The future of toxicity testing: a focus on in vitro methods using a quantitative high-throughput screening platform

Abstract Introduction High-throughput screening (HTS) is emerging as an approach to support decision-making in chemical safety assessments. In parallel, in vitro metabolomics is a promising approach that can help accelerate the transition from animal models to high-throughput cell-based models in toxicity testing. Objective In this study we establish and evaluate a high-throughput metabolomics workflow that is compatible with a 96-well HTS platform employing 50,000 hepatocytes of HepaRG per well. Methods Low biomass cell samples were extracted for metabolomics analyses using a newly established semi-automated protocol, and the intracellular metabolites were analysed using a high-resolution spectral-stitching nanoelectrospray direct infusion mass spectrometry (nESI-DIMS) method that was modified for low sample biomass. Results The method was assessed with respect to sensitivity and repeatability of the entire workflow from cell culturing and sampling to measurement of the metabolic phenotype, demonstrating sufficient sensitivity (> 3000 features in hepatocyte extracts) and intra- and inter-plate repeatability for polar nESI-DIMS assays (median relative standard deviation < 30%). The assays were employed for a proof-of-principle toxicological study with a model toxicant, cadmium chloride, revealing changes in the metabolome across five sampling times in the 48-h exposure period. To allow the option for lipidomics analyses, the solvent system was extended by establishing separate extraction methods for polar metabolites and lipids. Conclusions Experimental, analytical and informatics workflows reported here met pre-defined criteria in terms of sensitivity, repeatability and ability to detect metabolome changes induced by a toxicant and are ready for application in metabolomics-driven toxicity testing to complement HTS assays.

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Recent Advances in High-throughput Platforms with Engineered Biomaterial Microarrays for Screening of Cell and Tissue Behavior

Current Pharmaceutical Design ◽

10.2174/1381612825666190207093438 ◽

2019 ◽

Vol 24 (45) ◽

pp. 5458-5470 ◽

Cited By ~ 3

Author(s):

Kijun Park ◽

Yeontaek Lee ◽

Jungmok Seo

Keyword(s):

High Throughput ◽

High Throughput Screening ◽

Continuous Monitoring ◽

In Vitro Screening ◽

Cellular Behavior ◽

Current Trends ◽

Recent Advances ◽

Screening Platform ◽

Review Current

In the last decades, bioengineers have developed myriad biomaterials for regenerative medicine. Development of screening techniques is essential for understanding complex behavior of cells in the biological microenvironments. Conventional approaches to the screening of cellular behavior in vitro have limitations in terms of accuracy, reusability, labor-intensive screening, and versatility. Thus, drug screening and toxicology test through in vitro screening platforms have been underwhelming. Recent advances in the high-throughput screening platforms somewhat overcome the limitations of in vitro screening platforms via repopulating human tissues’ biophysical and biomchemical microenvironments with the ability to continuous monitoring of miniaturized human tissue behavior. Herein, we review current trends in the screening platform in which a high-throughput system composed of engineered microarray devices is developed to investigate cell-biomaterial interaction. Furthermore, diverse methods to achieve continuous monitoring of cell behavior via developments of biosensor integrated high-throughput platforms, and future perspectives on high-throughput screening will be provided.

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A high-throughput genome-integrated assay reveals spatial dependencies governing Tcf7l2 binding

10.1101/2020.03.16.993204 ◽

2020 ◽

Author(s):

Tomasz Szczesnik ◽

Lendy Chu ◽

Joshua W. K. Ho ◽

Richard Sherwood

Keyword(s):

Transcription Factor ◽

Transcription Factors ◽

High Throughput ◽

Dna Sequences ◽

High Throughput Screening ◽

Embryonic Stem ◽

Chromatin Accessibility ◽

Genomic Locus ◽

Screening Platform

2 SummaryPredicting where transcription factors bind in the genome from their in-vitro DNA binding affinity is confounded by the large number of possible interactions with nearby transcription factors. To characterise the binding logic for the Wnt effector transcription factor Tcf7l2, we have developed a high-throughput screening platform in which thousands of 99-bp synthesised DNA sequences are inserted into a specific genomic locus through CRISPR/Cas9-based homology-directed repair, followed by measurement of Tcf7l2 binding by DamID. Using this platform at two genomic loci in mouse embryonic stem cells, we show that while the binding of Tcf7l2 closely follows the in-vitro motif binding strength and is influenced by local chromatin accessibility, it is also strongly affected by the surrounding 99-bp of sequence. The presence of nearby Oct4 and Klf4 motifs promote Tcf7l2 binding, particularly in the adjacent ~20 to 50-bp nearby and oscillating with a 10.8-bp phasing relative to these cofactor motifs, which matches the turn of a DNA helix. This novel high-throughput DamID assay provides a powerful platform to determine local DNA sequence grammars that causally influence transcription factor binding in controlled genomic contexts.

