliance of 16 nations trying to
get the big bucks to do the job.
The chosen gene for Metazoans
• Cytochrome
Oxidase subunit I
• Mitochondrial
• Easy to amplify
• Relatively fast
evolving
Credit: iBOL
The chosen genes for plants
Plastid genes rbcL and matK form a 2-locus plant barcode
What are you waiting for?
Credit: iBOL
BOLD - project managment
Projects
BOLD – identification engine
No match
Read Publication on BOLD
DNA Barcode standards
• The standards include three components:
1) Creation of a reserved keyword
(”BARCODE”). NCBI and its
collaborators will add the BARCODE ’Flag’
to new submissions that meet the
standards established in consultation with
CBOL. Data records that meet these
criteria will be known as BARCODE
records in INSDC (BRIs);
Required data elements
• 2) Required data elements.
• To provide the user community with
reliable, retrievable and verifiable
information concerning the barcode
sequence itself, the specimen from which
it was obtained, and the species name
that was applied by the submitter.
Data on the specimen
• a) Include a link to a voucher specimen using a
structured field* specified by CBOL and NCBI,
and to the metadata associated with that
specimen and contained in the public database
of the voucher specimen’s repository.
• b) Include a link to a documented species name
found in one of the sources specified by CBOL
and NCBI;
• c) Include Country-Code, using the controlled
vocabulary used by GenBank;
*(institution|collection|item) e.g. NHRS:ENT-LEPI:AA008745
The Barcode region
• d) Come from a gene region accepted by CBOL
as an effective barcode. Initially, only
cytochrome c oxidase 1 is approved as a
barcode region, defined relative to the mouse
mitochondrial genome as the 648 bp region that
starts at position 58 and stops at position 705.
• (For plants matK and rbcL is expected to get the
same status very soon)
• CBOL has procedures for applying for other
generegions to be given barcode status
Quality of sequence
• e) Include at least 500 contiguous unambiguous base-pairs from
bidirectional sequencing within the approved barcode region.
However, if requested, GenBank could assign the BARCODE flag to
records with shorter sequences
• f) Include no more than 1% ambiguous sites for the entire submitted
sequence;
• g) Include the name of the gene region used;
• h) Be associated with trace file submitted to the NCBI Trace Archive
or the Ensembl Trace Server;
• i) Include the sequences of all forward and reverse primers used.
For records in which the contiguous sequence was assembled from
more than one amplicon or when a cocktail of multiple primers was
used for amplification, multiple sets of primer pairs must be
provided. In addition, submission of the names of the forward and
reverse primers with the primer sequences is strongly
recommended.
Strongly recommended
data elements.
• Strongly recommended data elements. The
following data elements have been added to the
INSDC at CBOL’s request for validation of the
voucher specimen, and will be strongly
recommended but not required:
• j) Latitude and longitude;
• k) Name of the identifier;
• l) Name of the collector;
• m) Date of collection
Governance rules.
• 3) Governance rules. The INSDC provides an archive of records
that can only be changed by the submitter. In the case of BRIs, the
following modifications are implemented:
• CBOL can allow <500bp sequences to get barcode status (e.g.
types, extinct spp.)
• CBOL maintains a process by which alternative generegions can
attain barcode status
• BRIs submitted via BOLD are jointly submitted by the researcher
and BOLD and can be edited by both.
• CBOL can recommend the BARCODE status to be removed from
sequences submitted to INSDC by an individual researcher.
• A system for attaching third-party comments, criticism and
suggested corrections to BRIs will be installed.
Credit for slide: David E. Schindel
Voucher repository linkout from
genbank
Linkout from Genbank to
taxonomy databases
BOLD linkout from genbank
Trace archives
Recommended data elements
How to submit data
Will DNA Barcoding work?
Image credit: Barcoding institute of ontario
Barcoding rest on the idea that between species genetic distance
is larger, than within species variation.
Genetic distance
The Barcoding gap
1%
Organism
Distrib
ution
Geographical
sampling species
sam
pled Prop.
ind/
sp.
intrasp
var.
intersp
div.
Id.
success paper
Spiders World
Local
(Canada) 40,000 168
0.004
2 3 1.40% 16.40% 100%
Barrett &
Hebert
(2005)
Birds World
Regional (N.
Am.) 9000 260 0.028 2 0.43% 7.93% 100%
Hebert et
al (2004)
Lepidopt.
