Multigene biomarkers of pyrethroid exposure: preliminary experiments: 60k microarrays
Ontology highlight
ABSTRACT:
ORGANISM(S): Pimephales promelas
PROVIDER: GSE113285 | GEO | 2018/10/31
REPOSITORIES: GEO
Similar Datasets
Project description:We describe initial development of RNA profiling-based assays for detecting pyrethroid pesticides in water. We conducted 48-hour flow-through exposures of Pimephales promelas adults and larvae to lab water and eight nominal concentrations of each of four pyrethroid insecticides: bifenthrin, cypermethrin, esfenvalerate, and (trans) permethrin. Concentration-response curves suggest steep dose responses, and LC50s below most published values. Expression microarray analysis of dissected brains from adults and whole larvae exposed to cypermethrin and bifenthrin suggests both assay formats can be used to detect these pyrethroids at concentrations well below P. promelas LC50s, and below LC50s of about 70% of aquatic metazoan species. Geneset analysis and intersections between lists of differentially expressed genes failed to identify substantial functional overlaps between these toxicants. Geneset analysis was sensitive to parameter choice, which may reflect the large number of genes analyzed relative to the number of samples, and substantial biological variability relative to effect sizes. Several identified GO terms can be rationalized based on known pyrethroid action, but implications of other highlighted GO terms are unclear.
2018-10-31 | GSE113284 | GEO
Project description:This work describes the initial development of an omics based assay using 48Hr Pimephales promelas (FHM) larvae for identifying aquatic exposures to four pyrethroids (permethrin, cypermethrin, esfenvalerate and bifenthrin). Gene expression classifiers were developed using the random forest algorithm for each exposure and evaluated first by cross-validation using hold out organisms from the same exposure experiment and then against test sets of each pyrethroid from separate exposure experiments. Bifenthrin exposed organisms generated the highest quality classifier, demonstrating an empirical Area Under the Curve (eAUC) of 0.97 when tested against bifenthrin exposed organisms from other exposure experiments and 0.91 against organisms exposed to any of the pyrethroids. Additionally, the bifenthrin classifier was able to successfully classify organisms from all other pyrethroid exposures at multiple concentrations, suggesting a potential utility for detecting cumulative exposures. Considerable run-to-run variability was observed both in exposure concentrations and molecular responses of exposed fish across exposure experiments. The application of a calibration step in analysis successfully corrected this, resulting in a significantly improved classifier. Classifier evaluation suggested the importance of considering a number of aspects of experimental design when developing an expression based tool for general use in ecological monitoring and risk assessment, such as the inclusion of multiple experimental runs and high replicate numbers.
2016-09-30 | GSE84475 | GEO
Project description:RNA-seq expression assays were done in larval Pimephales promelas (Fathead minnow, FHM) exposed to either the pyrethroid pesticide Bifenthrin or copper sulfate. Normalized gene expression profiles were used to identify genes differentially expressed between control samples and treated samples, and five machine learning methods were employed to predict the exposure status of the samples in a nested cross-validation framework in a binary manner with each treatment chemical. Classifers trained with one chemical were tested against samples treated with the other chemical to evaluate the chemical specificity of the binary classifiers, and a random forest classifier trained with all three conditions (control, biefnethrin, copper) was also developed and used to predict sample class using a leave-one-out-cross-validation (LOOCV) approach. Functional analysis based on canonical pathways represented by the genes differentially expressed in the two treatment groups was performed to find evidence that toxicant specific reponses were present in the two treatments.
