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Ooka M, Zhao J, Zhang L, Huang R, Sakamuru S, TeKrony C, Hsieh JH, Collins BJ, Dunnick JK, Dixon D, Xia M. Profiling of Environmental Mixtures Containing Metals for Their Toxicity Pathways and Mechanism of Action. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025; 59:4778-4787. [PMID: 40047063 DOI: 10.1021/acs.est.4c07995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Superfund sites are where soil, air, and water are polluted with hazardous materials. Individuals residing and working in these areas are often exposed to metals and other hazardous materials, leading to many adverse health outcomes, including cancer. While individuals are often exposed to multiple chemicals simultaneously, the combined effect of such exposures remains largely unexplored. Here, we investigated the toxicity of metal mixtures in five categories of in vitro assays measuring cytotoxicity, oxidative stress, genotoxicity, cytokine release, and angiogenesis. After testing these mixtures in primary cells and cell lines, we discovered that the nickel/arsenic/cadmium and beryllium/arsenic/cadmium combinations exhibited higher cytotoxicity than their individual compounds, suggesting that the mixtures amplified the cytotoxic effect. To investigate the mechanism underlying their toxicity, we evaluated metal-induced oxidative stress, as oxidative stress is a common factor in most metal-related toxicities. Our results showed that cadmium-induced oxidative stress was increased in mixtures. Some mixtures that induced oxidative stress further increased DNA damage, inhibited DNA synthesis, and activated p53. In addition, some mixtures significantly increased interleukin-8 secretion and angiogenesis more than their component compounds. Our findings offer important insights into metal-related toxicity at Superfund sites.
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Affiliation(s)
- Masato Ooka
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Jinghua Zhao
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Li Zhang
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Ruili Huang
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Srilatha Sakamuru
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Charlotte TeKrony
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
| | - Jui-Hua Hsieh
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, 111 T.W. Alexander Drive, Durham 27709, North Carolina, United States
| | - Bradley J Collins
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, 111 T.W. Alexander Drive, Durham 27709, North Carolina, United States
| | - June K Dunnick
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, 111 T.W. Alexander Drive, Durham 27709, North Carolina, United States
| | - Darlene Dixon
- Division of Translational Toxicology, National Institute of Environmental Health Sciences, National Institutes of Health, 111 T.W. Alexander Drive, Durham 27709, North Carolina, United States
| | - Menghang Xia
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, 9800 Medical Center Drive, Rockville 20850, Maryland, United States
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Lynch C, Sakamuru S, Ooka M, Huang R, Klumpp-Thomas C, Shinn P, Gerhold D, Rossoshek A, Michael S, Casey W, Santillo MF, Fitzpatrick S, Thomas RS, Simeonov A, Xia M. High-Throughput Screening to Advance In Vitro Toxicology: Accomplishments, Challenges, and Future Directions. Annu Rev Pharmacol Toxicol 2024; 64:191-209. [PMID: 37506331 PMCID: PMC10822017 DOI: 10.1146/annurev-pharmtox-112122-104310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
Traditionally, chemical toxicity is determined by in vivo animal studies, which are low throughput, expensive, and sometimes fail to predict compound toxicity in humans. Due to the increasing number of chemicals in use and the high rate of drug candidate failure due to toxicity, it is imperative to develop in vitro, high-throughput screening methods to determine toxicity. The Tox21 program, a unique research consortium of federal public health agencies, was established to address and identify toxicity concerns in a high-throughput, concentration-responsive manner using a battery of in vitro assays. In this article, we review the advancements in high-throughput robotic screening methodology and informatics processes to enable the generation of toxicological data, and their impact on the field; further, we discuss the future of assessing environmental toxicity utilizing efficient and scalable methods that better represent the corresponding biological and toxicodynamic processes in humans.
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Affiliation(s)
- Caitlin Lynch
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Srilatha Sakamuru
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Masato Ooka
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Ruili Huang
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Carleen Klumpp-Thomas
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Paul Shinn
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - David Gerhold
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Anna Rossoshek
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Sam Michael
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Warren Casey
- Division of the National Toxicology Program, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina, USA
| | - Michael F Santillo
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, Maryland, USA
| | - Suzanne Fitzpatrick
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, Maryland, USA
| | - Russell S Thomas
- Center for Computational Toxicology and Exposure, Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina, USA
| | - Anton Simeonov
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
| | - Menghang Xia
- National Center for Advancing Translational Sciences, National Institutes of Health, Bethesda, Maryland, USA; ,
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