Abstract
Natural rates of metal mobilization and deposition in terrestrial and aquatic environments have been changed due to anthropic activities, exposing the native biota to dangerous effects related to bioconcentration and bioaccumulation of metals. This study assessed the concentrations of Cr, Ni, Cd, Pb, Cu, Mn, Co, and Zn in the water and riverbed sediment samples from the Verde River basin (VR), and in tissue samples from two native fishes, the Psalidodon paranae, a VR inhabitant, and the Psalidodon aff. fasciatus, a migratory species. Arithmetic mean values of metal concentrations recorded in waters were Cr: 46.16, Ni: 40.29, Cd 43.19, Pb: 57.74, Cu: 63.72, Mn: 98.36, Co: 64.53, Zn: 81.19, while for riverbed sediments were Cr: 11.84, Ni: 10.52, Cd: 7.14, Pb: 15.00, Cu: 22.16, Mn: 334.77, Co: 24.62, Zn: 434.44. For several analyzed samples, metal concentrations found were higher than Brazilian and international limits set for healthy aquatic life and human uses. Analyzed fish tissues also presented metal concentrations higher than Brazilian and international limits set, indicating a high ecological and health risk for the region. Psalidodon paranae showed affinity to bioconcentrate Pb, Zn, and Cd, while Psalidodon. aff. fasciatus tended to bioconcentrate Ni, Zn, and Cr. Multivariate analyses revealed spatial and temporal patterns in the metal contaminations in VR. These patterns were associated with rural and urban activities developed along VR, which practice inadequate soil handling, indiscriminate use of agrochemicals, and the dumping of domestic garbage and untreated and treated sewage into the river. The implementation of public policies for biomonitoring and pollution control by metals in VR is essential to safeguard regional water resources and their biota.
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Abbreviations
- BAF:
-
Bioaccumulation factor
- BCF:
-
Bioconcentration factor
- C.I:
-
Cumulated inertia
- CGNP:
-
Campos Gerais National Park
- DEEPA:
-
Escarpment Environmental Protection Area
- L.C:
-
Loading coefficient
- PCA:
-
Principal component analyses
- PEL:
-
Probable effect level
- PRB:
-
Pitangui River Basin
- TEL:
-
Threshold effect level
- TRB:
-
Tibagi River Basin
- UPRE:
-
Upper Paraná River Ecoregion
- VR:
-
Verde River
References
ANVISA (2013) Mercosur technical regulation on maximum limits for inorganic contaminants in food. https://bit.ly/35VEsN3. Accessed 2 Nov 2020
Batista HU, de Freitas Barbola I, AEG K, Milléo J (2010) Structure and composition of macroinvertebrate fauna as a means of assessing the quality of water in the Verde River. Terra Plur 4:241–256. https://doi.org/10.5212/terraplural.v.4i2.0006
Bhuyan MS, Bakar MA (2017) Seasonal variation of heavy metals in water and sediments in the Halda River, Chittagong, Bangladesh. Environ Sci Pollut Res 24:27587–27600. https://doi.org/10.1007/s11356-017-0204-y
Bolliger A, Magid J, Amado JCT et al (2006) Taking Stock of the Brazilian “Zero-Till Revolution”: A Review of Landmark Research and Farmers’ Practice. Adv Agron 91:47–110. https://doi.org/10.1016/S0065-2113(06)91002-5
CCME (1995) Protocol for the derivation of Canadian sediment quality guidelines for the protection of aquatic life. In: CCME
CETESB (2011) National guide for collection and preservation of samples: water, sediment, aquatic communities and liquid effluents. https://arquivos.ana.gov.br/institucional/sge/CEDOC/Catalogo/2012/GuiaNacionalDeColeta.pdf. Accessed 3 Feb 2021
CONAMA (2005) Resolução 357/05. https://bit.ly/325xvIf. Accessed 23 Jan 2019
Costa KA, Scheffer EWO, Los Weinert P, Silveira EL (2018) Evaluation of the quality of the Rio Verde water, Ponta Grossa, PR: a study on the conditions of aquatic life maintenance and the eutrophication process. Eclética Química J 43:51–58
FAO (2015) General standard for contaminants and toxins in food and feed. https://bit.ly/2HRI6iB. Accessed 2 Nov 2020
