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Zahaby Y, Crump D, O'Brien J, Dupuis-Smith R, Dwyer-Samuel F, Laing R, Pilgrim S, Gear G, Pamak C, Saunders M, Denniston M, Mallory ML, Tomy G, Halldorson T, Vitharana N, Xia Z, Francisco O, Provencher JF. Comparison of gene expression and polycyclic aromatic compound profiles in hepatic tissue of black guillemot (Cepphus grylle) collected from an oil spill site and a non-spill site in the Arctic. MARINE POLLUTION BULLETIN 2025; 212:117504. [PMID: 39755062 DOI: 10.1016/j.marpolbul.2024.117504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 12/23/2024] [Accepted: 12/23/2024] [Indexed: 01/06/2025]
Abstract
Economic development, marine transportation, and oil exploration are all activities that are increasing in the Arctic region, and there is concern regarding increased oil-related contaminants entering this sensitive environment. Polycyclic aromatic compounds (PACs) are the main chemical constituents in oil-related contaminants and have been detected in wildlife species following both acute and chronic exposure. In 2020, an oil spill occurred in Kaikopok Bay near Postville, NL, Canada. In the present study, we evaluate hepatic PAC burdens and gene expression profiles, using a ToxChip PCR array, to determine key biological pathways most affected by exposure to an oil spill in a seabird species, black guillemot (Cepphus grylle). Black guillemots were also collected from a non-spill site at Nain, NL for chemical and gene expression analyses. We found distinct, diesel-related contaminant profiles in hepatic tissue of seabirds collected from the spill site, characterized by the presence of naphthalene congeners. Conversely, alkylated naphthalene congeners were more prevalent at the non-spill site. Although different chemistry profiles were detected between sites, gene expression profiles at the spill site were not as distinct as expected. However, using a regression modeling approach, the expression of certain target genes were good predictors of actual chemical concentrations. Overall, chemistry and gene expression used together can help support environmental monitoring initiatives in vulnerable species and geographic locations.
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Affiliation(s)
- Yasmeen Zahaby
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, Ontario K1A 0H3, Canada; Biology Department, Carleton University, 1125 Colonel By Drive, Ottawa, Ontario, Canada
| | - Doug Crump
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, Ontario K1A 0H3, Canada
| | - Jason O'Brien
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, Ontario K1A 0H3, Canada
| | - Reyd Dupuis-Smith
- Biology Department, Carleton University, 1125 Colonel By Drive, Ottawa, Ontario, Canada
| | | | - Rodd Laing
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - Samantha Pilgrim
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - George Gear
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - Carla Pamak
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - Michelle Saunders
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - Mary Denniston
- Nunatsiavut Government, 25 Ikajuktauvik Rd, Nain, Newfoundland and Labrador, Canada
| | - Mark L Mallory
- Biology, Acadia University, 15 University Drive, Wolfville, Nova Scotia, B4P R6, Canada
| | - Gregg Tomy
- The Centre for Oil and Gas Research and Development, University of Manitoba, Parker Building, 144 Dysart Road, Winnipeg, Manitoba R3T 2N2, Canada
| | - Thor Halldorson
- The Centre for Oil and Gas Research and Development, University of Manitoba, Parker Building, 144 Dysart Road, Winnipeg, Manitoba R3T 2N2, Canada
| | - Nipuni Vitharana
- The Centre for Oil and Gas Research and Development, University of Manitoba, Parker Building, 144 Dysart Road, Winnipeg, Manitoba R3T 2N2, Canada
| | - Zhe Xia
- The Centre for Oil and Gas Research and Development, University of Manitoba, Parker Building, 144 Dysart Road, Winnipeg, Manitoba R3T 2N2, Canada
| | - Olga Francisco
- The Centre for Oil and Gas Research and Development, University of Manitoba, Parker Building, 144 Dysart Road, Winnipeg, Manitoba R3T 2N2, Canada
| | - Jennifer F Provencher
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, Ontario K1A 0H3, Canada.
