SlideShare a Scribd company logo
1 of 21
Download to read offline
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

More Related Content

What's hot

Yvonne Wetzig_AGU Poster 2015
Yvonne Wetzig_AGU Poster 2015Yvonne Wetzig_AGU Poster 2015
Yvonne Wetzig_AGU Poster 2015
Yvonne Wetzig
 
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
Adrian Alvarez
 
Final presentation draft 3.14.14
Final presentation draft 3.14.14Final presentation draft 3.14.14
Final presentation draft 3.14.14
Ramsey Millison
 

What's hot (19)

Yvonne Wetzig_AGU Poster 2015
Yvonne Wetzig_AGU Poster 2015Yvonne Wetzig_AGU Poster 2015
Yvonne Wetzig_AGU Poster 2015
 
118269
118269118269
118269
 
Climate-hydrology-ecology interactions in glacierized river systems [David Ha...
Climate-hydrology-ecology interactions in glacierized river systems [David Ha...Climate-hydrology-ecology interactions in glacierized river systems [David Ha...
Climate-hydrology-ecology interactions in glacierized river systems [David Ha...
 
Lisa Kellogg, "Oysters, reef restoration and water quality: A Chesapeake Bay...
Lisa Kellogg, "Oysters, reef restoration and water quality: A Chesapeake Bay...Lisa Kellogg, "Oysters, reef restoration and water quality: A Chesapeake Bay...
Lisa Kellogg, "Oysters, reef restoration and water quality: A Chesapeake Bay...
 
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
Trace Element and Nutrient Concentrations Across An Anthropogenic Gradient 4t...
 
2013 MASTS eposter - coastal salmon agent-based model
2013 MASTS eposter - coastal salmon agent-based model2013 MASTS eposter - coastal salmon agent-based model
2013 MASTS eposter - coastal salmon agent-based model
 
Fields-Sommers_SFS_presentation
Fields-Sommers_SFS_presentationFields-Sommers_SFS_presentation
Fields-Sommers_SFS_presentation
 
Carl LoBue, "TNC’s shellfish restoration efforts on Long Island NY: Achieveme...
Carl LoBue, "TNC’s shellfish restoration efforts on Long Island NY: Achieveme...Carl LoBue, "TNC’s shellfish restoration efforts on Long Island NY: Achieveme...
Carl LoBue, "TNC’s shellfish restoration efforts on Long Island NY: Achieveme...
 
Natural Flood Management - Lawrence Belleni, River Forth Fisheries Trust
Natural Flood Management - Lawrence Belleni, River Forth Fisheries TrustNatural Flood Management - Lawrence Belleni, River Forth Fisheries Trust
Natural Flood Management - Lawrence Belleni, River Forth Fisheries Trust
 
Abstract_Renner
Abstract_RennerAbstract_Renner
Abstract_Renner
 
Kaplan presentation2011
Kaplan presentation2011Kaplan presentation2011
Kaplan presentation2011
 
Abstract: Linking Nitrogen Pollution in Estuaries to Rocky Shores: A stable I...
Abstract: Linking Nitrogen Pollution in Estuaries to Rocky Shores: A stable I...Abstract: Linking Nitrogen Pollution in Estuaries to Rocky Shores: A stable I...
Abstract: Linking Nitrogen Pollution in Estuaries to Rocky Shores: A stable I...
 
Abstract: Linking nitrogen pollution in estuaries to rocky shores: A stable i...
Abstract: Linking nitrogen pollution in estuaries to rocky shores: A stable i...Abstract: Linking nitrogen pollution in estuaries to rocky shores: A stable i...
Abstract: Linking nitrogen pollution in estuaries to rocky shores: A stable i...
 
