To develop and validate a practical, in vitro, cell-based model to assess human hepatotoxicity potential of drugs, we used the new technology of high content screening (HCS) and a novel combination of critical model features, including (1) use of live, human hepatocytes with drug metabolism capability, (2) preincubation of cells for 3 days with drugs at a range of concentrations up to at least 30 times the efficacious concentration or 100 microM, (3) measurement of multiple parameters that were (4) morphological and biochemical, (5) indicative of prelethal cytotoxic effects, (6) representative of different mechanisms of toxicity, (7) at the single cell level and (8) amenable to rapid throughput. HCS is based on automated epifluorescence microscopy and image analysis of cells in a microtiter plate format. The assay was applied to HepG2 human hepatocytes cultured in 96-well plates and loaded with four fluorescent dyes for: calcium (Fluo-4 AM), mitochondrial membrane potential (TMRM), DNA content (Hoechst 33,342) to determine nuclear area and cell number and plasma membrane permeability (TOTO-3). Assay results were compared with those from 7 conventional, in vitro cytotoxicity assays that were applied to 611 compounds and shown to have low sensitivity (<25%), although high specificity ( approximately 90%) for detection of toxic drugs. For 243 drugs with varying degrees of toxicity, the HCS, sublethal, cytotoxicity assay had a sensitivity of 93% and specificity of 98%. Drugs testing positive that did not cause hepatotoxicity produced other serious, human organ toxicities. For 201 positive assay results, 86% drugs affected cell number, 70% affected nuclear area and mitochondrial membrane potential and 45% affected membrane permeability and 41% intracellular calcium concentration. Cell number was the first parameter affected for 56% of these drugs, nuclear area for 34% and mitochondrial membrane potential for 29% and membrane permeability for 7% and intracellular calcium for 10%. Hormesis occurred for 48% of all drugs with positive response, for 26% of mitochondrial and 34% nuclear area changes and 12% of cell number changes. Pattern of change was dependent on the class of drug and mechanism of toxicity. The ratio of concentrations for in vitro cytotoxicity to maximal efficaciousness in humans was not different across groups (12+/-22). Human toxicity potential was detected with 80% sensitivity and 90% specificity at a concentration of 30x the maximal efficacious concentration or 100 microM when efficaciousness was not considered. We conclude that human hepatotoxicity is highly concordant with in vitro cytotoxicity in this novel model and as detected by HCS.
Summary An equation is presented lo describe the relationship of a plant response to herbicide dose where there is stimulation of response al low doses. Us properties are discussed and examples of its use are given. The equation includes the most commonly used sigmoidal curve as a special case.
A model, based on a rectangular hyperbola, has been developed to describe the relationship between population density and relative time of seedling emergence of wild oat (Avena fatuaL. # AVEFA) and yield of barley (Hordeum vulgareL.) and wheat (Triticum aestivumL.). The equation iswhere yLis percent yield loss, D is weed density, T is relative time of emergence of weed and crop, and a, b, and c are nonlinear regression coefficients. Significant differences in fitted equations were found between years. From the values of regression coefficients it was concluded that barley is a better competitor than wheat and is less affected by late-emerging wild oat. The model was tested on previously published data. It provided only a slightly better description of the data than a multiple-regression model, but avoided a number of undesirable, implausible properties inherent in the more frequently used approach. In particular, the model does not predict a loss in yield when no weeds are present or a yield increase from late-emerging weeds.
Hepatitis C virus (HCV) is a global health concern; recent estimates suggest that 2.2 to 3% of the world's population, equivalent to 130 to 170 million individuals, are chronically infected with the virus (13, 31). These patients are at risk of developing debilitating liver diseases such as cirrhosis and hepatocellular carcinoma (1). Furthermore, current models suggest that the burden of HCV-associated disease is set to rise for the next 20 years (6). There is no HCV vaccine; the current standard of care (SOC) involves lengthy treatments with ribavirin and injected pegylated interferon, which exhibit variable efficacies and are associated with severe, and sometimes lifethreatening, side effects. Encouragingly, many direct-acting antiviral (DAA) molecules are in clinical development, and the most advanced (telaprevir and boceprevir) will probably be used to treat HCV-infected patients in 2011 (19,29,42,43,61). However, caution should be employed against overoptimism; attrition rates are high during drug development, and the first drugs will be given in combination with, not instead of, the current SOC. Therefore, the continued development of additional treatments is needed, especially since it is widely acknowledged that to limit the emergence of drug-resistant viral variants, effective therapeutic strategies for HCV will consist of multiple DAAs (50).A multitude of screening campaigns has revealed many diverse and interesting chemical compounds capable of specifically inhibiting HCV RNA replication. Many of these compounds target the HCV-encoded nonstructural (NS) proteins (NS3, NS4A, NS4B, NS5A, and NS5B), which are required for HCV genome synthesis (3, 37). To instigate HCV genome replication, the NS proteins interact with viral genomes and certain host-encoded factors to form multiprotein assemblies termed "replication complexes" (RCs), which are sites of viral RNA synthesis derived from the endoplasmic reticulum (ER) (8,14,45,53). In HCV-infected cells, RCs are juxtaposed to intracellular lipid storage organelles termed lipid droplets (LDs), which are coated with the HCV capsid protein (core) and probably serve as platforms to accept replicated genomes from RCs to initiate virion assembly (26,44,53). Of considerable interest are inhibitors that target the HCV-encoded NS5A protein. These inhibitors were originally discovered from the screening of cells containing HCV subgenomic replicons against libraries of small molecules and were identified as NS5A inhibitors by utilizing a strategy termed "chemical genetics" (12, 32). NS5A-targeting inhibitors are notable for their unprecedented potency in cell-based HCV replication assays: 50% inhibitory concentrations (IC 50 s) in the low-picomolar
Summary: The incidence of Alopecurus myosuroides seedheads was monitored annually for 10 years in the cereal fields of a 173‐ha arable and dairy farm. A. myosuroides persisted at low population densities, despite the use of herbicides and grass breaks in the rotation. The distribution of the weed was irregular, with none occurring on at least 60% of the positions surveyed in the cereal fields. Spatial distributions were compared between years, and some significant correlations were found from year to year in continuous cereals, and in cereal crops separated by a 3‐year grass ley.
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