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King MD, Elliott JE, Williams TD, O'Brien JM, Marlatt VL, Crump D. Association of Hepatic Gene Expression with Chemical Concentrations in Wild-Collected Double-Crested Cormorant Embryos using an EcoToxChip Gene Array. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025; 59:188-198. [PMID: 39716395 DOI: 10.1021/acs.est.4c09142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2024]
Abstract
Contaminant monitoring programs use wild bird eggs, but determining whether measured concentrations elicit adverse effects relies on extrapolation from toxicity studies with avian model species. Here, we directly evaluated the relationships between whole embryo contaminant concentrations and mRNA expression in liver tissue of the double-crested cormorant (Nannopterum auritum). Eggs collected from three North American sites (one from Lake Erie and two from the Salish Sea) were artificially incubated until pipping. Hepatic mRNA was analyzed with an EcoToxChip quantitative polymerase chain reaction (qPCR) array containing 354 target genes. The remaining embryo was analyzed for mercury and 95 persistent organic contaminants. Lake Erie embryos had higher concentrations of most organic contaminants than those from the Salish Sea. Sparse partial least-squares regression analysis of contaminant and gene expression data indicated that chlorinated hydrocarbons, especially polychlorinated biphenyls (PCBs), were associated with variation in gene expression. Linear correlations revealed consistent pairwise associations between chlorinated contaminants and the expression of nine genes (seven genes with PCBs and two with β-hexachlorocyclohexane). Partial least-squares discriminant analysis identified embryos from the Lake Erie site accurately. Overall, gene expression in embryos from wild-collected eggs was associated with tissue contaminant concentrations, and thus, transcriptomic measurements may serve to identify individuals or populations affected biologically by contaminants.
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Affiliation(s)
- Mason D King
- Department of Biological Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - John E Elliott
- Environment and Climate Change Canada, Ecotoxicology and Wildlife Health Division, 5421 Robertson Road, Delta, BC V4K 3N2, Canada
| | - Tony D Williams
- Department of Biological Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Jason M O'Brien
- Environment and Climate Change Canada, Ecotoxicology and Wildlife Health Division, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada
| | - Vicki L Marlatt
- Department of Biological Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Doug Crump
- Environment and Climate Change Canada, Ecotoxicology and Wildlife Health Division, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada
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3
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Serafini PP, Righetti BPH, Vanstreels RET, Bugoni L, Piazza CE, Lima D, Mattos JJ, Kolesnikovas CKM, Pereira A, Maraschin M, Piccinin I, Guilford T, Gallo L, Uhart MM, Lourenço RA, Bainy ACD, Lüchmann KH. Biochemical and molecular biomarkers and their association with anthropogenic chemicals in wintering Manx shearwaters (Puffinus puffinus). MARINE POLLUTION BULLETIN 2024; 203:116398. [PMID: 38723548 DOI: 10.1016/j.marpolbul.2024.116398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/15/2024] [Accepted: 04/18/2024] [Indexed: 06/06/2024]
Abstract
Anthropogenic pollution poses a threat to marine conservation by causing chronic toxic effects. Seabirds have contact throughout their lives with pollutants like plastic, metals, polychlorinated biphenyls (PCBs), and organochlorine pesticides such as hexachlorocyclohexanes (HCHs). We assessed 155 Manx shearwaters (Puffinus puffinus) stranded along the Brazilian coast, analyzing associations between organic pollutants, plastic ingestion, biomarkers (transcript levels of aryl hydrocarbon receptor, cytochrome P450-1A-5 [CYP1A5], UDP-glucuronosyl-transferase [UGT1], estrogen receptor alpha-1 [ESR1], and heat shock protein-70 genes) and enzymes activity (ethoxy-resorufin O-deethylase and glutathione S-transferase [GST]). Plastic debris was found in 29 % of the birds. The transcription of UGT1 and CYP1A5 was significantly associated with hexachlorobenzene (HCB) and PCBs levels. ESR1 was associated with HCB and Mirex, and GST was associated with Drins and Mirex. While organic pollutants affected shearwaters more than plastic ingestion, reducing plastic availability remains relevant as xenobiotics are also potentially adsorbed onto plastics.
