Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis最新文献

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Health implications of chronic fluoride exposure in children and young adults: a systematic review. 儿童和青年慢性氟化物暴露对健康的影响:一项系统综述。
IF 5 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2026-01-01 Epub Date: 2026-07-08 DOI: 10.1080/26896583.2026.2697147
Daniel N Obot, Godswill J Udom, Omoirri M Aziakpono, Oluchi F Obilor, Nkechi J Onyeukwu, Ayodeji Aturamu, Richard D Agbana, Joseph G Omole, Ayobami J Olusola, Idara A Okon, Nita-Wills G Udom, Orish E Orisakwe
{"title":"Health implications of chronic fluoride exposure in children and young adults: a systematic review.","authors":"Daniel N Obot, Godswill J Udom, Omoirri M Aziakpono, Oluchi F Obilor, Nkechi J Onyeukwu, Ayodeji Aturamu, Richard D Agbana, Joseph G Omole, Ayobami J Olusola, Idara A Okon, Nita-Wills G Udom, Orish E Orisakwe","doi":"10.1080/26896583.2026.2697147","DOIUrl":"10.1080/26896583.2026.2697147","url":null,"abstract":"<p><p>Fluoride is widely recognized for its caries-preventive benefits; however, chronic exposure, particularly in children and young adults, raises significant public health concerns. The study assessed the health implications of prolonged fluoride exposure in individuals aged 0-30 years. A systematic search was conducted across major databases (PubMed, Scopus, Web of Science) following the PRISMA guidelines and CASP tools for quality assessment. Of the 1,020 articles, 34 studies were selected. Findings showed that while low fluoride concentrations (0.1-1.5 mg/L) effectively prevent dental caries, prolonged high-dose exposure is associated with adverse outcomes. Reported associations included dental fluorosis, reproductive disturbances, cognitive and neurodevelopmental impairments; mechanistic studies provided biological plausibility for several proposed toxicity pathways. Studies linked elevated levels with reduced IQ in children, raising concerns about long-term developmental health. Although impacts on bone and endocrine systems were inconsistent/inconclusive across different populations, potential systemic toxicity is not negligible. Chronic fluoride exposure is of human pathological importance. It highlights the importance of region-specific risk assessment, particularly in areas with fluoridated water or high fluoride levels. Further research, particularly using multi-omics approaches, is critical to uncover molecular mechanisms underlying fluoride toxicity. Balancing dental benefits with systemic risks requires urgent, evidence-based public health policies and exposure control strategies.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"308-332"},"PeriodicalIF":5.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148413705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Environmental determinants of therapeutic drug failure: a systematic review of heavy metal-induced inefficacy. 治疗药物失败的环境决定因素:重金属诱导无效的系统回顾。
IF 2.3 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2026-01-01 Epub Date: 2026-01-06 DOI: 10.1080/26896583.2025.2611653
James O Ibibama, Godswill J Udom, Rehoboth Uwaga, Unique Chukwu, Margaret Azaatse, Chinwe Leonard-Alika, Omunakwe Onu, Samuel Saka, Chiara Frazzoli, Orish Ebere Orisakwe
{"title":"Environmental determinants of therapeutic drug failure: a systematic review of heavy metal-induced inefficacy.","authors":"James O Ibibama, Godswill J Udom, Rehoboth Uwaga, Unique Chukwu, Margaret Azaatse, Chinwe Leonard-Alika, Omunakwe Onu, Samuel Saka, Chiara Frazzoli, Orish Ebere Orisakwe","doi":"10.1080/26896583.2025.2611653","DOIUrl":"10.1080/26896583.2025.2611653","url":null,"abstract":"<p><p>Therapeutic drug failure poses a significant global health burden, particularly in developing regions with high environmental toxicant exposure. While traditionally attributed to factors such as substandard drugs, genetic polymorphisms, and non-compliance, emerging evidence implicates heavy metals as under-recognized modulators of drug efficacy. This systematic review assessed how heavy metals potentially interfere with the pharmacokinetics and pharmacodynamics of drugs. Following PRISMA guidelines, peer-reviewed articles published between 1999 and 2024 were retrieved from PubMed, ScienceDirect, Web of Science, Scopus and Google Scholar. Studies investigating <i>in vivo, in vitro</i> or clinical evidence of heavy metal interference with therapeutic drug action were eligible. Out of 139 studies identified, 20 studies met the inclusion criteria. Cadmium, lead and mercury were the most implicated metals. Approximately 60% of studies demonstrated that oxidative stress could induce loss of therapeutic drug efficacy, while 40% showed enzyme inhibition (notably CYP3A4 and CYP2C9) or transporter impairment. Experimental models linked these effects to anti-hypertensives, antidiabetics, and drugs used in the management of metabolic disorders. Environmental heavy metal exposures may hinder therapeutic responses through oxidative and metabolic disruption. Integrating environmental exposure assessment into global pharmacovigilance and clinical pharmacology could enhance drug response predictability and treatment success.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"61-83"},"PeriodicalIF":2.3,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145913790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Status of radiation in South African water: a review. 南非水域的辐射状况:综述。
