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Exploring the genetic basis of metal
tolerance in populations of the
brown trout (Salmo trutta L.)
Josephine Paris, Andrew King &
Jamie Stevens
Camel Fal Hayle Red River
Zinc (ug/l) 17 37 350 238
Copper (ug/l) 5 5 28 27
Arsenic (ug/l) 4 4 9 86
Clean Metal
For example, the River Hayle
• Essentially copper
producing mines
• Record production
approaching 160,000 tons
of concentrates.
• Small amounts of zinc and
lead, plus some silver.
• Tin is recorded from only
three of the mines and
outputs are insignificant.
What we’ve found
Each trout metal population has a different genetic profile
compared to trout from clean rivers, and other metal
populations
We have timed the generation of each distinct heavy metal
population to historical events relating to mining activity
Metal-impacted populations have lower genetic diversity
compared to reference ‘clean’ rivers… evidence of population
bottlenecks & local adaptation
15 populations
641 individuals
25 microsatellite loci
9 potentially under
selection
Lower genetic diversity in heavy metal rivers
25 microsatellite loci15 populations
641 individuals
5.50
6.50
7.50
8.50
9.50
10.50
AR
0.55
0.60
0.65
0.70
0.75
0.80
He
0.55
0.60
0.65
0.70
0.75
0.80
Ho
100
0.05
Analysis of trout microsatellite genotype profiles = highly structured
Distinct population structure
Hayle 1
Gannel 2
Fal
Camel 1
Camel 2
Gannel 1
Tresillian
Hayle 2
Crowlas
Trevaylor 1
Trevaylor 2
Hayle 3Hayle 4
Red River 1
Red River 2
Coord.2:19.8%
Coord. 1: 45.2%
Next step:
RAD-seq-based SNP discovery
• Allows for rapid genome-wide screening for fine-scale
(inter-population) variation
• Allows for detection of genetic markers (SNPs) associated
with adaptive traits (= identification of non-neutral
genetic loci)
• Preliminary analysis identifies SNPs (polymorphisms)
associated with survival in metal impacted waters; some
of these SNPs are in areas of the genome associated with
metal processing, e.g. metallothionein.
Genetic Investigations on
Brown Trout from the
Devon Avon
R. Andrew King, Bruce Stockley & Jamie R. Stevens
Exeter University & Westcountry Rivers Trust
Devon Avon
• Also known as the River Aune
• Catchment is in the South Hams district of Devon
• River is approx. 35km in length and 105km2, rising
on Dartmoor and entering the sea at Bigbury-on-Sea
• Catchment is included, along with the Erme and
Yealm, in the CRF South Hams River Improvement
Project (SHRImP)
WFD Failures
• EA report published January 2011
• Upper Avon is failing Water
Framework Directive (WFD) for fish
and acidity
• Section downstream of the Avon
Dam is notable for the absence of
salmon and eels, but trout are
present
• This was suspected as being due to
the combined influence of the Avon
Dam (1957) and low acidity (post-
Industrial Revolution)
WRT Management Questions
• Q1 - Is the Avon Dam having a genetic affect on
the trout populations downstream of the dam?
• Q2 - Are there genetic differences between the
trout populations above and below the Avon
Dam?
Genetic Analyses
• Samples collected from multiple sites along the river by
Environment Agency and Westcountry Rivers Trust staff during
routine electrofishing surveys
• Total sample of 236 fish
• Grouped into five ‘populations’
• Us Avon Dam
• Avon Dam to Shipley
• Shipley to South Brent
• Avonwick
• Bickham Bridge
• Screened for variation at 19 putatively neutral
microsatellite loci used during the AARC Project
• Basic measures of genetic diversity calculated and
genetic structuring investigated
Bickham Br
2012 - N=29
Avonwick
2011 - N=44
N=number collected
us Avon Dam
2013 - N=76
Dam to Shipley
2013 - N=14
2014 - N=36
Shipley to South Brent
2013 - N=10
2014 - N=29
Q1 - Gene Diversity
Q1 - Allelic Richness
Q1 - Private Allelic Richness
Q2 – Genetic structure
Us Avon Dam Dam to
Shipley
Shipley
to
South Brent
Avonwick Bickham
Bridge
US/DS Split Time
us Shipley ds Shipley
Conclusions
• We can give answers to WRT’s management questions
• The Avon Dam has had an affect on the levels of genetic
diversity in brown trout in the reaches downstream of
the dam
• There are two distinct genetic groups of brown trout in
the Devon Avon, but the boundary between the two is
not coincident with the dam
• Divergence time of the two groups suggests that the split
is not recent and that the trout population in the upper
Avon has been isolated above Shipley Falls for at least
3500 years
• This would suggest that the WFD failures for salmon
and eel are due to Shipley Falls acting as a natural
migration barrier (also for sea trout)
Acknowledgments
• Project was funded by the Westcountry Rivers
Trust and by the EU INTERREG AARC project
• Karensa Lawrie, Giles Rickard and Scott West
• Environment Agency Devon electrofishing teams
Investing in our common future

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  • 1. Exploring the genetic basis of metal tolerance in populations of the brown trout (Salmo trutta L.) Josephine Paris, Andrew King & Jamie Stevens
  • 2. Camel Fal Hayle Red River Zinc (ug/l) 17 37 350 238 Copper (ug/l) 5 5 28 27 Arsenic (ug/l) 4 4 9 86 Clean Metal
  • 3. For example, the River Hayle • Essentially copper producing mines • Record production approaching 160,000 tons of concentrates. • Small amounts of zinc and lead, plus some silver. • Tin is recorded from only three of the mines and outputs are insignificant.
