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A new approach for the assessment of the toxicity of polyphenol-rich compounds with the use of high content screening analysis. PLoS One 2017; 12:e0180022. [PMID: 28662177 PMCID: PMC5491109 DOI: 10.1371/journal.pone.0180022] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 06/08/2017] [Indexed: 12/17/2022] Open
Abstract
The toxicity of in vitro tested compounds is usually evaluated based on AC50 values calculated from dose-response curves. However, there is a large group of compounds for which a standard four-parametric sigmoid curve fitting may be inappropriate for estimating AC50. In the present study, 22 polyphenol-rich compounds were prioritized from the least to the most toxic based on the total area under and over the dose-response curves (AUOC) in relation to baselines. The studied compounds were ranked across three key cell indicators (mitochondrial membrane potential, cell membrane integrity and nuclear size) in a panel of five cell lines (HepG2, Caco-2, A549, HMEC-1, and 3T3), using a high-content screening (HCS) assay. Regarding AUOC score values, naringin (negative control) was the least toxic phenolic compound. Aronox, spent hop extract and kale leaf extract had very low cytotoxicity with regard to mitochondrial membrane potential and cell membrane integrity, as well as nuclear morphology (nuclear area). Kaempferol (positive control) exerted strong cytotoxic effects on the mitochondrial and nuclear compartments. Extracts from buckthorn bark, walnut husk and hollyhock flower were highly cytotoxic with regard to the mitochondrion and cell membrane, but not the nucleus. We propose an alternative algorithm for the screening of a large number of agents and for identifying those with adverse cellular effects at an early stage of drug discovery, using high content screening analysis. This approach should be recommended for series of compounds producing a non-sigmoidal cell response, and for agents with unknown toxicity or mechanisms of action.
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Translational trio of myocardial biomarkers for prediction, monitoring and controlling toxicologic response: Mechanistic (high content analysis), leakage (high-sensitivity cardiac troponin I) and function biomarkers (B-type natriuretic peptide). CURRENT OPINION IN TOXICOLOGY 2017. [DOI: 10.1016/j.cotox.2017.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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O’Brien PJ, Edvardsson A. Validation of a Multiparametric, High-Content-Screening Assay for Predictive/Investigative Cytotoxicity: Evidence from Technology Transfer Studies and Literature Review. Chem Res Toxicol 2017; 30:804-829. [PMID: 28147486 DOI: 10.1021/acs.chemrestox.6b00403] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Peter James O’Brien
- School
of Veterinary Medicine, University College Dublin, Stillorgan Road, Belfield, Dublin 4, Ireland
- Advanced Diagnostic Laboratory, Park West Enterprise Centre, Lavery Avenue, Park West, Dublin 12, Ireland
| | - Anna Edvardsson
- School
of Veterinary Medicine, University College Dublin, Stillorgan Road, Belfield, Dublin 4, Ireland
- Advanced Diagnostic Laboratory, Park West Enterprise Centre, Lavery Avenue, Park West, Dublin 12, Ireland
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Intracellular concentrations determine the cytotoxicity of adefovir, cidofovir and tenofovir. Toxicol In Vitro 2015; 29:251-8. [PMID: 25448811 DOI: 10.1016/j.tiv.2014.10.019] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Revised: 09/27/2014] [Accepted: 10/22/2014] [Indexed: 01/01/2023]
Abstract
Lack of in vitro to in vivo translation is a major challenge in safety prediction during early drug discovery.One of the most common in vitro assays to evaluate the probability of a compound to cause adverse effects is a cytotoxicity assay. Cytotoxicity of a compound is often measured by dose–response curves assuming the administered doses and intracellular exposures are equal at the time of measurement.However, this may not be true for compounds with low membrane permeability or those which are substrates for drug transporters as intracellular concentrations are determined both by passive permeability and active uptake through drug transporters. We show here that three antiviral drugs, adefovir, cidofovir and tenofovir exhibit significantly increased cytotoxicity in HEK293 cells transfected with organic anion transporter (OAT) 1 and 3 compared to a lack of cytotoxicity in HEK293 wildtype cells. A further look at the media and intracellular drug concentrations showed that 24 h after dosing, all three drugs had higher intracellular drug concentrations than that of media in the HEK-OAT1 cells whereas the intracellular drug concentrations in the wildtype cells were much lower than the administered doses. Comparing cytotoxicity IC(50) values of adefovir, cidofovir and tenofovir based on administered doses and measured intracellular concentrations in HEK-OAT1 cells revealed that intracellular drug concentrations have significant impact on calculated IC(50) values. Tenofovir showed much less intrinsic cytotoxicity than adefovir and cidofovir using intracellular concentrations rather than media concentration. Our data suggest that for low permeable drugs or drugs that are substrates for drug transporters, the choice of cellular model is critical for providing an accurate determination of cytotoxicity.