IF 5 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2026-01-01 Epub Date: 2026-02-14 DOI: 10.1080/26896583.2026.2627797
Abiola Olawale Ilori, Naven Chetty
{"title":"Status of radiation in South African water: a review.","authors":"Abiola Olawale Ilori, Naven Chetty","doi":"10.1080/26896583.2026.2627797","DOIUrl":"10.1080/26896583.2026.2627797","url":null,"abstract":"<p><p>South Africa's water resources are increasingly impacted by mining, industrial activity, and natural geology, raising concerns about radionuclide contamination. This review synthesizes peer-reviewed studies assessing radionuclide concentrations, regulatory compliance, and health risks in South African water systems. There has been a report on the increased activity of <sup>2</sup><sup>3</sup><sup>8</sup>U,<sup>2</sup><sup>3</sup><sup>5</sup>U,<sup>2</sup><sup>3</sup><sup>2</sup>Th, <sup>40</sup>K, and <sup>226</sup>Ra; some of them exceed the maximum levels allowed according to the European Union and World Health Organization regulations. The highest concentration recorded was 73.8 Bq/L of <sup>2</sup><sup>3</sup><sup>5</sup>U in Mafikeng, North West Province. The Witwatersrand Basin showed uranium up to 387.7 μg/L near gold mines, while acidic mine void water in the Western Rand Basin contained 0.16 Bq/L of <sup>2</sup><sup>3</sup><sup>8</sup>U, enhancing radionuclide mobility. Although some municipal treatment plants reduced activities to safe levels, untreated or poorly managed sources frequently surpassed guidelines, with gross alpha/beta activities up to 12 times above limits. Health risk assessments indicate heightened lifetime cancer morbidity and mortality, particularly in women. Continuous monitoring, advanced treatment technologies, stricter enforcement of environmental regulations, and provision of safer water sources are urgently required to safeguard public health and ensure sustainable water management in South Africa.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"121-140"},"PeriodicalIF":5.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146195556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A critical review of styrene and styrene-7,8-oxide genotoxicity literature: an update. 苯乙烯和苯乙烯-7,8-氧化物遗传毒性文献综述:更新。
IF 5 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2026-01-01 Epub Date: 2026-02-18 DOI: 10.1080/26896583.2026.2623381
Lynn H Pottenger, Marcy Banton, Wade T Barranco, Edgar Leibold, Satinder S Sarang, B Bhaskar Gollapudi
{"title":"A critical review of styrene and styrene-7,8-oxide genotoxicity literature: an update.","authors":"Lynn H Pottenger, Marcy Banton, Wade T Barranco, Edgar Leibold, Satinder S Sarang, B Bhaskar Gollapudi","doi":"10.1080/26896583.2026.2623381","DOIUrl":"10.1080/26896583.2026.2623381","url":null,"abstract":"<p><p>Recent studies investigating mutagenic/cytogenetic effects of styrene and styrene-7,8-oxide (SO) were reviewed to update published critical evaluations of these data from 2019. Transcriptomics studies relevant to styrene/SO genotoxicity were included from a broader timeframe, as they were not reviewed previously. Data on primary DNA damage endpoints (single strand breaks, comet assay, oxidative adducts) were considered when these were included in the publications reviewed. Several recent investigations in mice and rats addressed a significant data-gap for gene mutations from <i>in vivo</i> models. These Organization for Economic Co-operation and Development (OECD) OECD guideline-compliant investigations revealed no evidence of mutagenicity in multiple tissues of mouse (lung, liver, stomach, duodenum, and bone marrow) or in bone marrow of rat. These data, with negative results for DNA damage and micronuclei from the recent repeat-dose rodent studies, add substantially to the weight-of-evidence conclusion that styrene is not an <i>in vivo</i> mutagen or clastogen/aneugen. Results from recently published epidemiological studies have not provided any additional data supporting a conclusion that styrene exposure at the workplace causes increased frequencies of cytogenetic damage. In conclusion, while styrene (under certain conditions) and SO have the potential to induce mutagenic or cytogenetic effects <i>in vitro</i>, there is no convincing evidence for these effects in experimental animals or humans.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"84-120"},"PeriodicalIF":5.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146222024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hepatotoxicity of usnic acid and underlying mechanisms. 烟酸的肝毒性及其潜在机制
