The integration of an individual-based model into toxicokinetics to enhance ecological realism in evaluating population-level impacts of exposure to PCB
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作者:
Pour, Maryam Karim
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Univ Windsor, GLIER, Windsor, ON, CanadaUniv Windsor, GLIER, Windsor, ON, Canada
Pour, Maryam Karim
[1
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Bhattacharjee, Sourodeep
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Univ Windsor, Sch Comp Sci, Windsor, ON, CanadaUniv Windsor, GLIER, Windsor, ON, Canada
Bhattacharjee, Sourodeep
[2
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Gras, Robin
[1
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,3
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Drouillard, Ken
[1
,3
]
机构:
[1] Univ Windsor, GLIER, Windsor, ON, Canada
[2] Univ Windsor, Sch Comp Sci, Windsor, ON, Canada
[3] Univ Windsor, Biol Sci Dept, Windsor, ON, Canada
Polychlorinated biphenyls (PCBs) are classified as one the most extremely regulated anthropogenic contaminants and they have been deeply probed in aquatic ecosystems. However, there is very limited understanding of the population level effects of exposure to PCBs on terrestrial animal species and this has been unanimously indicated as a critical gap in ecological risk assessment. To bridge this information gap, we integrated an individual-based model (IBM) framework into toxicokinetics resulting in a deeper ecological insight to simulate the accumulation of a hypothetical PCB in a terrestrial three-level food chain at the population level. We then validated our simulated system utilizing the observed field bioaccumulation factors in a well-studied terrestrial preypredator, caribou-wolf. Key findings of the present study indicate that in a PCB-contaminated environment, where all food sources contain some amount of contaminants, producing more offspring results in lower toxic concentration in herbivores (prey) and higher concentration in carnivores (predator). Our novel contribution in this work is that we have achieved a validated system that enables us to investigate toxicokinetics in any animal species involved in a prey-predation interaction by providing lipid, non-lipid, and water fractions in their bodies. Additionally, we demonstrated how using IBM modelling approach could facilitate ecological risk assessment by offering detailed information of generations spanning as many years as required.
机构:
North Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USANorth Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USA
Rocco, Alex J.
Cao, Jie
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North Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USANorth Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USA
Cao, Jie
Li, Yan
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North Carolina Div Marine Fisheries, Morehead City, NC USANorth Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USA
Li, Yan
Lee, Laura M.
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North Carolina Div Marine Fisheries, Morehead City, NC USANorth Carolina State Univ, Ctr Marine Sci & Technol, Morehead City, NC 27695 USA
机构:
Syngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Univ Reading, Sch Biol Sci, Reading RG6 6AJ, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Liu, Chun
Bednarska, Agnieszka J.
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Syngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Bednarska, Agnieszka J.
Sibly, Richard M.
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Univ Reading, Sch Biol Sci, Reading RG6 6AJ, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Sibly, Richard M.
Murfitt, Roger C.
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Syngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Murfitt, Roger C.
Edwards, Peter
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Syngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
Edwards, Peter
Thorbek, Pernille
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Syngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, EnglandSyngenta Ltd, Environm Safety, Jealotts Hill Int Res Ctr, Bracknell RG42 6EY, Berks, England
机构:
Univ Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Williams, Robert J.
Brintz, Ben J.
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Univ Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Univ Utah, Dept Internal Med, Div Epidemiol, Salt Lake City, UT USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Brintz, Ben J.
Dos Santos, Gabriel Ribeiro
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Univ Cambridge, Dept Genet, Cambridge, EnglandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Dos Santos, Gabriel Ribeiro
Huang, Angkana T.
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机构:
Univ Cambridge, Dept Genet, Cambridge, England
Armed Forces Res Inst Med Sci, Dept Virol, Bangkok, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Huang, Angkana T.
Buddhari, Darunee
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Armed Forces Res Inst Med Sci, Dept Virol, Bangkok, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Buddhari, Darunee
Kaewhiran, Surachai
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Minist Publ Hlth, Nonthaburi, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Kaewhiran, Surachai
Iamsirithaworn, Sopon
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Minist Publ Hlth, Nonthaburi, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Iamsirithaworn, Sopon
Rothman, Alan L.
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Univ Rhode Isl, Inst Immunol & Informat, Dept Cell & Mol Biol, Providence, RI USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Rothman, Alan L.
Thomas, Stephen
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SUNY Upstate Med Univ, Dept Microbiol & Immunol, Syracuse, NY USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Thomas, Stephen
Farmer, Aaron
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Armed Forces Res Inst Med Sci, Dept Virol, Bangkok, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Farmer, Aaron
Fernandez, Stefan
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Armed Forces Res Inst Med Sci, Dept Virol, Bangkok, ThailandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Fernandez, Stefan
Cummings, Derek A. T.
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机构:
Univ Florida, Dept Biol, Gainesville, FL USA
Univ Florida, Emerging Pathogens Inst, Gainesville, FL USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Cummings, Derek A. T.
Anderson, Kathryn B.
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Armed Forces Res Inst Med Sci, Dept Virol, Bangkok, Thailand
SUNY Upstate Med Univ, Dept Microbiol & Immunol, Syracuse, NY USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Anderson, Kathryn B.
Salje, Henrik
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Univ Cambridge, Dept Genet, Cambridge, EnglandUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Salje, Henrik
Leung, Daniel T.
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机构:
Univ Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA
Univ Utah, Dept Pathol, Div Microbiol & Immunol, Salt Lake City, UT 84112 USAUniv Utah, Dept Internal Med, Div Infect Dis, Salt Lake City, UT 84112 USA