protectionofnon-human biota: history, conceptsand challenges
TRANSCRIPT
21112005
Protection of non-human biota:History, Concepts and Challenges
Deborah OUGHTON Norwegian University of Life Sciences, Aas, Norway
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Overview
� Introduction to Radioecology
� History of protection of non-human biota
� Ecological Risk Assessment
� Knowledge gaps and data needs
� Case Study Transfer: Central Asia and Fukushima
� Case study Effects: Earthworms
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�The study of the behaviour and impacts of radionuclides in the natural environment
� A multidisciplinary scientific discipline:
– Academic: ecology, ecotoxicology, geophysics, geology, limnology, biology, physiology, pedology, climatology, oceanography, …
– Risk oriented: radiological protection, health physics, regulation, human and ecological risk assessment, international harmonisation,…
Radioecology
Email: [email protected]://www.iur-uir.org/
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Radioecology: Research Applications 2015
�Nuclear new build (new ecosystems, new food chains, …)
�Waste management (new isotopes, new modelling, …)
�Nuclear fuel cycle (mining to decommisioning)
� TENORMS (e.g., oil scale, non-nuclear industries, ..)
� Accident Countermeasures (Chernobyl; Fukushima, ...)
�New regulations (environmental impact assessment,
� Isotope techniques – C-14, I-129, Pb-210, U-isotope ratios, Pu-isotope ratios, Al-26, B-10, (N-15, O-18)
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Environmental Chemistry
Nuclear Engineering
Radiological Protection
Ecotoxicology
Radiobiology
Ecology
Human orientatedNot radioactivity
Radioecology�Fragmentation from human
radiation protection and chemicalrisk assessment
�Lack of hypothesis driven research: monitoring and modelling
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International Commission for Radiological Protection (ICRP):
� Independent organisation in existence since 1927
� Initially provided guidance on medical uses of radiation
� Provides Recommendations and Advice on Radiological Protection, Emergency Prepardeness and Nuclear safety
www.icrp.org
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ICRP Three Stage Philosophy for Radiological Protection
� The Principle of Justification:
– Any decision that alters the radiation exposure situation should do more good than harm.
� The Principle of Optimisation of Protection:
– The likelihood of incurring exposure, the number of people exposed, and the magnitude of their individual doses should all be kept as low as reasonably achievable (ALARA), taking into account economic and societal factors.
� The Principle of Application of Dose Limits:
– The total dose to any individual from regulated sources in planned exposure situations other than medical exposure of patients should not exceed the appropriate limits specified by the Commission.
ICRP 103 (2007)
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The International Commission on Radiological Protection(ICRP)
“If man is adequately protected then other living things are also likely to be sufficiently protected” [ICRP, 1977],
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The International Commission on Radiological Protection(ICRP)
“The Commission believes that the standard of environmental control needed to protect man to the degree currently though desirable will ensure that other species are not put at risk. Occasionally, individual members of non-human species might be harmed, but not to the extent of endangering whole species or creating imbalance between species. At the present time, the Commission concerns itself with mankind’s environment only…." [ICRP, 1991],
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Lethal dose to different species from acute radiation doses
Figure 3.1 Comparative radiosensitivity of different organisms demonstrated as the acute lethal dose ranges (reproduced from UNSCEAR 1996).