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Papakonstantinou S, James O'Brien P. High content imaging for the morphometric diagnosis and immunophenotypic prognosis of canine lymphomas. CYTOMETRY PART B-CLINICAL CYTOMETRY 2014; 86:373-82. [DOI: 10.1002/cyto.b.21170] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Revised: 01/22/2014] [Accepted: 02/21/2014] [Indexed: 11/08/2022]
Affiliation(s)
- Stratos Papakonstantinou
- Veterinary Pathobiology Section; School of Veterinary Medicine, University College Dublin; Ireland
| | - Peter James O'Brien
- Veterinary Pathobiology Section; School of Veterinary Medicine, University College Dublin; Ireland
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Lin WJ, Kao LT. Cytotoxic enhancement of hexapeptide-conjugated micelles in EGFR high-expressed cancer cells. Expert Opin Drug Deliv 2014; 11:1537-50. [PMID: 24950257 DOI: 10.1517/17425247.2014.930433] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVES The aim of this study was to develop the hexapeptide-conjugated active targeting micelles for delivery of doxorubicin (DOX) and paclitaxel (PTX) to EGFR high-expressed cancer cells. METHODS A hexapeptide, which mimicked the EGFR, was applied as a targeting ligand. The active targeting micelles were prepared using the synthesized poly(D,L-lactide-co-glycolide)-PEG copolymer conjugated with the hexapeptide. The micelles were used for encapsulating DOX and/or PTX, and the cellular uptake, in vitro drug release and cellular viability of drug-loaded peptide-conjugated and peptide-free micelles were investigated. RESULTS The particle size of drug-loaded peptide-conjugated and peptide-free micelles was < 150 nm with narrow size distribution. The uptake of peptide-conjugated micelles was more efficient in EGFR high-expressed MDA-MB-468 and SKOV3 cells than in EGFR low-expressed HepG2 cells. The in vitro release of DOX and PTX was faster in pH 4.0 (500 U lipase) than in pH 7.4 release medium. The cytotoxicity in terms of IC50 of DOX/PTX-loaded peptide-conjugated micelles was 4.8-folds lower than that of peptide-free micelles and 18.2-folds lower than DOX/PTX drug solution in SOKV3 cells. CONCLUSION The peptide-conjugated micelles acted as a nanocarrier to increase intracellular accumulation of anticancer drugs in EGFR high-expressed SKOV3 cancer cells to enhance cell cytotoxicity.
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Affiliation(s)
- Wen Jen Lin
- National Taiwan University, Graduate Institute of Pharmaceutical Sciences, School of Pharmacy , No. 33 Lin San S. Rd, Taipei 100 , Taiwan +886 2 33668765 ; +886 2 23916126 ;
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O'Brien PJ. High-content analysis in toxicology: screening substances for human toxicity potential, elucidating subcellular mechanisms and in vivo use as translational safety biomarkers. Basic Clin Pharmacol Toxicol 2014; 115:4-17. [PMID: 24641563 DOI: 10.1111/bcpt.12227] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2013] [Accepted: 02/26/2014] [Indexed: 01/07/2023]
Abstract
High-content analysis (HCA) of in vitro biochemical and morphological effects of classic (small molecule) drugs and chemicals is concordant with potential for human toxicity. For hepatotoxicity, concordance is greater for cytotoxic effects assessed by HCA than for conventional cytotoxicity tests and for regulatory animal toxicity studies. Additionally, HCA identifies chronic toxicity potential, and drugs producing idiosyncratic adverse reactions and/or toxic metabolites are also identified by HCA. Mechanistic information on the subcellular basis for the toxicity is frequently identified, including various mitochondrial effects, oxidative stress, calcium dyshomeostasis, phospholipidosis, apoptosis and antiproliferative effects, and a fingerprinting of the sequence and pattern of subcellular events. As these effects are frequently non-specific and affect many cell types, some toxicities may be detected and monitored by HCA of peripheral blood cells, such as for anticancer and anti-infective drugs. Critical methodological and interpretive features are identified that are critical to the effectiveness of the HCA cytotoxicity assessment, including the need for multiple days of exposure of cells to drug, use of a human hepatocyte cell line with metabolic competence, assessment of multiple pre-lethal effects in individual live cells, consideration of hormesis, the need for interpretation of relevance of cytotoxicity concentration compared to efficacy concentration and quality management. Limitations of the HCA include assessment of drugs that act on receptors, transporters or processes not found in hepatocytes. HCA may be used in a) screening lead candidates for potential human toxicity in drug discovery alongside of in vitro assessment of efficacy and pharmacokinetics, b) elucidating mechanisms of toxicity and c) monitoring in vivo toxicity of drugs with known toxicity of known mechanism.
