Skip to main content
Log in

Expanded high-throughput screening and chemotype-enrichment analysis of the phase II: e1k ToxCast library for human sodium-iodide symporter (NIS) inhibition

  • In silico
  • Published:
Archives of Toxicology Aims and scope Submit manuscript

Abstract

The sodium-iodide symporter (NIS) mediates the uptake of iodide into the thyroid. Inhibition of NIS function by xenobiotics has been demonstrated to suppress circulating thyroid hormones and perturb related physiological functions. Until recently, few environmental chemicals had been screened for NIS inhibition activity. We previously screened over 1000 chemicals from the ToxCast Phase II (ph1v2 and ph2) libraries using an in vitro radioactive iodide uptake (RAIU) with the hNIS-HEK293T cell line to identify NIS inhibitors. Here, we broaden the chemical space by expanding screening to include the ToxCast e1k library (804 unique chemicals) with initial screening for RAIU at 1 × 10–4 M. Then 209 chemicals demonstrating > 20% RAIU inhibition were further tested in multiple-concentration, parallel RAIU and cell viability assays. This identified 55 chemicals as active, noncytotoxic RAIU inhibitors. Further cytotoxicity-adjusted potency scoring (with NaClO4 having a reference score of 200) revealed five chemicals with moderate to strong RAIU inhibition (scored > 100). These data were combined with our previous PhII screening data to produce binary hit-calls for ~ 1800 unique chemicals (PhII + e1k) with and without cytotoxicity filtering. Results were analyzed with a ToxPrint chemotype-enrichment workflow to identify substructural features significantly enriched in the NIS inhibition hit-call space. We assessed the applicability of enriched PhII chemotypes to prospectively predict NIS inhibition in the e1k dataset. Chemotype enrichments derived for the combined ~ 1800 dataset also identified additional enriched features, as well as chemotypes affiliated with cytotoxicity. These enriched chemotypes provide important new information that can support future data interpretation, structure–activity relationship, chemical use, and regulation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Abbreviations

AOP:

Adverse outcome pathway

3bMAD:

Three times the baseline median absolute deviation

CV:

Coefficient of variation

CPM:

Counts per minute

CT:

Chemotype

CTEW:

Chemotype enrichment workflow

DCNQ:

2,3-Dichloro-1,4-napthoquinone

DMEM:

Dulbecco’s Modified Eagle Medium

DMSO:

Dimethyl sulfoxide

2,4-D:

2,4-Dichlorophenoxyacetic acid

EDSP21:

Endocrine Disruptor Screening Program in the twenty-first century

FDA-GRAS:

U.S. Food & Drug Administration’s Generally Regarded as Safe program

HEK:

Human embryonic kidney

HTS:

High-throughput screening

NIS:

Sodium iodide symporter

PFOS:

Perfluorooctanesulfonic acid

PFOA:

Perfluorooctanoic acid

IRIS:

Integrated Risk Information System

RAIU:

Radioactive iodide uptake

RLU:

Relative light unit

SD:

Standard deviation

T3 :

Triiodothyronine

ToxCast:

Toxicity Forecaster

T4 :

Thyroxine

TH:

Thyroid hormone

TAA:

Toxicity-adjusted area

References

Download references

Acknowledgements

This research was funded by the Office of Research and Development, U.S. EPA, Washington, DC. The authors thank U.S. EPA scientists Jennifer Olker for reviewing the early draft, Christopher Grulke and Antony Williams for computational chemistry expertise and support, and Chihae Yang and colleagues at Molecular Networks-Altamira (MN-AM) for inspirational development of the ToxPrints and Chemotyper used in this study.

Disclaimer

The views expressed in this paper are those of the authors and do not necessarily reflect the views or policies of the U.S. Environmental Protection Agency.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tammy E. Stoker.

Ethics declarations

Conflicts of interest

The authors declare no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Wang, J., Richard, A.M., Murr, A.S. et al. Expanded high-throughput screening and chemotype-enrichment analysis of the phase II: e1k ToxCast library for human sodium-iodide symporter (NIS) inhibition. Arch Toxicol 95, 1723–1737 (2021). https://doi.org/10.1007/s00204-021-03006-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00204-021-03006-2

Keywords

Navigation