Reproduction 20-100x more sensitive
100 101 102 103 104
Mammals
Birds
Higher plantsFishes
Amphibians Reptiles
Crustaceans Insects
Mosses, lichens, algae
Bacteria Protozoa
Molluscs Viruses
Acute lethal dose (Gy)
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Papers from Pentreath and Woodhead (1998- )
Report from International Union of Radioecologists (IUR) 2000
IAEA Report on ethical considerations (2003)
Issues:
Situations where humans are absent (e.g., disposal)
Not compatible with management of other environmental stressors
Needs to be demonstrated
Background: Towards a Framework for Radiological Protection of Non-Human Species
EU 6th-7th Framework Project s: FASSET, ERICA, PROTECT, STAR www.erica-project.org ; www.star-radioecology.org
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Emerging consensus that radiation protection needs to address the effects of ionising radiation on non-human species
ICRP 208 (2007) Environmental Protection - the Concept and Use of Reference Animals and Plants www.icrp.org
IAEA Safety Standards www.iaea.org
Requirement for enormous amount of information on transfer, uptake and effect of ionising radiation (especially for wild animals)
Background: Towards a Framework for Radiological Protection of Non-Human Species
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Flora
ManECOSYSTEM
Life support
Services
Linear Transfers Cyclic Transfers + Effects
Low doses Chronic exposuresMultiple stressors
PAST NOW
ManSources
Environment Environment
Biogeochemical
Radiation Protection: From Anthropocentric to Ecocentric
Brechignac, 2004; Brechignac et al. 2012
ContextDeb
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”Menace of the Nuclear Rabbits”*
� In 2003 rabbits were found to be burrowing in the Dounreay nuclear waste pits
� Concerns that they might be radioactive
� Concerns that they might be eaten by cats, humans, other wildlife
* Scotsman headline 12/6/2003
� Bye bye bunnys…
Rabbits nowWho’s next?*
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Overview
� Introduction to Radioecology
� History of protection of non-human biota
� Ecological Risk Assessment
� Knowledge gaps and data needs
� Case Study Transfer: Central Asia and Fukushima
� Case study Effects: Earthworms
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Environmental and Ecological Risk Assessment
�Environmental Risk – Risk to humans due to pollutants in the environment (US)
�Ecological Risk – Risk to non-human organisms (goal protection of the environment).
�Environmental Impact
Assessment – scientific and economic analysis of the impact of a technology or project on humans and environment.
www.epa.gov
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Isotope Laboratory Department of Plant
Environmental
Sciences
eRelease of radionuclides
Single effect endpoint:
Cancer induction (Sv)
Several effect endpoints:
Reproduction, sexual maturation
Human risk assessment Ecological risk assessment
Protection of individuals Protection of populations/communities
Human vs Ecological Assessment
One species Multiple species
Reference Man Reference Animals and Plants
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Risk Assessment Frameworks
�Planning/Hazard identification/Problem formulation
�Analysis/Exposure and dose-response evaluation
– Pathways
– Duration of exposure
– Dose-response curves
�Risk Characterisation
– Probability and severity of effects
– Evaluation of uncertainty
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Ecological Risk Assessment
What is the concentration of pollutants in the environment?
What organisms are exposed and to what doses?
Are the effects of those exposures harmful to populations, ecosystem function and/or biodiversity?
Discharge
Risk Quotient = Predicted Environmental Concentration (Dose)Predicted No Effect Concentration (Dose)
Oughton et al., JER, 2008
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� Deer� Rat� Bee� Earthworm� Pine tree� Grass
� Duck� Frog� Trout
� Flat fish� Crab
� Macroalga
ICRP « Reference Animals and Plants » - RAPs
� Typical, accessible, documented, various sizes and life cycles, measurable dose-effect
� Generic virtual entities to serve as points of comparison to assess exposure and effects
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NORWEGIAN UNIVERSITY OF LIFE SCIENCES
ERIC
A T
ool: R
efe
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org
anis
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ICRP ”
Refe
rence
Anim
als
and P
lants
” in r
ed
Deborah Oughton: MINA410 Environmental Radiobiology, 2015
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RAP and Reference Organisms
� A RAP is defined as:
– ‘ a hypothetical entity, with the assumed basic biological characteristics of a particular type of animal or plant, as described to the generality of the taxonomic level of Family, with defined anatomical, physiological and life-history properties, that can be used for the purposes of relating exposure to dose, and dose to effects, for that type of living organism.’
� A reference organism (as used in ERICA) is defined as:
– ‘a series of entities that provide a basis for the estimation of radiation dose rate to a range of organisms which are typical, or representative, of a contaminated environment. These estimates, in turn, would provide a basis for assessing the likelihood and degree of radiation effects.’
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Components within the assessment part
Activity concentrations in reference media
Activity concentrations in reference organism
Internal dose rate External dose rates
Total absorbed dose rate
- FREDERICA database - Natural background
CR
DCC
DCCs Occupancy factors
•Modelling transfer through the environment•Estimating doses to biota from internal and external distributions of radionuclides•Establishing the significance of the dose-rates received by organisms
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Transfer and exposure
(i) Inhalation of (re)suspended
contaminated particles or gaseous radionuclides.
(ii) Contamination of fur, feathers and skin.
(iii) Ingestion of lower trophic level plants and animals.
(iv) Direct uptake from the water column
(v) Ingestion of contaminated water (vi) External exposure.
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Dose Calculations to Organisms: Organism Habitats
� F = Dose rate that an organism will receive for the case of a unit concentration in environmental media (µGy h-1
per Bq l-1 or kg-1 (or Bq m-3 – terrestrial C, H, S, P only).
