Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Mar 27;3(7):701-704.
doi: 10.1021/envhealth.5c00052. eCollection 2025 Jul 18.

Nontargeted Toxicological/Chemical Analysis in Complex Mixtures for Risk Assessment and Key Driver Discovery

Affiliations

Nontargeted Toxicological/Chemical Analysis in Complex Mixtures for Risk Assessment and Key Driver Discovery

Chunzhen Shi et al. Environ Health (Wash). .
No abstract available

PubMed Disclaimer

Figures

1
1
Workflow of NTTA for risk assessment of complex mixtures

References

    1. Moshkov N., Bornholdt M., Benoit S., Smith M., McQuin C., Goodman A., Senft R. A., Han Y., Babadi M., Horvath P., Cimini B. A., Carpenter A. E., Singh S., Caicedo J. C.. Learning representations for image-based profiling of perturbations. Nat. Commun. 2024;15(1):1594. doi: 10.1038/s41467-024-45999-1. - DOI - PMC - PubMed
    1. Wang N., Dong G., Qiao R., Yin X., Lin S.. Bringing Artificial Intelligence (AI) into Environmental Toxicology Studies: A Perspective of AI-Enabled Zebrafish High-Throughput Screening. Environ. Sci. Technol. 2024;58(22):9487–9499. doi: 10.1021/acs.est.4c00480. - DOI - PubMed
    1. Zhang K., Liang J., Brun N. R., Zhao Y., Werdich A. A.. Rapid Zebrafish Behavioral Profiling Assay Accelerates the Identification of Environmental Neurodevelopmental Toxicants. Environ. Sci. Technol. 2021;55(3):1919–1929. doi: 10.1021/acs.est.0c06949. - DOI - PubMed
    1. Liu S., Wang W., Zhao Y., Li L., Zhang W., Ji X., Yang D., Chen Y., Guo X., Deng F.. Indoor Environment and Health Effects: Protocol of an Exploratory Panel Study among Young Adults in China (China IEHE Study) Environ. Health (Wash) 2025;3(1):26–39. doi: 10.1021/envhealth.4c00051. - DOI - PMC - PubMed
    1. Chen Q., Lian X., An J., Geng N., Zhang H., Challis J. K., Luo Y., Liu Y., Su G., Xie Y., Li Y., Liu Z., Shen Y., Giesy J. P., Gong Y.. Life Cycle Exposure to Environmentally Relevant Concentrations of Diphenyl Phosphate (DPhP) Inhibits Growth and Energy Metabolism of Zebrafish in a Sex-Specific Manner. Environ. Sci. Technol. 2021;55(19):13122–13131. doi: 10.1021/acs.est.1c03948. - DOI - PubMed

LinkOut - more resources