1
|
Akash PB, Kumar S, Jahan MS, Rahman MS, Seddiky MA, Sorker A, Islam R. Exploring Potential Human Health Risks Linked to Heavy Metal(Loid)s in Dietary Fishes: Utilizing Data-Driven and Computational Modelling Approaches. Biol Trace Elem Res 2025; 203:2830-2847. [PMID: 39259425 DOI: 10.1007/s12011-024-04363-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 08/29/2024] [Indexed: 09/13/2024]
Abstract
There are significant concerns about the risks to human health posed by metal(loid) contamination in dietary fishes in Bangladesh. Therefore, this study aimed to evaluate heavy metal(loid) contamination in fish and their associated health risks using published data from 2000 to 2022. Additionally, the safe limit of fish consumption was estimated using the target hazard quotient (THQ) followed by computational modelling and artificial neural networks (ANN). Results showed that freshwater and herbivorous fishes pose the least non-cancer risks, whereas saltwater and carnivorous fishes pose the highest non-cancer risks to Bangladeshi consumers. However, freshwater and omnivorous fish consumption pose the highest cancer risks compared to all studied metal(loid)s. In particular, among the heavy metal(loid)s, As, Cr, Hg, and Ni pose significant cancer and non-cancer risks to Bangladeshi consumers. On the contrary, the ANN and Decision tree regression (DTR) characterized the dataset, simulation model, or data testing condition, reaching 94.7% accuracy and allowing us to measure the safest fish consumption limit. The herbivorous fishes are less contaminated and allow greater consumption (175.09 g day-1). Contrarily, the allowable intake rates of carnivorous and omnivorous fishes are 153.05 and 168.63 g day-1, respectively. Besides, the safe consumption rate of saltwater fishes was 156.51 g day-1, which was lower than freshwater (180.59 g day-1) and euryhaline fishes (182.17 g day-1). Therefore, this study will assist fish consumers in selecting less contaminated fish, ensuring safe consumption levels, and ultimately reducing health risks associated with metal(loid) contamination in fish.
Collapse
Affiliation(s)
- Pritom Bhowmik Akash
- Department of Civil Engineering, Chittagong University of Engineering & Technology, Chatttogram, 4349, Bangladesh
| | - Sazal Kumar
- School of Environmental and Life Sciences, The University of Newcastle (UoN), Callaghan, NSW, 2308, Australia
| | - Md Saikoth Jahan
- Department of Geography and Environment, Islamic University, Kushtia, 7003, Bangladesh
| | - Muhammad Shafiqur Rahman
- Materials and Chemical Processing Laboratory, The University of Adelaide, Adelaide, SA, 5000, Australia
| | - Md Assraf Seddiky
- Department of Public Administration, Shahjalal University of Science & Technology, Sylhet, 3114, Bangladesh
| | - Anti Sorker
- Department of Agricultural Economics, Faculty of Agribusiness Management, Sher-E-Bangla Agricultural University, Sher-E-Bangla Nagar, Dhaka, 1207, Bangladesh
| | - Rafiquel Islam
- School of Environmental and Life Sciences, The University of Newcastle (UoN), Callaghan, NSW, 2308, Australia.
- Department of Applied Chemistry and Chemical Engineering, Islamic University, Kushtia, 7003, Bangladesh.
| |
Collapse
|
2
|
Parvez I, Ahmed S, Tasnim N, Pervin R, Alam MA, Khan MN, Ara Y, Rashid H, Pradit S. Heavy metal contamination in freshwater habitats impairs the growth and reproductive health of wild spotted snakehead Channa punctata (Channidae) in Bangladesh. Heliyon 2025; 11:e42543. [PMID: 40028566 PMCID: PMC11867276 DOI: 10.1016/j.heliyon.2025.e42543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 01/11/2025] [Accepted: 02/06/2025] [Indexed: 03/05/2025] Open
Abstract
Heavy metal bioaccumulation in aquatic organisms of open water aquatic ecosystems was detected globally, including Bangladesh. This study evaluated the hypothesis of whether heavy metal contamination in aquatic habitats impacts fish growth and reproduction using wild Channa punctata as an experimental animal. The growth and reproductive health of a wild freshwater fish, C. punctata, collected from five freshwater habitats, were assayed with heavy metal bioaccumulation. Atomic absorption spectrometry detected the bioaccumulation of cadmium (Cd), chromium (Cr), mercury (Hg), and lead (Pb) in the muscle of C. punctata. Cd, Cr, and Pb concentrations were the highest in the specimen collected from the Turag River and the lowest in the Dharla River. The highest concentration of Hg was found in C. punctata specimens collected from the Karatoya River (0.093 ± 0.004 mg/kg). The length-weight relationship and condition factor of C. punctata indicated a negative allometric growth pattern (b < 3.0) and poor wellness (F < 1.0) in all the stocks except Dharla River. We estimated the size at first sexual maturity (L50), ova diameter, fecundity, and gonadosomatic index (GSI) to assess reproductive health and determined the correlation with heavy metal bioaccumulation. We found that higher bioaccumulation of heavy metal impairs the reproductive health of C. punctata by lowering spawning performance. This study showed that heavy metal bioaccumulation impaired fish's growth and reproductive health, potentially affecting future recruitment and fishery sustainability.