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Affiliation(s)
- Patricia P Serafini
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil; Centro Nacional de Pesquisa e Conservação de Aves Silvestres, Instituto Chico Mendes de Conservação da Biodiversidade - ICMBio, Florianópolis, SC, Brazil
| | - Bárbara P H Righetti
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil
| | - Ralph E T Vanstreels
- Karen C. Drayer Wildlife Health Center, School of Veterinary Medicine, University of California, Davis, USA
| | - Leandro Bugoni
- Laboratório de Aves Aquáticas e Tartarugas Marinhas, Universidade Federal do Rio Grande - FURG, Rio Grande, RS, Brazil
| | - Clei E Piazza
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil
| | - Daína Lima
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil
| | - Jacó J Mattos
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil
| | | | | | - Marcelo Maraschin
- Plant Morphogenesis and Biochemistry Laboratory, UFSC, Florianópolis, SC, Brazil
| | - Isadora Piccinin
- Plant Morphogenesis and Biochemistry Laboratory, UFSC, Florianópolis, SC, Brazil
| | - Tim Guilford
- Department of Biology, University of Oxford, Oxford, United Kingdom
| | - Luciana Gallo
- Instituto de Biología de Organismos Marinos, Consejo Nacional de Investigaciones Científicas y Técnicas, Puerto Madryn, Chubut, Argentina; Coordinación Regional de Inocuidad y Calidad Agroalimentaria, Regional Patagonia Sur, Servicio Nacional de Sanidad y Calidad Agroalimentaria, Puerto Madryn, Chubut, Argentina
| | - Marcela M Uhart
- Karen C. Drayer Wildlife Health Center, School of Veterinary Medicine, University of California, Davis, USA
| | - Rafael A Lourenço
- Instituto Oceanográfico, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Afonso C D Bainy
- Laboratório de Biomarcadores de Contaminação Aquática e Imunoquímica, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brazil
| | - Karim H Lüchmann
- Departamento de Educação Científica e Tecnológica, Universidade do Estado de Santa Catarina - UDESC, Florianópolis, SC, Brazil.
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King MD, Su G, Crump D, Farhat A, Marlatt V, Lee SL, Williams TD, Elliott JE. Contaminant biomonitoring augmented with a qPCR array indicates hepatic mRNA gene expression effects in wild-collected seabird embryos. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 904:166784. [PMID: 37666345 DOI: 10.1016/j.scitotenv.2023.166784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 08/09/2023] [Accepted: 09/01/2023] [Indexed: 09/06/2023]
Abstract
Birds can bioaccumulate persistent contaminants, and maternal transfer to eggs may expose embryos to concentrations sufficient to cause adverse effects during sensitive early-life stages. However, using tissue residue concentrations alone to infer whether contaminant effects are occurring suffers from uncertainty, and efficient, sensitive biomarkers remain limited in wildlife. We studied relationships between whole embryo contaminant concentrations (total mercury, organochlorine pesticides, perfluoroalkyl substances, polychlorinated biphenyls, and halogenated flame retardants) together with mRNA expression in embryonic liver tissue from a Pacific Ocean seabird, the rhinoceros auklet (Cerorhinca monocerata). Fresh eggs were collected, incubated under controlled conditions, and from the pre-hatch embryo, hepatic RNA was extracted for qPCR array analysis to measure gene expression (2-∆Cq), while the remaining embryo was analyzed for contaminant residues. Contaminant and gene expression data were assessed with a combination of multivariate approaches and linear models. Results indicated correlations between embryonic total mercury and several genes such as sepp1, which encodes selenoprotein P. Correlation between the biotransformation gene cyp1a4 and the C7 perfluoroalkyl carboxylic acid PFHpA was also evident. This study demonstrates that egg collection from free-living populations for contaminant biomonitoring programs can relate chemical residues to in ovo mRNA gene expression effects in embryo hepatic tissue.