2024-01-31 | GSE217578 | GEO
Project description:Paper Abstract. Extrapolating toxicological sensitivity information across species can require the use of highly conservative safety factors as prescribed by ecological risk assessment protocols. The objective of our study was to use multipule factors to understand the dynamics of stress responses by comparing ecotoxicological, developmental, and genomic data to quantitatively determine the relative sensitivity of two common model aquatic vertebrates to assess the potential for developing refined safety factors among species. Larval (3-d old) zebrafish (Danio rerio) and fathead minnows (Pimephales promelas) were concurrently exposed in 96-h static exposures to the widely-used military energetic compound cyclotrimethylenetrinitramine (RDX). Endpoints assessed included mortality, incidence of vertebral deformities, swimming behavior, and differential gene (transcript) expression. Analytically verified treatment concentrations ranged from 0.9 to 27.7 mg/L RDX. While RDX concentrations prepared for exposures included 0, 0.9, 1.8, 3.5, 7.5, 15.0, and 30.0 mg/L, analytically verified treatment concentrations were 0, 0.88, 1.75, 3.46, 6.96, 13.79, and 27.7 mg/L, respectively. Changes in prepared RDX concentrations and analytically verified treatment concentrations are a result of chemical breakdown, a well known characteristic of RDX Our results indicated a higher sensitivity to RDX in P. promelas than in D. rerio in both mortality (LOECs 13.79 and 27.7 mg/L, respectively) and vertebral deformity (LOECs 13.79 and >13.79, respectively) endpoints. Swimming behavior was assessed in 10 min behavioral trials using Noldus EthoVision® digital tracking software. Swimming behavior trials indicated non-significant trends of decreased velocity, distance moved, and increased meander (change in direction per cm traveled) for P. promelas. No such trends were apparent in D. rerio swimming behavior. A comprehensive genomic analysis is in progress to determine the genes, gene ontology elements, metabolic pathways and metabolic networks affected in common among species in the RDX exposure. Taken as a whole, the ecotoxicological, developmental and genomic results will provide valuable insights into the similarity in response among these fish species to RDX. Three-day-old fathead minnow (FHM, Pimephales promelas) or Zebrafish (ZF, Danio rerio) fry were exposed to either control water or one of six concentrations of RDX (0.9, 1.9, 3.8, 7.5, 15, or 27.7 mg/L) in 96-h exposures. However, microarray analysis was only performed on FHM exposed to 0, 0.9, 1.9, 7.5, or 15 mg/L RDX and ZF exposed to 0, 0.9, 1.9, 3.8, 7.5, or 15 mg/L RDX due to insufficient tissue for microarray analysis due to animal death at the other RDX concentrations. The experimental design was based on the U.S. EPA (2002) acute testing method for P. promelas, test method 2000.0 and included four replicates per treatment with ten fish per replicate. Whole fish (10 fish per replicate) were investigated for differential expression in response to RDX exposure.
2011-02-08 | E-GEOD-27067 | biostudies-arrayexpress
Project description:Α reduction of pyrethroid efficacy has been recently recorded in the olive fruit fly Bactrocera oleae, the most destructive insect pest of olives worldwide. We analyzed the transcriptomic differences between two highly pyrethroid resistant populations versus a relatively susceptible field population and two laboratory strains to gain more insight into the molecular mechanism of resistance. A large number of genes was found to be significantly differentially transcribed across the pairwise comparisons between resistant and susceptible insect populations. Interestingly, gene set analysis revealed that genes of the ‘electron carrier activity’ GO group were enriched in one specific pairwise transcriptomic comparison. As P450 monooxygenase enzymes are typically associated with this Molecular Function GO-group, this might reflect a P450-mediated resistance mechanism. These results suggest that transcriptional induction of the CYP6 P450s might be an important mechanism of pyrethroid resistance in B. oleae and pave the way for the development of synergists and molecular diagnostics for insecticide resistance management.
2018-05-12 | GSE112178 | GEO
Project description:Diethylstilbestrol (DES) is a synthetic estrogen that has been banned for use in humans, but still is employed in livestock and aquaculture operations in some parts of the world. Detectable concentrations of DES in effluent and surface waters have been reported to range from slightly below 1 to greater than 10 ng/L. Little is known, however, concerning the toxicological potency of DES in fish. In this study, sexually-mature fathead minnows (Pimephales promelas) of both sexes were exposed to 1, 10 or 100 ng DES/L water in a flow-through system. Tissue concentrations of DES and changes in a number of estrogen-responsive endpoints, including alterations to the hepatic transcriptome in females, were measured in the fish at the end of a 4-d exposure, and after a 4-d depuration/recovery period in clean water. The objectives of the study were to measure accumulation of DES in fish tissues, characterize effects of the chemical on physiological endpoints related to reproductive performance, and to evaluate DES's potency relative to concentrations reported in aquatic environments. The current series includes n=11 microarrays associated with recovery-phase samples (collected from fish exposed continuously for 4 d, and then held in control water for an additional 4 days before tissues were collected).
2012-09-20 | GSE36466 | GEO
Project description:Bifenthrin is a commonly detected pesticide in California surfacewaters; however the effects of bifenthrin on aquatic organisms are complex and poorly understood. This study presents the transcriptome-wide response of the inland silverside, Menidia beryllina, to chronic 14 d exposures to bifenthrin.