IF 2.3 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2024-06-21 DOI: 10.1080/26896583.2024.2366737
Si Chen, Zhen Ren, Lei Guo
{"title":"Hepatotoxicity of usnic acid and underlying mechanisms.","authors":"Si Chen, Zhen Ren, Lei Guo","doi":"10.1080/26896583.2024.2366737","DOIUrl":"10.1080/26896583.2024.2366737","url":null,"abstract":"<p><p>Since usnic acid was first isolated in 1844 as a prominent secondary lichen metabolite, it has been used for various purposes worldwide. Usnic acid has been claimed to possess numerous therapeutic properties, including antimicrobial, anti-inflammatory, antiviral, anti-proliferative, and antipyretic activities. Approximately two decades ago, crude extracts of usnic acid or pure usnic acid were marketed in the United States as dietary supplements for aiding in weight loss as a \"fat-burner\" and gained popularity in the bodybuilding community; however, hepatotoxicity was documented for some usnic acid containing products. The US Food and Drug Administration (FDA) received numerous reports of liver toxicity associated with the use of dietary supplements containing usnic acid, leading the FDA to issue a warning letter in 2001 on a product, LipoKinetix. The FDA also sent a recommendation letter to the manufacturer of LipoKinetix, resulting in the withdrawal of LipoKinetix from the market. These events triggered investigations into the hepatotoxicity of usnic acid and its mechanisms. In 2008, we published a review article titled \"Usnic Acid and Usnea Barbata Toxicity\". This review is an updated version of our previous review article and incorporates additional data published since 2008. The purpose of this review is to provide a comprehensive summary of the understanding of the liver toxicity associated with usnic acid, with a particular focus on the current understanding of the putative mechanisms of usnic acid-related hepatotoxicity.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"1-22"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12366448/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141433348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing carcinogenic and mutagenic hazards in firefighting: a comprehensive review. 评估消防中的致癌和诱变危害:一项全面的综述。
IF 2.3 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2025-07-17 DOI: 10.1080/26896583.2025.2530275
Radosław Makowski, Wioletta Rogula-Kozłowska, Andrzej Polanczyk
{"title":"Assessing carcinogenic and mutagenic hazards in firefighting: a comprehensive review.","authors":"Radosław Makowski, Wioletta Rogula-Kozłowska, Andrzej Polanczyk","doi":"10.1080/26896583.2025.2530275","DOIUrl":"10.1080/26896583.2025.2530275","url":null,"abstract":"<p><p>This review aims to critically assess the carcinogenic and mutagenic risks associated with firefighting, with a focus on cancer incidence, cancer mortality and other chronic health outcomes. Firefighting is widely recognized as a high-risk occupation due to repeated exposure to hazardous substances, including polycyclic aromatic hydrocarbons (PAHs) and other combustion by-products. An extensive review of empirical studies, meta-analyses, and institutional reports was conducted, considering not only direct fireground exposure but also risks arising from contaminated personal protective equipment (PPE) and indoor air pollution within fire stations. The findings establish a consistent link between firefighting and elevated risks of multiple cancers and chronic diseases. The complexity of modern -firefighting -environments, amplified by evolving materials, under--ventilated fires, and inadequate decontamination practices, further intensifies these risks. The review highlights the urgent need for advanced protective gear, standardized decontamination protocols, routine health surveillance, and policy reforms. It underscores the importance of multidisciplinary collaboration in developing effective strategies to safeguard the health of firefighters, who play a vital role in ensuring public safety.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"411-440"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144661065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advanced deep learning algorithms in oral cancer detection: Techniques and applications. 口腔癌检测中的高级深度学习算法:技术与应用。
