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Keywords = cadmium risk assessment

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27 pages, 6882 KB  
Review
Potentially Toxic Elements in Foods Consumed in Uganda: Occurrence, Dietary Exposure, and Public Health Risks
by Gabson Baguma, Gadson Bamanya, Allan Gonzaga, Hannington Twinomuhwezi, Barnabas Mubangizi and Eric Niringiyimana
Pollutants 2026, 6(3), 39; https://doi.org/10.3390/pollutants6030039 - 31 Jul 2026
Abstract
Potentially toxic element (PTE) contamination of food systems has emerged as an important environmental and public health concern in many developing countries, including Uganda, owing to rapid urbanization, industrialization, mining activities, wastewater reuse, informal waste disposal, and expanding urban agriculture. This review synthesizes [...] Read more.
Potentially toxic element (PTE) contamination of food systems has emerged as an important environmental and public health concern in many developing countries, including Uganda, owing to rapid urbanization, industrialization, mining activities, wastewater reuse, informal waste disposal, and expanding urban agriculture. This review synthesizes evidence from peer-reviewed and selected grey literature on the occurrence of cadmium (Cd), chromium (Cr), nickel (Ni), lead (Pb), and arsenic (As) in cereals, vegetables, tubers, livestock products, fish, fruits, and processed foods consumed in Uganda. A structured literature synthesis and screening-level dietary risk assessment using estimated daily intake (EDI), target hazard quotient (THQ), hazard index (HI), carcinogenic risk (CR), and total carcinogenic risk (TCR) were conducted to identify contamination hotspots, priority exposure pathways, and potential public health implications. The available evidence revealed substantial spatial variability, with contamination consistently concentrated in mining-influenced agricultural areas, wastewater-irrigated farms, municipal dumpsites, industrial corridors, and urban food markets. Vegetables, cereals, livestock products, fish, and street-vended foods exhibited the greatest contamination burdens, while Pb and Cd were the PTEs most frequently reported exceeding WHO/FAO, Codex Alimentarius, and Ugandan food safety limits. Screening-level risk estimates indicated that Pb, Cd, and Cr contributed most to cumulative dietary exposure, with children consistently exhibiting higher EDI, THQ, HI, and TCR values than adults because of greater food intake relative to body weight. Although cumulative HI and TCR values exceeded recommended screening thresholds in several hotspot regions, these estimates should be interpreted as conservative screening-level indicators derived from heterogeneous published datasets rather than nationally representative measures of dietary exposure. Overall, the evidence indicates that PTE contamination in Ugandan food systems is predominantly hotspot-driven and highlights the need for targeted surveillance, standardized monitoring and reporting, improved pollution control, and strengthened food safety management to reduce chronic dietary exposure and protect public health. Full article
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19 pages, 10648 KB  
Article
Microplastics Exacerbate Cadmium-Induced Hepatotoxicity via the IRE1α/TXNIP/NLRP3 Axis-Driven Endoplasmic Reticulum Stress and Pyroptosis
by Yuxue Yang, Tong Guo, Haoran Deng, Xiaoyi Li, Fuhao Chen, Liyuan Huang, Shan Chen, Jiarui He, Jiangwei Xiang, Haocheng Huang, Hongchuan Deng, Kun Zhang, Zhijun Zhong, Ziyao Zhou, Guangneng Peng, Dechun Chen, Xu Song and Haifeng Liu
Vet. Sci. 2026, 13(8), 748; https://doi.org/10.3390/vetsci13080748 - 28 Jul 2026
Viewed by 219
Abstract
Background: Microplastics (MPs) and cadmium (Cd) are widespread environmental pollutants posing significant health risks, but their combined hepatotoxic effects and underlying mechanisms remain poorly understood. Methods: Using in vivo and in vitro co-exposure models, we systematically investigated the impact of MPs on [...] Read more.
Background: Microplastics (MPs) and cadmium (Cd) are widespread environmental pollutants posing significant health risks, but their combined hepatotoxic effects and underlying mechanisms remain poorly understood. Methods: Using in vivo and in vitro co-exposure models, we systematically investigated the impact of MPs on Cd-induced hepatotoxicity. The study assessed hepatic injury, oxidative stress, and inflammatory responses through transcriptomic analysis, histopathological examination, immunofluorescence, and quantitative real-time PCR. Pharmacological inhibition of endoplasmic reticulum stress with 4-phenylbutyric acid and selective blockade of IRE1α with MKC3946 were employed to dissect the signaling pathway. Results: Co-exposure to MPs and Cd significantly aggravated Cd-induced hepatic pathological damage, inflammation, and oxidative stress. Transcriptomic profiling revealed marked activation of the endoplasmic reticulum stress pathway and upregulation of pyroptosis-associated genes. Mechanistically, endoplasmic reticulum stress triggered pyroptosis via the IRE1α/TXNIP/NLRP3 signaling axis. Notably, inhibition of endoplasmic reticulum stress with 4-phenylbutyric acid, or selective blockade of IRE1α with MKC3946, effectively attenuated TXNIP/NLRP3 activation and the downstream pyroptotic response. Conclusions: MPs intensify Cd-induced hepatotoxicity by activating the IRE1α/TXNIP/NLRP3 pathway, leading to endoplasmic reticulum stress-driven pyroptosis. These findings provide a mechanistic framework for understanding the combined toxicity of microplastics and heavy metals, with important implications for environmental health risk assessment in animals and humans. Full article
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18 pages, 3213 KB  
Article
Environmental Cadmium Exposure Exacerbates Alzheimer’s-like Pathology in a Gut Microbiota-Involved Manner
by Bao Guo, Junzhuang Chang, Aolu Liu, Minjie Li, Lianghong Guo, Shujun Cheng, Hui Wang and Qian Ba
Toxics 2026, 14(8), 662; https://doi.org/10.3390/toxics14080662 - 27 Jul 2026
Viewed by 248
Abstract
Cadmium (Cd), a ubiquitous environmental toxicant, poses substantial health risks even at low-dose chronic exposures. In this study, we developed a mouse model with chronic low-dose dietary Cd exposure (100 nM CdCl2 in drinking water for eight months) to investigate its impacts [...] Read more.