  • 4. What we’ve found Each trout metal population has a different genetic profile compared to trout from clean rivers, and other metal populations We have timed the generation of each distinct heavy metal population to historical events relating to mining activity Metal-impacted populations have lower genetic diversity compared to reference ‘clean’ rivers… evidence of population bottlenecks & local adaptation 15 populations 641 individuals 25 microsatellite loci 9 potentially under selection
  • 5. Lower genetic diversity in heavy metal rivers 25 microsatellite loci15 populations 641 individuals 5.50 6.50 7.50 8.50 9.50 10.50 AR 0.55 0.60 0.65 0.70 0.75 0.80 He 0.55 0.60 0.65 0.70 0.75 0.80 Ho
  • 6. 100 0.05 Analysis of trout microsatellite genotype profiles = highly structured
  • 7. Distinct population structure Hayle 1 Gannel 2 Fal Camel 1 Camel 2 Gannel 1 Tresillian Hayle 2 Crowlas Trevaylor 1 Trevaylor 2 Hayle 3Hayle 4 Red River 1 Red River 2 Coord.2:19.8% Coord. 1: 45.2%
  • 8. Next step: RAD-seq-based SNP discovery • Allows for rapid genome-wide screening for fine-scale (inter-population) variation • Allows for detection of genetic markers (SNPs) associated with adaptive traits (= identification of non-neutral genetic loci) • Preliminary analysis identifies SNPs (polymorphisms) associated with survival in metal impacted waters; some of these SNPs are in areas of the genome associated with metal processing, e.g. metallothionein.
  • 9. Genetic Investigations on Brown Trout from the Devon Avon R. Andrew King, Bruce Stockley & Jamie R. Stevens Exeter University & Westcountry Rivers Trust
  • 10. Devon Avon • Also known as the River Aune • Catchment is in the South Hams district of Devon • River is approx. 35km in length and 105km2, rising on Dartmoor and entering the sea at Bigbury-on-Sea • Catchment is included, along with the Erme and Yealm, in the CRF South Hams River Improvement Project (SHRImP)
  • 11. WFD Failures • EA report published January 2011 • Upper Avon is failing Water Framework Directive (WFD) for fish and acidity • Section downstream of the Avon Dam is notable for the absence of salmon and eels, but trout are present • This was suspected as being due to the combined influence of the Avon Dam (1957) and low acidity (post- Industrial Revolution)
  • 12. WRT Management Questions • Q1 - Is the Avon Dam having a genetic affect on the trout populations downstream of the dam? • Q2 - Are there genetic differences between the trout populations above and below the Avon Dam?
  • 13. Genetic Analyses • Samples collected from multiple sites along the river by Environment Agency and Westcountry Rivers Trust staff during routine electrofishing surveys • Total sample of 236 fish • Grouped into five ‘populations’ • Us Avon Dam • Avon Dam to Shipley • Shipley to South Brent • Avonwick • Bickham Bridge • Screened for variation at 19 putatively neutral microsatellite loci used during the AARC Project • Basic measures of genetic diversity calculated and genetic structuring investigated
  • 14. Bickham Br 2012 - N=29 Avonwick 2011 - N=44 N=number collected us Avon Dam 2013 - N=76 Dam to Shipley 2013 - N=14 2014 - N=36 Shipley to South Brent 2013 - N=10 2014 - N=29
  • 15. Q1 - Gene Diversity
  • 16. Q1 - Allelic Richness
  • 17. Q1 - Private Allelic Richness
  • 18. Q2 – Genetic structure Us Avon Dam Dam to Shipley Shipley to South Brent Avonwick Bickham Bridge
  • 19. US/DS Split Time us Shipley ds Shipley
  • 20. Conclusions • We can give answers to WRT’s management questions • The Avon Dam has had an affect on the levels of genetic diversity in brown trout in the reaches downstream of the dam • There are two distinct genetic groups of brown trout in the Devon Avon, but the boundary between the two is not coincident with the dam • Divergence time of the two groups suggests that the split is not recent and that the trout population in the upper Avon has been isolated above Shipley Falls for at least 3500 years • This would suggest that the WFD failures for salmon and eel are due to Shipley Falls acting as a natural migration barrier (also for sea trout)
  • 21. Acknowledgments • Project was funded by the Westcountry Rivers Trust and by the EU INTERREG AARC project • Karensa Lawrie, Giles Rickard and Scott West • Environment Agency Devon electrofishing teams Investing in our common future