Towards establishing a 24-hour, microplate-based, transcriptomics assay for rainbow trout embryos
Basu, N.; Marshall, A.; Marchand, H.; Boulanger, E.; Mittal, K.; Head, J.
Show abstract
There is interest in the development of early-life stage (ELS) tests with fish embryo models that are high-throughput and can generate transcriptomics point of departure (tPOD) values. The objective of this study was to establish a method in rainbow trout (Oncorhynchus mykiss) hatchlings that could satisfy both of these interests. We based our pilot method on recent efforts by U.S. EPA researchers to establish a larval fathead minnow high throughput transcriptomics assay. Here, 1-2 day post hatch trout were assayed in 24-well plates in which they were exposed for 24 hours to 12 different concentrations of test chemicals, including a negative control (DMSO, culture water). Test concentrations were anchored with a chemicals LC50 data from the US EPA ECOTOX database and EnviroTox database, and from this, concentrations were spaced on a half-log basis that spanned 6-7 orders of magnitude. In pilot study 1 we tested 3,4-dichloroaniline, CuSO4 (0.34 mg/L), and ethinylestradiol. In pilot study 2 we tested 3,4-dichloroaniline (58.5 mg/L), CuSO4 (0.34 and 0.41 mg/L), ethinylestradiol (>10 {micro}g/L), permethrin (>10 {micro}g/L), malathion (0.61 mg/L), 6PPD quinone (5.6 {micro}g/L), acetaldehyde (41.2 mg/L), 4-fluoroaniline (242.7 mg/L), glyphosate ([~]150 mg/L), ethanol (>1 g/L), thiamethoxam (>300 mg/L), and allyl alcohol (>30 mg/L). In both pilot studies derived LC50 values are provided in parentheses. Repeated studies of CuSO4 yielded consistent LC50 values (0.34, 0.34, 0.41 mg/L). The correlation between LC50s from the current study for rainbow trout embryos versus those from the literature on adult rainbow trout for 7 chemicals was r2 = 0.91. Work is underway to optimize transcriptomics assays from these samples using EcoToxChips and UPXome, with the ultimate goal to be able to derive transcriptomics points of departure. Taken together these results provide a foundation towards establishing a novel testing platform for chemical and environmental risk assessment that is much quicker (24 hrs), ethical (non-protected life stages), resource efficient (e.g., microplate-based, small volumes of chemicals), and more informative (molecular clues into MOA) than traditional bioassay approaches.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- PBDE flame retardant exposure causes neurobehavioral and transcriptional effects in first-generation but not second-generation offspring fish 94%
- Early-life PBDE flame retardant exposures cause neurobehavioral alterations in fish that persist into adulthood and vary by sex and route of exposure 94%
- Assessing Per- and Polyfluoroalkyl Substances (PFAS) in Fish Fillet Using Non-Targeted Analyses 94%
Similar papers in this journal
- A multi-scenario risk assessment strategy applied to mixtures of chemicals of emerging concern in the River Aconcagua basin in Central Chile 96%
- Cyanotoxins accumulate in Lake St. Clair fish yet their fillets are safe to eat 96%
- Untangling mechanisms of crude oil toxicity: linking gene expression, morphology and PAHs at two developmental stages in a cold-water fish 95%
Similar papers in this journal
- A Cheminformatics Workflow for Higher-throughput Modeling of Chemical Exposures from Biosolids 94%
- Comparative toxicogenomics of glyphosate and Roundup herbicides by mammalian stem cell-based genotoxicity assays and molecular profiling in Sprague-Dawley rats 94%
- Quantitative Cross-Species Comparison of Serum Albumin Binding of Per- and Polyfluoroalkyl Substances from Five Structural Classes 92%
Similar papers in this journal
- Evaluating the Role of Fish as Surrogates for Amphibians in Pesticide Ecological Risk Assessment 97%
- Low concentrations of ethylene bisdithiocarbamate pesticides maneb and mancozeb impair manganese and zinc homeostasis to induce oxidative stress and caspase-dependent apoptosis in human hepatocytes 94%
- Differential neurobehavioral responses to silica nanoparticles and temperature in a wild rhabditid nematode and C. elegans: toward an exposome map of phenotypes 93%
Similar papers in this journal
- Planarian behavioral screening is a useful invertebrate model for evaluating seizurogenic chemicals 95%
- Predicted Versus Observed Activity of PCB Mixtures Toward the Ryanodine Receptor 94%
- C. elegans pharyngeal pumping provides a whole organism bio-assay to investigate anti-cholinesterase intoxication and antidotes 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.