Cadmium (Cd), a ubiquitous environmental toxicant, poses substantial health risks even at low-dose chronic exposures. In this study, we developed a mouse model with chronic low-dose dietary Cd exposure (100 nM CdCl2 in drinking water for eight months) to investigate its impacts on cognitive and neuropathological alterations. Behavioral assessments demonstrated that Cd-exposed mice exhibited pronounced deficits in spatial learning, memory retention, and working memory compared with control mice. Histopathological analyses of hippocampus uncovered accelerated Alzheimer’s-like neuropathology, marked by elevated β-amyloid plaque immunoreactivity and tau hyperphosphorylation. Concurrently, neuroinflammatory responses were markedly upregulated, shown as astrocytes activation and pro-inflammatory Th17 cell signatures in parenchyma. Brain transcriptomic profiling revealed extracerebral prostaglandin signaling following Cd exposure, a finding consistent with elevated prostaglandins detected in the gut. Crucially, these outcomes were gut microbiota-involved: antibiotic-mediated microbiota depletion attenuated dietary Cd-enhanced cognitive impairments, neuroinflammation, and prostaglandin upregulation, underscoring the critical role of intestinal microbes in mediating Cd neurotoxicity. Furthermore, in vitro co-culture experiments demonstrated that Cd potentiated prostaglandin production in intestinal epithelial cells—an effect amplified by gut bacterial stimuli. This observation suggests a mechanism under which peripheral prostaglandins may contribute to central inflammatory cascades. Together, these findings support a gut-brain mechanism underlying dietary Cd-exacerbated neurodegeneration and highlight gut homeostasis and prostaglandin signaling as promising therapeutic targets for mitigating Cd-associated neurodegenerative disorders. Full article
(This article belongs to the Special Issue Toxicity and Mechanisms of Exposure to Metals and Metalloids)
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17 pages, 1091 KB  
Article
Assessment of Aflatoxins and Heavy Metals in Zingiber officinale (Ginger) Across the Value Chain in Kaduna and Oyo States, Nigeria and the Use of Probiotics for Aflatoxin Detoxification
by Titilayo D. O. Falade, Iyanu Lydia Ibrahim, Kolawole Banwo, Valery Pierre Sinda-Kemdoum and Rousseau Djouaka
Foods 2026, 15(15), 2620; https://doi.org/10.3390/foods15152620 - 27 Jul 2026
Viewed by 267
Abstract
Zingiber officinale (ginger) is a high-value crop with significant nutritional benefits, but it is susceptible to food hazards, including mycotoxins and heavy metals. Fifty-one ginger samples were collected along the value chain in Kaduna State (local government areas: Jaba, Kachia and Zango) and [...] Read more.
