funding...and cytochrome b) sequenced at ceh on an illumina miseq edna detects lake fish presence...

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Funding eDNA - a tool for efficient biodiversity monitoring from rare species to communities and back Bernd Hänfling

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Page 1: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

Funding

eDNA - a tool for efficient biodiversity monitoring

from rare species to communities and back

Bernd Hänfling

Page 2: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA barcoding and metabarcoding eDNA barcoding:

• Targeted detection • Species-specific primers • Standard or qPCR • Traditional Sequencing

=

Free-floating DNA (from sloughed skin cells faeces/urine, gametes, decaying matter) and

microscopic taxa

Water sampled & filtered (>3 x 15 ml -2L samples)

eDNA metabarcoding: • Screen whole community • (Several) conserved primers • PCR • Next generation sequencing

= Extract DNA

Page 3: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA metabarcoding of lake fish

Aim: • To develop and test eDNA metabarcoding

methods to describe lake fish communities. Motivation: • Water Framework Directive (WFD) lake fish

monitoring. • Currently not carried out to the degree

required by the WFD due to methodological considerations.

• Cost and time • Ethics (gill nets are destructive) • Practicalities on large lakes

Phase I: • Sampling: January 2015

Phase II: • Sampling: September 2015/January2016

Page 4: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA metabarcoding of lake fish

Phase I – sampling: • Three Cumbrian lakes

• Windermere • Derwent Water • Bassenthwaite Lake

• 2L water samples along boat transect at

2m, 5m & 20m depths, as well as shore

sampling.

• Filtered on 0.45 μm membrane filters.

• Two mitochondrial gene fragments (12S

and Cytochrome b) sequenced at CEH on

an Illumina MiSeq

Page 5: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA detects lake fish presence

Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%)

Gill netting survey 2014: 4 (25%)

Gill netting survey 2015: 5 (31%)

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12S freq

cytb freq

Prop

ortio

n of

site

s pre

sent

Lake Windermere, January 2015 (65 samples)

Hänfling et al. 2016, Molecular Ecology

Page 6: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

Prop

ortio

n of

site

s pre

sent

0

0.2

0.4

0.6

0.8

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12S freq

cytb freq

Lake Windermere, January 2015 (65 samples)

Species not previously recorded 12S: 6 species Cytb: 3 species

eDNA detects lake fish presence

Page 7: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

0

0.1

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0 2 4 6 8 10 12 14 16 18

January 2015

Long term rank (based on 30 years of established method surveys)

eDN

A ab

unda

nce

(site

occ

upan

cy)

eDNA reflects species abundance

Windermere both basins

r = - 0.77; P < 0.001

Page 8: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

• Perch detected throughout lake

• Arctic charr predominantly North Basin

• Bream more common in South Basin

Spatial distribution of eDNA

Occupancy data demonstrate that species are not equally distributed across the lake e.g.

Page 9: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA distribution reflects fish ecology

Oligotrophic association

Eutrophic association

No association

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25

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1945 1955 1965 1975 1985 1995 2005Year

Mea

n SR

P in

firs

t 4 w

eeks

(mg

m-3

)North basin

South basin

Hänfling et al. 2016, Molecular Ecology

Mesotrophic

Eutrophic-mesotrophic

Page 10: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA distribution reflects fish ecology

• Large and common species found consistently across transects

• Small littoral species predominantly in shallower habitats

• Arctic charr was only found in midwater and bottom samples

Shore-west 5m

20m Midline

Shore-East

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eDN

A ab

unda

nce

(12S

)

Windermere North Basin

Sampling in Phase 2

Page 11: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

eDNA detection of rare species Vendace (Coregonus albula) in Cumbrian lakes

• Five offshore and one shore line sample in each lake

• Positive detection in two Derwent Water sites, but none in Bassenthwaite Lake (only three individuals caught since 2000)

• Is qPCR more sensitive compared to metabarcoding? Ongoing work with Glenn Rhodes (CEH)

PhD studentship available (UoH collaboration with CEH and SNH): “eDNA monitoring of conservation priority fish in UK freshwaters” Deadline for applications 3rd June 2016

Derwent Water

Bassenthwaite Lake

Page 12: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

Summary

• eDNA metabarcoding is highly sensitive for fish species detection and outperforms established methods even in oligotrophic lakes

• Relative abundance estimates from eDNA and long term data correlate strongly.

• eDNA can tell us about species distribution on a small geographical scale and provide important ecological information

• Some differences between shore and offshore sampling… important for monitoring strategies

• Metabarcoding may just be as powerful as single species approaches for detecting rare species

• eDNA based metabarcoding has a huge potential for large scale biodiversity monitoring and to provide data to answer fundamental ecological questions

Page 13: Funding...and Cytochrome b) sequenced at CEH on an Illumina MiSeq eDNA detects lake fish presence Previously (ever) recorded species: 16 eDNA metabarcoding (Jan-15): 14 (88%) Gill

So long and thanks for all the fish help … UoH team: Dr. Lori Lawson-Handley PostDocs: Dr. Christoph Hahn Dr. Helen Kimbell Dr. Paul Nichols Dr. Harriet Johnson Dr. Hayley Watson Dr. Rose Wilcox Dr. Rob Donnelly PhD students: Joe Li Rosie Blackman Marco Benucci Lynsey Harper

CEH team: Dr. Ian Winfield Dr. Dan Read Dr. Anna Oliver Ben James Janice Fletcher

FBA and MEFGL Bangor for use of facilities!

EA, SEPA and NRW team: Dr. Kerry Walsh Dr. Graeme Peirson Dr. Willie Duncan Dr. Alistair Duguid Dr. Tristan Hatton Ellis