3 sup fam World
Local
(Guelph) 91700 200
0.002
2 1.7 0.25% 6.80% 100%
Hebert et
al (2003)
mayflies World
Regional (N.
Am.) 2,500 80 0.032 1.9 1.10% 18.10% 99.00%
Ball et al
(2005)
Differ by >an order of magnitude
= Barcoding Gap
Supporting data for the Barcoding Gap
Critique:
Well sampled?
Sisterspecies vs congeners
Panthera leo (lejon)
Panthera tigris (tiger)
Motacilla flava (gulärla)
Motacilla alba (sädesärla)
Carabus nitens (guldlöpare) Carabus coriaceus (läderlöpare)
Salix herbacea (dvärgvide)
Salix caprea (sälg)
Sisterspecies vs congeners
Agabus elongatus
A. congener A. lapponicus
A. thomsoni
A. moestus
A. levanderi
A. clypealis
A. pseudoclypealis
Sylvia minula (ökenärtsångare)
Sylvia curucca (ärtsångare)
Eupeodes luniger
Eupeodes latilunulatus
Sisterspecies vs congeners
Carex rostrata (flaskstarr)Carex vesicaria (blåsstarr)
Pipistrellus pipistrellus (Pipistrell)
Pipistrellus pygmaeus (dvärgfladdermus)
Overlap in cowries
Meyer and Paulay, PLoS Biology (2006)
Overlap the reality
How DNA barcodes should not
be used
• “It is expected that DNA barcodes will
contribute to the discovery and formal
recognition of new species. However,
DNA barcodes should not be used as
the sole criterion for description of new
species, which instead require analysis of
diverse data, including morphology,
ecology, and behavior, as well as
genetics.”
From draft conference report: Taxonomy, DNA, and the Barcode of Life, 2003
How not to be used
• ”We were interested to see whether Xus exemplaris would be
considered a species under standard DNA barcoding protocol”
• ”Using the DNA Barcoding protocol…..therefore under a 3%
threshold and a 10x mean intraspecific threshold Xus exemplaris
would be considered a good species.
• ”However if we use the smallest among-species divergence as
recomended by Meier et al (2008) Xus exemplaris would not be
considered a good species under the protocol.”
Barcodes are very useful for
species discovery
• For poorly known groups DNA delimitation
can be a good starting point for species
discovery
• There are alternatives to an artifical 1, 2 or
3% sequence divergence as a threshold
• E.g. GMYC General Mixed Yule
Coalescence method (Pons et al, 2006)
Aulonogyrus cristatus
Aulonogyrus goudoti
Gyrinus madagascariensis
Dineutes subspinosus
Dineutes sinuosipennis
Dineutes proximus
Gyrinus ignitus
Orectogyrus cyanicollis
Orectogyrus pallidocinctus
Orectogyrus vestitus
Orectogyrus sedilloti
GMYC model (Pons et al, 2006)
Andasibe
Ranomafana
Mont. D’Ambre
Antsabe
likelihood
574
576
578
580
582
584
586
588
590
592
-1 4 9 14 19 24 29 34 39 44 49
likelihood
P<0.01
Large inventories of the unknown

Johannes Bergsten Dna Barcoding

  • 1.
    DNA Barcoding Johannes Bergsten SwedishMuseum of Natural History Department of Entomology E-mail: johannes.bergsten@nrm.se Biodiversity Informatics Course, 14-24 September, 2009 Swedish Museum of Natural History, Stockholm, Sweden Imagecredit:Barcodinginstituteofontario
  • 2.
    How it allstarted in 2003 Propose a CO1-based (~650bp of the 5’ end) global identification system of animals, and show the success (96.4-100%) of assigning test specimens to the correct phyla, order and species (Lepidoptera from Guelph) through a CO1-profile. 98% of congeneric species in 11 animal phyla showed >2% sequence divergence in CO1
  • 3.
    What is DNABarcoding? • A way of identifying samples to species based on a short standardised gene-region • Keywords: • Identify • Samples • Species • Gene • Short • Standardised
  • 4.
    2 main usesof DNA Barcoding • identify specimens – a global identification system • discover new species – aid and speed up the discovery of the remaining biodiversity
  • 6.
