christoffer bugge harder, lea ellegaard, berith e. knudsen, søren rosendahl, flemming ekelund,...

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Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University of Copenhagen GEUS (Geological survey of Denmark and Greenland) MIRESOWA (MIcrobial REmediation of SOil and WAter The artificial lake bottoms on water treatment plants - analysed by 454/pyrosequencing

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Page 1: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Christoff er Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand

Terrestrial Ecology, University of Copenhagen

GEUS (Geological survey of Denmark and Greenland)

MIRESOWA

(MIcrobial REmediation of SOil and WAter

The artificial lake bottoms on water treatment plants

- analysed by 454/pyrosequencing

Page 2: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Overall interest of MIRESOWA is bioremediation: removal of pesticides by microorganisms

Bioaugmentation: Cleaning up contaminated sites by addition of a pesticide mineralising bacterial strain

Often difficult to get an extraneous strain to survive and flourish in a natural environment (with competing strains and predatory larger microorganisms)

Denmark obtains almost all its potable water from minimally treated groundwater (big national pride!)

Background about MIRESOWA

Page 3: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

I work mostly on free-living protozoa

- quantitatively important bacterivores

- Predation on pesticide degrading bacterial strains

- may either increase or decrease the bacterial activity

- Higher trophic level interactions?

Page 4: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Water treatment plant sand filters

Page 5: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Water treatment plant sand filters

- constant temperature, high oxygen- frequent backflushing (in/outflow)- darkness (little if any photosynthesis)- primary production by nitrifying and Mn/Fe oxidising

bacteria- Artificially , stable and controllable - In Denmark, some have problems with pesticides

(POPs)• Main research questions:• Are filters useful as bioaugmediation sites?

• Are they a predominantly (preferably) sterile artificial environment with the occasional pathogenic invader that must be exterminated?

or• A seminatural ecosystem whose diversity we will have to

deal with (or manipulate intelligently)?

Nitrobacter sp.

Galionella ferruginea

Page 6: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

11 Danish plants sampled

Landet (Svendborg)Lunde (Svendborg)Odense H (VC syd)Lindvedværket  (VC syd)Aike (Esbjerg)Astrup (Esbjerg)Islevbro (KE)Søndersø (KE)Vejle S (Tre-For)Svenstrup (Tre-For)Hvidovre (KE)

From top layer + 20-80cm below + pre/postfilter (if possible) , 22 samples total

Page 7: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Sampling from waterworks

- Closed and open filters- Some with both pre- and post-filter (2 steps)- Drilling depths 10-175 meter- With and without pesticide contaminations

Page 8: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

“Sand” filter materialMost often coal or

quartz Very different in size

and shape (0,5 to 10 mm in diameter)

With or without coating (most commonly Fe 3+ and/or manganese)

Page 9: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

PCR of 18S

Baldauf 18S phylogeny. (PNAS 2008)

All 18S “eukaryote specific” primers have biases

- An ecological group

- Difficult to identify (DNA often needed)

Page 10: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

DNA extraction, PCR + cloning + sequencing

We designed another general eukaryote primer set of 500-550 bps (covering V1+V2+V3 hypervariable regions)

Slightly better for protists than e.g SSU_Fo4+SSU_R22

126 of 135 clones verified 18S eukaryotes by BLAST

Page 11: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

DNA extraction, PCR and pyrosequencing

• DNA extracted in quadruplicates and pooled for PCR

• Libraries constructed by 2-step PCR, analysed in MOTHUR (Schloss

et al. 2009)

• 264080 +400 bp reads (477bp median, singletons discarded, no

ambiguos bases, maxhomop=8, q>25, checked with uchime)

• >90% of those were target 18S

Page 12: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Processing of the18S 454 run “Unlikely” organisms (spotted hyena, Homo, Lolium + other

higher plants) removed before analysis (12.3% of reads) Resampling necessary – to 160 reads to capture all 22 plants,

to 4541 to capture 13 plants to (near)-saturation

No major qualitative differences between the two resamplings

1125 OTUs (3% level) across 13 saturated plants Many sequences difficult to assign confidently (47%

unassigned by Silva (it´s a poor database, I know!))

