non-invasive genetic methods to study wildlife populations ... manseau.pdf · non-invasive genetic...

20
Micheline Manseau, PhD Parks Canada & Natural Resources Institute, University of Manitoba www.lecol-ck.ca Non-invasive genetic methods to study wildlife populations new possibilities

Upload: lamdang

Post on 18-Apr-2018

222 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Micheline Manseau, PhD

Parks Canada

&

Natural Resources Institute, University of Manitoba

www.lecol-ck.ca

Non-invasive genetic methods to study wildlife

populations – new possibilities

Page 2: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Information required to support wildlife management …

Wildlife conservation

Methods?

• Species distribution

• Population boundaries

• Population size and trend

• Impact of land use activities

• Historical perspectives

Page 3: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

DNA extraction & marker amplification, hormones analysis

Ball, Pither, Manseau, Petersen, Clark, Morrill and Wilson. 2007. Conservation Genetic. 8: 577-586

Nuclear DNA (microsatellite)

Mitochondrial DNA

Gender marker

Hormones and isotopes analysis

Cullingham, Curteanu, Ball , Manseau and Wilson. 2010. Journal of Wildlife Management. 74: 849-859

Morden et al. 2011. Journal of Wildlife Management . 75:1426–1435.

Genetic, hormones and isotopes analysis

Page 4: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Species identification and distribution, biodiversity, diet analysis

Molecular Ecology - Special Issue – Environmental DNA

Volume 21, April 2012

Page 5: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Banfield. 1961. National Museum of Canada Bulletin.

Weckworth, Musiani, McDevitt, Hebblewhite and Mariani. 2012. Molecular Ecology. Early View.

Klutsch, Manseau and Wilson. 2012. Proceedings of the Royal Society B (submittted).

Species and subspecies characterization, conservation units

Page 6: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Population genetic structure and characteristics

Polfus, Galpern, Manseau and Wilson. 2012. Joint Congress on Evolutionary Biology.

Page 7: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Population genetic structure and characteristics

Ball, Fennigan, Manseau and Wilson. 2010. Conservation Genetics. 11:2131–2143

Page 8: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Amount and directionality of animal movement between populations

Ball, Fennigan, Manseau and Wilson. 2010. Conservation Genetics. 11:2131–2143.

Frequency-based assignment tests

Thompson, Manseau and Wilson. 2012. Global Change (in prep.)

Page 9: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Current and historical gene flow, historical ecology

Petersen, Manseau and Wilson. 2010. Journal of Mammalogy. 91: 698-711.

Page 10: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Population size, trend, individual fitness, sociogenetic

Kendall et al. USGS Glacier Field Station, Montana

Page 11: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Population size, trend, individual fitness, sociogenetic

Page 12: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Scoring genetic profiles

Galpern, Manseau, Hettinga, Wilson and Smith. 2011. Molecular Ecology Resources. 12: 771–778.

Page 13: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Finding unique genotypes and replicates - Allelematch

Galpern, Manseau, Hettinga, Wilson and Smith. 2011. Molecular Ecology Resources. 12: 771–778.

Page 14: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Population parameters

Individual genotypes - markers • Population sizes

• Population trends

• Survival rate

• Pregnancy rate (hormones)

• Sex ratio

Individual genotypes – alleles • Genetic diversity, inbreeding coefficient

• Effective population sizes

• Individual-based analysis, spatial autocorrelation

in measures of relatedness

• Pedigrees, fine-scale social organization,

sociogenetic

• Mitochondrial DNA, Y-chromosome

Page 15: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Capture Mark Recapture

Closed and Open Population Models

Estimates of survival (Φ), population growth trend (λ) and recruitment

derived from sampling intervals over long timeframe. Can be gender

specific.

Used to estimate population rate of change

Hettinga , Arnason, Manseau, Cross, Whaley and Wilson. 2011. Journal of Wildlife Management. DOI:

10.1002/jwmg.380.

Page 16: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

North Interlake herd

Population parameters Sex ratio 60F:40M 2005-2010

Population estimates – CMR models

2007 : 98 (lower), 41 (upper)

2008 : 79 (lower), 32 (upper)

2009 : 73 (lower), 31 (upper)

Survival rates: 75% (F), 65% (M)

Lambda (5 years): 0.83 (0.07) (F), 0.95 (0.06) (M)

Pregnancy rate: 85%

Expected heterozigozity: 0.63 (lower), 0.69 (upper)

Inbreeding coefficient: 0.05 (lower), 0.07 (upper)

Genetic cluster: small geographical area

Population assignment: 100% (lower), 96% (upper)

Gene flow: limited and northward

Historical gene flow: significant and bidirectional

Haplotypes: 9

Haplogroup origin: south of the Laurentian ice sheet

Hettinga , Arnason, Manseau, Cross, Whaley and Wilson. 2011. Journal of Wildlife Management. DOI:

10.1002/jwmg.380.

Ball, Fennigan, Manseau and Wilson. 2010. Conservation Genetics. 11:2131–2143.

Page 17: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

If animals are not

moving freely and

mixing their genes…

individuals in the same

habitat cluster should be

more closely related than

individuals in separate

clusters

Galpern, Manseau and Fall. 2011.

Biological Conservation. 144:44-55

Galpern, Manseau and Wilson. 2012.

Molecular Ecology. Early View.

Landscape genetic

Page 18: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

A

collaborative

research

framework

that could

involve

citizens.

Page 19: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

… new methods to better understand the species’ biology and

ecology at different spatial and temporal scales.

- non-invasive method

- large sample size

- longer time frame, both genders

- a marker and a source of information

Page 20: Non-invasive genetic methods to study wildlife populations ... Manseau.pdf · Non-invasive genetic methods to study wildlife populations – new possibilities . ... new methods to

Collaborators & Contributors Paul Wilson, Paul Galpern, Corneylia Klutsch, Jean Polfus, Laura Thompson, Peter Hettinga,

Laura Fennigan, Marina Kerr, Karen Smith, Mark Bradley, Leyla Neufeld, Saakje Kazenburg,

Maria Arlt, Casidhe Dyke, Sones Keobouasone, Dan Frandsen, Tim Trottier, Al Arsenault, Fiona

Moreland, Brad Tokaruk, Ed Kewal, Mark Ball, Andrew Fall, Marie-Josée Fortin, Dan O’Brien,

Jeff Clark, Stephen Petersen, Richard Pither, Jennifer Keeney, Glen Brown, Kent Whaley, Dale

Cross, Vicki Trim, Daryll Hedman, Fiona Scurrah

Project funded by CRD-NSERC, Strategic NSERC, Parks Canada (Jasper, Banff, Prince Albert, Grasslands, Wood

Buffalo, Quttinirpaaq,Wapusk National Parks), Endangered Species at Risk Funds, Sask

Environment, Prince Albert Model Forest, Nunavut Government, Weyerhaeuser, Manitoba

Conservation, Manitoba Hydro, Habitat Stewardship Program, NSERC, GEOIDE Centre of

Excellence, Trent University, University of Manitoba