Seasonal and Site Variations in Heavy Metals Contaminations in Seawater and Fish Organs and Health Risks Assessment
Main Article Content
Abstract
Coastal ecosystems are increasingly exposed to land-based pollution from tourism, agriculture, and mining, resulting in heavy metal contamination of seawater and marine organisms. This study quantifies cadmium (Cd), chromium (Cr), copper (Cu), lead (Pb), and zinc (Zn) concentrations in seawater and in the organs of the commonly consumed fish Auxis thazard and Selar crumenophthalmus in the Tañon Strait, Cebu, Philippines. This research further assesses associated health risks and significant differences in metal levels across organs, seasons, sites, and between species. Fish and seawater samples were collected from three sites, Moalboal, Barili, and Toledo, during wet and dry seasons and prepared following the sampling protocols outlined in previous studies. Health risk assessment was based on the calculated Target Hazard Quotient (THQ), Hazard Index (HI), and Estimated Weekly Intake (EWI). Results revealed that Cd exceeded FAO limits in all fish organs, while Cr exceeded only in the gills, and Pb also exceeded limits and was only discovered in the gills. Cu and Zn were within acceptable levels in both species. Metal concentrations were lowest in muscles and highest in the GIT, and were generally higher during the wet season, except for Zn in the gills and GIT. Metal accumulation between species differed significantly only during the dry season (p<0.05), while across organs at the three sites, metal concentrations did not differ significantly (p<0.05). Only Zn and Cu were detected in low amounts in seawater. Also, results showed no significant health risk. Continued monitoring is suggested, particularly during wet seasons, to support food safety.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
Arantes, F.; Savassi, L.; Santos, H.; Gomes, M.; Bazzoli, N. Bioaccumulation of mercury, cadmium, zinc, chromium, and lead in muscle, liver, and spleen tissues of a large commercially valuable catfish species from Brazil. An. Acad. Bras. Cienc. 2016, 88, 137–147. https://doi.org/10.1590/0001-3765201620140434
Ahmed, M. K.; Baki, M. A.; Kundu, G. K.; Islam, M. S.; Islam, M. M.; Hossain, M. M. Human health risks from heavy metals in fish of the Buriganga River, Bangladesh. SpringerPlus 2016, 5, 1697. https://doi.org/10.1186/s40064-016-3357-0
Mensoor, M.; Said, A. Determination of heavy metals in freshwater fishes of the Tigris River in Baghdad. Fishes 2018, 3(2), 23. https://doi.org/10.3390/fishes3020023
Yousif, R.; Choudhary, U.; Ahmed, S.; Ahmed, Q. Bioaccumulation of heavy metals in fish and other aquatic organisms from the Karachi coast, Pakistan. Nusant. Biosci. 2021, 13(1), 73–84.
Baloch, Q. B.; Shah, S. N.; Iqbal, N.; Sheeraz, M.; Asadullah, M.; Mahar, S.; Khan, A. U. Impact of tourism development upon environmental sustainability: A suggested framework for sustainable ecotourism. Environ. Sci. Pollut. Res. 2023, 30(3), 5917–5930. https://doi.org/10.1007/s11356-022-22496-w
Buzzi, N. S.; Menéndez, M. C.; Truchet, D. M.; Delgado, A. L.; Severini, M. F. An overview of metal pollution on touristic sandy beaches: Is the COVID-19 pandemic an opportunity to improve coastal management? Mar. Pollut. Bull. 2022, 174, 113275. https://doi.org/10.1016/j.marpolbul.2021.113275
Abdel-Baki, A. S.; Dkhil, M. A.; Al-Quraishy, S. Bioaccumulation of some heavy metals in tilapia fish relevant to their concentration in water and sediment of Wadi Hanifah, Saudi Arabia. Afr. J. Biotechnol. 2011, 10(13), 2541–2547.