Isar to VR
Isar to VRIsar to VR
Isar to VR
 
FLAMEpresentation
FLAMEpresentationFLAMEpresentation
FLAMEpresentation
 
Scottish water
Scottish waterScottish water
Scottish water
 
Changing Oceans Expedition - UKOA
Changing Oceans Expedition - UKOAChanging Oceans Expedition - UKOA
Changing Oceans Expedition - UKOA
 
Chasing channel sands
Chasing channel sandsChasing channel sands
Chasing channel sands
 
Final presentation draft 3.14.14
Final presentation draft 3.14.14Final presentation draft 3.14.14
Final presentation draft 3.14.14
 

Viewers also liked

Beaux Voyages En Avions
Beaux Voyages En AvionsBeaux Voyages En Avions
Beaux Voyages En Avions
lcos83
 
โครงการปฏิบัติธรรมนำใจ
โครงการปฏิบัติธรรมนำใจโครงการปฏิบัติธรรมนำใจ
โครงการปฏิบัติธรรมนำใจ
โลมา ลา
 
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
CaBASupport
 
19. Role of Enforcement in Catchment Management
19. Role of Enforcement in Catchment Management19. Role of Enforcement in Catchment Management
19. Role of Enforcement in Catchment Management
Environmental Protection Agency, Ireland
 

Viewers also liked (20)

Webinar social media and e learning Sept 2012
Webinar social media and e learning Sept 2012Webinar social media and e learning Sept 2012
Webinar social media and e learning Sept 2012
 
PSOP 2010
PSOP 2010PSOP 2010
PSOP 2010
 
Beaux Voyages En Avions
Beaux Voyages En AvionsBeaux Voyages En Avions
Beaux Voyages En Avions
 
Confluence 15: Autumn 12
Confluence 15: Autumn 12Confluence 15: Autumn 12
Confluence 15: Autumn 12
 
WRT CaBA/CRF Conference 02/12/14 - Adrian Dowding
WRT CaBA/CRF Conference 02/12/14 - Adrian DowdingWRT CaBA/CRF Conference 02/12/14 - Adrian Dowding
WRT CaBA/CRF Conference 02/12/14 - Adrian Dowding
 
โครงการปฏิบัติธรรมนำใจ
โครงการปฏิบัติธรรมนำใจโครงการปฏิบัติธรรมนำใจ
โครงการปฏิบัติธรรมนำใจ
 
WRT CaBA/CRF Conference 02/12/14 - Peter Downs
WRT CaBA/CRF Conference 02/12/14 - Peter DownsWRT CaBA/CRF Conference 02/12/14 - Peter Downs
WRT CaBA/CRF Conference 02/12/14 - Peter Downs
 
Confluence 12: Spring 2011
Confluence 12: Spring 2011Confluence 12: Spring 2011
Confluence 12: Spring 2011
 
Taw River Improvement Project - Science Day
Taw River Improvement Project - Science DayTaw River Improvement Project - Science Day
Taw River Improvement Project - Science Day
 
WRVS Case Study - eLearning Challenges
WRVS Case Study - eLearning ChallengesWRVS Case Study - eLearning Challenges
WRVS Case Study - eLearning Challenges
 
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
CaBA Citizen Science and Volunteer Monitoring Resource Pack (hi res)
 
Benchmarking for eLearning Success - CeLC March 2012
Benchmarking for eLearning Success - CeLC March 2012Benchmarking for eLearning Success - CeLC March 2012
Benchmarking for eLearning Success - CeLC March 2012
 
WRT CaBA/CRF Conference 02/12/14 - Angela Bartlett
WRT CaBA/CRF Conference 02/12/14 - Angela BartlettWRT CaBA/CRF Conference 02/12/14 - Angela Bartlett
WRT CaBA/CRF Conference 02/12/14 - Angela Bartlett
 
19. Role of Enforcement in Catchment Management
19. Role of Enforcement in Catchment Management19. Role of Enforcement in Catchment Management
19. Role of Enforcement in Catchment Management
 
Les Briefs - Ateliers de création prospective
Les Briefs - Ateliers de création prospectiveLes Briefs - Ateliers de création prospective
Les Briefs - Ateliers de création prospective
 
