# An AOP-Based Integrated In Vitro and In Vivo Assessment of the Non-Genotoxic Carcinogenic Potential of Multi-Walled Carbon Nanotubes

**Authors:** Minju Kim, Heesung Hwang, Sulhwa Song, Keun-Soo Kim, JuHee Lee, Seung Min Oh

PMC · DOI: 10.3390/nano16040273 · 2026-02-20

## TL;DR

This study evaluates how different types of multi-walled carbon nanotubes may cause cancer using a combination of lab and animal tests.

## Contribution

The study introduces an AOP-based integrated testing strategy to assess material-specific carcinogenic potential of MWCNTs.

## Key findings

- Highly aggregated MWCNTs caused stronger oxidative stress and increased tumor formation in vivo.
- Carcinogenic potential of MWCNTs varies by material, not being a uniform class effect.
- Anchorage-independent growth and clonogenicity were enhanced in cells exposed to certain MWCNTs.

## Abstract

Multi-walled carbon nanotubes (MWCNTs) are increasingly incorporated into industrial and consumer products, raising concerns about potential carcinogenicity because their physicochemical properties vary widely among materials. Although Mitsui-7 has been classified as possibly carcinogenic to humans (IARC, Group 2B), the carcinogenic potential of domestically manufactured MWCNTs and the determinants underlying material-specific differences remain insufficiently characterized. Here, we applied an adverse outcome pathway (AOP)-oriented integrated testing strategy (ITS) to compare four domestically manufactured MWCNTs with Mitsui-7 using human bronchial epithelial BEAS-2B cells. Acute responses were assessed by measuring cytotoxicity and intracellular reactive oxygen species (ROS). Exposure concentrations for long-term studies were selected using range-finding assays, and cells were then exposed for four weeks at non-cytotoxic concentrations. Following chronic exposure, transformation-related phenotypes were evaluated using anchorage-independent growth, anchorage-dependent clonogenicity, wound healing migration, and Transwell–Matrigel invasion assays, and tumorigenic potential was examined in xenograft models using colony-derived cells. Highly aggregated MWCNTs elicited stronger oxidative stress and were associated with increased proliferation/clonal expansion, enhanced anchorage-independent colony formation, and increased tumor formation in vivo, whereas other materials showed more limited or endpoint-specific responses. Overall, the results indicate that MWCNT-associated carcinogenic potential is material-dependent rather than a uniform class effect and support the utility of an AOP-aligned ITS for nanosafety assessment and hazard differentiation of carbon-based nanomaterials.

## Linked entities

- **Diseases:** cancer (MONDO:0004992)
- **Species:** Homo sapiens (taxon 9606), Mus musculus (taxon 10090)

## Full-text entities

- **Diseases:** tumorigenic (MESH:D002471), Carcinogenic (MESH:D011230), AOP (MESH:D011248), injury to (MESH:D014947), inflammation (MESH:D007249), metastasis (MESH:D009362), Cytotoxicity (MESH:D064420), pulmonary toxicity (MESH:D008171), Cancer (MESH:D009369), carcinogenesis (MESH:D063646)
- **Chemicals:** Pluronic  F-127 (MESH:D020442), Na (MESH:D012964), metal (MESH:D008670), MWCNT 3 (-), graphene (MESH:D006108), platinum (MESH:D010984), CNFs (MESH:C071110), CV (MESH:D005840), H&amp;E (MESH:D006371), Chlorine (MESH:D002713), agar (MESH:D000362), carbon (MESH:D002244), nitro blue tetrazolium (MESH:D009580), Ni (MESH:D009532), EDTA (MESH:D004492), CNT (MESH:D037742), asbestos (MESH:D001194), N (MESH:D009584), lipids (MESH:D008055), Fe (MESH:D007501), water (MESH:D014867), Giemsa (MESH:D001399), CO2 (MESH:D002245), ethanol (MESH:D000431), ROS (MESH:D017382), HCl (MESH:D006851)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]
- **Cell lines:** S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232), CRL-9609 — Sigmodon hispidus (Hispid cotton rat), Spontaneously immortalized cell line (CVCL_YD58), BALB/c — Mus musculus (Mouse), Spontaneously immortalized cell line (CVCL_0184), BEAS-2B — Homo sapiens (Human), Transformed cell line (CVCL_0168), Mitsui-7 — Cricetulus griseus (Chinese hamster), Spontaneously immortalized cell line (CVCL_H340)

## Figures

13 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12943768/full.md

---
Source: https://tomesphere.com/paper/PMC12943768