# A Multimodal Approach to Identify Metallothionein Metal Inducers in Nile Tilapia: Insights From Molecular Docking and Hepatocyte Exposure

**Authors:** Jessica Zablocki da Luz, Tugstênio Lima de Souza, Aliciane de Almeida Roque, Micheli de Marchi, Roberta Pozzan, Camila Confortin, Iracema Opuskevitch, Fernando Cesar Alves da Silva Ferreira, Ciro Alberto de Oliveira Ribeiro, Francisco Filipak Neto

PMC · DOI: 10.1002/jat.4914 · Journal of Applied Toxicology · 2025-09-02

## TL;DR

This study identifies cadmium as the strongest inducer of metallothionein in Nile tilapia, using both computer modeling and lab experiments to assess metal effects on gene expression.

## Contribution

The study combines molecular docking and in vitro validation to rank metal inducers of metallothionein in Nile tilapia, revealing cadmium as the most potent.

## Key findings

- Cadmium (Cd2+) was identified as the strongest inducer of metallothionein in Nile tilapia.
- Molecular docking predicted a potency ranking of Cd2+ > Cu2+ > Mn2+ > Hg2+ > Pb2+.
- Other metals did not induce metallothionein expression under the tested conditions.

## Abstract

Many human activities contribute to the pollution of aquatic ecosystems, primarily through agricultural, industrial, mining, and domestic discharges into water bodies. Fish, being highly sensitive to environmental changes, serve as valuable models for monitoring the health of these ecosystems. Metallothionein (Mt), a biomarker for metal contamination, shows variable expression depending on the metal involved. Transcription of the mt gene is regulated by intracellular metal concentrations and mediated by interactions between metal‐responsive transcription factors (Mtf) and metal response elements (MRE) in the mt promoter. Zinc plays a key role by binding to Mtf, activating it, and enabling interaction with MRE sequences to initiate transcription. In this context, this study aimed to identify the most potent inducers of mt expression in 
Oreochromis niloticus
. Initially, zinc‐binding proteins from 
O. niloticus
 were modeled to assess differential binding scores of various metals using molecular docking, which suggested the potency ranking Cd2+ > Cu2+ > Mn2+ > Hg2+ > Pb2+. These predictions were validated using primary hepatocytes exposed to concentrations 10 times higher than the maximum allowed for effluent discharge under Brazilian law. The expression of both mt mRNA and Mt protein was evaluated in hepatocytes. Both in silico and in vitro results identified cadmium as the most potent inducer of Mt. Other metals did not induce mt expression under the tested conditions. These findings underscore the importance of understanding how Mt expression varies by metal and tissue, as differences in responsiveness can influence the interpretation of Mt levels in teleost fish used for water quality monitoring and environmental toxicology.

Human activities discharge toxic metals into aquatic ecosystems, threatening fish, key indicators of environmental health. Metallothionein (Mt) gene expression, regulated by metal transcription factors (Mtf) and metal regulatory elements (MRE), serves as a biomarker of metal exposure. This study identified potent inducers of Mt in 
Oreochromis niloticus
 using molecular docking and in vitro assays. Cadmium (Cd2+) emerged as the strongest inducer (Cd2+ > Cu2+ > Mn2+ > Hg2+ > Pb2+), with other metals failing to induce Mt expression in primary liver cells.

## Linked entities

- **Genes:** MCAT (malonyl-CoA-acyl carrier protein transacylase) [NCBI Gene 27349]
- **Proteins:** MELTF (melanotransferrin)
- **Chemicals:** Cd2+ (PubChem CID 31193), Cu2+ (PubChem CID 27099), Mn2+ (PubChem CID 27854), Hg2+ (PubChem CID 26623), Pb2+ (PubChem CID 73212), Zinc (PubChem CID 23994)
- **Species:** Oreochromis niloticus (taxon 8128)

## Full-text entities

- **Genes:** Metallothionein [NCBI Gene 100696451]
- **Chemicals:** cadmium (MESH:D002104), metal (MESH:D008670), Cu2+ (-), Zinc (MESH:D015032)
- **Species:** Oreochromis niloticus (Nile tilapia, species) [taxon 8128], Homo sapiens (human, species) [taxon 9606], Actinopterygii (fishes, superclass) [taxon 7898]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12791088/full.md

## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12791088/full.md

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Source: https://tomesphere.com/paper/PMC12791088