hajibabaei - biomonitoring 2.0 from microbes to mammals – ogi life sciences and mining workshop...

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Mehrdad Hajibabaei Biodiversity Institute of Ontario University of Guelph, Canada Create a biodiversity map using DNA information Use such a map to monitor species/ecosystems over time and space

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On May 6, 2014, the Ontario Genomics Institute (OGI) and its Scintelligence division hosted a one day life sciences and mining workshop in Sudbury, Ontario. The workshop featured speakers discussing opportunities around the application of life sciences and genomics approaches in environmental assessment, monitoring and remediation. More than 40 workshop participants from mining companies and environmental firms, academia, industry associations and funding agencies discussed how to apply these technologies to the mining industry. As a result, discussions are on-going in terms of potential new collaborations, and ways to move forward with the application of the life sciences in mining.

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Page 1: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Mehrdad Hajibabaei Biodiversity Institute of Ontario

University of Guelph, Canada

Create a biodiversity map using DNA information Use such a map to monitor species/ecosystems over time and space

Page 2: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Biodiversity is…

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Page 4: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Science of unknowns

Known biodiversity: 1.9 million species of plants and animals

Estimated biodiversity: 10 million to

100 million species

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Microbiome

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Macrobiome

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25 parataxonomists 200+ years accumulated experience.

ACG, Costa Rica: large-scale biodiversity inventory

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Taxonomic identification

Smithsonian Institution, Washington DC

John Burns

Page 9: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Lawton et al. 1998: Single site in Cameroon Birds: 50 scientist-hours Nematodes: 6000 scientist-hours Barlow et al. 2007 & Gardner et al. 2008: 5 tropical sites 15 taxonomic groups: 18200 person-hours

Challenges inherent in studies including a greater variety of species

Science 14 December 2012

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Duhamel, Quebe

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Wetlands of Louisiana

Page 14: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

After Alberta oil sands open pit mine. Photo: DJ Baird

Before Athabasca River tributary, N Alberta. Photo: DJ Baird

Page 15: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Nunavut

British Columbia Alberta

Northwest Territory

Environmental impact of rapid development in remote regions

Page 16: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Canadian Aquatic Biomonitoring Network

Page 17: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Monitoring >1000 Species Across Canada Differential sensitivity of these species to environmental change

Early Warning System

Page 18: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

The reference condition approach

Reference sites

Page 19: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

The reference condition approach

Test sites Reference model

Page 20: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Identification Bottleneck

Low capacity (<1000 samples/yr) Low throughput (~12 months) Low resolution (often only to Family-level) Low frequency (~ every 3 years) Labour intensive

Page 21: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

A DNA Based ID System for Species

DNA Barcoding

Typical cell has many

Mitochondria (green dots)

mtDNA

CO1

DNA Barcode

Mitochondrial Genome

Miotchondria contain DNA suitable for species identification

Page 22: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014
Page 23: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Hajibabaei et al. 2006

650 bases of DNA Barcode gene

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DNA barcodes distinguish species of tropical Lepidoptera

98% resolution ~5000 individuals in over 500 species

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Barcode coverage 10 March 2014

Page 27: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Extract DNA PCR Amplify Sequence

DNA barcoding single specimen workflow

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Barcoding “mixed samples” using Next Generation Sequencing

Target DNA barcode libraries

Specimen: mixed environmental sample

Sequence data for selected markers/DNA

barcodes

Spe

cies

iden

titie

s an

d se

quen

ce c

ount

s

NGS (e.g. 454, MiSeq)

Extract e-DNA and amplify DNA barcode genes

Bioinformatics

Environmental barcoding using Next Generation Sequencing

Page 29: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

DNA Metasystematics

Soil A Soil B

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DNA Metasystematics

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Biomonitoring 2.0

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Bennett Dam Alberta Oil Sands

Page 36: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

ooping Cranes, Wood Buffalo National Park, Canada. Photo: S Rosolen

Page 37: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014
Page 38: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Objectives 1. Resolving Biomonitoring 1.0 bottlenecks: sampling, sorting, identifying bioindicator species 2. Increasing information content of biomonitoring a. Species level vs. family/genus level for

bioindicators a. Biomonitoring beyond bioindicators: multi-

habitat; comprehensive taxonomic coverage 3. Large-scale pilot in an area of national

importance (e.g. Oil Sands)

BIO 1.0

BIO 2.0

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Rocher wetland, Peace-Athabasca Delta

SOIL BENTHOS

AIR WATER

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Logistic Challenges

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Comparative analysis of environmental DNA barcodes

Biomonitoring

41

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Biomonitoring 1.0 vs. Biomonitoring 2.0

Ian King Wendy Monk

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Bio

mon

itorin

g 2.

0: N

GS

Dat

a

Bio

mon

itorin

g 1.

0: M

orph

olog

y

Page 44: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

nMDS clustering of benthic NGS data

King et al. in prep

Page 45: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014
Page 46: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Wetlands bio-variability analysis

Page 47: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Phylogenetic profile/diversity Plants and Algae

Hajibabaei et al. in prep

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Socio-economic Uptake

26 May

BIO-SAG 49

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Ring of Fire Baseline Environmental Data Collection

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From taxonomic diversity to functional diversity

Taxonomic barcodes Functional barcodes

Page 52: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Functional Barcodes Measuring Responses to Environmental Stressors

1. NGS comparative transcriptome analysis covering a wide range of organisms commonly used in ecotoxicology exposed to a certain chemical/mixture

2. Target fundamentally conserved cell machinery (e.g., transcription, translation) as taxonomically wide-ranging markers for environmental change (early warning system)

Gina Capretta

Page 53: Hajibabaei - Biomonitoring 2.0 from Microbes to Mammals – OGI Life Sciences and Mining Workshop 2014

Acknowledgments

Team

Funding Genome Canada Ontario Genomics Institute Environment Canada Parks Canada MRI (Ontario) NSERC Canada Foundation for Innovation

Shadi Shokralla (Research Associate) Joel Gibson (Postdoc & PM) Ian King (Postdoc) Terri Porter (Postdoc, McMaster) Jennifer Spall (Graduate student) Lisa Ledger (Graduate student) Nicole Fahner (Graduate student) Michael Wright (Graduate student) Gina Capretta (Graduate student) Katie McGee (Graduate student) Stephanie Boilard (Lab tech) Rafal Dobosz (Bioinformatician)