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High-Throughput Screening Platform for Nanoparticle-Mediated Alterations of DNA Repair Capacity

ACS Nano ◽

10.1021/acsnano.0c09254 ◽

2021 ◽

Author(s):

Sneh M. Toprani ◽

Dimitrios Bitounis ◽

Qiansheng Huang ◽

Nathalia Oliveira ◽

Kee Woei Ng ◽

...

Keyword(s):

Dna Repair ◽

High Throughput ◽

High Throughput Screening ◽

Repair Capacity ◽

Dna Repair Capacity ◽

Screening Platform

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A high-throughput screening method for evolving a demethylase enzyme with improved and new functionalities

Nucleic Acids Research ◽

10.1093/nar/gkaa1213 ◽

2020 ◽

Author(s):

Yuru Wang ◽

Christopher D Katanski ◽

Christopher Watkins ◽

Jessica N Pan ◽

Qing Dai ◽

...

Keyword(s):

High Throughput ◽

High Throughput Screening ◽

Screening Method ◽

Targeted Mutagenesis ◽

Rna Repair ◽

Dna And Rna ◽

Modified Dna ◽

Dna Substrates ◽

Trna Sequencing

Abstract AlkB is a DNA/RNA repair enzyme that removes base alkylations such as N1-methyladenosine (m1A) or N3-methylcytosine (m3C) from DNA and RNA. The AlkB enzyme has been used as a critical tool to facilitate tRNA sequencing and identification of mRNA modifications. As a tool, AlkB mutants with better reactivity and new functionalities are highly desired; however, previous identification of such AlkB mutants was based on the classical approach of targeted mutagenesis. Here, we introduce a high-throughput screening method to evaluate libraries of AlkB variants for demethylation activity on RNA and DNA substrates. This method is based on a fluorogenic RNA aptamer with an internal modified RNA/DNA residue which can block reverse transcription or introduce mutations leading to loss of fluorescence inherent in the cDNA product. Demethylation by an AlkB variant eliminates the blockage or mutation thereby restores the fluorescence signals. We applied our screening method to sites D135 and R210 in the Escherichia coli AlkB protein and identified a variant with improved activity beyond a previously known hyperactive mutant toward N1-methylguanosine (m1G) in RNA. We also applied our method to O6-methylguanosine (O6mG) modified DNA substrates and identified candidate AlkB variants with demethylating activity. Our study provides a high-throughput screening method for in vitro evolution of any demethylase enzyme.

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Time-Resolved Luminescent High-Throughput Screening Platform for Lysosomotropic Compounds in Living Cells

ACS Sensors ◽

10.1021/acssensors.0c02046 ◽

2020 ◽

Author(s):

Ke-Jia Wu ◽

Chun Wu ◽

Feng Chen ◽

Sha-Sha Cheng ◽

Dik-Lung Ma ◽

...

Keyword(s):

High Throughput ◽

High Throughput Screening ◽

Living Cells ◽

Time Resolved ◽

Screening Platform

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Investigating Molecular Mechanisms of Immunotoxicity and the Utility of ToxCast for Immunotoxicity Screening of Chemicals Added to Food

International Journal of Environmental Research and Public Health ◽

10.3390/ijerph18073332 ◽

2021 ◽

Vol 18 (7) ◽

pp. 3332

Author(s):

Olga V. Naidenko ◽

David Q. Andrews ◽

Alexis M. Temkin ◽

Tasha Stoiber ◽

Uloma Igara Uche ◽

...

Keyword(s):

Immune System ◽

High Throughput ◽

Environmental Protection Agency ◽

High Throughput Screening ◽

Molecular Mechanisms ◽

Specific Activity ◽

Laboratory Animals ◽

In Vitro Assays ◽

Toxicological Studies

The development of high-throughput screening methodologies may decrease the need for laboratory animals for toxicity testing. Here, we investigate the potential of assessing immunotoxicity with high-throughput screening data from the U.S. Environmental Protection Agency ToxCast program. As case studies, we analyzed the most common chemicals added to food as well as per- and polyfluoroalkyl substances (PFAS) shown to migrate to food from packaging materials or processing equipment. The antioxidant preservative tert-butylhydroquinone (TBHQ) showed activity both in ToxCast assays and in classical immunological assays, suggesting that it may affect the immune response in people. From the PFAS group, we identified eight substances that can migrate from food contact materials and have ToxCast data. In epidemiological and toxicological studies, PFAS suppress the immune system and decrease the response to vaccination. However, most PFAS show weak or no activity in immune-related ToxCast assays. This lack of concordance between toxicological and high-throughput data for common PFAS indicates the current limitations of in vitro screening for analyzing immunotoxicity. High-throughput in vitro assays show promise for providing mechanistic data relevant for immune risk assessment. In contrast, the lack of immune-specific activity in the existing high-throughput assays cannot validate the safety of a chemical for the immune system.