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Dose Calculations - example
�DCC = Dose Conversion Coefficient (mGy hr-1 per Bq kg-1)
� CR = Concentration Ratio (Bq/kg f.w. per Bq/l or Bq/kg)
� Kd = Distribution coefficient (l kg-1 )
Table H22 Habitats occupied by the ERICA marine reference organisms. In the case of several habitats for an organism, the equation is given for the habitat giving the highest dose-rate
Organism Habitat Equation
Phytoplankton 2
Macroalgae 3
Vascular plant 3
Zooplankton 2
Polychaete worm 4
Bivalve mollusc 3
Table H22 Habitats occupied by the ERICA marine reference organisms. In the case of several habitats for an organism, the equation is given for the habitat giving the highest dose-rate
Organism Habitat Equation
Phytoplankton 2
Macroalgae 3
Vascular plant 3
Zooplankton 2
Polychaete worm 4
Bivalve mollusc 3
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Dose Calculations to Organisms: Organism Habitats
� F = Dose rate that an organism will receive for the case of a unit concentration in environmental media (µGy h-1
per Bq l-1 or kg-1 (or Bq m-3 – terrestrial C, H, S, P only).
� PNEDR = Predicted No Effect Dose Rate (10 uGy/hr)
� EMCL = Environmental Media Concentration Limit
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Biological Effects –KJ350
Deborah Oughton
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Experimental measurement – any effect or endpoint
wR
WR = radiation weighting factor
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RBE and Weighting Factors for Non.human species
ERICA default weighting factors:
� alpha = 10
� low energy beta, (e.g., T) = 3
0%10%20%30%40%50%60%70%80%90%
100%
0.1 1 10 100
RBE value
Cum
ulat
ive
wei
ghte
dpr
obab
ility
Best-Estimate Centile 5% Centile 95%
Alpha – no more details
Ra223 Pu239 Pu238 Po212
Po210 Pb212 He-4 Gd148
Bi212 Am241
α particles
0%10%20%30%40%50%60%70%80%90%
100%
0.1 1 10 100
RBE value
Cum
ulat
ive
wei
ghte
dpr
obab
ility
Best-Estimate Centile 5% Centile 95%
Alpha – no more details
Ra223 Pu239 Pu238 Po212
Po210 Pb212 He-4 Gd148
Bi212 Am241
α particles
Chambers et al., 2006; Garnier-Laplace et al., JER, 2008
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Case1 : Fukushima, distribution of releases between land and sea
Atmospheric deposition
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Mid-March
(5〜30 P Bq)
Direct discharge2
After late-March
(3〜15 P Bq)
small source today
Through river runoff3
Through underground water flow
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small and continues
small and continues?
80% Fukushima
contamination in ocean
There are still some
uncertainties on “where” and
“how much” of different
radionuclides were released
to the environment.
P (peta)
= 1015
Slide courtesy of Ken Buessler, www.whoi.edu
One year history of cesium-137 in ocean immediately off Fukushima
Levels prior
to March 11
At nuclear power plant
Ocean Cs levels peak on April 6th
- possible reproductive effects
and mortality for marine biota
Levels of
concern
for
seafood
Highest
ocean levels
post
Chernobyl
US drinking
water limit
- Fukushima NPP
represents unprecedented
release of radionuclides to
the ocean
- levels decreased rapidly,
then leveled off
- so there is a continued
source
-The majority of seafood
below permissible levels
for consumption
Persistently high levels in
some marine organisms
one banana
April 1 June 1 Aug 1 Oct 1 Dec 1 Feb 1
------------------ 2011 -------------------------------- ----2012---
Data from TEPCOSlide courtesy of Ken Buessler, www.whoi.edu
What types of fish are
most contaminated?
