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1 2 eDNA as a tool for biodiversity assessments: what’s next? Eva BELLEMAIN
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Page 1: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

1 2

eDNA as a tool for biodiversity assessments: what’s next?

Eva BELLEMAIN

Page 2: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

1) Specific approach (eDNA barcoding)

Experience from 3 case studies

2) Multispecific approach (eDNA metabarcoding)

• Markers

• Reference databases

• Case study: fish diversity assessments in streams

3) Multigroup approach (global biodiversity screening)

• Biodiversity inventories

• Bioindication

4) Challenges / limits

• Primer validation

• Laboratory requirements

• Bioinformatics

Page 3: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Pelobates fuscus

Mustela lutreola Neovison vison

Procambarus clarkii

Misgurnus fossilis

Triturus cristatus

Trichobilharzia sp.

Zingel asper

Aeshna viridis

Leucorrhinia pectoralis

Lithobates catesbeianus

Microtus oeconomus

Emys orbicularis

Arvicola sapidus

eDNA barcoding

Page 4: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

eDNA barcoding

Page 5: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

eDNA barcoding

Page 6: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

First study showing species detection using eDNA from water samples

Ficetola et al. 2008

Bullfrog

(Lithobates catesbianus)

→ Sampling of water (15 ml * 3 tubes per sampling location) over 9 ponds

- High density

- Low density

- Absence

Detection

Case study: vertebrate

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Dejean et al. 2012

Comparative study for the survey of the bullfrog on 49 sites (SW France)

- Classical survey: Diurnal observations & nocturnal calling surveys

- eDNA survey: 3 samples of water (15 mL) – specific primer pair for target organism

eDNA: 2,5 times faster in the field and 2,5 times cheaper than traditional surveys

Classical survey:

Detection on

7 sites

eDNA survey:

Detection on

38 sites

Case study: vertebrate

Page 8: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Ficetola et al., 2008

Jerde et al., 2011

Goldberg et al., 2011

Proposed strategy

Local versus

widespread

sampling

strategies

(+ glass fiber filter)

(+ cellulose nitrate filter)

Sampling strategy

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Perspectives: more exhaustive sampling

(optimised detection of rare species)

Airboat equipped with

- Peristaltic pump

- Interchangeable hull

- Remote control

- Video camera

Page 10: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Comparative study to evaluate the efficiency of the eDNA approach to detect

Trichobilharzia sp. within natural swimming areas

Life cycle of

trichobilharzia sp.

causing cercarial

dermatitis or

swimmer ‘itch

Antwerpen Annecy

Case study: parasite

Page 11: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Method for detecting the parasite in the field

1) Collect substrate on the bottom using quadrats

2) Isolate lymnea, count and measure them

3) Put the lymnea in the fridge then under

a lamp to stimulate the release of

cercariae

4) Count the number of cercariae released

(usually less than 1%)

Case study: parasite

Page 12: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Proposed method for detecting the parasite using eDNA

1) Sample around the pool (water samples, filtration or sediments)

Positive control: Annecy site where the parasite was known to be present (0,8% in 2012)

Trichobilharzia frankii detected and identified in different samples

eDNA method efficient, less time consuming, easier to implement

Perspectives for the detection of other parasites and pathogens and the prevention of

health risks for humans and animals

Case study: parasite

2) Develop short and specific primers

3) Extract DNA + qPCR

4) Sequence to identify the parasite

Page 13: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

1) Specific approach (eDNA barcoding)

Experience from 3 case studies

2) Multispecific approach (eDNA metabarcoding)

• Markers

• Reference databases

• Case study: fish diversity assements in streams

3) Multigroup approach (global biodiversity screening)

• Biodiversity inventories

• Bioindication

4) Challenges / limits

• Primer validation

• Laboratory requirements

• Bioinformatics

Page 14: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives
Page 15: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

eDNA metabarcodes - Must amplify short DNA fragments - Must be adapted for the different taxonomic groups - Must be highly versatile (to equally amplify the different target DNAs) - Must have a good taxonomic resolution (ideally to the species level)

Group Region Amplified lenght

Amphibians 12S 23-59 bp

Teleostean fishes 12S 60-80 bp

Mammals 12S 71-87 bp

Chiroptera 12S 71-87 bp

Molluscs / Arthropods 16S 35-40 bp

Odonates Under development

Crayfishes Under development

Identified markers based on those criteria

Metabarcodes

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Reference databases developed at SPYGEN (soon public)

- Chiroptera: 42 species in Europe

- Fishes: 83 species in Europe

- Amphibians: 47 species in Europe

Reference databases

Page 17: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Electric fishing

eDNA metabarcoding

Case study:

biodiversity in streams

Page 18: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

1) Specific approach (eDNA barcoding)