Zingiber officinale (ginger) is a high-value crop with significant nutritional benefits, but it is susceptible to food hazards, including mycotoxins and heavy metals. Fifty-one ginger samples were collected along the value chain in Kaduna State (local government areas: Jaba, Kachia and Zango) and 44 samples obtained from markets in Oyo State (local government areas: Ibadan North, Ibadan Northeast, Ibadan Northwest, and Ibadan Southwest). The incidence of aflatoxins (B1, B2, G1, and G2) and heavy metals (mercury, cadmium, lead, copper, zinc, and chromium), as well as risk assessments, were determined. Half (50%) of the samples from Kaduna contained aflatoxins and all (100%) of the samples from Oyo State contained aflatoxins. On average, 18 to 60% of split-dried samples and 17 to 83% of fresh from Kaduna exceeded 10 ng/g total aflatoxin concentration. In Oyo State 67 to 100% of the split-dried samples exceeded 10 ng/g and 100% of both fresh and milled samples exceeded 10 ng/g total aflatoxins. The estimated probable daily intake of mercury (0.572 mg/kg bw/day) exceeded the limit of 0.23 mg/kg bw/day from Kaduna samples, whereas others were within the tolerable limits. Lead, which has no defined tolerable daily intake, was not detected in Kaduna State samples. In Oyo State samples, lead was detectable with an estimated limit of 0.007 mg/kg bw/day; whereas, the others were within the limit. The estimated probable daily intake (PDI) of aflatoxin B1 was estimated at 4.1 μg/kg bw/day and 1.5 μg/kg bw/day from Oyo State and Kaduna State samples, respectively. The provisional maximum tolerable daily intake (TDI) for aflatoxins is 2 μg/kg bw/day. The use of probiotics was explored for the detoxification of aflatoxin-spiked ginger samples (at 50 ng/g). Lactiplantibacillus plantarum ATCC 8014 (LP) and Lactobacillus helveticus ATCC 15009 (LH) reduced aflatoxin concentrations by 50% when used alone or together at the end of a 120 h incubation period. The study highlights the incidence and risk of exposure to multiple toxicants in ginger and the need for management of aflatoxins and heavy metals along the ginger value chain. Full article
(This article belongs to the Section Food Toxicology)
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24 pages, 4067 KB  
Article
Predicting Cadmium and Arsenic Accumulation and Soil-Exposure Health Risks in Agricultural Soils Below the Risk Screening Values: A Refined Flux Balance Model
by Tingting Fan, Feiyang Xia, Da Ding, Xiang Wang, Tao Long, Shaopo Deng and Lingya Kong
Toxics 2026, 14(8), 652; https://doi.org/10.3390/toxics14080652 - 24 Jul 2026
Viewed by 141
Abstract
Less attention has been paid to soils with potentially toxic elements (PTEs) below agricultural land risk screening values, even though they continue to accumulate these elements. In this study, four typical areas in Ningxia were selected to determine the concentrations of cadmium (Cd) [...] Read more.
Less attention has been paid to soils with potentially toxic elements (PTEs) below agricultural land risk screening values, even though they continue to accumulate these elements. In this study, four typical areas in Ningxia were selected to determine the concentrations of cadmium (Cd) and arsenic (As) in 176 samples collected from 130 sampling sites across seven matrices. A refined mass balance model was developed by partitioning irrigation input into suspended-solid and supernatant phases and crop removal into grain and straw components. The model was used to analyze the contributions of various input and output factors and to predict future soil Cd/As concentrations and their related health risks via soil exposure. The input fluxes of Cd and As in the four regions ranged from 1.31 to 3.25 g·ha−1·yr−1 and 71.43 to 146.99 g·ha−1·yr−1, respectively, mainly contributed by irrigation water (40~64%), especially suspended solids in irrigation water, and atmospheric deposition (23~40%). The output fluxes of Cd and As were 0.89~1.43 g·ha−1·yr−1 and 13.81~33.86 g·ha−1·yr−1, respectively, dominated by crop harvesting (36~82%). The differences in input and output fluxes were mainly caused by the regional industrial structure and agricultural planting structure. The predicted results showed that soil Cd and As concentrations in all regions would not exceed regulatory limits after 100 years in the current scenario. A health risk assessment based on soil ingestion, dermal contact, and inhalation showed that the hazard indices for Cd and As were negligible, but their total carcinogenic risk reached notable levels. Over time, Cd-specific carcinogenic risk for children increased in several scenarios and transitioned from negligible to notable risk, with soil ingestion being the dominant exposure pathway. According to the results, targeted mitigation strategies, including the regulation of atmospheric deposition, optimization of irrigation water quality, and adoption of straw off-field practices, show potential to effectively limit the accumulation of potentially toxic elements in agricultural soils. Full article
(This article belongs to the Special Issue Novel Remediation Strategies for Soil Pollution—2nd Edition)
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23 pages, 6198 KB  
Review
Toxic Trace Element Levels in Maternal and Cord Blood Worldwide and Their Impact on Pregnancy: A Narrative Review
by Radomir Aničić, Dejan Mihajlović, Jovana Kocić and Aleksandar Stojsavljević
J. Xenobiot. 2026, 16(4), 132; https://doi.org/10.3390/jox16040132 - 14 Jul 2026
Viewed by 365
Abstract
Background: This up-to-date narrative review examines the associations of low environmental exposure to toxic trace elements—arsenic (As), cadmium (Cd), lead (Pb), and mercury (Hg)—on pregnancy. While high levels are known to be harmful, the impact of low levels has not been fully analyzed. [...] Read more.