2016-10-31 | GSE74455 | GEO
Project description:Diethylstilbestrol (DES) is a synthetic estrogen that has been banned for use in humans, but still is employed in livestock and aquaculture operations in some parts of the world. Detectable concentrations of DES in effluent and surface waters have been reported to range from slightly below 1 to greater than 10 ng/L. Little is known, however, concerning the toxicological potency of DES in fish. In this study, sexually-mature fathead minnows (Pimephales promelas) of both sexes were exposed to 1, 10 or 100 ng DES/L water in a flow-through system. Tissue concentrations of DES and changes in a number of estrogen-responsive endpoints, including alterations to the hepatic transcriptome in females, were measured in the fish at the end of a 4-d exposure, and after a 4-d depuration/recovery period in clean water. The objectives of the study were to measure accumulation of DES in fish tissues, characterize effects of the chemical on physiological endpoints related to reproductive performance, and to evaluate DES's potency relative to concentrations reported in aquatic environments. The current series includes n=12 microarrays associated with exposure-phase samples (collected from fish exposed continuously for 4 d).
2012-09-20 | GSE36465 | GEO
Project description:Phthalates are added to polymers in order to increase their flexibility, but leach out of the matrix. Given that these plasticizers are mainly found in water bound to particles, aquatic species are exposed to phthalates. Silurana tropicalis eggs were exposed to high concentrations of three pththalates: dicyclohexyl phthalate (DCHP; 19 mg/L), dimethyl phthalate (DMP; 34 mg/L), and monomethyl phthalate (MMP; 1500 mg/L), along to their respective controls: 0.82% DMSO for DCHP, and water controls for DMP and MMP. The exposure lasted 3 days during embryogenesis. Four pooled of 10 larvae were sampled per treatment and analyzed for gene expression changes using a microarray approach.
2014-07-31 | GSE57675 | GEO
Project description:Zebrafish (Danio rerio) were obtained from the Zebrafish Research Facility maintained in the Center for Environmental Biotechnology at the University of Tennessee. Fish husbandry, spawning, and experimental procedures were conducted with approval from the University of Tennessee Institutional Animal Care and Use Committee (Protocol #1690-1007). Water for holding fish and conducting experiments (hereafter referred to as fish water) consisted of MilliQ water (Millipore, Bedford, MA) with ions added: 19 mg/L NaHCO3, 1 mg/L sea salt (Instant Ocean Synthetic Sea Salt, Mentor, OH), 10 mg/L CaSO4, 10 mg/L MgSO4, 2 mg/L KCl. Embryos were obtained by spawning adult fish with no history of contaminant exposure. Fertilization of embryos took place at the same time (± 15 min.), such that larvae used in experiments were of similar age at the time of exposure. All activities (maintenance of adult fish, spawning, and experiments) were conducted in an environmental chamber with a temperature of 27± 1 ºC and 14:10h light:dark photoperiod. Experiment Overall Design: At 72 h post-fertilization, zebrafish larvae were exposed to lyophilized Microcystis and purified MC-LR at concentrations of 100 and 1,000 µg/L. Controls consisted of zebrafish system water (negative control) and zebrafish system water containing 0.05% ethanol (vehicle control). Larvae from both control groups as well as 100 µg/L MC-LR, 1,000 µg/L MC-LR, and lyophilized Microcystis were exposed in groups of 50 with three replicates and were sacrificed after 96 hours for total RNA extraction and subsequent microarray analysis. All larvae were exposed in beakers containing 100 ml of solution. Experiment Overall Design: Water samples for microcystin analysis and water quality measurements were taken during the experiment, and mortality and behavioral observations were recorded at 24-hour intervals. Microcystin analysis was conducted by protein phosphatase inhibition assay. Measured concentrations of microcystin-LR were 140 ± 12 SD (low concentration) and 1,703 ± 71 SD (high concentration). The concentration of microcystin-LR in the lyophilized Microcystis treatment was 4.5 µg/L. Water quality parameters measured included dissolved oxygen (6.7 mg/L), pH (6.9), total alkalinity (36 mg/L as CaCO3), total hardness (18 mg/L as CaCO3), and ammonia (<0.2 mg/L). No significant mortality or behavioral changes in larvae were observed during the exposure.
2009-08-07 | E-GEOD-12214 | biostudies-arrayexpress