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Affiliation(s)
- Peter J O'Brien
- Veterinary Science Centre, University College Dublin, Dublin 4, Ireland; Advanced Diagnostics Laboratory, Park West Enterprise Centre, Dublin 12, Ireland
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Domingos MC, Davies AM, O'Brien PJ. Application of High-Content Analysis in Clinical Cytology for Translational Safety Biomarkers of Drug-Induced Toxicity for Lymphoma Chemotherapy. Basic Clin Pharmacol Toxicol 2014. [DOI: 10.1111/bcpt.12219] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Anthony M. Davies
- Trinity Health Sciences; Institute of Molecular Medicine; Dublin Ireland
| | - Peter J. O'Brien
- Veterinary Science Centre; University College Dublin; Dublin Ireland
- Advanced Diagnostics Laboratory; NovaUCD; Dublin Ireland
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Ramery E, O'Brien PJ. Evaluation of the cytotoxicity of organic dust components on THP1 monocytes-derived macrophages using high content analysis. ENVIRONMENTAL TOXICOLOGY 2014; 29:310-319. [PMID: 22331644 DOI: 10.1002/tox.21759] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 11/28/2011] [Accepted: 12/03/2011] [Indexed: 05/31/2023]
Abstract
Organic dust contains pathogen-associated molecular patterns (PAMPs) which can induce significant airway diseases following chronic exposure. Mononuclear phagocytes are key protecting cells of the respiratory tract. Several studies have investigated the effects of PAMPs and mainly endotoxins, on cytokine production. However the sublethal cytotoxicity of organic dust components on macrophages has not been tested yet. The novel technology of high content analysis (HCA) is already used to assess subclinical drug-induced toxicity. It combines the capabilities of flow cytometry, intracellular fluorescence probes, and image analysis and enables rapid multiple analyses in large numbers of samples. In this study, HCA was used to investigate the cytotoxicity of the three major PAMPs contained in organic dust, i.e., endotoxin (LPS), peptidoglycan (PGN) and β-glucans (zymosan) on THP-1 monocyte-derived macrophages. LPS was used at concentrations of 0.005, 0.01, 0.02, 0.05, 0.1, and 1 μg/mL; PGN and zymosan were used at concentrations of 1, 5, 10, 50, 100, and 500 μg/mL. Cells were exposed to PAMPs for 24 h. In addition, the oxidative burst and the phagocytic capabilities of the cells were tested. An overlap between PGN intrinsic fluorescence and red/far-red fluorescent dyes occurred, rendering the evaluation of some parameters impossible for PGN. LPS induced sublethal cytotoxicity at the lowest dose (from 50 ng/mL). However, the greatest cytotoxic changes occurred with zymosan. In addition, zymosan, but not LPS, induced phagosome maturation and oxidative burst. Given the fact that β-glucans can be up to 100-fold more concentrated in organic dust than LPS, these results suggest that β-glucans could play a major role in macrophage impairment following heavy dust exposure and will merit further investigation in the near future.
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Affiliation(s)
- Eve Ramery
- School of Agriculture, Food Science and Veterinary Medicine, University College Dublin, 4 Dublin, Ireland; Faculty of Veterinary Medicine, University of Liege, B-4000 Liege, Belgium
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Vaz GMF, Paszko E, Davies AM, Senge MO. High content screening as high quality assay for biological evaluation of photosensitizers in vitro. PLoS One 2013; 8:e70653. [PMID: 23923014 PMCID: PMC3726630 DOI: 10.1371/journal.pone.0070653] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2013] [Accepted: 06/20/2013] [Indexed: 11/19/2022] Open
Abstract
A novel single step assay approach to screen a library of photdynamic therapy (PDT) compounds was developed. Utilizing high content analysis (HCA) technologies several robust cellular parameters were identified, which can be used to determine the phototoxic effects of porphyrin compounds which have been developed as potential anticancer agents directed against esophageal carcinoma. To demonstrate the proof of principle of this approach a small detailed study on five porphyrin based compounds was performed utilizing two relevant esophageal cancer cell lines (OE21 and SKGT-4). The measurable outputs from these early studies were then evaluated by performing a pilot screen using a set of 22 compounds. These data were evaluated and validated by performing comparative studies using a traditional colorimetric assay (MTT). The studies demonstrated that the HCS assay offers significant advantages over and above the currently used methods (directly related to the intracellular presence of the compounds by analysis of their integrated intensity and area within the cells). A high correlation was found between the high content screening (HCS) and MTT data. However, the HCS approach provides additional information that allows a better understanding of the behavior of these compounds when interacting at the cellular level. This is the first step towards an automated high-throughput screening of photosensitizer drug candidates and the beginnings of an integrated and comprehensive quantitative structure action relationship (QSAR) study for photosensitizer libraries.