Background: This up-to-date narrative review examines the associations of low environmental exposure to toxic trace elements—arsenic (As), cadmium (Cd), lead (Pb), and mercury (Hg)—on pregnancy. While high levels are known to be harmful, the impact of low levels has not been fully analyzed. The aim was to summarize global data on As, Cd, Pb, and Hg levels in maternal and cord blood of healthy pregnant women, compare their distribution, and assess associations with demographic factors, lifestyle, and pregnancy outcomes. Methods: A systematic literature search was conducted in PubMed, Cochrane Library, and Scopus for studies published between 1 January 1990 and 14 May 2025. The review was conducted in accordance with PRISMA 2020 guidelines. A total of 824 records were assessed for eligibility, and 656 were excluded based on predefined criteria. Exclusion criteria encompassed in vivo or in vitro studies, non-English written publications, treatment-based studies, and studies involving occupationally exposed pregnant women. Inclusion criteria included original full-length research papers with cross-sectional, prospective cohort, or case–control designs; studies measuring As, Cd, Pb, and/or Hg in maternal and/or cord blood; and studies examining associations with demographic, lifestyle, and pregnancy outcomes. The review was not registered, and no external funding was received. Given the narrative synthesis approach of the review, a formal risk-of-bias assessment was not undertaken. Results: A total of 168 studies were included: 32 reported findings on As, 55 on Cd, 78 on Pb, and 64 on Hg, with 26 addressing all four elements. No meta-analysis was performed; results were summarized narratively. Results show that As and Cd levels are higher in maternal blood, whereas Pb and Hg, including methylmercury, are higher in cord blood. Key factors include smoking, rural residence, and fish or seafood consumption, linked to higher Cd, Pb, and Hg levels, respectively. Interpretation: Low Pb levels show the strongest associations with adverse pregnancy outcomes, while As shows the weakest. Pb’s effects may relate to passive placental diffusion, unlike other elements. Further studies are needed. Full article
(This article belongs to the Section Ecotoxicology)
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19 pages, 6738 KB  
Article
Seasonal and Spatial Assessment of Heavy Metal Contamination in Groundwater in the Republic of Kosovo
by Florjana Zogaj, Tatjana Blazhevska, Fatbardh Sallaku, Rakesh Ranjan Thakur, Hazir Çadraku, Upaka Rathnayake, Debabrata Nandi, Vesna Knights, Gorica Pavlovska, Pajtim Bytyçi, Osman Fetoshi, Erinda Lika, Valentina Velkovski and Bojan Đurin
Limnol. Rev. 2026, 26(3), 35; https://doi.org/10.3390/limnolrev26030035 - 7 Jul 2026
Viewed by 502
Abstract
Groundwater is vital to subsurface ecosystems and to maintaining water supplies for human and environmental needs. Heavy metal pollution of water bodies poses a significant threat to environmental health and human well-being. In this paper, a detailed spatiotemporal analysis of heavy metal pollution [...] Read more.
Groundwater is vital to subsurface ecosystems and to maintaining water supplies for human and environmental needs. Heavy metal pollution of water bodies poses a significant threat to environmental health and human well-being. In this paper, a detailed spatiotemporal analysis of heavy metal pollution at a network of 35 sampling sites is presented for the summer, autumn, and winter seasons. The water samples were analyzed based on the concentration (μg/L) of eight priority metals, such as Lead (Pb), Mercury (Hg), Cadmium (Cd), Arsenic (As), Chromium VI (Cr-VI), Copper (Cu), Zinc (Zn), as well as Iron (Fe). Measuring contamination levels, identifying space hotspots, and explaining seasonal variations were the key tasks. The results show that Fe, Zn, and Cu concentrations are consistently high across seasons, with mean values ranging from 234.3 to 253.2 µg/L (Fe), 163.2 to 175.6 µg/L (Zn), and 107.0 to 109.2 µg/L (Cu), indicating a widespread geogenic or diffuse source. The most significant seasonal deviation was observed in the fall when there were unusually high levels of Cd and Hg, with mean concentrations reaching 0.476 µg/L and 0.312 µg/L, respectively, suggesting a strong seasonal contamination event or mobilization process. The spatial analysis showed that the locations (e.g., L6, L8, L10, L28, L29) exhibited common hotspots for different metals, with maximum concentrations reaching up to 793.3 µg/L (Fe), 602.3 µg/L (Zn), and 508 µg/L (Cu). Principal Component Analysis (PCA) effectively separated seasonal trends and classified metals into anthropogenic (Pb, Cd, Hg, Cr (VI)) and geogenic/diffuse (Fe, Zn, Cu) groups. The health risk assessment indicated no significant non-carcinogenic risk, although children are more vulnerable, while arsenic levels in winter approached the upper acceptable carcinogenic limit (up to 1.1 × 10−4). Overall, the study highlights the importance of multi-seasonal monitoring by capturing temporally abrupt contamination events and provides a novel integrated framework that combines seasonal analysis, spatial hotspot identification, and multivariate techniques, distinguishing it from conventional single-season or non-integrated studies. Full article
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18 pages, 27813 KB  
Article
Synergism or Antagonism in Toxicity Induced by Co-Exposure to Polyamide Microplastics and Cadmium Is Dose-Dependent in the Submerged Macrophyte Vallisneria natans
by Yuqi Feng, Xuerong Wang, Ruiming Han, Pengcheng Zhou, Jiakang Mu, Qinghui Jiang, Shaoting Chen, Jiasheng Ma, Lilin Zheng, Wei Wei and Mingxi Zhou
Water 2026, 18(13), 1646; https://doi.org/10.3390/w18131646 - 6 Jul 2026
Viewed by 361
Abstract
The contamination of microplastics (MPs) and heavy metals (HMs) in water has caused widespread concern, while their effects on submerged macrophytes have rarely been reported. Experiments were carried out to investigate the toxic effects of polyamide microplastics (PAMPs; 0.1%, 0.3%, and 1.0% w [...] Read more.