Ferreira PAA, Bomfeti CA, de Souza Soares CRF et al (2018) Cupriavidus necator strains: zinc and cadmium tolerance and bioaccumulation. Sci Agric 75:452–460
Gemusse SL, Turcatti Folle NM, da Costa Souza AT et al (2021) Micropollutants impair the survival of Oreochromis niloticus and threat local species from Iguaçu River, Southern of Brazil. Environ Toxicol Pharmacol 83:103596. https://doi.org/10.1016/j.etap.2021.103596
Gomes ID, Nascimento AA, Sales A, Araújo FG (2012) Can fish gill anomalies be used to assess water quality in freshwater Neotropical systems? Environ Monit Assess 184:5523–5531. https://doi.org/10.1007/s10661-011-2358-2
Guimarães GB, Godoy LC, Melo MS, Flügel FJ (2014) Geodioversidade. In: Gealh AM, Melo MS (eds) Rio São João, Carambeí, Pr: fonte de vida, cuidados devidos. Editora UEPG, Ponta Grossa, pp 15–37 (In portuguese)
Gupta N, Yadav KK, Kumar V, Kumar S, Chadd RP, Kumar A (2019) Trace elements in soil-vegetables interface: translocation, bioaccumulation, toxicity and amelioration - a review. Sci Total Environ 651:2927–2942. https://doi.org/10.1016/j.scitotenv.2018.10.047
Gupta N, Yadav KK, Kumar V, Krishnan S, Kumar S, Nejad ZD, Majeed Khan MA, Alam J (2021) Evaluating heavy metals contamination in soil and vegetables in the region of North India: levels, transfer and potential human health risk analysis. Environ Toxicol Pharmacol 82:103563. https://doi.org/10.1016/j.etap.2020.103563
Kassambara A, Mundt F (2020) Factoextra: Extract and Visualize the Results of Multivariate Data Analyses. https://cran.r-project.org/package=factoextra. Accessed 2 Nov 2020
Kayembe JM, Bokwokwo MI, Sivalingam P, Ngelinkoto P, Otamonga JP, Mulaji CK, Mubedi JI, Poté J (2020) Effect of untreated urban effluents on the accumulation of toxic metals in river sediments under tropical conditions: Funa River, Kinshasa, Democratic Republic of the Congo. Water Environ J 34:180–188. https://doi.org/10.1111/wej.12451
Kumar S, Prasad S, Yadav KK, Shrivastava M, Gupta N, Nagar S, Bach QV, Kamyab H, Khan SA, Yadav S, Malav LC (2019) Hazardous heavy metals contamination of vegetables and food chain: role of sustainable remediation approaches - a review. Environ Res 179:108792. https://doi.org/10.1016/j.envres.2019.108792
Kumar Yadav K, Gupta N, Kumar A, Reece LM, Singh N, Rezania S, Ahmad Khan S (2018) Mechanistic understanding and holistic approach of phytoremediation: a review on application and future prospects. Ecol Eng 120:274–298. https://doi.org/10.1016/j.ecoleng.2018.05.039
Malik RN, Hashmi MZ, Huma Y (2014) Heavy metal accumulation in edible fish species from Rawal Lake Reservoir, Pakistan. Environ Sci Pollut Res 21:1188–1196. https://doi.org/10.1007/s11356-013-1992-3
Mardia KV, Kent JT, Bibby JM (1979) Multivariate analysis. John Wiley & Sons Ltd., London
Marins AT, Severo ES, Leitemperger JW et al (2020) Assessment of river water quality in an agricultural region of Brazil using biomarkers in a native Neotropical fish, Astyanax spp. (Characidae). Bull Environ Contam Toxicol. https://doi.org/10.1007/s00128-020-02821-0
Martins TD, da Silveira CT, Pinto MLC (2015) Campos Gerais of Paraná: a regional palimpsest. In: Landscapes and landforms of Brazil. Springer, pp 331–338
Matos LA, Cunha ACS, Sousa AA, Maranhão JPR, Santos NRS, Gonçalves MMC, Dantas SMMM, Sousa JMC, Peron AP, Silva FCC, Alencar MVOB, Islam MT, Aguiar RPS, Melo-Cavalcante AAC, Bonecker CC, Junior HFJ (2017) The influence of heavy metals on toxicogenetic damage in a Brazilian tropical river. Chemosphere 185:852–859. https://doi.org/10.1016/j.chemosphere.2017.07.103
Maurya PK, Malik DS, Yadav KK, Kumar A, Kumar S, Kamyab H (2019) Bioaccumulation and potential sources of heavy metal contamination in fish species in River Ganga basin: Possible human health risks evaluation. Toxicol Reports 6:472–481. https://doi.org/10.1016/j.toxrep.2019.05.012