    Why DNA Barcoding? -theapplications • Identification of all life stages, eggs, larvae, nymphs, pupa, adults • Identification of fragments or products of organisms • Identification of stomach contents, trace ecological food-chains • Identification of cryptic look-alike species • Food control • Customs control • Invasive species control • Disease vector control • Police • Agriculture • Forestry • Conservation • Education • Etc
  • 7.
    Examples What is thefillet served on your plate, on a market or in a package? What are the eggs or molt in the ballast water of ships? Are they non- native invasive species?
  • 8.
    Further examples Illegally tradedbushmeat, sharkfins, skins Do the products come from protected or banned-for-trade species?
  • 9.
    Why DNA Barcoding? Thebiodiversity-taxonomy crisis • The Biodiversity crisis • We have yet to discover and describe maybe 90% of the biodiversity • Humans are responsible for a mass extinction that is going fast! • Traditional taxonomy is too slow! • Taxonomic expertise is vanishing and training new taxonomists is too expensive • Democratizing taxonomic knowledge
  • 10.
    The crisis-illustrated This iswhere we stand today! Credit:DavidE.Schindel
  • 11.
  • 12.
  • 13.
    “- Mum isthis a grizzly bear or a black bear?” “- Well Johnnie why don’t you go poke your barcoder into it and find out.” (Cameron et al Syst. Biol: 2006) Criticism
  • 14.
    The Barcoding Movement •CBOL: a consortium of 200 member institutions/organizations from 50 countries that promote and standardize DNA Barcoding • iBOL: an alliance of 16 nations trying to get the big bucks to do the job.
  • 15.
    The chosen genefor Metazoans • Cytochrome Oxidase subunit I • Mitochondrial • Easy to amplify • Relatively fast evolving Credit: iBOL
  • 16.
    The chosen genesfor plants Plastid genes rbcL and matK form a 2-locus plant barcode
  • 17.
    What are youwaiting for? Credit: iBOL
  • 18.
    BOLD - projectmanagment
  • 19.
  • 27.
  • 28.
  • 32.
  • 33.
    DNA Barcode standards •The standards include three components: 1) Creation of a reserved keyword (”BARCODE”). NCBI and its collaborators will add the BARCODE ’Flag’ to new submissions that meet the standards established in consultation with CBOL. Data records that meet these criteria will be known as BARCODE records in INSDC (BRIs);
  • 34.
    Required data elements •2) Required data elements. • To provide the user community with reliable, retrievable and verifiable information concerning the barcode sequence itself, the specimen from which it was obtained, and the species name that was applied by the submitter.
  • 35.
    Data on thespecimen • a) Include a link to a voucher specimen using a structured field* specified by CBOL and NCBI, and to the metadata associated with that specimen and contained in the public database of the voucher specimen’s repository. • b) Include a link to a documented species name found in one of the sources specified by CBOL and NCBI; • c) Include Country-Code, using the controlled vocabulary used by GenBank; *(institution|collection|item) e.g. NHRS:ENT-LEPI:AA008745
  • 36.
    The Barcode region •d) Come from a gene region accepted by CBOL as an effective barcode. Initially, only cytochrome c oxidase 1 is approved as a barcode region, defined relative to the mouse mitochondrial genome as the 648 bp region that starts at position 58 and stops at position 705. • (For plants matK and rbcL is expected to get the same status very soon) • CBOL has procedures for applying for other generegions to be given barcode status
  • 37.
    Quality of sequence •e) Include at least 500 contiguous unambiguous base-pairs from bidirectional sequencing within the approved barcode region. However, if requested, GenBank could assign the BARCODE flag to records with shorter sequences • f) Include no more than 1% ambiguous sites for the entire submitted sequence; • g) Include the name of the gene region used; • h) Be associated with trace file submitted to the NCBI Trace Archive or the Ensembl Trace Server; • i) Include the sequences of all forward and reverse primers used. For records in which the contiguous sequence was assembled from more than one amplicon or when a cocktail of multiple primers was used for amplification, multiple sets of primer pairs must be provided. In addition, submission of the names of the forward and reverse primers with the primer sequences is strongly recommended.
  • 38.
    Strongly recommended data elements. •Strongly recommended data elements. The following data elements have been added to the INSDC at CBOL’s request for validation of the voucher specimen, and will be strongly recommended but not required: • j) Latitude and longitude; • k) Name of the identifier; • l) Name of the collector; • m) Date of collection
  • 39.