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Affiliation(s)
- Mason D King
- Simon Fraser University, Department of Biological Sciences, 8888 University Drive, Burnaby, BC V5A 1S6, Canada.
| | - Geoffrey Su
- Simon Fraser University, Department of Biological Sciences, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Doug Crump
- Environment and Climate Change Canada, Ecotoxicology and Wildlife Health Division, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada
| | - Amani Farhat
- Environment and Climate Change Canada, Ecotoxicology and Wildlife Health Division, 1125 Colonel By Drive, Ottawa, ON K1S 5B6, Canada
| | - Vicki Marlatt
- Simon Fraser University, Department of Biological Sciences, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - Sandi L Lee
- Environment and Climate Change Canada, Science and Technology Division, 5421 Robertson Road, Delta, BC V4K 3N2, Canada
| | - Tony D Williams
- Simon Fraser University, Department of Biological Sciences, 8888 University Drive, Burnaby, BC V5A 1S6, Canada
| | - John E Elliott
- Simon Fraser University, Department of Biological Sciences, 8888 University Drive, Burnaby, BC V5A 1S6, Canada; Environment and Climate Change Canada, Science and Technology Division, 5421 Robertson Road, Delta, BC V4K 3N2, Canada
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Kreitsberg R, Nääb L, Meitern R, Carbillet J, Fort J, Giraudeau M, Sepp T. The effect of environmental pollution on gene expression of seabirds: A review. MARINE ENVIRONMENTAL RESEARCH 2023; 189:106067. [PMID: 37393763 DOI: 10.1016/j.marenvres.2023.106067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 06/15/2023] [Accepted: 06/19/2023] [Indexed: 07/04/2023]
Abstract
One of the biggest challenges for ecotoxicologists is to detect harmful effects of contaminants on individual organisms before they have caused significant harm to natural populations. One possible approach for discovering sub-lethal, negative health effects of pollutants is to study gene expression, to identify metabolic pathways and physiological processes affected by contaminants. Seabirds are essential components of ecosystems but highly threatened by environmental changes. Being at the top of the food chain and exhibiting a slow pace of life, they are highly exposed to contaminants and to their ultimate impacts on populations. Here we provide an overview of the currently available seabird-related gene expression studies in the context of environmental pollution. We show that studies conducted, so far, mainly focus on a small selection of xenobiotic metabolism genes, often using lethal sampling protocols, while the greater promise of gene expression studies for wild species may lie in non-invasive procedures focusing on a wider range of physiological processes. However, as whole genome approaches might still be too expensive for large-scale assessments, we also bring out the most promising candidate biomarker genes for future studies. Based on the biased geographical representativeness of the current literature, we suggest expanding studies to temperate and tropical latitudes and urban environments. Also, as links with fitness traits are very rare in the current literature, but would be highly relevant for regulatory purposes, we point to an urgent need for establishing long-term monitoring programs in seabirds that would link pollutant exposure and gene expression to fitness traits.
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Affiliation(s)
- Randel Kreitsberg
- Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51003, Tartu, Estonia.
| | - Lisanne Nääb
- Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51003, Tartu, Estonia
| | - Richard Meitern
- Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51003, Tartu, Estonia
| | - Jeffrey Carbillet
- Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51003, Tartu, Estonia
| | - Jérôme Fort
- Littoral, Environnement et Sociétés (LIENSs), UMR 7266, CNRS - La Rochelle Université, 2 Rue Olympe de Gouges, 17000, La Rochelle, France
| | - Mathieu Giraudeau
- Littoral, Environnement et Sociétés (LIENSs), UMR 7266, CNRS - La Rochelle Université, 2 Rue Olympe de Gouges, 17000, La Rochelle, France
| | - Tuul Sepp
- Institute of Ecology and Earth Sciences, University of Tartu, Vanemuise 46, 51003, Tartu, Estonia
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Tseng CY, Custer CM, Custer TW, Dummer PM, Karouna-Renier N, Matson CW. Multi-omics responses in tree swallow (Tachycineta bicolor) nestlings from the Maumee Area of Concern, Maumee River, Ohio. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 856:159130. [PMID: 36183771 DOI: 10.1016/j.scitotenv.2022.159130] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 09/26/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