Experience from 3 case studies

2) Multispecific approach (eDNA metabarcoding)

• Markers

• Reference databases

• Case study: fish diversity assements in streams

3) Multigroup approach (global biodiversity screening)

• Biodiversity inventories

• Bioindication

4) Challenges / limits

• Primer validation

• Laboratory requirements

• Bioinformatics

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Multigroup approach

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eDNA for biodiversity inventories and environmental watch

- Find out what organisms exist in a given area:

Optimise the detection and monitor rare, endangered or cryptic species

Evaluate conservation priorities of an area

Bioprospecting

Multigroup approach

- Allows to adapt conventional methods to the species present on the sites to gather

additional field data (e.g. age classes, quantitative data, etc…)

↗ chances of eradication

↘ cost of eradication action

↘ impact of the alien species on the ecosystem

- Allows an early detection of alien species:

Page 21: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

eDNA for bioindication

Detect species that can be used to monitor the health of an environment or ecosystem

(i.e. species whose function, population, or status can reveal the degree of integrity of an

ecosystem)

e.g: Macroinvertebrates, diatoms

Multigroup approach

Produce aquatic biodiversity indices and follow its evolution through time

Which target groups would be interesting to survey?

(Insects, molluscs, parasites, plants … ?)

Page 22: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Species composition of

mayflies and caddisflies from

bulk samples

(454 pyrosequencing using a 130

base COI mini-barcode)

Need for optimised metabarcodes

Multigroup approach

Hajibabaei et al. 2011

Page 23: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

1) Specific approach (eDNA barcoding)

Experience from 3 case studies

2) Multispecific approach (eDNA metabarcoding)

• Markers

• Reference databases

• Case study: fish diversity assements in streams

3) Multigroup approach (global biodiversity screening)

• Biodiversity inventories

• Bioindication

4) Challenges / limits

• Primer validation

• Laboratory requirements

• Bioinformatics

Page 24: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Risk of errors:

- False positives: species detected while it is not present

non-adapted primers

poor sampling

poor extraction protocol efficiency

presence of PCR inhibitors in the samples

Insufficient amount of DNA of the focus species/group in the

ecosystem

Poor reference database

non-specificity of the primers used for DNA amplification

contaminations (in the field and/or in the laboratory)

protracted DNA persistence after the death of the organism

Poor reference database

- False negatives: species not detected while it is present

Challenges / limits

Page 25: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Primers /probes available for the

target

DNA sequences available for the

target

In silico test

NO

YES

Primers / Probes validated

PASS

Primers / Probes purshased

PASS

DNA extraction from tissues +

sequencing using universal primers

Primer and probe design

NO

YES

PASS

FAILED

In vitro test FAILED

FAILED

PASS

In situ test

Primer validation

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Importance of the in

vitro test to assess

primer specificity in a

given population

Primer validation

Page 27: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Classical laboratory

DNA extraction room DNA amplification room

Laboratory requirements

eDNA laboratory

- Physical separation between rooms

- Differential pressures between rooms

- UV treatments

- Special equipments

- Specific rules

Page 28: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

eDNA laboratory:

Rare DNA (Feces, Hairs…)

DNA amplification and sequencing

Classical DNA extraction

Preparation of sampling kits

Very rare DNA (Water, ancient

DNA)

Laboratory requirements

Page 29: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

Classical laboratory

DNA extraction room DNA amplification room

Laboratory requirements

eDNA laboratory

Page 30: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

- Increasing amount of data produced

(e.g. HiSeq 200: 6 billions of reads of 100 bases

representing 3000 tons of paper if printed)

Need for more server storage capacity,

computing, reliable softwares

Time consuming!

- Difficulties with amplification/sequencing errors (difficulties to work with rare

species/MOTUs)

Need for improved bioinformatics softwares

Bioinformatics

Page 31: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

- eDNA as a useful and promising tool for biodiversity assesment and

conservation, complementing field methods

A consortium (similar to CBOL) would be very useful!

Conclusions

(fishes, amphibians,

mammals, insects) (macro-

invertebrates)

(chiropters)

- Need for high quality reference databases from different countries, using

defined markers Partnership important

Page 32: eDNA as a tool for biodiversity assessments: what’s next?bebol.myspecies.info/sites/bebol.myspecies.info... · eDNA method efficient, less time consuming, easier to implement Perspectives

And thanks to colleagues, partners and

collaborators:

Tony Dejean, Alice Valentini, Coline Gaboriaud, Pierre

Taberlet, Christian Miquel, Claude Miaud, City of

Antwerpen, Thierry Vercauteren, RAVON, ONEMA,

INRA …

Thanks for your attention!

Acknowledgments


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