IF 1.2 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2025-01-17 DOI: 10.1080/26896583.2024.2445957
Dipali Wankhade, Chitra Dhawale, Mrunal Meshram
{"title":"Advanced deep learning algorithms in oral cancer detection: Techniques and applications.","authors":"Dipali Wankhade, Chitra Dhawale, Mrunal Meshram","doi":"10.1080/26896583.2024.2445957","DOIUrl":"10.1080/26896583.2024.2445957","url":null,"abstract":"<p><p>As the 16<sup>th</sup> most common cancer globally, oral cancer yearly accounts for some 355,000 new cases. This study underlines that an early diagnosis can improve the prognosis and cut down on mortality. It discloses a multifaceted approach to the detection of oral cancer, including clinical examination, biopsies, imaging techniques, and the incorporation of artificial intelligence and deep learning methods. This study is distinctive in that it provides a thorough analysis of the most recent AI-based methods for detecting oral cancer, including deep learning models and machine learning algorithms that use convolutional neural networks. By improving the precision and effectiveness of cancer cell detection, these models eventually make early diagnosis and therapy possible. This study also discusses the importance of techniques in image pre-processing and segmentation in improving image quality and feature extraction, an essential component of accurate diagnosis. These techniques have shown promising results, with classification accuracies reaching up to 97.66% in some models. Integrating the conventional methods with the cutting-edge AI technologies, this study seeks to advance early diagnosis of oral cancer, thus enhancing patient outcomes and cutting down on the burden this disease is imposing on healthcare systems.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"133-158"},"PeriodicalIF":1.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143016123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An integrated computational and graphical approach for evaluating the geochemistry and health risks of nitrate-contaminated water for six age groups. 评估六个年龄组受硝酸盐污染的水的地球化学和健康风险的综合计算和图形方法。
IF 1.2 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2024-12-22 DOI: 10.1080/26896583.2024.2436804
Johnbosco C Egbueri, Johnson C Agbasi, Mohamed ElKashouty, Mohd Yawar Ali Khan, Sani I Abba, Nazia Khan
{"title":"An integrated computational and graphical approach for evaluating the geochemistry and health risks of nitrate-contaminated water for six age groups.","authors":"Johnbosco C Egbueri, Johnson C Agbasi, Mohamed ElKashouty, Mohd Yawar Ali Khan, Sani I Abba, Nazia Khan","doi":"10.1080/26896583.2024.2436804","DOIUrl":"10.1080/26896583.2024.2436804","url":null,"abstract":"<p><p>Nitrate contamination in drinking water poses significant health risks, particularly in rapidly urbanizing areas of developing countries. This study presents an integrated computational and graphical approach to evaluate the geochemistry and health risks of nitrate-contaminated water for six age groups in Southeast, Nigeria. The research employed a detailed methodology combining water nutrient pollution index (WNPI), nitrate pollution index (NPI), water pollution index (WPI), geochemical plotting techniques, stoichiometry, and health risk computations. Water samples from several locations were analyzed for physicochemical parameters and nitrate concentrations. Results revealed predominantly acidic conditions and varying levels of nitrate contamination. Geochemical analysis indicated that silicate weathering and ion exchange processes were the primary influences on water chemistry. The WPI identified 14.29% of samples as \"extremely polluted\" (WPI > 1), while the WNPI classified 7.14% of samples as \"moderately polluted\" (WNPI > 1). However, the NPI categorized the samples as safe, indicating low nitrate inputs from anthropogenic sources. Health risk assessments indicated low-moderate risks, with the highest total hazard index of 0.839 for the 6-12 months age group; thus, higher vulnerability for infants. Oral exposure was found to be the dominant pathway, contributing over 99.90% to the total risk. This research provides crucial insights for achieving the Sustainable Development Goals (SDGs) related to water quality and public health protection. The integrated approach offers a robust framework for water resource management and interventions in risk-prone areas. Future research should focus on expanding the spatial coverage, incorporating sensitivity analyses, and exploring advanced technologies for real-time monitoring and predictive modeling of water quality.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"82-115"},"PeriodicalIF":1.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142878661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unlocking the potential of AI: Machine learning and deep learning models for predicting carcinogenicity of chemicals. 释放人工智能的潜力:预测化学品致癌性的机器学习和深度学习模型。