A multi-omics approach was utilized to identify altered biological responses and functions, and to prioritize contaminants to assess the risks of chemical mixtures in the Maumee Area of Concern (AOC), Maumee River, OH, USA. The Maumee AOC is designated by the United States Environmental Protection Agency as having significant beneficial use impairments, including degradation of fish and wildlife populations, bird or animal deformities or reproduction problems, and loss of fish and wildlife habitat. Tree swallow (Tachycineta bicolor) nestlings were collected at five sites along the Maumee River, which included wastewater treatment plants (WWTPs) and industrial land-use sites. Polychlorinated biphenyls (PCBs), polybrominated diphenyl ethers (PBDEs), polycyclic aromatic hydrocarbons (PAHs), polychlorinated dibenzo p dioxins and furans (PCDD/Fs), and chlorinated pesticide concentrations were elevated in Maumee tree swallows, relative to a remote reference site, Star Lake, WI, USA. Liver tissue was utilized for non-targeted transcriptome and targeted metabolome evaluation. A significantly differentially expressed gene cluster related to a downregulation in cell growth and cell cycle regulation was identified when comparing all Maumee River sites with the reference site. There was an upregulation of lipogenesis genes, such as PPAR signaling (HMGCS2, SLC22A5), biosynthesis of unsaturated fatty acids (FASN, SCD, ELOVL2, and FADS2), and higher lipogenesis related metabolites, such as docosapentaenoic acid (DPA), docosahexaenoic acid (DHA), eicosapentaenoic acid (EPA), and arachidonic acid (AA) at two industrial land-use sites, Ironhead and Maumee, relative to WWTP sites (Perrysburg and SideCut), and the reference site. Toledo Water, in the vicinity of the other two industrial sites and also adjacent to a WWTP, showed a mix of signals between industrial land-use and WWTP land-use. PAHs, oxychlordane, and PBDEs were determined to be the most likely causes of the differentiation in biological responses, including de novo lipogenesis and biosynthesis of unsaturated fatty acids.
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Affiliation(s)
- Chi Yen Tseng
- Department of Environmental Science, The Institute of Ecological, Earth, and Environmental Sciences (TIE3S), the Center for Reservoir and Aquatic Systems Research (CRASR), Baylor University, Waco, TX 76798, United States
| | - Christine M Custer
- Upper Midwest Environmental Sciences Center, U.S. Geological Survey, La Crosse, WI 54603, United States
| | - Thomas W Custer
- Upper Midwest Environmental Sciences Center, U.S. Geological Survey, La Crosse, WI 54603, United States
| | - Paul M Dummer
- Upper Midwest Environmental Sciences Center, U.S. Geological Survey, La Crosse, WI 54603, United States
| | - Natalie Karouna-Renier
- U.S. Geological Survey, Eastern Ecological Science Center (EESC) at Patuxent, Beltsville, MD 20705, United States
| | - Cole W Matson
- Department of Environmental Science, The Institute of Ecological, Earth, and Environmental Sciences (TIE3S), the Center for Reservoir and Aquatic Systems Research (CRASR), Baylor University, Waco, TX 76798, United States.
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7
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Ha K, Xia P, Crump D, Saini A, Harner T, O’Brien J. Cytotoxic and Transcriptomic Effects in Avian Hepatocytes Exposed to a Complex Mixture from Air Samples, and Their Relation to the Organic Flame Retardant Signature. TOXICS 2021; 9:toxics9120324. [PMID: 34941758 PMCID: PMC8704741 DOI: 10.3390/toxics9120324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 11/09/2021] [Accepted: 11/20/2021] [Indexed: 11/30/2022]
Abstract
Assessing complex environmental mixtures and their effects is challenging. In this study, we evaluate the utility of an avian in vitro screening approach to determine the effects of passive air sampler extracts collected from different global megacities on cytotoxicity and gene expression. Concentrations of a suite of organic flame retardants (OFRs) were quantified in extracts from a total of 19 megacities/major cities in an earlier study, and levels were highly variable across sites. Chicken embryonic hepatocytes were exposed to serial dilutions of extracts from the 19 cities for 24 h. Cell viability results indicate a high level of variability in cytotoxicity, with extracts from Toronto, Canada, having the lowest LC50 value. Partial least squares (PLS) regression analysis was used to estimate LC50 values from OFR concentrations. PLS modeling of OFRs was moderately predictive of LC50 (p-value = 0.0003, r2 = 0.66, slope = 0.76, when comparing predicted LC50 to actual values), although only after one outlier city was removed from the analysis. A chicken ToxChip PCR array, comprising 43 target genes, was used to determine effects on gene expression, and similar to results for cell viability, gene expression profiles were highly variable among the megacities. PLS modeling was used to determine if gene expression was related to the OFR profiles of the extracts. Weak relationships to the ToxChip expression profiles could be detected for only three of the 35 OFRs (indicated by regression slopes between 0.6 and 0.5 when comparing predicted to actual OFR concentrations). While this in vitro approach shows promise in terms of evaluating effects of complex mixtures, we also identified several limitations that, if addressed in future studies, might improve its performance.