Tamar Catchment Plan 2012: Summary
Tamar Catchment Plan 2012: SummaryTamar Catchment Plan 2012: Summary
Tamar Catchment Plan 2012: Summary
 
WRT CaBA/CRF Conference 02/12/14 - Laurence Couldrick
WRT CaBA/CRF Conference 02/12/14 - Laurence CouldrickWRT CaBA/CRF Conference 02/12/14 - Laurence Couldrick
WRT CaBA/CRF Conference 02/12/14 - Laurence Couldrick
 
WRT CaBA/CRF Conference 02/12/14 - Jerry Gallop
WRT CaBA/CRF Conference 02/12/14 - Jerry GallopWRT CaBA/CRF Conference 02/12/14 - Jerry Gallop
WRT CaBA/CRF Conference 02/12/14 - Jerry Gallop
 
Plenary Talk at the 3rd CaBA Training Workshop (Slimbridge)
Plenary Talk at the 3rd CaBA Training Workshop (Slimbridge)Plenary Talk at the 3rd CaBA Training Workshop (Slimbridge)
Plenary Talk at the 3rd CaBA Training Workshop (Slimbridge)
 
Upstream Thinking Catchment Management Evidence Review - Water Quality
Upstream Thinking Catchment Management Evidence Review - Water QualityUpstream Thinking Catchment Management Evidence Review - Water Quality
Upstream Thinking Catchment Management Evidence Review - Water Quality
 

Similar to WRT CaBA/CRF Conference 02/12/14 - Andy King & Jamie Stevens

Pearce and Mann 2006
Pearce and Mann 2006Pearce and Mann 2006
Pearce and Mann 2006
Vicky Mann
 
DUGG 2012 Bing Final low res
DUGG 2012 Bing Final low resDUGG 2012 Bing Final low res
DUGG 2012 Bing Final low res
Christiane Alepuz
 
River Crew 2016 Poster Draft
River Crew 2016 Poster DraftRiver Crew 2016 Poster Draft
River Crew 2016 Poster Draft
Olivia Williams
 
Poster watershed FINAL
Poster watershed FINALPoster watershed FINAL
Poster watershed FINAL
Britney Wells
 
Weber River Partnership native species presentation
Weber River Partnership native species presentationWeber River Partnership native species presentation
Weber River Partnership native species presentation
Paul Thompson
 
OLA 2009 -- 25 years-- a silver lined anniversary
OLA 2009 -- 25 years-- a silver lined anniversaryOLA 2009 -- 25 years-- a silver lined anniversary
OLA 2009 -- 25 years-- a silver lined anniversary
Paul Robertson
 
WaterintheEnvfinalpaper
WaterintheEnvfinalpaperWaterintheEnvfinalpaper
WaterintheEnvfinalpaper
Kelly Raynor
 

Similar to WRT CaBA/CRF Conference 02/12/14 - Andy King & Jamie Stevens (20)

A Chemical and Biochemical Profile of The First Mine in Alabama
A Chemical and Biochemical Profile of The First Mine in AlabamaA Chemical and Biochemical Profile of The First Mine in Alabama
A Chemical and Biochemical Profile of The First Mine in Alabama
 
Pearce and Mann 2006
Pearce and Mann 2006Pearce and Mann 2006
Pearce and Mann 2006
 
Otolith2
Otolith2Otolith2
Otolith2
 
posterlayoutnew
posterlayoutnewposterlayoutnew
posterlayoutnew
 
Water Worries -- Nitrogen From Septic Tanks, Fertilizer, Poor Sewage Treatmen...
Water Worries -- Nitrogen From Septic Tanks, Fertilizer, Poor Sewage Treatmen...Water Worries -- Nitrogen From Septic Tanks, Fertilizer, Poor Sewage Treatmen...
Water Worries -- Nitrogen From Septic Tanks, Fertilizer, Poor Sewage Treatmen...
 