Pieniak, Z.; Verbeke, W.; Scholderer, J. Health-related beliefs and consumer knowledge as determinants of fish consumption. J. Hum. Nutr. Diet. 2010, 23, 480–488. https://doi.org/10.1111/j.1365-277X.2010.01045.x
Obiero, K.; Meulenbroek, P.; Drexler, S.; Dagne, A.; Akoll, P.; Odong, R.; Waidbacher, H. The contribution of fish to food and nutrition security in Eastern Africa: Emerging trends and future outlooks. Sustainability 2019, 11(6), 1636. https://doi.org/10.3390/su11061636
Baharom, Z.; Ishak, M. Determination of heavy metal accumulation in fish species in the Galas River, Kelantan, and Beranang Mining Pool, Selangor. Procedia Environ. Sci. 2015, 30, 320–325. https://doi.org/10.1016/j.proenv.2015.10.057
Aragones, L. V.; Talaue-McManus, L.; Roque-Borigas, M. A.; Amor, A. K. S.; Keith, E. O. Dolphin watching in the southern Tañon Strait Protected Seascape, Philippines: Issues and challenges. Sci. Diliman 2013, 25(2), 1–14.
Velos, S.; Go, M.; Bate, G.; Joyohoy, E. A seasonal autoregressive integrated moving average (SARIMA) model for forecasting tourist arrivals in the Philippines: A case study in Moalboal, Cebu (Philippines). Recoletos Multidiscip. Res. J. 2020, 8(1), 67–78.
Mondejar, J. P.; Tongco, A. F. Estimating topsoil texture fractions by digital soil mapping: A response to the long-outdated soil map in the Philippines. Sustain. Environ. Res. 2019, 29, 31. https://doi.org/10.1186/s42834-019-0031-0
Singh, V.; Ahmed, G.; Vedika, S.; Kumar, P.; Chaturvedi, S. K.; Rai, S. N.; Kumar, A. Toxic heavy metal ion contamination in water and its sustainable reduction by eco-friendly methods: Isotherm, thermodynamic, and kinetic studies. Sci. Rep. 2024, 14(1), 7595.
Aggangan, N.; Pampolina, N.; Cadiz, N.; Raymundo, A. Assessment of plant diversity and associated mycorrhizal fungi in the mined-out sites of Atlas Mines in Toledo City, Cebu for bioremediation. J. Environ. Sci. Manage. 2015, 18(1), 71–86.
Canli, M.; Atli, G. The relationships between heavy metal (Cd, Cr, Cu, Fe, Pb, and Zn) levels and the size of six Mediterranean fish species. Environ. Pollut. 2003, 121(1), 129–136. https://doi.org/10.1016/S0269-7491(02)00194-X
Januar, H. I.; Hidayah, I. Seasonal variation of heavy metal accumulation in the environment and fishes from the Cirebon coast, Indonesia. Aquat. Ecosyst. Health Manage. 2021, 24(2), 121–129. https://doi.org/10.14321/aehm.024.02.16
Dehghani, S.; Moore, F.; Akhbarizadeh, R. Microplastic pollution in deposited urban dust, Tehran metropolis, Iran. Environ. Sci. Pollut. Res. 2017, 24(25), 20360–20371. https://doi.org/10.1007/s11356-017-9674-1
El-Moselhy, K. M.; Othman, A. I.; Abd El-Azem, H.; El-Metwally, M. E. A. Bioaccumulation of heavy metals in some tissues of fish in the Red Sea, Egypt. Egypt. J. Basic Appl. Sci. 2014, 1(2), 97–105. https://doi.org/10.1016/j.ejbas.2014.06.001
Ranasinghe, P.; Weerasinghe, S.; Kaumal, M. N. Determination of heavy metals in tilapia using various digestion methods. Int. J. Sci. Res. Innov. Technol. 2016, 3, 38–48.
