ArticleThe journal of histochemistry and cytochemistry : official journal of the Histochemistry Society2013
Quantitative histological assessment of xenobiotic-induced liver enzyme induction and pituitary-thyroid axis stimulation in rats using whole-slide automated image analysis.
Article in The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 22 citations in OpenAlex.
- Immunomodulatory effects of chronic trichinellosis onPathogens and global health · 2023Article
- Machine Learning for the Detection and Segmentation of Benign Tumors of the Central Nervous System: A Systematic Review.Cancers · 2022Review
- Whole Slide Imaging and Its Applications to Histopathological Studies of Liver Disorders.Frontiers in medicine · 2019Review
- Study of liver in HBV-related hepatocellular carcinoma: Stereology shows quantitative differences in liver structure.European journal of histochemistry : EJH · 2018Article
- Quantitative analysis of histopathological findings using image processing software.Journal of toxicologic pathology · 2017Article
- Stereological analysis of size and density of hepatocytes in the porcine liver.Journal of anatomy · 2017Article
- Elastin Fiber Accumulation in Liver Correlates with the Development of Hepatocellular Carcinoma.PloS one · 2016Article
- Development of a computational high-throughput tool for the quantitative examination of dose-dependent histological features.Toxicologic pathology · 2015Article
- Histological quantitation of brain injury using whole slide imaging: a pilot validation study in mice.PloS one · 2014Article
- Image cytometry protocols.The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society · 2013Article
- Authors' response to letter to the editor on "image cytometry protocols".The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society · 2013Article
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6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Preclinical evaluation of a new compound, RO2910, identified a hypertrophic response in liver, thyroid gland, and pituitary gland (pars distalis). We aimed to develop and validate automated image analysis methods to quantify and refine the interpretation of semi-quantitative histology. Wistar-Han rats were administered RO2910 for 14 days. Liver, thyroid, and pituitary gland tissues were processed for routine histology and immunolabeled with anti-thyroid stimulating hormone (TSH) antibody (pituitary) and anti-topoisomerase II antibody (thyroid). Glass slides were scanned, image analysis methods were developed and applied to whole-slide images, and numerical results were compared with histopathology, circulating hormone levels, and liver enzyme mRNA expression for validation. Quantitative analysis of slides had strong individual correlation with semi-quantitative histological evaluation of all tissues studied. Hepatocellular hypertrophy quantification also correlated strongly with liver enzyme mRNA expression. In the pars distalis, measurement of TSH weak-staining areas correlated with both hypertrophy scores and circulating TSH levels. Whole-slide image analysis enabled automated quantification of semi-quantitative histopathology findings and a more refined interpretation of these data. The analysis also enabled a direct correlation with non-histological parameters using straightforward statistical analysis to provide a more refined dose- and sex-response relationship and integration among affected parameters. These findings demonstrate the utility of our image analysis to support preclinical safety evaluations.
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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 OpenQuestion graph.