Merçon J, Pereira TM, Passos LS, Lopes TO, Coppo G, Barbosa B, Cabral D, Gomes LC (2019) Temperature affects the toxicity of lead-contaminated food in Geophagus brasiliensis (QUOY & GAIMARD, 1824). Environ Toxicol Pharmacol 66:75–82. https://doi.org/10.1016/j.etap.2018.12.013
Nunes MV, Rocha O, Verani JR (2014) Trophic interactions between the fish Geophagus brasiliensis (Cichlidae) and the benthic macroinvertebrate community. Stud Neotrop Fauna Environ 49:11–17. https://doi.org/10.1080/01650521.2014.904551
Oksanen J, Blanchet FG, Friendly M, et al (2019) Vegan: community ecology package. R package version 2.4-3. Vienna R Found Stat Comput
Pal D, Maiti SK (2018) Seasonal variation of heavy metals in water, sediment, and highly consumed cultured fish (Labeo rohita and Labeo bata) and potential health risk assessment in aquaculture pond of the coal city, Dhanbad (India). Environ Sci Pollut Res 25:12464–12480. https://doi.org/10.1007/s11356-018-1424-5
Pini SFR, Abelha MCF, Kashiwaqui EAL, et al (2019) Food resource partitioning among species of Astyanax (Characiformes: Characidae) in the Lower Iguaçu River and tributaries, Brazil. Neotrop Ichthyol 17
Ponting J, Kelly TJ, Verhoef A, Watts MJ, Sizmur T (2021) The impact of increased flooding occurrence on the mobility of potentially toxic elements in floodplain soil – a review. Sci Total Environ 754:142040. https://doi.org/10.1016/j.scitotenv.2020.142040
R Core Team (2020) R: A language and environment for statistical computing. In: R Found. Stat. Comput. https://www.r-project.org. Accessed 2 Nov 2020
Rocha CH, Neto PHW (2010) Padrões de uso das terras e implicações ambientais. In: Gealh AM, Melo MS, Moro RS (eds) Pitangui, rio de contrastes: seus lugares, seus peixes, sua gente. Editora UEPG, Ponta Grossa, pp 23–41 (In portuguese)
Sequinel R, Payret Arrúa ME, Costa W (2011) A survey of ion concentrations of no3 -, po4 3-, k+ , ca2+ and mg2+ in the Verde River waters and their correlation with human activities in the area. Publ UEPG 17:29–37. https://doi.org/10.5212/Publ.Exatas.v.17i1.0003
Shibatta OA, Gealh AM, Bennemann ST (2007) Ichthyofauna from the middle and upper stretches of Rio Tibagi basin, Paraná, Brazil. Biota Neotrop 7:125–134. 0–0. https://doi.org/10.1590/S1676-06032007000200014
Silva CP, Almeida TE, Zittel R et al (2016) Translocation of metal ions from soil to tobacco roots and their concentration in the plant parts. Environ Monit Assess 188:663–672. https://doi.org/10.1007/s10661-016-5679-3
Silva CP, Seremeta DCH, Pedroso CR et al (2020) Effects of different filtration techniques on quality and toxicology of post treatment effluent from an anaerobic reactor. Sci Total Environ 723:138030. https://doi.org/10.1016/j.scitotenv.2020.138030
Silva CP, Silveira EL, Campos SX (2017) Environmental pollution by heavy metals in the São João River basin, southern Brazil. Environ Earth Sci 76:554. https://doi.org/10.1007/s12665-017-6890-4
da Silveira EL, Ballester ELC, da Costa KA et al (2018) Fish community response to environmental variations in an impacted Neotropical basin. Ecol Freshw Fish 27:1126–1139. https://doi.org/10.1111/eff.12420
Tiecher T, Caner L, Minella JPG, Pellegrini A, Capoane V, Rasche JWA, Schaefer GL, Rheinheimer DS (2017) Tracing sediment sources in two paired agricultural catchments with different riparian forest and wetland proportion in southern Brazil. Geoderma 285:225–239. https://doi.org/10.1016/j.geoderma.2016.10.008
Tincani FH, Santos GS, Azevedo ACB, Marques AEML, Pereira LS, Castellano GC, da Silva TA, Galvan GL, Chimentão FG, Silva CP, Oliveira Ribeiro CA, Silva de Assis HC, Campos SX, Ramsdorf WA, Cestari MM (2019) Climbing the taxonomic ladder: Could a genus be used as bioindicator? The ecotoxicological relationship between biomarkers of Astyanax altiparanae, Astyanax bifasciatus and Astyanax ribeirae. Ecol Indic 106:105474. https://doi.org/10.1016/j.ecolind.2019.105474
