In vivo murine hepatic microRNA and mRNA expression signatures predicting the (non-) genotoxic carcinogenic potential of chemicals

JPM Melis, KWJ Derks, TE Pronk, P Wackers… - Archives of …, 2014 - Springer
There is a high need to improve the assessment of, especially non-genotoxic, carcinogenic
features of chemicals. We therefore explored a toxicogenomics-based approach using …

Exploiting microRNA and mRNA profiles generated in vitro from carcinogen-exposed primary mouse hepatocytes for predicting in vivo genotoxicity and …

L Rieswijk, KJJ Brauers, MLJ Coonen… - …, 2016 - academic.oup.com
The well-defined battery of in vitro systems applied within chemical cancer risk assessment
is often characterised by a high false-positive rate, thus repeatedly failing to correctly predict …

Cross-platform toxicogenomics for the prediction of non-genotoxic hepatocarcinogenesis in rat

M Römer, J Eichner, U Metzger, MF Templin… - PloS one, 2014 - journals.plos.org
In the area of omics profiling in toxicology, ie toxicogenomics, characteristic molecular
profiles have previously been incorporated into prediction models for early assessment of a …

Development and evaluation of a genomic signature for the prediction and mechanistic assessment of nongenotoxic hepatocarcinogens in the rat

MR Fielden, A Adai, RT Dunn, A Olaharski… - Toxicological …, 2011 - academic.oup.com
Evaluating the risk of chemical carcinogenesis has long been a challenge owing to the
protracted nature of the pathology and the limited translatability of animal models. Although …

Prediction of carcinogenic potential by a toxicogenomic approach using rat hepatoma cells

K Tsujimura, M Asamoto, S Suzuki… - Cancer …, 2006 - Wiley Online Library
The long‐term rodent bioassay is the standard method to predict the carcinogenic hazard of
chemicals for humans. However, this assay is costly, and the results take at least two years …

A toxicogenomic approach for the prediction of murine hepatocarcinogenesis using ensemble feature selection

J Eichner, N Kossler, C Wrzodek, A Kalkuhl… - PLoS …, 2013 - journals.plos.org
The current strategy for identifying the carcinogenicity of drugs involves the 2-year bioassay
in male and female rats and mice. As this assay is cost-intensive and time-consuming there …

Prediction of non-genotoxic carcinogenicity based on genetic profiles of short term exposure assays

LO Pérez, R González-José, PP García - Toxicological research, 2016 - Springer
Non-genotoxic carcinogens are substances that induce tumorigenesis by non-mutagenic
mechanisms and long term rodent bioassays are required to identify them. Recent studies …

Identification of specific mRNA signatures as fingerprints for carcinogenesis in mice induced by genotoxic and nongenotoxic hepatocarcinogens

N Kossler, KA Matheis, N Ostenfeldt… - Toxicological …, 2015 - academic.oup.com
Long-term rodent carcinogenicity studies for evaluation of chemicals and pharmaceuticals
concerning their carcinogenic potential to humans are currently receiving critical revision …

Evaluation of toxicogenomics approaches for assessing the risk of nongenotoxic carcinogenicity in rat liver

J Eichner, C Wrzodek, M Römer… - PloS one, 2014 - journals.plos.org
The current gold-standard method for cancer safety assessment of drugs is a rodent two-
year bioassay, which is associated with significant costs and requires testing a high number …

Predictive toxicogenomics approaches reveal underlying molecular mechanisms of nongenotoxic carcinogenicity

AY Nie, M McMillian, J Brandon Parker… - … in cooperation with …, 2006 - Wiley Online Library
Toxicogenomics technology defines toxicity gene expression signatures for early predictions
and hypotheses generation for mechanistic studies, which are important approaches for …