Spawning Behavior of Trout and Utility of Redd Counts
Spawning Behavior of Trout and Utility of Redd CountsSpawning Behavior of Trout and Utility of Redd Counts
Spawning Behavior of Trout and Utility of Redd Counts
 
DUGG 2012 Bing Final low res
DUGG 2012 Bing Final low resDUGG 2012 Bing Final low res
DUGG 2012 Bing Final low res
 
2018-08-31 - Tim Pietsch - How old was Kiacatoo Man?
2018-08-31 - Tim Pietsch - How old was Kiacatoo Man?2018-08-31 - Tim Pietsch - How old was Kiacatoo Man?
2018-08-31 - Tim Pietsch - How old was Kiacatoo Man?
 
CL_LOIPOSTERFINAL
CL_LOIPOSTERFINALCL_LOIPOSTERFINAL
CL_LOIPOSTERFINAL
 
River Crew 2016 Poster Draft
River Crew 2016 Poster DraftRiver Crew 2016 Poster Draft
River Crew 2016 Poster Draft
 
Poster watershed FINAL
Poster watershed FINALPoster watershed FINAL
Poster watershed FINAL
 
Heavy Metal Contamination.ppt
Heavy Metal Contamination.pptHeavy Metal Contamination.ppt
Heavy Metal Contamination.ppt
 
2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptx2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptx
 
Weber River Partnership native species presentation
Weber River Partnership native species presentationWeber River Partnership native species presentation
Weber River Partnership native species presentation
 
2006 09 10,000 Years of Change, Richard Brunning
2006 09 10,000 Years of Change, Richard Brunning2006 09 10,000 Years of Change, Richard Brunning
2006 09 10,000 Years of Change, Richard Brunning
 
OLA 2009 -- 25 years-- a silver lined anniversary
OLA 2009 -- 25 years-- a silver lined anniversaryOLA 2009 -- 25 years-- a silver lined anniversary
OLA 2009 -- 25 years-- a silver lined anniversary
 
Lamprey Research Update - Schreck, et al.
Lamprey Research Update - Schreck, et al.Lamprey Research Update - Schreck, et al.
Lamprey Research Update - Schreck, et al.
 
Hayes2010.ppt
Hayes2010.pptHayes2010.ppt
Hayes2010.ppt
 
UWV draft 3
UWV draft 3UWV draft 3
UWV draft 3
 
WaterintheEnvfinalpaper
WaterintheEnvfinalpaperWaterintheEnvfinalpaper
WaterintheEnvfinalpaper
 

More from Westcountry Rivers Trust

More from Westcountry Rivers Trust (20)

Soils event 2018 combined presentations
Soils event 2018 combined presentationsSoils event 2018 combined presentations
Soils event 2018 combined presentations
 
The Rivers Trust Autumn Conference: Day 2 - Session 3
The Rivers Trust Autumn Conference: Day 2 - Session 3The Rivers Trust Autumn Conference: Day 2 - Session 3
The Rivers Trust Autumn Conference: Day 2 - Session 3
 
The Rivers Trust Autumn Conference: Day 2 - Session 2
The Rivers Trust Autumn Conference: Day 2 - Session 2The Rivers Trust Autumn Conference: Day 2 - Session 2
The Rivers Trust Autumn Conference: Day 2 - Session 2
 
The Rivers Trust Autumn Conference: Day 2 - Session 1
The Rivers Trust Autumn Conference: Day 2 - Session 1The Rivers Trust Autumn Conference: Day 2 - Session 1
The Rivers Trust Autumn Conference: Day 2 - Session 1
 
The Rivers Trust Autumn Conference: Day 1 - Session 3
The Rivers Trust Autumn Conference: Day 1 - Session 3The Rivers Trust Autumn Conference: Day 1 - Session 3
The Rivers Trust Autumn Conference: Day 1 - Session 3
 
The Rivers Trust Autumn Conference: Day 1 - Session 1
The Rivers Trust Autumn Conference: Day 1 - Session 1The Rivers Trust Autumn Conference: Day 1 - Session 1
The Rivers Trust Autumn Conference: Day 1 - Session 1
 