The contamination of microplastics (MPs) and heavy metals (HMs) in water has caused widespread concern, while their effects on submerged macrophytes have rarely been reported. Experiments were carried out to investigate the toxic effects of polyamide microplastics (PAMPs; 0.1%, 0.3%, and 1.0% w/w) and cadmium (Cd; 0.3 and 1.0 mg/L), alone or in combination, on the submerged macrophyte Vallisneria natans (V. natans). The results showed that PAMPs significantly reduced Cd accumulation in leaves (decrease of 2.38%~26.12%) but elevated Cd accumulation in roots. Both Cd exposure and high PAMP exposure alone inhibited plant growth. The combined stress showed concentration-dependent effects: the low Cd concentration (0.3 mg/L) and PAMPs synergistically exacerbated toxicity (synergism, MDR > 1.3), as PAMPs disrupted the sediment structure and enhanced the bioavailability of Cd, whereas when V. natans was co-exposed to the high Cd concentration (1.0 mg/L) and PAMPs, the PAMPs blunted the toxicity of Cd by efficiently adsorbing it (antagonism, MDR < 0.7). Both individual and combined exposures decreased chlorophyll a and chlorophyll b synthesis and increased superoxide dismutase (SOD) and peroxidase (POD) activities as well as malondialdehyde (MDA) content in plant tissues. However, exposure to low and medium concentrations of MPs (0.1% and 0.3% w/w) alone had positive effects on plant growth and photosynthesis systems, while combined exposures exacerbated the damaging effects of PAMPs on the antioxidant defense system in V. natans. These results allow for a better understanding of the synergistic effect of co-contamination of microplastics and heavy metals in freshwater ecosystems, and highlight the necessity of ecological risk assessment during phytoremediation using submerged macrophytes. Full article
(This article belongs to the Special Issue Water Pollution Control and Ecological Restoration: 2nd Edition)
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21 pages, 1768 KB  
Article
Integrated Geochemical, Vegetation, and Risk Assessment of a Pb–Zn Slag Reprocessing Site in Southern Kazakhstan: Implications for Sustainable Remediation Prioritization
by Zhaksylyk Pernebayev, Akbota Aitimbetova and Azhar Abubakirova
Sustainability 2026, 18(13), 6742; https://doi.org/10.3390/su18136742 - 2 Jul 2026
Viewed by 388
Abstract
Reprocessing historical lead–zinc (Pb–Zn) slag offers a circular-economy pathway for secondary metal recovery, yet it can remobilize legacy contaminants where containment is inadequate, transferring risk to the surrounding land. Sustainable management of such sites requires frameworks that link contamination assessment to actionable remediation. [...] Read more.
Reprocessing historical lead–zinc (Pb–Zn) slag offers a circular-economy pathway for secondary metal recovery, yet it can remobilize legacy contaminants where containment is inadequate, transferring risk to the surrounding land. Sustainable management of such sites requires frameworks that link contamination assessment to actionable remediation. We integrated ICP-OES geochemistry, native-plant biomonitoring, and US EPA RAGS-based risk modeling at an active Pb–Zn slag reprocessing site in Shymkent, Southern Kazakhstan. Twenty-four soil samples along four cardinal transects, two reference samples, and four composite plant samples (Centaurea pseudosquarrosa + Plantago lanceolata) were analyzed for ten metals by ICP-OES. UCC-referenced indices classified six metals as geoaccumulation Class 6 at most points (enrichment factors up to 90,871, confirming an exclusively anthropogenic origin). Peak concentrations reached 9350 mg·kg−1 Pb, 290 mg·kg−1 Cd, and 10,900 mg·kg−1 As—exceeding Kazakhstan MPC by 72×, 290×, and 5450×. Worst-case carcinogenic risk reached 4.3 × 10−3 (43× above the US EPA threshold), driven almost entirely by arsenic (93%); ecosystem risk (RCRtotal = 223) was dominated by cadmium (43%), arsenic (27%), and mercury (16%)—a disconnect between mass-based and toxicity-based prioritization. On this basis we propose a three-tier remediation framework (engineered containment, phytostabilization, monitored attenuation) that couples resource recovery with contamination control, is transferable to analogous Pb–Zn legacy sites, and supports sustainable land use, urban resilience, and responsible secondary-resource use. Full article
(This article belongs to the Section Pollution Prevention, Mitigation and Sustainability)
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35 pages, 20305 KB  
Review
Multispectral Sensor Fusion and YOLO-Family Benchmarking in PCB Component Detection: Challenges, State of the Art, and Future Directions
by Xinglong Zhou and Sos Agaian
Machines 2026, 14(7), 730; https://doi.org/10.3390/machines14070730 - 28 Jun 2026
Viewed by 285
Abstract
The worldwide spread of semiconductor devices has driven a surge in electronic waste (e-waste), which reached 62 million metric tons in 2022 and is projected to exceed 80 million metric tons by 2030. E-waste contains hazardous substances such as cadmium and mercury, yet [...] Read more.