Collapse
Affiliation(s)
- Imran Parvez
- Faculty of Environmental Management, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Sharmin Ahmed
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Nazifa Tasnim
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Rubaiya Pervin
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Md Ashraful Alam
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Md Nasir Khan
- Department of Fisheries Biology and Genetics, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Yeasmin Ara
- Department of Fisheries Management, Hajee Mohammad Danesh Science and Technology University, Dinajpur, 5200, Bangladesh
| | - Harunur Rashid
- Department of Fisheries Management, Bangladesh Agricultural University (BAU), Mymensingh, 2202, Bangladesh
| | - Siriporn Pradit
- Faculty of Environmental Management, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand
- Marine and Coastal Resources Institute, Faculty of Environmental Management, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand
- Coastal Oceanography and Climate Change Research Center, Faculty of Environmental Management, Prince of Songkla University, Hat Yai, 90110, Songkhla, Thailand
| |
Collapse
|
3
|
Roy TK, Nag SK, Antu UB, Hossain SA, Al Bakky A, Anjum MT, Sarker BC, Ullah MR, Farzana F, Mahiddin NA, Biswas A, Singha P, Islam MS, Ismail Z, Idris AM. A Comprehensive Assessment of Health Risks Associated with Heavy Metal Through Ingestion of Two Predominant Fish Species in a Developing Country. Biol Trace Elem Res 2025:10.1007/s12011-025-04540-1. [PMID: 39912998 DOI: 10.1007/s12011-025-04540-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Accepted: 01/26/2025] [Indexed: 02/07/2025]
Abstract
The existence of heavy metal pollutants in fish within aquatic ecosystems presents a threat to human health due to trophic shift. This research sought to identify the concentrations of cadmium (Cd), arsenic (As), copper (Cu), lead (Pb), and chromium (Cr) in two economically significant cultured fish species, pangus (Pangasius hypophthalmus) and catla (Labeo catla), which were sourced from key fish markets in Khulna, Bangladesh. Nevertheless, there has been a scarcity of studies addressing the metal concentrations in these species within this region. To evaluate the levels of trace elements, atomic absorption spectrophotometry (AAS) was employed following the acid digestion of the samples. The concentrations of Cd, As, Cu, Pb, and Cr were observed as 0.372, 0.232, 0.741, 0.758, and 1.356 mg/kg in pangus and 0.395, 0.297, 1.175, 0.616, and 0.959 mg/kg in catla fish, respectively. The concentrations of Pb and Cd exceeded the maximum permissible limits established by the FAO and WHO. Apart from Cu, the estimated daily intakes (EDI) for both seasons and age groups exceeded the recommended daily allowance (RDA), indicating that other trace elements could be detrimental to human health. In contrast, the calculated hazard index (HI) and total hazard quotient (THQ) remained below 1, suggesting that the fish examined would not pose health risks to adults but the HI value for children surpassed the acceptable limit. Moreover, Cd (for adult group) and Cd and Cr (for children group) surpassed the acceptable range for carcinogenic risk (CR), and the total carcinogenic risk (TCR) exceeded the permissible limit for both groups. This study concluded that studied fishes may represent a health risk for consumers, underscoring the necessity for ongoing monitoring of trace elements in other fish species within that catchment area.