- bottom fish
& freshwater fish
- still high after 1 year
- variability unpredictable
- 18% of fish reported
are above limit
Data source- Japan Fisheries
Buesseler, Science , 2013
Ken Buesseler
WHOI
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Photo. B.O. Rosseland
Example of Dose Assessment: Central Asian Mining sites
Stalin’s Uranium mining 1952-58
Oughton et al., JER, 2013
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Ura
niu
m m
inin
g a
nd t
aili
ng in f
orm
er
Sovi
et
Unio
n
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Fieldwork in Kazakhstan in June 2006
ChinaTadjikistanUzbekistan
Kazachstan
Kirgisistan
NORWEGIAN UNIVERSITY OF LIFE SCIENCES
ICRP T
err
est
rial RAPs
Deborah Oughton: MINA410 Environmental Radiobiology, 2015
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Digmai Site, Tajikistan
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Modelled external doses in good agreement (factor 2) of site measurements
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Estimated total doses (µGy/hr) to reference terrestrial organisms Kurday (mean
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0
10
20
30
40
50
60
70µ
Gy/h
y
Ra-226
U-238
Th-234
Pb-210
Ra-228
Th-228
U-234
Oughton et al., 2013
Internal doses: 73-95% of totalRa-226 dominated at all sites
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Dose Conversion Co-efficient (DCC) and Daughter radionuclide DCC
�Daughter nuclides are included in the dose conversion coefficients of their parents, if their half-lives are shorter than 10 days (assuming that the daughters are in equilibrium with parents).
– Pb-210 (Bi-210)
– Ra-226 (At-218, Po-218, Bi-214, Pb-214, Rn-222, Po-214)
– Ra-228 (Ac-228)
– Th-228 ( Po-216, Tl-208, Bi-212, Pb-212, Rn-220, Po-212, Ra-224)
– Th-234 (Pa-234m, Pa-234) U-235 (Th-231)
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Bjørn Olav Rosseland:
Reiser i 2008 med miljøgifter
og fiskevelferd som mål.
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Sampling of vegetation
Photo: B.O. Rosseland
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Good agreement between ERICA Ra-226 and U Concentration Ratios in ERICA tool and site plants
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Total dose (uGy/hr)
Reference grasses
Site vegetationKurday
U-238 0.14 0.03 - 0.77Ra-226 4 2.0 - 3.3
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Doses to Biota: Kadji-Sai U mining site, Kyrgystan (µGy/hr)ERICA Assessment Tool
Soil Activity concentrations CR wormU238/234 5700 Bq/kg 8.8 * 10-3
Ra-226 5000 Bq/kg 9.0 * 10-2
Internal dose to wormDose to gut 2-4 ordersof magnitude greater
Default ERICA database CROne data point UNo data Ra
Oughton et al, JER, 2013
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Metal soil concentrations (mg/kg)
Metal Kurday Issyk-Kul Digmai(n=2)
LEL* (mg/kg)
Cu 21 – 91 26 – 46 53 - 79 3.4 - 50
Cr 11 – 66 nd 51 - 59 0.4 – 81
Ni 20 – 54 16 – 34 10 – 13 13 – 100
As 9 – 53 9 – 33 50 - 58 5.7 – 60
Mo 0.64 – 102 n/a n/a 3 - 190
Cd 0.29 – 0.94 0.35 – 1.2 n/a 0.8 – 20 44
*Environmental Quality Standards based on Lowest Effect Levels (LEL) (RIVM, 2001; EPA, 2004).
Identified a potential for multiple stressor issues
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Dose
s to
aquatic
org
anis
ms
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Deborah Oughton: MINA410 Environmental Radiobiology, 2015
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Bjørn Olav Rosseland:
Reiser i 2008 med miljøgifter
og fiskevelferd som mål.
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Photo. B.O. Rosseland
Dead lake: Kurday Kazakstan
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Estimated doses to reference biota, Kurday, Aquatic Environment (µGy/hr)
0
2
4
6
8
10
12
14
16
18
20
Ra-226
Po-210
0
500
1000
1500
2000
2500
3000
3500
Uranium
U-238
Oughton et al., 2013
Internal doses dominate
U site specific doses 100x less for plants
Site activity measurements
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Estimated doses (µGy/hr) to reference aquatic organisms at Issyk-Kul Lake, Kyrgystan
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Po-210 internal doses dominatedfor most organismsU isotopes dominated for plants
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Metal Water concentrations (ug/L)
Metal Kurday*Issyk-Kul
TabosharDutch target
Dutch intervention
Cu 3.2—6.2 (7.8) <2 na 15 75
Mn 5—80 (2000) 1 13 50 2000
Cr 0.27 – 5.2 (1.45)
1.5 3.5 1 30
Ni 22—71 (101) 5.5 3.7 20 52
As 0.9—2.6 (23) 16 26 10 60
Mo 9—173 (134) na 35 5 30049
* Concentration in a sample collected from the Artesian well is given in brackets.