Page 13: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Most numerous OTU?Freshwater sponges?5 OTUs (at 3%),

about 20% of all sequences

(NB!! but only 82-85% similarity to top BLAST hits!)

Absent from 2 plants

Page 14: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Many protozoa found are unequivocal at genus level (+95-99% BLAST similarity)

Rhogostoma sp.

Naegleria sp.

Centropyxis laevigata

Lacrymaria sp.

Lecythium

Acineta sp.

Page 15: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Other eukaryotes

Debaryomyces sp.

Athalamea sp.

Chaetonotus sp.

Nematods (Monhysterids)

Gammarus sp.Synchrytrium sp.

Acaulopage sp.

Rotifera sp.

Page 16: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Characteristics of the eukaryotic communitiesOTUs dominated by protozoa

All eukaryotic supergroups foundSome potentially pathogenic amoeba

(Hartmannella, Vexilifera, Naegleria) – but common everywhere in soil and water

Page 17: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Characteristics of the eukaryotic communities

NMS on 22*160 reads

No obvious geographical structure

Large local variations/ differences (surface/ subsurface layers, pre/ post-filters)

OTU diversity appear to be most important factor

Page 18: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

Page 19: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

Cercomonas sp.(flagellate)

Page 20: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

CiliatesCercomonas sp.(flagellate)

Page 21: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

Ciliates

Chaetonotus sp.

(Nematodes?)

Cercomonas sp.(flagellate)

Page 22: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

Ciliates

Chaetonotus sp.

(Nematodes?)

Cercomonas sp.(flagellate)

Last trophic level absent from several treatment plants

Page 23: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Food chain (trophic levels)

Bacteria.

CiliatesChaetonotus sp.

(Nematodes?)Potential implications for bioaugmentation in water treatment plants:

- Positive isolated effect on bacterial naphtalene mineralisation of ciliate grazing (Tso & Taghon 2006)….- ….but adding further trophic levels gave an adverse effect on mineralisation (Näslund et al. 2010)

Cercomonas sp.(flagellate)

Page 24: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Questions and to-do-listTry a better taxonomic annotator (Jaguc –

suggestions welcome)Fauna primarily from groundwater or air

dispersed?More detailed b-diversity comparisons

between plantsDatasets for comparisons with e.g. the net

related index (NRI) – suggestions/ideas utmost welcome

Page 25: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Preliminary conclusionsSand seminatural ecosystem whose

diversity we will have to deal with (or manipulate intelligently)

Trophical interaction system resembling lake/soil sediments (with lower diversity)

Danish water treatment plants are likely very well suited for field scale bioremediation experiments- but some are better than others, - andit will be necessary to find strains that can

tolerate recurring flush-outs……

Page 26: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

Acknowledgements Flemming Ekelund, Terrestrial Ecology, University of Copenhagen Søren Rosendahl, Terrestrial Ecology, University of Copenhagen Lars H. Hansen, Microbiology, University of Copenhagen Karin Vestberg, Microbiology, University of Copenhagen Berith Knudsen, GEUS (Geological survey of Denmark and

Greenland) Jens Aamand, GEUS Lea Ellegaard, GEUS Christian Albers, GEUS Tre-For Vand,VandCenter Syd, Københavns Energi, Esbjerg

Forsyning, Svendborg Vand (Water companies) Danish Strategic Research Council

……and of course, the BSPB – and thank you for the attention5!

Page 27: Christoffer Bugge Harder, Lea Ellegaard, Berith E. Knudsen, Søren Rosendahl, Flemming Ekelund, Christian Albers and Jens Aamand Terrestrial Ecology, University

OTU separation value importance

• Using 10% does change the overall picture presented here