IF 2.3 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2024-09-03 DOI: 10.1080/26896583.2024.2396731
Wenjing Guo, Jie Liu, Fan Dong, Huixiao Hong
{"title":"Unlocking the potential of AI: Machine learning and deep learning models for predicting carcinogenicity of chemicals.","authors":"Wenjing Guo, Jie Liu, Fan Dong, Huixiao Hong","doi":"10.1080/26896583.2024.2396731","DOIUrl":"10.1080/26896583.2024.2396731","url":null,"abstract":"<p><p>The escalating apprehension surrounding the carcinogenic potential of chemicals emphasizes the imperative need for efficient methods of assessing carcinogenicity. Conventional experimental approaches such as in vitro and in vivo assays, albeit effective, suffer from being costly and time-consuming. In response to this challenge, new alternative methodologies, notably machine learning and deep learning techniques, have attracted attention for their potential in developing carcinogenicity prediction models. This article reviews the progress in predicting carcinogenicity using various machine learning and deep learning algorithms. A comparative analysis on these developed models reveals that support vector machine, random forest, and ensemble learning are commonly preferred for their robustness and effectiveness in predicting chemical carcinogenicity. Conversely, models based on deep learning algorithms, such as feedforward neural network, convolutional neural network, graph convolutional neural network, capsule neural network, and hybrid neural networks, exhibit promising capabilities but are limited by the size of available carcinogenicity datasets. This review provides a comprehensive analysis of current machine learning and deep learning models for carcinogenicity prediction, underscoring the importance of high-quality and large datasets. These observations are anticipated to catalyze future advancements in developing effective and generalizable machine learning and deep learning models for predicting chemical carcinogenicity.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"23-50"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12442503/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142127290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transgenerational effects of bisphenol S exposure on the development of experimental asthma. 双酚S暴露对实验性哮喘发展的跨代影响。
IF 2.3 4区 环境科学与生态学
Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis Pub Date : 2025-01-01 Epub Date: 2025-05-27 DOI: 10.1080/26896583.2025.2507408
Terumi Midoro-Horiuti, Yoko Murakami, Kazuyo Kuzume, Rachel M Toler, Kangling Zhang
{"title":"Transgenerational effects of bisphenol S exposure on the development of experimental asthma.","authors":"Terumi Midoro-Horiuti, Yoko Murakami, Kazuyo Kuzume, Rachel M Toler, Kangling Zhang","doi":"10.1080/26896583.2025.2507408","DOIUrl":"10.1080/26896583.2025.2507408","url":null,"abstract":"<p><p>Early exposure to bisphenol A (BPA) is associated with increased asthma prevalence. To examine the effects of the most widely used BPA substitute, bisphenol S (BPS), on the development of childhood asthma, we conducted the study using the mouse model of early exposure. To simulate the burden from the human chronic exposure, we used a short-term exposure with 10 µg/ml BPS in the drinking water of female BALB/c mice (F0) from one week before pregnancy until the weaning of F1 pups. The pups were sensitized with low doses of ovalbumin (OVA) injection on postnatal day 4 and inhalation of OVA two weeks later. Twenty-four hours after the last inhalation, allergen-specific IgE and IgG1 levels, airway inflammation, and hyperresponsiveness were assessed. Non-OVA-sensitized females were mated with non-exposed male mice for the next generation at eight weeks of age. The resulting pups were sensitized, and the asthma phenotype was examined up to F4. Pups exposed to BPS displayed an asthma phenotype in response to their sensitization. We observed enhanced asthma phenotype in the F1-F4 derived from BPS-exposed F0 females compared to those derived from non-exposed females. Maternal exposure to BPS caused the multigenerational effects on the development of experimental asthma.</p>","PeriodicalId":53200,"journal":{"name":"Journal of Environmental Science and Health Part C-Toxicology and Carcinogenesis","volume":" ","pages":"228-242"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12303729/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144163422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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