The Rivers Trust Autumn Conference: Day 1 - Session 2
The Rivers Trust Autumn Conference: Day 1 - Session 2The Rivers Trust Autumn Conference: Day 1 - Session 2
The Rivers Trust Autumn Conference: Day 1 - Session 2
 
Local Action Project Demo Area: Leicester
Local Action Project Demo Area: LeicesterLocal Action Project Demo Area: Leicester
Local Action Project Demo Area: Leicester
 
Ecosystem Service Benefits in the Urban Environment
Ecosystem Service Benefits in the Urban EnvironmentEcosystem Service Benefits in the Urban Environment
Ecosystem Service Benefits in the Urban Environment
 
Local Action Project Demo Area: Manchester
Local Action Project Demo Area: ManchesterLocal Action Project Demo Area: Manchester
Local Action Project Demo Area: Manchester
 
Local Action Project Demo Area: Thames Estuary Partnership
Local Action Project Demo Area: Thames Estuary PartnershipLocal Action Project Demo Area: Thames Estuary Partnership
Local Action Project Demo Area: Thames Estuary Partnership
 
Introduction to mapping and geographical information systems
Introduction to mapping and geographical information systemsIntroduction to mapping and geographical information systems
Introduction to mapping and geographical information systems
 
Rapid, fine-scale remote sensing to support targeted catchment management
Rapid, fine-scale remote sensing to support targeted catchment managementRapid, fine-scale remote sensing to support targeted catchment management
Rapid, fine-scale remote sensing to support targeted catchment management
 
CaBA GI & Urban Water Management Workshop
CaBA GI & Urban Water Management WorkshopCaBA GI & Urban Water Management Workshop
CaBA GI & Urban Water Management Workshop
 
Urban Environmental Benefits Conference Oct 2015 Pitches
Urban Environmental Benefits Conference Oct 2015 PitchesUrban Environmental Benefits Conference Oct 2015 Pitches
Urban Environmental Benefits Conference Oct 2015 Pitches
 
Nick Paling Lecture on river catchment water quality assessment
Nick Paling Lecture on river catchment water quality assessmentNick Paling Lecture on river catchment water quality assessment
Nick Paling Lecture on river catchment water quality assessment
 
WRT CaBA/CRF Conference 02/12/14 - Steve Granger
WRT CaBA/CRF Conference 02/12/14 - Steve GrangerWRT CaBA/CRF Conference 02/12/14 - Steve Granger
WRT CaBA/CRF Conference 02/12/14 - Steve Granger
 
WRT CaBA/CRF Conference 02/12/14 - Sean Comber
WRT CaBA/CRF Conference 02/12/14 - Sean ComberWRT CaBA/CRF Conference 02/12/14 - Sean Comber
WRT CaBA/CRF Conference 02/12/14 - Sean Comber
 
WRT CaBA/CRF Conference 02/12/14 - Scott West
WRT CaBA/CRF Conference 02/12/14 - Scott WestWRT CaBA/CRF Conference 02/12/14 - Scott West
WRT CaBA/CRF Conference 02/12/14 - Scott West
 
WRT CaBA/CRF Conference 02/12/14 - Nick Paling
WRT CaBA/CRF Conference 02/12/14 - Nick PalingWRT CaBA/CRF Conference 02/12/14 - Nick Paling
WRT CaBA/CRF Conference 02/12/14 - Nick Paling
 

Recently uploaded

一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
qogbuux
 
A systematic review of the implementation of Industry 4.0 in human resources
A systematic review of the implementation of Industry 4.0 in human resourcesA systematic review of the implementation of Industry 4.0 in human resources
A systematic review of the implementation of Industry 4.0 in human resources
BOHR International Journal of Operations Management Research and Practices
 
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
pcoow
 
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
qogbuux
 
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
yegohah
 
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
Open Access Research Paper
 
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
exehay
 
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
tyvaq
 
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
pcoow
 
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
Open Access Research Paper
 
Climate change Presentation for students who need it
Climate change Presentation for students who need itClimate change Presentation for students who need it
Climate change Presentation for students who need it
maythadar1312
 