Sun, X.; Li, B. S.; Liu, X. L.; Li, C. X. Spatial variations and potential risks of heavy metals in seawater, sediments, and living organisms in Jiuzhen Bay, China. J. Chem. 2020, 2020, 7971294. https://doi.org/10.1155/2020/7971294
Salam, M. A.; Paul, S. C.; Noor, S.; Siddiqua, S. A.; Aka, T. D.; Wahab, R.; Aweng, E. R. Contamination profile of heavy metals in marine fish and shellfish. Global J. Environ. Sci. Manage. 2019, 5(2), 225–236. https://doi.org/10.22034/gjesm.2019.02.08
Go, M.; Ybañez, A.; Illano, A.; Cababat, F.; De La Calzada, L. Microplastics in beach sediments, seawater, and common fish in tourist destinations. Global J. Environ. Sci. Manage. 2024, 10(4). https://doi.org/10.22034/gjesm.2024.04.30
U.S. Environmental Protection Agency. Regional Screening Levels (RSL) Summary Tables; U.S. Environmental Protection Agency: Washington, DC, 2010.
Molina, V. B. Health risk assessment of heavy metals in Manila catfish (Arius dispar) from Laguna Lake. Acta Med. Philipp. 2014, 48(1).
Huang, X.; Qin, D.; Gao, L.; Hao, Q.; Chen, Z.; Wang, P.; Qiu, W. Distribution, contents, and health risk assessment of heavy metal(loid)s in fish from different water bodies in Northeast China. RSC Adv. 2019, 9(57), 33130–33139. https://doi.org/10.1039/C9RA05227E
Solgi, E.; Alipour, H.; Majnooni, F. Investigation of the concentration of metals in two economically important fish species from the Caspian Sea and assessment of potential risk to human health. Ocean Sci. J. 2019, 54(3), 503–514. https://doi.org/10.1007/s12601-019-0024-8
Emon, F. J.; Rohani, M. F.; Sumaiya, N.; Jannat, M. F. T.; Akter, Y.; Shahjahan, M.; Kari, Z. A.; Tahiluddin, A. B.; Goh, K. W. Bioaccumulation and bioremediation of heavy metals in fishes: A review. Toxics 2023, 11(6), 510. https://doi.org/10.3390/toxics11060510
European Food Safety Authority. Scientific opinion on the tolerable weekly intake for heavy metals. EFSA J. 2023, 21, e07704. https://doi.org/10.2903/j.efsa.2023.7704
Garai, P.; Banerjee, P.; Mondal, P.; Saha, N. C. Effect of heavy metals on fishes: Toxicity and bioaccumulation. J. Clin. Toxicol. 2021, 11(Suppl. 18), 1.
Sia Su, G.; Martillano, K. J.; Alcantara, T. P.; Ragragio, E.; de Jesus, J.; Hallare, A.; Ramos, G. Assessing heavy metals in the waters, fish, and macroinvertebrates in Manila Bay, Philippines. J. Appl. Sci. Environ. Sanit. 2009, 4(3), 187–195.
Cabuga, C. C.; Rey, Y. C.; Jumawan, J. C. Levels of heavy metals in fish and sediments from different salinity gradients of the Lower Agusan River to Butuan Bay, Caraga, Philippines. EnvironmentAsia 2020, 13, 88–100.
Alnashiri, H. M. A brief review on heavy metal bioaccumulation studies from the Red Sea. Adsorpt. Sci. Technol. 2022, 2022, 6201299. https://doi.org/10.1155/2022/6201299
Agbugui, M. O.; Abe, G. O. Heavy metals in fish: Bioaccumulation and health. Br. J. Earth Sci. Res. 2022, 10(1), 47–66.