The worldwide spread of semiconductor devices has driven a surge in electronic waste (e-waste), which reached 62 million metric tons in 2022 and is projected to exceed 80 million metric tons by 2030. E-waste contains hazardous substances such as cadmium and mercury, yet also represents a $57 billion annual opportunity through the recovery of valuable and critical raw materials (CRMs). However, formal recycling rates remain stagnant at 22.3%, largely due to limitations of current automated sorting methods. These systems primarily rely on visible-light (RGB) imaging, which lacks the spectral resolution needed to distinguish chemically similar polymers, complex metal alloys, and composite substrates on printed circuit boards (PCBs). This paper presents a multidisciplinary synthesis of AI-driven detection and classification for e-waste, bridging materials science and computer vision through three interconnected themes. 1. Material and Economic Context: The toxicological risks and economic drivers of semiconductor recycling are characterized, framing fine-grained material identification as essential for a circular economy. 2. Multispectral Sensing & Fusion: Sensing modalities such as near-infrared (NIR), hyperspectral imaging (HSI), and X-ray fluorescence (XRF) are assessed, and sensor fusion strategies, including early, late, and intermediate fusion, are reviewed for high-throughput industrial settings. 3. Deep Learning Benchmarking: 11 publicly available PCB datasets are analyzed, and the YOLO series (YOLOv3–YOLOv12) is compared with leading non-YOLO detectors, including Faster R-CNN, RT-DETR-L, and RetinaNet. The results show that while YOLOv9s achieves a peak mAP@0.5 of 56.5% and YOLOv11s offers an optimal industrial profile (37.2% mAP@0.5:0.95 at 115 ms edge inference), all RGB-based models fail to detect visually ambiguous surface-mount devices (SMDs), with mAP values below 12%. This confirms a performance ceiling for purely visual systems. The review concludes that transitioning from RGB-centric to multispectral fusion architectures is the primary research frontier and proposes a roadmap for standardized multimodal datasets and edge-deployable fusion models to enable next-generation, high-recovery automated recycling. Full article
(This article belongs to the Special Issue Design and Manufacturing for Lightweight Components and Structures)
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30 pages, 3324 KB  
Article
Ecological and Health Risk Assessment of Total Petroleum Hydrocarbons and Metals in Water Samples from Bille Mangrove, Niger Delta, Nigeria
by Onyinyechi G. Opara and Vsevolod V. Pavshintsev
Environments 2026, 13(7), 362; https://doi.org/10.3390/environments13070362 - 24 Jun 2026
Cited by 1 | Viewed by 594
Abstract
Petroleum exploitation in the Niger Delta has caused widespread contamination of mangrove ecosystems, yet studies that integrate total petroleum hydrocarbons (TPH) and metals in mangrove water are still very limited. This study presents the first dual-pollutant baseline assessment of TPH and five priority [...] Read more.
Petroleum exploitation in the Niger Delta has caused widespread contamination of mangrove ecosystems, yet studies that integrate total petroleum hydrocarbons (TPH) and metals in mangrove water are still very limited. This study presents the first dual-pollutant baseline assessment of TPH and five priority metals (Cd, Cr, Pb, Ni, Zn) in Bille mangrove water, a severely oil-impacted system supporting about 50,000 residents. Water samples were collected from six sites along a contamination gradient (flow station, pipeline passage, old bunkering site) and analyzed for TPH (C8–C40) and metals. All concentrations are reported in mg/L for direct comparability with World Health Organization (WHO) drinking-water guidelines and United States Environmental Protection Agency (USEPA) thresholds. TPH concentrations ranged from 0.18 to 57.66 mg/L, with Site 3 (pipeline passage) showing levels about 320-fold higher than reference sites and exceeding the WHO drinking-water guideline (0.05 mg/L) by up to 1153-fold. Cadmium (0.040–0.350 mg/L) and nickel (0.055–0.561 mg/L) exceeded WHO drinking-water guidelines (Cd 0.003 mg/L; Ni 0.07 mg/L) by 13–117- and up to 8-fold, respectively. Health risk assessment, using USEPA Risk Assessment Guidance for Superfund (RAGS) protocols, revealed a total cancer risk of 4.15 × 10−3 at Site 3, 41-fold above the USEPA acceptable threshold of 1 × 10−4, and extreme non-carcinogenic risk (Hazard Index = 20.03–25.51) at petroleum-infrastructure sites; cadmium contributed 86–88% of both carcinogenic and non-carcinogenic effects. Ecological risk indices classified Site 3 as extreme (Potential Ecological Risk Index = 722, against the Håkanson PERI = 600 “very-high-risk” threshold), mainly driven by cadmium (Er = 310–350) and nickel (Er = 140–150). Source apportionment using the Carbon Preference Index, enrichment factors, and strong TPH–metal correlations (r > 0.88, p < 0.01) clearly identified petroleum operations as the dominant contamination source. This work demonstrates the critical importance of integrated multi-pollutant assessments in petroleum-degraded mangrove water for guiding environmental protection and public-health interventions. Full article
(This article belongs to the Special Issue Toxic and Potentially Toxic Metals and Their Health Risks)
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27 pages, 1900 KB  
Article
Bioaccumulation and Human Health Risk Assessment of Potentially Toxic Elements in Commercial Fish Species (Oreochromis niloticus, Clarias gariepinus, Mugil cephalus) from Slaughterhouse Wastewater-Impacted Rivers in Nigeria
by Onyedikachi Uchechi Bliss, Edene Osemudiamen Anao, Paul Promise Chibuike, Ugorji Chizoba Agatha, Peter Chinedu Agu and Emmanuel Anuoluwapo Oke
Int. J. Environ. Res. Public Health 2026, 23(7), 827; https://doi.org/10.3390/ijerph23070827 - 23 Jun 2026
Viewed by 476
Abstract
Slaughterhouse wastewater introduces potentially toxic elements into aquatic ecosystems, yet bioaccumulation patterns in commercial fish species and associated human health risks remain underexplored in West Africa. This study quantified zinc (Zn), lead (Pb), iron (Fe), magnesium (Mg), chromium (Cr), and cadmium (Cd) in [...] Read more.