Recently uploaded (20)

一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
一比一原版(Adelaide毕业证)阿德莱德大学毕业证成绩单
 
A systematic review of the implementation of Industry 4.0 in human resources
A systematic review of the implementation of Industry 4.0 in human resourcesA systematic review of the implementation of Industry 4.0 in human resources
A systematic review of the implementation of Industry 4.0 in human resources
 
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
一比一原版(SUT毕业证)斯威本科技大学毕业证成绩单
 
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
 
Powers of State Pollution Control Board - The Water Act 1974
Powers of State Pollution Control Board - The Water Act 1974Powers of State Pollution Control Board - The Water Act 1974
Powers of State Pollution Control Board - The Water Act 1974
 
New Metrics for Sustainable Prosperity: Options for GDP+3 (preliminary study)
New Metrics for Sustainable Prosperity: Options for GDP+3 (preliminary study)New Metrics for Sustainable Prosperity: Options for GDP+3 (preliminary study)
New Metrics for Sustainable Prosperity: Options for GDP+3 (preliminary study)
 
DESERT ECOSYSTEM AND ITS CHARACTERISTICS AND TYPES
DESERT ECOSYSTEM AND ITS CHARACTERISTICS AND TYPESDESERT ECOSYSTEM AND ITS CHARACTERISTICS AND TYPES
DESERT ECOSYSTEM AND ITS CHARACTERISTICS AND TYPES
 
Powers and Functions of CPCB - The Water Act 1974.pdf
Powers and Functions of CPCB - The Water Act 1974.pdfPowers and Functions of CPCB - The Water Act 1974.pdf
Powers and Functions of CPCB - The Water Act 1974.pdf
 
WhatsUpp In... Alpine Region concerning Hydrogen Valleys - 16 mai 2024
WhatsUpp In... Alpine Region concerning Hydrogen Valleys - 16 mai 2024WhatsUpp In... Alpine Region concerning Hydrogen Valleys - 16 mai 2024
WhatsUpp In... Alpine Region concerning Hydrogen Valleys - 16 mai 2024
 
SUNDERBANS-a case study(E.V.S. PROJECT).pptx
SUNDERBANS-a case study(E.V.S. PROJECT).pptxSUNDERBANS-a case study(E.V.S. PROJECT).pptx
SUNDERBANS-a case study(E.V.S. PROJECT).pptx
 
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
一比一原版(Southern Cross毕业证)南十字星大学毕业证成绩单
 
LANDFILL AND ITS EFFECT(Managing waste).pptx
LANDFILL AND ITS EFFECT(Managing waste).pptxLANDFILL AND ITS EFFECT(Managing waste).pptx
LANDFILL AND ITS EFFECT(Managing waste).pptx
 
Gender and Climate Change in Viet Nam.pdf
Gender and Climate Change in Viet Nam.pdfGender and Climate Change in Viet Nam.pdf
Gender and Climate Change in Viet Nam.pdf
 
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
Micro RNA genes and their likely influence in rice (Oryza sativa L.) dynamic ...
 
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
一比一原版EUR毕业证鹿特丹伊拉斯姆斯大学毕业证成绩单如何办理
 
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
一比一原版(Lincoln毕业证)新西兰林肯大学毕业证成绩单
 
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
一比一原版(Monash毕业证)莫纳什大学毕业证成绩单
 
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
Use of Raffias’ species (Raphia spp.) and its impact on socioeconomic charact...
 
Climate change Presentation for students who need it
Climate change Presentation for students who need itClimate change Presentation for students who need it
Climate change Presentation for students who need it
 
Paper: Man and Environmental relationship
Paper: Man and Environmental relationshipPaper: Man and Environmental relationship
Paper: Man and Environmental relationship
 

WRT CaBA/CRF Conference 02/12/14 - Andy King & Jamie Stevens

  • 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