Collapse
Affiliation(s)
- Tusar Kanti Roy
- Department of Agricultural Chemistry, Khulna Agricultural University, Khulna, 9100, Bangladesh.
| | - Sudipta Kumar Nag
- Department of Fisheries Biology and Genetics, Patuakhali Science and Technology University, Patuakhali, Bangladesh
| | - Uttam Biswas Antu
- Department of Soil Science, Patuakhali Science and Technology University, Patuakhali, Bangladesh
| | - Sk Arafat Hossain
- Department of Environmental Science and Technology, Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | - Abdullah Al Bakky
- Agricultural Wing, Bangladesh Jute Research Institute, Dhaka, 1207, Bangladesh
| | - Md Tanvir Anjum
- Department of Environmental Science & Disaster Management, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh
| | - Bikash Chandra Sarker
- Department of Agricultural Chemistry (ACH), Faculty of Agriculture, Hajee Mohammad Danesh Science & Technology University, Dinajpur, Bangladesh.
| | - Md Rahamat Ullah
- Bangladesh Fisheries Research Institute, Riverine Sub-Station, Khepupara, Patuakhali, 8650, Bangladesh
| | - Fariha Farzana
- Department of Environmental Science and Technology, Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | - Nor Aida Mahiddin
- East Coast Environmental Research Institute (ESERI), Gong Badak Campus, Universiti Sultan Zainal Abidin, 21300 Kuala Nerus, Terengganu, Malaysia
| | - Ashish Biswas
- Department of Genetics and Plant Breeding, Patuakhali Science and Technology University, Patuakhali, Bangladesh
| | - Pronayan Singha
- Department of Soil Science, Patuakhali Science and Technology University, Patuakhali, Bangladesh
| | - Md Saiful Islam
- Department of Soil Science, Patuakhali Science and Technology University, Patuakhali, Bangladesh.
- East Coast Environmental Research Institute (ESERI), Gong Badak Campus, Universiti Sultan Zainal Abidin, 21300 Kuala Nerus, Terengganu, Malaysia.
| | - Zulhilmi Ismail
- Centre for River and Coastal Engineering (CRCE), Universiti Teknologi Malaysia (UTM), Johor Bahru, 81310, Malaysia.
- Department of Water & Environmental Engineering, Faculty of Civil Engineering, Universiti Teknologi Malaysia (UTM), Johor Bahru, 81310, Malaysia.
| | - Abubakr M Idris
- Department of Chemistry, College of Science, King Khalid University, 62529, Abha, Saudi Arabia.
- Research Center for Advanced Materials Science (RCAMS), King Khalid University, Abha, Saudi Arabia.
| |
Collapse
|
4
|
Ali MM, Anik AH, Islam MS, Islam ARMT, Saha SK, Siddique MAB. Impact of anthropogenic activities and the associated heavy metal pollution in Sundarbans waterways: threats to commercial fish and human health. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:1228. [PMID: 39570482 DOI: 10.1007/s10661-024-13418-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 11/12/2024] [Indexed: 11/22/2024]
Abstract
The exposure of fish to heavy metals is a significant concern for human health and natural ecosystems. Despite being a critical issue, the extent of contamination in tropical fish from developing countries like Bangladesh remains somewhat unexplored. In this study, ten economically vital fish species (Osteogeneiosus militaris, Arius gagora, Harpadon nehereus, Mugil ephalus, Pseudapocryptes elongates, Apocryptes bato, Labeo bata, Tenualosa toil, Notopterus notopterus, and Pampus chinensis) from the Pasur River, Bangladesh, were analyzed by atomic absorption spectrometer for the concentrations of four concerned heavy metals, viz., As, Cr, Cd, and Pb, and the associated human health risks. The mean concentrations (mg/kg) followed the order of As (3.30 ± 1.43) > Pb (2.32 ± 0.73) > Cr (0.63 ± 0.29) > Cd (0.37 ± 0.24). Additionally, the bioaccumulation factor of the metals in the investigated fish species followed a decreasing trend of As (824.75) > Cr (781.25) > Cd (744) > Pb (385.83). While most species fell below the minimum bioaccumulation line, a few exceptions were noted for some species specific to metals. Health risk assessments indicated no significant carcinogenic and non-carcinogenic risks for both children and adults, although children exhibited greater vulnerability to both types of health effects. Multivariate analysis and local perceptions supported the conclusion that heavy metals primarily originated from anthropogenic sources related to development activities adjacent to the riverine areas.
Collapse
Affiliation(s)
- Mir Mohammad Ali
- Department of Aquaculture, Sher-E-Bangla Agricultural University, Dhaka, 1207, Bangladesh.
| | - Amit Hasan Anik
- Department of Environmental Science, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh.
| | - Md Saiful Islam
- Department of Soil Science, Patuakhali Science and Technology University, Patuakhali, 8602, Bangladesh
| | | | - Shantanu Kumar Saha
- School of Humanities and Social Sciences, United International University, Dhaka, 1212, Bangladesh
| | - Md Abu Bakar Siddique
- Institute of National Analytical Research and Service (INARS), Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhanmondi, Dhaka, 1205, Bangladesh
| |
Collapse
|