Due to their inherent nature, DNA strands can be easily broken by various environmental factors including chemical agents and ionizing radiation. Unrepaired DNA double-stranded breaks (DSBs) may result in genetic instability and have a strong negative impact on the integrity of the genome. It has been found that DSBs are always followed by phosphorylation of histone protein H2AX, a member of the H2A family, and immunocytochemical detection of phosphorylated H2AX (referred to as γ-H2AX) is one of the frequently used techniques for assessing DNA damage. Usually such an assessment is done manually under the microscope which is not practical for analyzing large numbers of cells and prevents researchers from rapid and unbiased testing of novel drug compounds. To solve this problem we attempted to do automated assessment of DSBs by using a High-Content Screening (HCS) platform. As a result of this effort, we developed an easy to run HCS protocol for accurate analysis of DSBs in HeLa cells treated with camptothecin as a model. By varying the time of camptothecin treatment and its concentration we were able to study the dynamics of DSBs and perform a statistical analysis.Results of our study indicate that DSBs can be investigated using a HCS platform that enable the analysis of large numbers of experimental data points in a fast and a highly accurate manner. The protocol presented in this chapter can be easily adapted for screening libraries containing substantial numbers of chemical compounds for their efficiency to induce or/and repair DNA breaks.
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http://dx.doi.org/10.1007/978-1-4939-6759-9_20 | DOI Listing |
Adv Sci (Weinh)
January 2025
CNRS, Univ. Bordeaux, CRPP, UMR 5031, Pessac, F-33600, France.
Three-dimensional multicellular aggregates (MCAs) like organoids and spheroids have become essential tools to study the biological mechanisms involved in the progression of diseases. In cancer research, they are now widely used as in vitro models for drug testing. However, their analysis still relies on tedious manual procedures, which hinders their routine use in large-scale biological assays.
View Article and Find Full Text PDFNat Commun
January 2025
Department of Computational Health, Institute of Computational Biology, Helmholtz Zentrum München, Munich, Germany.
Advancements in high-throughput screenings enable the exploration of rich phenotypic readouts through high-content microscopy, expediting the development of phenotype-based drug discovery. However, analyzing large and complex high-content imaging screenings remains challenging due to incomplete sampling of perturbations and the presence of technical variations between experiments. To tackle these shortcomings, we present IMage Perturbation Autoencoder (IMPA), a generative style-transfer model predicting morphological changes of perturbations across genetic and chemical interventions.
View Article and Find Full Text PDFSLAS Discov
January 2025
Denali Therapeutics Inc., South San Francisco, CA 94080 USA.
Mitochondria undergo dynamic morphological changes depending on cellular cues, stress, genetic factors, or disease. The structural complexity and disease-relevance of mitochondria have stimulated efforts to generate image analysis tools for describing mitochondrial morphology for therapeutic development. Using high-content analysis, we measured multiple morphological parameters and employed unbiased feature clustering to identify the most robust pair of texture metrics that described mitochondrial state.
View Article and Find Full Text PDFFood Chem Toxicol
January 2025
RECETOX, Faculty of Science, Masaryk University, Kotlářská 2, 61137 Brno, Czech Republic. Electronic address:
Endocrine-disrupting compounds (EDCs) may contribute to the rising incidence of metabolic dysfunction-associated steatotic liver disease (MASLD). We investigated the potential of 10 environmentally relevant EDCs to affect key events of hepatic steatosis in HepG2 human hepatoma cells. Increased lipid droplet formation, a key marker of steatosis, was induced by PFOA, bisphenol F, DDE, butylparaben, and DEHP, within the non-cytotoxic concentration range of 1 nM-25 μM.
View Article and Find Full Text PDFPharm Res
January 2025
Department of Visceral, Transplant, Thoracic and Vascular Surgery, University of Leipzig Medical Center, 04103, Leipzig, Germany.
Introduction: In vitro screening of macrophages for drug-induced effects, such as phospholipidosis, is useful for detecting potentially problematic compounds in the preclinical development of oral inhaled products. High-content image analysis (HCIA) is a multi-parameter approach for cytotoxicity screening. This study provides new insights into HCIA-derived response patterns of murine J774A.
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