Slaughterhouse wastewater introduces potentially toxic elements into aquatic ecosystems, yet bioaccumulation patterns in commercial fish species and associated human health risks remain underexplored in West Africa. This study quantified zinc (Zn), lead (Pb), iron (Fe), magnesium (Mg), chromium (Cr), and cadmium (Cd) in three ecologically distinct fish species—Oreochromis niloticus (Nile tilapia), Clarias gariepinus (African sharptooth catfish), and Mugil cephalus (Flathead grey mullet)—from two slaughterhouse-impacted rivers (Transamadi and Mgbuosimini) and a control site (Iwofe) in Rivers State, Nigeria. Metal concentrations were measured using atomic absorption spectrophotometry. Two-way ANOVA assessed species and location effects. Principal component analysis (PCA) was performed, with Mg used as a potential geogenic tracer, as its loading pattern was independent of Pb and Cd and consistent with the natural background. A Water Quality Index (WQI) classified Mgboshimini and Iwofe as having poor water quality (WQI > 75), while Transamadi had medium quality. Health risks were evaluated using estimated daily intake (EDI), target hazard quotients (THQ), and hazard indices (HI) following USEPA guidelines. Metal levels varied significantly by species and location (p < 0.001). Flathead grey mullet from Mgbuosimini had the highest Pb (1.50 ± 0.05 mg/kg) and Cd (0.41 ± 0.02 mg/kg), exceeding EU maximum levels for fish muscle (Pb 0.30 mg/kg, Cd 0.05 mg/kg) by 500% and 800%, respectively. PCA explained 77.5% of the variance, with Pb and Cd clustering as anthropogenic sources, while Mg loaded independently. THQ for Pb approached unity in Flathead grey mullet (0.88), and THQ for Cd reached 0.97. HI exceeded 1.0 in all species from Mgbuosimini, peaking at 2.07 in Flathead grey mullet. Uncertainty analysis (using ±SD) gave a HI range of 1.89–2.25 for this species, all above the safety threshold. Carcinogenic risk for Flathead grey mullet (3.97 × 10−4) approached the upper acceptable limit. Slaughterhouse effluent appears to elevate Pb and Cd burdens in fish, with detritivorous Flathead grey mullet posing the highest health risk. Exceedance of safety thresholds and HI > 1.0 indicate potential non-carcinogenic and carcinogenic risks. We recommend improved wastewater treatment and species-specific consumption advisories. Full article
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15 pages, 3555 KB  
Article
Engineering the Surface Chemistry of Quantum Dots for Selective and Affordable Heavy Metal Sensing in Water
by Nayeli Colón-Dávila and Sonia J. Bailón-Ruiz
Nanomanufacturing 2026, 6(3), 14; https://doi.org/10.3390/nanomanufacturing6030014 - 23 Jun 2026
Viewed by 374
Abstract
Rapid detection of heavy metals is vital for monitoring surface water contamination and preventing environmental and health risks. Traditional detection methods for metals such as lead and copper often require sophisticated, costly instrumentation, limiting their use in routine analyses. To address this challenge, [...] Read more.
Rapid detection of heavy metals is vital for monitoring surface water contamination and preventing environmental and health risks. Traditional detection methods for metals such as lead and copper often require sophisticated, costly instrumentation, limiting their use in routine analyses. To address this challenge, we developed a cost-effective fluorescence-based approach using semiconductor quantum dots (QDs) as nanosensors for metal ion detection. The QDs were synthesized directly in aqueous medium through a reflux-assisted process employing cadmium precursors, selenium, thioglycolic acid (TGA), and branched polyethyleneimine (PEI, Mw ~25,000) as stabilizing agents. Structural analysis revealed nanoparticles with diameters below 5 nm, spherical morphology, and a zinc blende (face-centered cubic) crystalline structure. Optical characterization by UV–Vis, photoluminescence (PL), and FTIR spectroscopy confirmed effective surface functionalization and strong quantum confinement. PEI-capped QDs exhibited enhanced colloidal stability and showed pronounced fluorescence quenching in the presence of Pb2+ ions, indicating high sensitivity and selectivity toward lead. Both TGA- and PEI-capped QDs also demonstrated moderate responses to Co2+ but negligible interaction with Sn2+, confirming ion-specific detection. Overall, this study demonstrates that surface-engineered QDs constitute a simple, accessible platform for selective detection of toxic metals, with promising applications in environmental monitoring and water quality assessment. Full article
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2 pages, 157 KB  
Abstract
Biomonitoring Environmental Contaminants in Aquatic Ecosystems: A One Health Perspective
by Cláudia A. Rocha, Tânia Martins, Patrícia Carneiro, Luís M. Félix, Sandra M. Monteiro and Carlos Venâncio
Proceedings 2026, 146(1), 43; https://doi.org/10.3390/proceedings2026146043 - 17 Jun 2026
Viewed by 197
Abstract
Introduction: Aquatic ecosystems are major reservoirs for both legacy and emerging contaminants, facilitating their distribution throughout the environment and bioaccumulation across different trophic levels. As such, wildlife acts as a valuable tool for biomonitoring these contaminants and serves as a key indicator of [...] Read more.
