Evidence map›Paper›PMID 41369478›Full record

ArticleNanomaterials (Basel, Switzerland)2025

Comparative Gene Expression Analysis of Malignant Mesothelioma and Lung Adenocarcinomas Induced by Multi-Walled Carbon Nanotube-7 and Double-Walled Carbon Nanotubes in Rats: Distinct Molecular Signatures and Canonical Pathways.

Min Gi, Shugo Suzuki, Dina Mourad Saleh, Omnia Hosny Mohamed Ahmed, William T Alexander, Masaki Fujioka, Arpamas Vachiraarunwong, Runjie Guo, Guiyu Qiu, Ikue Noura and 7 more

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Min GiDepartment of Environmental Risk Assessment, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.ORCID 0000-0003-1642-8127
Shugo SuzukiDepartment of Molecular Pathology, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.ORCID 0000-0001-8938-9670
Dina Mourad SalehNanotoxicology Project, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8603, Japan.ORCID 0000-0002-8848-6708
Omnia Hosny Mohamed AhmedNanotoxicology Project, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8603, Japan.ORCID 0000-0001-5241-2195
William T AlexanderNanotoxicology Project, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8603, Japan.
Masaki FujiokaDepartment of Molecular Pathology, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.
Arpamas VachiraarunwongDepartment of Environmental Risk Assessment, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.
Runjie GuoDepartment of Environmental Risk Assessment, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.
Guiyu QiuDepartment of Environmental Risk Assessment, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.
Ikue NouraDepartment of Molecular Pathology, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.
Anna KakehashiDepartment of Molecular Pathology, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.ORCID 0000-0003-1149-1450
Xiao-Li XieDepartment of Toxicology, School of Public Health, Southern Medical University, Guangzhou 510515, China.
Shuji TsuruokaNeura Inc., Tokyo 100-0005, Japan.
Akihiko HiroseChemicals Assessment and Research Center, Chemicals Evaluation and Research Institute, Tokyo 112-0004, Japan.ORCID 0000-0003-1703-4883
Aya Naiki-ItoDepartment of Experimental Pathology and Tumor Biology, Graduate School of Medical Sciences, Nagoya City University, Nagoya 467-8601, Japan.ORCID 0000-0003-0828-2033
Hiroyuki TsudaNanotoxicology Project, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8603, Japan.
Hideki WanibuchiDepartment of Environmental Risk Assessment, Graduate School of Medicine, Osaka Metropolitan University, Osaka 545-8585, Japan.

Funding

Health and Labour Sciences Research Grants from the Ministry of Health, Labour and Welfare of Japan 19KD1001Health and Labour Sciences Research Grants from the Ministry of Health, Labour and Welfare of Japan 25KD2003
6 · The paper itself

Abstract

Although numerous experimental studies have demonstrated the carcinogenic potential of multi-walled carbon nanotubes (MWCNTs) in lungs, the underlying molecular mechanisms-especially gene expression changes associated with different tumor types-remain poorly characterized. To elucidate the molecular signatures associated with MWCNT-induced carcinogenesis, we performed microarray-based gene expression profiling of rat lung tumors induced by MWCNT-7, including both adenocarcinoma (ADC) and malignant mesothelioma (MM), as well as ADCs induced by two types of double-walled CNTs (DWCNTs) differing in fiber length (1.5 µm and 7 µm). Hierarchical clustering revealed that the MWCNT-7-induced MM exhibited a gene expression profile distinct from the ADCs. The ADCs induced by the DWCNTs and the ADC induced by MWCNT-7 shared several pathways that were distinct from those of the MWCNT-7 induced MM. The distinct pathways upregulated in the ADCs versus the MM support the conclusion that MWCNT-induced ADCs arise through distinct biological mechanisms compared to MWCNT-induced MMs and identified tumor-type-specific biomarker candidates: complement factor I (CFI) and secreted phosphoprotein 1 (SPP1) for ADCs, and fibronectin 1 (FN1) for MM. In addition, the gene expression profiles of the ADCs induced by the three fiber types indicate that both types of thin flexible DWCNTs used in the present study promoted a number of carcinogenic pathways in the rat lung that were also promoted by MWCNT-7, which is a class 2B carcinogen. These results support the conclusion that DWCNTs are carcinogenic in the rat lung and highlight the importance of further assessments of the potential lung carcinogenicity of inhaled thin flexible CNTs.

Indexed as

1.5 µm DWCNT7 µm DWCNTgene expression profilinglung adenocarcinomamalignant mesotheliomaMWCNT-7

Identifiers

PMID41369478
PMCPMC12693446

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.