    Governance rules. • 3)Governance rules. The INSDC provides an archive of records that can only be changed by the submitter. In the case of BRIs, the following modifications are implemented: • CBOL can allow <500bp sequences to get barcode status (e.g. types, extinct spp.) • CBOL maintains a process by which alternative generegions can attain barcode status • BRIs submitted via BOLD are jointly submitted by the researcher and BOLD and can be edited by both. • CBOL can recommend the BARCODE status to be removed from sequences submitted to INSDC by an individual researcher. • A system for attaching third-party comments, criticism and suggested corrections to BRIs will be installed.
  • 40.
    Credit for slide:David E. Schindel
  • 42.
  • 44.
    Linkout from Genbankto taxonomy databases
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
    Will DNA Barcodingwork? Image credit: Barcoding institute of ontario
  • 50.
    Barcoding rest onthe idea that between species genetic distance is larger, than within species variation. Genetic distance The Barcoding gap 1%
  • 51.
    Organism Distrib ution Geographical sampling species sam pled Prop. ind/ sp. intrasp var. intersp div. Id. successpaper Spiders World Local (Canada) 40,000 168 0.004 2 3 1.40% 16.40% 100% Barrett & Hebert (2005) Birds World Regional (N. Am.) 9000 260 0.028 2 0.43% 7.93% 100% Hebert et al (2004) Lepidopt. 3 sup fam World Local (Guelph) 91700 200 0.002 2 1.7 0.25% 6.80% 100% Hebert et al (2003) mayflies World Regional (N. Am.) 2,500 80 0.032 1.9 1.10% 18.10% 99.00% Ball et al (2005) Differ by >an order of magnitude = Barcoding Gap Supporting data for the Barcoding Gap Critique: Well sampled?
  • 52.
    Sisterspecies vs congeners Pantheraleo (lejon) Panthera tigris (tiger) Motacilla flava (gulärla) Motacilla alba (sädesärla) Carabus nitens (guldlöpare) Carabus coriaceus (läderlöpare) Salix herbacea (dvärgvide) Salix caprea (sälg) Sisterspecies vs congeners Agabus elongatus A. congener A. lapponicus A. thomsoni A. moestus A. levanderi A. clypealis A. pseudoclypealis Sylvia minula (ökenärtsångare) Sylvia curucca (ärtsångare) Eupeodes luniger Eupeodes latilunulatus Sisterspecies vs congeners Carex rostrata (flaskstarr)Carex vesicaria (blåsstarr) Pipistrellus pipistrellus (Pipistrell) Pipistrellus pygmaeus (dvärgfladdermus)
  • 53.
    Overlap in cowries Meyerand Paulay, PLoS Biology (2006)
  • 54.
  • 55.
    How DNA barcodesshould not be used • “It is expected that DNA barcodes will contribute to the discovery and formal recognition of new species. However, DNA barcodes should not be used as the sole criterion for description of new species, which instead require analysis of diverse data, including morphology, ecology, and behavior, as well as genetics.” From draft conference report: Taxonomy, DNA, and the Barcode of Life, 2003
  • 56.
    How not tobe used • ”We were interested to see whether Xus exemplaris would be considered a species under standard DNA barcoding protocol” • ”Using the DNA Barcoding protocol…..therefore under a 3% threshold and a 10x mean intraspecific threshold Xus exemplaris would be considered a good species. • ”However if we use the smallest among-species divergence as recomended by Meier et al (2008) Xus exemplaris would not be considered a good species under the protocol.”
  • 57.
    Barcodes are veryuseful for species discovery • For poorly known groups DNA delimitation can be a good starting point for species discovery • There are alternatives to an artifical 1, 2 or 3% sequence divergence as a threshold • E.g. GMYC General Mixed Yule Coalescence method (Pons et al, 2006)
  • 58.
    Aulonogyrus cristatus Aulonogyrus goudoti Gyrinusmadagascariensis Dineutes subspinosus Dineutes sinuosipennis Dineutes proximus Gyrinus ignitus Orectogyrus cyanicollis Orectogyrus pallidocinctus Orectogyrus vestitus Orectogyrus sedilloti GMYC model (Pons et al, 2006) Andasibe Ranomafana Mont. D’Ambre Antsabe likelihood 574 576 578 580 582 584 586 588 590 592 -1 4 9 14 19 24 29 34 39 44 49 likelihood P<0.01
  • 59.