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Affiliation(s)
- Gisela M. F. Vaz
- Medicinal Chemistry, Institute of Molecular Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, St. James's Hospital, Dublin, Ireland
| | - Edyta Paszko
- Medicinal Chemistry, Institute of Molecular Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, St. James's Hospital, Dublin, Ireland
| | - Anthony M. Davies
- Department of Clinical Medicine, Institute of Molecular Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, St. James's Hospital, Dublin, Ireland
| | - Mathias O. Senge
- Medicinal Chemistry, Institute of Molecular Medicine, Trinity Centre for Health Sciences, Trinity College Dublin, St. James's Hospital, Dublin, Ireland
- School of Chemistry, SFI Tetrapyrrole Laboratory, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland
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Schoonen WGEJ, Stevenson JCR, Westerink WMA, Horbach GJ. Cytotoxic effects of 109 reference compounds on rat H4IIE and human HepG2 hepatocytes. III: Mechanistic assays on oxygen consumption with MitoXpress and NAD(P)H production with Alamar Blue™. Toxicol In Vitro 2012; 26:511-25. [PMID: 22261204 DOI: 10.1016/j.tiv.2012.01.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2011] [Revised: 12/20/2011] [Accepted: 01/04/2012] [Indexed: 11/13/2022]
Abstract
In vitro toxicity screening can reduce the attrition rate of drug candidates in the pharmaceutical industry in the early development process. The focus in this study is to compare the sensitivity for cytotoxicity of a time-resolved fluoro metric oxygen probe with that of a fluoro metric Alamar Blue™ (AB) assay. Both assays measure mitochondrial activity by either oxygen consumption (LUX-A65N-1 (MitoXpress, Luxcel) probe) or NADH/FADH conversion (AB). Both assays were carried out with increasing concentrations of 109 reference compounds using rat H4IIE and human HepG2 hepatocytes at incubation periods of 24, 48 and 72 h. Prior to this study, the influence on medium with either glucose or galactose was studied to analyze the rate of glycolysis and oxygen consumption, which latter process may be impaired in hepatoma cells. Inhibitors of oxygen consumption in combination with a glucose up-take inhibitor showed the largest consumption rate differences in the presence of 5mM of glucose. The choice for the 109 reference compounds was based on the so-called Multicentre Evaluation for In vitro Cytotoxicity (MEIC) and on diverse drug categories. For 59 toxic reference compounds, an evaluation for both assays was carried up to 10(-3)M. Toxicity was demonstrated with MitoXpress for 23 (39%) and 36 (61%) compounds in H4IIE and HepG2 cells, respectively, and with AB for 44 (75%) and 40 (68%) compounds. For 50 more pharmaceutical drugs more physiological concentrations were used up to 3.16×10(-5)M, and only 19 (38%) of these compounds appeared to be toxic in both assays. In conclusion, overall 63 (58%) and 60 (55%) compounds showed toxic effects with the MitoXpress and AB assays on rat H4IIE and human HepG2 hepatocytes, respectively. AB assays were more sensitive with respect to H4IIE cells and MitoXpress assays with respect to HepG2 cells. At all tested time intervals, MitoXpress showed its sensitivity, while AB is more sensitive at 48 and 72 h. With AB more toxic compounds were identified, whereas MitoXpress was more sensitive for a few compounds. A species specific difference was clearly found with digoxin, a human specific potassium channel inhibitor. Thus both assays are valuable identifiers of early toxicity with discrimination in time, compounds and species.
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Affiliation(s)
- Willem G E J Schoonen
- Toxicology & Drug Disposition, Merck Research Laboratories, P.O. Box 20, 5340 BH Oss, The Netherlands.
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