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Main Sources of Numerical Uncertainty in Environmental Transfer and Dose Calculations
What is the concentration of pollutants in the environment?
What organisms are exposed and to what doses?
Are the effects of those exposures harmful to ecosystem function and biodiversity?
Discharge
Transfer factorsConcentration RatiosWater-sediment partitioningSpeciationSpatial and temporal variationRadiation weighting factorsInternal doses (inhomogeneity)
Range from 1 - 5 orders of magnitude
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Deborah Oughton: MINA410 Environmental Radiobiology, 2015
Natural background
10-2
Dose rate (µGy/h)10-1 1 10 100 1000 10000
Nuclear installation in normal operation
TERRESTRIAL PLANTS
MOSSES, LICHENS, MUSHROOMSAQUATIC PLANTS
BACTERIAPROTOZOA
BIRDS
CRUSTACEANSMOLLUSCS
FISHES
INSECTS
MAMMALS
AMPHIBIANS
REPTILESEnough data to derive « no effect dose rates »
No data
Experimental investigations of dose-effects relationships (external)
Radiation effects on wildlife: Knowledge Gaps
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� A few species studied� Data mostly derived from short-term studies � Data mostly derived from acute doses (and dose rates) � Data essentially derived from external exposure situations (γirradiation) � Data essentially derived from observations up to individual level
State of the art on radiation effects on animals and plants
� More species (biodiversity)� Long-term (trans-generational) � Low doses and dose rates
� Internal contamination
� Observations at population, community and ecosystem level
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Biological Effects –KJ350
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Knowledge Gaps and Extrapolation
�Acute to chronic
�High to low dose/dose rate
�Species to species
� Laboratory to field
�Sub-lethal to individual to population
�Single contaminant to mixtures of stressors
�External to Internal
�High to low LET
”Safety Factors”
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Effect Analysis and Risk Characterisation
What is the concentration of pollutants in the environment?
What organisms are exposed and to what concentrations/doses?
Are the effects of those exposures harmful to ecosystem function and biodiversity?
Discharge
Vary according to:SpeciesLife-stage EndpointTissue sensitivityGenetic SusceptabiltyExposure ScenarioMulti-contaminants
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� Cancer is not a problem for wildlife organisms
� In nature, protection of the population - not the individual - is most important
� Focus on reproduction – why?
– Reproduction determines not only the fate of the single organism but is essential for maintaining the population and hence the balance of higher ecological units
– Reproduction is one of the more radiosensitive endpoints
Case: Chronic irradiation of earthworms (Eisenia fetida)
Case Study: Ecologically Relevant Effects of Ionizing Radiation on Earthworms
Why me?
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� Rat� Bee� Earthworm� Pine tree� Grass
� Duck� Frog� Trout
� Flat fish� Crab
� Macroalga
Reference organisms:ICRP « Reference Animals and Plants »
• Recognized test species in chemical toxicity studies; standardised tests (OECD)
• Potentially high exposure to radionuclides
• Important role in soil ecosystems
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Isotope Laboratory Department of Plant
Environmental
Sciences
Why me?
Important role in the food web Important for the soil fertility
Eat dead organic material
•Increases the bioavailability of nutrients for other organisms
They make burrows in the soil
•Increase the aeration and water drainage
•Mixing organic and inorganic components of the soil
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“An earthworm is not just an earthworm”
� The total number of species is estimated to exceed 2000
� Three major ecological groups of earthworm have been identified based on the feeding and burrowing behaviours of the different species.
E. fetida
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Earthworm anatomy and physiology
� Earthworms are segmented
� The principal excretory organs are the nephridia
� They have no specialized respiratory organs: They respire over the whole body surface
– Thin cuticle covered with mucus
� Coelomocytes; immune cells in the coelom
� The circulatory system is closed with a blood vessel running along the dorsal and ventral surface of the digestive tract
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Reproduction in earthworms
� Esenisa fetida are hermaphrodites with separate testes and ovaries that function simultaneously
� During mating they crossfertilize
� Spermatozoa are transferred to spermatechae
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Life cycle: Eisenia fetida
� The life-cycle of E.fetida is relatively short
– approximately 11 to 16 weeks from cocoon to sexual maturity (20°C)
� The life span is rather long
– E.fetida has been kept in the laboratory for about 4 ½ years
– Can be reproductively active for more than 500 days
2-5 cocoons per worm per week
1-6 hatchlings per cocoon
Growth and sexual maturation: 8-12 weeks
Adult
Juvenile
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Main objectives:
� Establish dose (rate) response relationships for reproduction endpoints in two subsequently exposed generations (F0 and F1).