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High-throughput screening and rational design of biofunctionalized surfaces with optimized biocompatibility and antimicrobial activity

Nature Communications ◽

10.1038/s41467-021-23954-8 ◽

2021 ◽

Vol 12 (1) ◽

Author(s):

Zhou Fang ◽

Junjian Chen ◽

Ye Zhu ◽

Guansong Hu ◽

Haoqian Xin ◽

...

Keyword(s):

Antimicrobial Activity ◽

High Throughput ◽

High Throughput Screening ◽

Rational Design ◽

Click Reaction ◽

Reaction Times ◽

Great Promise ◽

Biomaterial Surfaces

AbstractPeptides are widely used for surface modification to develop improved implants, such as cell adhesion RGD peptide and antimicrobial peptide (AMP). However, it is a daunting challenge to identify an optimized condition with the two peptides showing their intended activities and the parameters for reaching such a condition. Herein, we develop a high-throughput strategy, preparing titanium (Ti) surfaces with a gradient in peptide density by click reaction as a platform, to screen the positions with desired functions. Such positions are corresponding to optimized molecular parameters (peptide densities/ratios) and associated preparation parameters (reaction times/reactant concentrations). These parameters are then extracted to prepare nongradient mono- and dual-peptide functionalized Ti surfaces with desired biocompatibility or/and antimicrobial activity in vitro and in vivo. We also demonstrate this strategy could be extended to other materials. Here, we show that the high-throughput versatile strategy holds great promise for rational design and preparation of functional biomaterial surfaces.

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A High-Throughput Approach To Identify Compounds That Impair Envelope Integrity in Escherichia coli

Antimicrobial Agents and Chemotherapy ◽

10.1128/aac.00537-16 ◽

2016 ◽

Vol 60 (10) ◽

pp. 5995-6002 ◽

Cited By ~ 7

Author(s):

Kristin R. Baker ◽

Bimal Jana ◽

Henrik Franzyk ◽

Luca Guardabassi

Keyword(s):

Escherichia Coli ◽

High Throughput ◽

High Throughput Screening ◽

Gram Negative Bacteria ◽

Chromogenic Substrate ◽

Intrinsic Resistance ◽

Gram Negative ◽

Content Type ◽

E Coli ◽

Screening Platform

ABSTRACTThe envelope of Gram-negative bacteria constitutes an impenetrable barrier to numerous classes of antimicrobials. This intrinsic resistance, coupled with acquired multidrug resistance, has drastically limited the treatment options against Gram-negative pathogens. The aim of the present study was to develop and validate an assay for identifying compounds that increase envelope permeability, thereby conferring antimicrobial susceptibility by weakening of the cell envelope barrier in Gram-negative bacteria. A high-throughput whole-cell screening platform was developed to measureEscherichia colienvelope permeability to a β-galactosidase chromogenic substrate. The signal produced by cytoplasmic β-galactosidase-dependent cleavage of the chromogenic substrate was used to determine the degree of envelope permeabilization. The assay was optimized by using known envelope-permeabilizing compounds andE. coligene deletion mutants with impaired envelope integrity. As a proof of concept, a compound library comprising 36 peptides and 45 peptidomimetics was screened, leading to identification of two peptides that substantially increased envelope permeability. Compound 79 reduced significantly (from 8- to 125-fold) the MICs of erythromycin, fusidic acid, novobiocin and rifampin and displayed synergy (fractional inhibitory concentration index, <0.2) with these antibiotics by checkerboard assays in two genetically distinctE. colistrains, including the high-risk multidrug-resistant, CTX-M-15-producing sequence type 131 clone. Notably, in the presence of 0.25 μM of this peptide, both strains were susceptible to rifampin according to the resistance breakpoints (R> 0.5 μg/ml) for Gram-positive bacterial pathogens. The high-throughput screening platform developed in this study can be applied to accelerate the discovery of antimicrobial helper drug candidates and targets that enhance the delivery of existing antibiotics by impairing envelope integrity in Gram-negative bacteria.

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