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Affiliation(s)
- Kelsey Ha
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, Ottawa, ON K1N 6N5, Canada;
- National Wildlife Research Centre, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada; (P.X.); (J.O.)
| | - Pu Xia
- National Wildlife Research Centre, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada; (P.X.); (J.O.)
| | - Doug Crump
- National Wildlife Research Centre, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada; (P.X.); (J.O.)
- Correspondence: ; Tel.: +1-(613)-998-7383
| | - Amandeep Saini
- Air Quality Processes Research Section, Environment and Climate Change Canada, Toronto, ON M3H 5T4, Canada; (A.S.); (T.H.)
| | - Tom Harner
- Air Quality Processes Research Section, Environment and Climate Change Canada, Toronto, ON M3H 5T4, Canada; (A.S.); (T.H.)
| | - Jason O’Brien
- National Wildlife Research Centre, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada; (P.X.); (J.O.)
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8
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Zahaby Y, Xia P, Crump D, Provencher JF, Thomas PJ, Pauli B, Braune BM, Franckowiak RP, Gendron M, Savard G, Sarma SN, Mallory ML, O'Brien J. ToxChip PCR Arrays for Two Arctic-Breeding Seabirds: Applications for Regional Environmental Assessments. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:7521-7530. [PMID: 33983718 DOI: 10.1021/acs.est.1c00229] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Increasing pollution in the Arctic poses challenges in terms of geographical and ecological monitoring. The Baffin Bay-Davis Strait (BBDS) region in the Canadian Arctic Archipelago is of particular concern due to the potential for increased shipping traffic and oil exploration. However, data on background contaminants associated with oil exploration/spills/natural seeps (e.g., polycyclic aromatic compounds [PAC]) and measures of potential effects for Arctic birds are limited. We developed a toxicogenomics approach to investigate the background gene expression profiles for two Arctic-breeding seabirds, the thick-billed murre (Uria lomvia) and the black guillemot (Cepphus grylle), which will aid effects-based monitoring efforts. Chemical burdens (53 PACs and 5 trace elements) and transcriptomic profiles (31 genes using a ToxChip PCR array) were examined in liver tissues (n = 30) of each species collected from the Qaqulluit and Akpait National Wildlife Areas in the BBDS region. While chemical and transcriptomic profiles demonstrated low variability across individuals for each species, gene expression signatures were able to distinguish guillemots collected from two distinct colonies. This toxicogenomics approach provides benchmark data for two Arctic seabirds and is promising for future monitoring efforts and strategic environmental assessments in this sensitive ecosystem and areas elsewhere in the circumpolar Arctic that are undergoing change.
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Affiliation(s)
- Yasmeen Zahaby
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Pu Xia
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Doug Crump
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Jennifer F Provencher
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Philippe J Thomas
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Bruce Pauli
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Birgit M Braune
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | | | - Michel Gendron
- Canadian Wildlife Service, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Guy Savard
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Sailendra Nath Sarma
- Science and Technology Branch, Environment and Climate Change Canada, Ottawa, ON K1A 0H3, Canada
| | - Mark L Mallory
- Department of Biology, Acadia University, Wolfville, NS B4P 2R6, Canada
| | - Jason O'Brien
- National Wildlife Research Centre, Environment and Climate Change Canada, 1125 Colonel By Dr., Ottawa, ON ON K1S, Canada
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