– Cocoon production rate
– Cocoon hatchability
– Number of hatchlings
– F1 growth and sexual maturation rate
�Hypothesis: that 4 week exposure (the standard OECD test) would underestimate reproduction effects (spermatogenesis)
Important for population dynamics
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EXPERIMENTAL SETUP - EXPOSURE
Life stage, generation Exposure time
Cocoons 3 weeks
Adult (F0)reproduction
13 weeks
Juvenile (F1)
growth /maturation
11 weeks
Adult (F1)reproduction
13 weeks
38
14
5691 21 35
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F1 Growth and maturation Adult F1 ReproductionAdult F0 reproduction
Hatching of F1 juveniles
9
0
13
28 56
4 8 3 5 8 11 16 20
63 77 112 140 168
Dose rates: 0.01 – 40 mGy/hr
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Specific endpoints
Generation Endpoint
Adult (F0), Adult (F1)
Viability, weight, morbidity
Number of cocoonsHatchability
Number of hatchlings (F1)
DNA damage in somatic,spermatogenic cells and sperm
Hatchlings (F1) ViabilityGrowth rateMaturation rate
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• The most sensitive endpoint was cocoon hatchability.
• Effects took several months to appear at 11 mGy/h, and standard reproduction tests for Eisenia fetida (4 weeks) are therefore insufficient
0% 0%
0
20
40
60
80
100
1-4 5-8 9-13Weeks of exposure
% H
atch
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Control 0.18 mGy/h 1.7 mGy/h 4.2 mGy/h 11 mGy/h 43 mGy/h
Hatchability of F0 cocoons
Hertel-Aas et al., Radiation Research, 2007
0
10
20
30
40
50
60
70
Control 0.19 mGy/h 1.7 mGy/h 4 mGy/h 11 mGy/h 43 mGy/h
# F
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*
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• Reduction in the total number of
offspring produced by each F0
MAIN RESULTS: F0 GENERATION
EDR10 3.2 mGy/h
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Life-cycle trait variations in earthworm species
�Dendrobaena octaedra
– Epigeic
– Reproduction – pathenogenesis (clonal, rapid adaptation)
– Frost tolerant
� Lumbricus terrestris
– Anecic
– Sperm storage up to 12 months after mating
– Cocoon incubation median 1.5 yrs (up to 5 yrs)
– 1 hatchling per cocoon
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•Population dynamic modelling•Identify candidates and endpoints for future effect studies•Field studies
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Population effects
Data related to individual organisms : what link to population ?
• Individual mortality => mortality rate => population density
• Fertility => reproduction rate => population density
Toxicology Ecology
Ecotoxicology
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Wildlife defies ChernobylradiationBy Stephen MulveyBBC News
« It contains some of the most contaminated land in the world, yet it has become a haven for wildlife- a nature reserve in all but name. »
20 April 2006
Chernobyl 'not a wildlife haven'
By Mark Kinver Science and nature reporter BBC News
« The idea that the exclusion zone around the Chernobylnuclear power plant has created a wildlife haven is not scientifically justified, a study
says. »
14 August 2007
What is Harm? (Slide courtesy of Tom Hinton)
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Uncertainties and Variabilities in Effect Analysis
What is the concentration of pollutants in the environment?
What organisms are exposed and to what concentrations/doses?
Are the effects of those exposures harmful to ecosystem function and biodiversity?
Discharge
Vary according to:SpeciesLife-stage EndpointTissue sensitivityGenetic SusceptabiltyExposure ScenarioMulti-contaminants
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Summary: Challenges within Ecological Risk Assessment
� Lack of data on radionuclide transfer and ecosystem distribution
� Variation in species-sensitivity and life-history stages
�Multiple stressors
� Lack of experimental data on ecologically-relevant effects
�Mechanisms and biomarkers
� Adaption, acclimatization, adaptive response
� Population and ecosystem effects
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Summary: Human vs Ecological Assessment
Human Ecological
Cancer endpoint Multiple endpoints
One species Many species
Unit of protection Unit of protection
individual population
Doses Sv Doses Gy
Reference person Reference Animals and plants
Deterministic and Deterministic effects
stocastic effects73
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ions
?
Deborah Oughton: MINA410 Environmental Radiobiology, 2015