Introduction: Aquatic ecosystems are major reservoirs for both legacy and emerging contaminants, facilitating their distribution throughout the environment and bioaccumulation across different trophic levels. As such, wildlife acts as a valuable tool for biomonitoring these contaminants and serves as a key indicator of environmental pollution within the One Health framework. Despite this, knowledge regarding the application of this framework alongside the assessment of aquatic contaminants using wildlife species remains fragmented. Objective: This study aims to synthesize current evidence on aquatic contaminants using wildlife as sentinels of environmental pollution and to explore how the One Health concept is applied in this field. Methodology: A systematic database search was conducted in SCOPUS, and the retrieved studies were screened according to predefined inclusion and exclusion criteria, as well as their relevance to the One Health concept. Results: Despite its timely relevance, only fourteen studies have adopted the One Health approach to assess contaminants in aquatic species. The selected studies focused mainly on plastic particles (53.33%), such as macro- and microplastics; heavy metals (26.67%), such as mercury (Hg), cadmium (Cd), Nickel (Ni), lead (Pb), and selenium (Se); persistent organic pollutants (13.33%), such as polychlorinated biphenyls (PCBs), polybrominated diphenyl ethers (PBDEs), per- and polyfluoroalkyl substances (PFAS), and dioxin/furans; and metalloid (6.67%) arsenic (As). These contaminants were evaluated across four different taxonomic groups: fishes (61.54%), waterbirds (23.08%), mollusks (7.69%) and crustaceans (7.69%). Most studies were conducted in Portugal (37.5%) and the United States of America (18.75%), whereas other countries, including Canada, Australia, Ecuador, Mexico, Indonesia, and Turkey, were mentioned in only one study each (6.25%). Conclusions: Monitoring levels of contaminants in wildlife is essential not only to understand the dynamics of environmental pollution, but also to preserve the integrity of ecosystems while safeguarding animal and human health. However, the limited number of studies adopting a One Health perspective results in an incomplete representation of contaminant classes and affected taxa. These findings highlight the urgent need to expand wildlife-based monitoring strategies within a One Health framework, aiming to improve environmental risk assessment and deepen our understanding of the impacts of pollution across ecosystems, animals and humans. Full article
(This article belongs to the Proceedings of The XI Iberian Congress of Ichthyology)
12 pages, 5783 KB  
Article
Effects of Microplastics and Cadmium on the Leptinotarsa decemlineata (Coleoptera: Chrysomelidae): An Evaluation Using a Two-Sex Life Table
by Boling Liu, Yunhui Liu, Yi Zhang, Bingyu He, Yulin Gao and Chao Li
Insects 2026, 17(6), 638; https://doi.org/10.3390/insects17060638 - 17 Jun 2026
Viewed by 594
Abstract
This study utilized the age-stage, two-sex life table method to evaluate the toxic effects of polyethylene microplastics (PE, 300 mg/kg) and cadmium (Cd, 30 mg/kg), both individually and combined, on Leptinotarsa decemlineata. Compared to controls, all treatments significantly prolonged larval development and [...] Read more.
This study utilized the age-stage, two-sex life table method to evaluate the toxic effects of polyethylene microplastics (PE, 300 mg/kg) and cadmium (Cd, 30 mg/kg), both individually and combined, on Leptinotarsa decemlineata. Compared to controls, all treatments significantly prolonged larval development and reduced survival, lifespan, and fecundity. The combined exposure (PE + Cd) exerted the strongest inhibition: the total pre-adult developmental duration (TPOP) increased by 18.8% (38.00 days), while the intrinsic growth rate (r) dropped by 59.0% to 0.0273 d−1. Additionally, the net reproduction rate (R0) and fecundity fell to their lowest levels (5.08 and 19.06, respectively), significantly lower than in single-treatment groups. Age-stage life expectancy analysis confirmed severe survival pressure in the combined group, evidenced by a 30% reduction in first-instar survival and a 14-day shortened adult lifespan. These findings demonstrate the synergistic toxicity of PE and Cd co-contamination, providing critical data for ecological risk assessment in the “soil–plant–herbivore” system and integrated pest management strategies. Full article
(This article belongs to the Section Insect Pest and Vector Management)
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