Mukherjee, J.; Saha, N. C.; Karan, S. Bioaccumulation pattern of heavy metals in fish tissues and associated health hazards in the human population. Environ. Sci. Pollut. Res. 2022, 29(15), 21365–21379. https://doi.org/10.1007/s11356-021-17297-6
Koduvayur, M. V.; Vasudevan, S.; Pandey, V.; Santhanakumar, J.; Jha, D. K.; Dharani, G. Comparative evaluation of heavy metal concentration in different organs of the Asian seabass: A multivariate approach. Front. Mar. Sci. 2022, 9, 1012541. https://doi.org/10.3389/fmars.2022.1012541
Yang, F.; Zhang, H.; Xie, S.; Wei, C.; Yang, X. Concentrations of heavy metals in water, sediments, and aquatic organisms from a closed realgar mine. Environ. Sci. Pollut. Res. 2023, 30(2), 4959–4971. https://doi.org/10.1007/s11356-022-22563-2
Phongsuwan, A.; Ditcharoen, N.; Valuvanathorn, S. Comparison of color space performance for colorimetric detection of heavy metals in drinking water using image processing and convolutional neural networks. ASEAN J. Sci. Technol. Rep. 2026, 29(4). https://doi.org/10.55164/ajstr.v29i4.260866
Nguyen Xuan, T.; Le Thi, T.; Nguyen Thi, T.; Luu Tang Phuc, K. Toxicity evaluation of copper, nickel, and their mixture on Daphnia magna. ASEAN J. Sci. Technol. Rep. 2024, 27(6). https://doi.org/10.55164/ajstr.v27i6.254578
Guo, W.; Zou, J.; Liu, S.; Chen, X.; Kong, X.; Zhang, H.; Xu, T. Seasonal and spatial variation in dissolved heavy metals in Liaodong Bay, China. Int. J. Environ. Res. Public Health 2022, 19(1), 608. https://doi.org/10.3390/ijerph19010608
Yi, Y.; Yang, Z.; Zhang, S. Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River Basin. Environ. Pollut. 2011, 159(10), 2575–2585. https://doi.org/10.1016/j.envpol.2011.06.011
Alhashemi, A.; Sekhavatjou, M. S.; Kaiba, B.; Karbassi, A. R. Bioaccumulation of trace elements in water, sediment, and six fish species from a freshwater wetland, Iran. Microchem. J. 2012, 104, 1–6. https://doi.org/10.1016/j.microc.2012.03.002
Benlouanas, K.; Yahia, L. Experimental investigation of pitting corrosion behavior of 304L stainless steel on MnS inclusions in chloride environments applied to the Mediterranean industry. ASEAN J. Sci. Technol. Rep. 2025, 28(5). https://doi.org/10.55164/ajstr.v28i5.258484
Hossain, M. B.; Rahman, M. A.; Hossain, M. K.; Nur, A. U.; Sultana, S.; Semme, S.; Albeshr, M. F.; Arai, T.; Yu, J. Contamination status and associated ecological risk assessment of heavy metals in different wetland sediments from an urbanized estuarine ecosystem. Mar. Pollut. Bull. 2022, 185, 114246. https://doi.org/10.1016/j.marpolbul.2022.114246
Atyotha, V.; Prakhammin, K.; Rattanawong, B.; Udomkham, R.; Somtua, J. Continuous monitoring of radon contamination levels in the Lower Nam Phong River, Khon Kaen Province, Thailand. ASEAN J. Sci. Technol. Rep. 2024, 27(3). https://doi.org/10.55164/ajstr.v27i3.252757
Barceloux, D. G. Copper. J. Toxicol. Clin. Toxicol. 1999, 37(2), 217–230. https://doi.org/10.1081/CLT-100102421
Vieira, C.; Morais, S.; Ramos, S.; Delerue-Matos, C.; Oliveira, M. B. P. P. Mercury, cadmium, lead, and arsenic levels in three pelagic fish species from the Atlantic Ocean: Intra- and interspecific variability and human health risks for consumption. Food Chem. Toxicol. 2011, 49(4), 923–932. https://doi.org/10.1016/j.fct.2010.12.016
Olayinka-Olagunju, J. O.; Dosumu, A. A.; Olatunji-Ojo, A. M. Bioaccumulation of heavy metals in pelagic and benthic fishes of the Ogbese River, Ondo State, southwestern Nigeria. Water Air Soil Pollut. 2021, 232(2), 87. https://doi.org/10.1007/s11270-021-04987-7