Tran NH, Reinhard M, Khan E, Chen H, Nguyen VT, Li Y, Goh SG, Nguyen QB, Saeidi N, Gin KYH (2019) Emerging contaminants in wastewater, stormwater runoff, and surface water: Application as chemical markers for diffuse sources. Sci Total Environ 676:252–267. https://doi.org/10.1016/J.SCITOTENV.2019.04.160
US.EPA (1996) Acid digestion of sediments, sludges and soils: Method 3050-B
USEPA (2017) National Recommended Water Quality Criteria - Aquatic Life Criteria. https://www.epa.gov/wqc/national-recommended-water-quality-criteria-aquatic-life-criteria-table. Accessed 6 Apr 2020
Voigt CL, da Silva CP, Doria HB, Randi MAF, de Oliveira Ribeiro CA, de Campos SX (2015) Bioconcentration and bioaccumulation of metal in freshwater Neotropical fish Geophagus brasiliensis. Environ Sci Pollut Res 22:8242–8252
Voigt CL, da Silva CP, de Campos SX et al (2016) Assessment of bioaccumulation of metals in Cyprinus carpio by interaction with sediment and water in a reservoir. Quim Nova 39:180–188. https://doi.org/10.5935/0100-4042.20160014 (in Portuguese)
Wu L, Cheng M, Li Z, Ren J, Shen L, Wang S, Luo Y, Christie P (2012) Major nutrients, heavy metals and PBDEs in soils after long-term sewage sludge application. J Soils Sediments 12:531–541. https://doi.org/10.1007/s11368-012-0485-1
Xu L, Wang T, Ni K, Liu S, Wang P, Xie S, Meng J, Zheng X, Lu Y (2013) Metals contamination along the watershed and estuarine areas of southern Bohai Sea, China. Mar Pollut Bull 74:453–463. https://doi.org/10.1016/j.marpolbul.2013.06.010
Acknowledgements
Data come from the project “Structure of assemblages and population dynamics of the Neotropical ichthyofauna from a Paranaense micro basin, Southern Brazil”, granted by Araucaria Foundation (State of Paraná Research Foundation) and Boticário Group Foundation for Nature Protection. Estevan Luiz da Silveira thanks the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) for the Doctorate scholarship (Finance Code 001). André Martins Vaz-dos-Santos thanks Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) for the research grant (Processes no. 305403/2015-0 and 310451/2018-3).
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Araucaria Foundation (State of Paraná Research Foundation) and Boticário Group Foundation for Nature Protection, CAPES (Finance Code 001), CNPq (research grant no. 310451/2018-3).
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Cleber Pinto da Silva: conceptualization, methodology, investigation, resources, formal analysis, writing—original draft, writing—review and editing. Estevan Luiz da Silveira: Conceptualization, investigation, resources, formal analysis, writing—review and editing. Daniele Cristina Hass Seremeta: resources, writing—review. Danilo Gabriel dos Santos Matos: resources, writing—review. André Martins Vaz-dos-Santos: conceptualization, investigation, resources, formal analysis, writing—review and editing, supervision. Sandro Xavier de Campos: supervision, funding acquisition, writing—review and editing.
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Samplings were licensed by the Chico Mendes Institute for Biodiversity Conservation (Authorization no. 40132-2 and no. 51797-1) and by the Certificate of the Ethics Committee in the Use of Animals of the Federal University of Paraná (Authorization no. 38/2015).
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da Silva, C.P., da Silveira, E.L., Seremeta, D.C.H. et al. Bioaccumulation and bioconcentration of metals in Characidae from a Neotropical river basin under anthropic activities. Environ Sci Pollut Res 28, 38434–38447 (2021). https://doi.org/10.1007/s11356-021-13420-9
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DOI: https://doi.org/10.1007/s11356-021-13420-9