Dataset Information

Daphnia magna transcriptome by RNA-Seq across 12 environmental stressors.

ABSTRACT: The full exploration of gene-environment interactions requires model organisms with well-characterized ecological interactions in their natural environment, manipulability in the laboratory and genomic tools. The waterflea Daphnia magna is an established ecological and toxicological model species, central to the food webs of freshwater lentic habitats and sentinel for water quality. Its tractability and cyclic parthenogenetic life-cycle are ideal to investigate links between genes and the environment. Capitalizing on this unique model system, the STRESSFLEA consortium generated a comprehensive RNA-Seq data set by exposing two inbred genotypes of D. magna and a recombinant cross of these genotypes to a range of environmental perturbations. Gene models were constructed from the transcriptome data and mapped onto the draft genome of D. magna using EvidentialGene. The transcriptome data generated here, together with the available draft genome sequence of D. magna and a high-density genetic map will be a key asset for future investigations in environmental genomics.

SUBMITTER: Orsini L

PROVIDER: S-EPMC4862326 | biostudies-literature | 2016 May

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Daphnia magna transcriptome by RNA-Seq across 12 environmental stressors.

Orsini Luisa L Gilbert Donald D Podicheti Ram R Jansen Mieke M Brown James B JB Solari Omid Shams OS Spanier Katina I KI Colbourne John K JK Rusch Douglas B DB Decaestecker Ellen E Asselman Jana J De Schamphelaere Karel A C KA Ebert Dieter D Haag Christoph R CR Kvist Jouni J Laforsch Christian C Petrusek Adam A Beckerman Andrew P AP Little Tom J TJ Chaturvedi Anurag A Pfrender Michael E ME De Meester Luc L Frilander Mikko J MJ

Scientific data 20160510

The full exploration of gene-environment interactions requires model organisms with well-characterized ecological interactions in their natural environment, manipulability in the laboratory and genomic tools. The waterflea Daphnia magna is an established ecological and toxicological model species, central to the food webs of freshwater lentic habitats and sentinel for water quality. Its tractability and cyclic parthenogenetic life-cycle are ideal to investigate links between genes and the enviro ...[more]

PMID: 27164179

Similar Datasets

Project description:A major challenge in ecotoxicology is accurately and sufficiently measuring chemical exposures and biological effects given the presence of complex and dynamic contaminant mixtures in surface waters. It is impractical to quantify all chemicals in such matrices over space and time, and even if it were practical, concomitant biological effects would not be elucidated. Our study examined the performance of the Daphnia magna transcriptome to detect distinct responses across three water sources in Minnesota: laboratory (well) waters, wetland waters, and storm waters. Pyriproxyfen was included as a gene expression and male neonate production positive control to examine whether gene expression resulting from exposure to this well-studied juvenoid hormone analog can be detected in complex matrices. Laboratory-reared (<24 h) D. magna were exposed to a water source and/or pyriproxyfen for 16 days to monitor phenotypic changes or 96 h to examine gene expression responses using Illumina HiSeq 2500 (10 million reads per library, 50-bp paired end [2 × 50]). The results indicated that a unique gene expression profile was produced for each water source. At 119 ng/L pyriproxyfen (~25% effect concentration) for male neonate production, as expected, the Doublesex1 gene was up-regulated. In descending order, gene expression patterns were most discernable with respect to pyriproxyfen exposure status, season of stormwater sample collection, and wetland quality, as indicated by the index of biological integrity. However, the biological implications of the affected genes were not broadly clear given limited genome resources for invertebrates. Our study provides support for the utility of short-term whole-organism transcriptomic testing in D. magna to discern sample type, but highlights the need for further work on invertebrate genomics. Environ Toxicol Chem 2022;41:2107-2123. © 2022 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.

Project description:Microarray analyses were used to evaluate patterns of gene transcription following exposure of the waterflea Daphnia magna to two natural and one anthropogenic stressor. cDNA microarrays compiled of three life stage specific and three stressor-specific EST libraries, yielding 1734 different EST sequences, were used. We exposed the water flea Daphnia magna to three stressors known to exert strong selection in natural populations of this species i.e. a sublethal concentration of the pesticide carbaryl, infective spores of the endoparasite Pasteuria ramosa, and fish predation risk mimicked by exposure to fish kairomones. A total of 148 gene fragments were differentially expressed compared to the control. Most gene fragments were downregulated under stress (82.4% downregulation compared to 17.6% upregulation) irrespective of the treatment. In approximately 5% of the cases up- or downregulation depended on stressor identity. Based on a PCA, we could identify two different groups within our exposure treatments: small and big gene expression differences compared to the control condition. The treatments parasite 96h exposure, carbaryl 144h of exposure and fish 144h of exposure are combined in the high stress group. 26 samples x 2 biological replicates were analysed in a carriage wheel design (Khanin & Wit, 2005; Knapen et al., 2009) with a reference sample composed of a clutch of non-exposed D. magna that were collected at different time points ranging from 0-24h until three weeks old. The 26 samples included: 4 treatments (control, carbaryl, fish and parasite exposure) x three time points (48h, 96h and 144h) x 2 replicates + 2 start samples (non-exposed individuals younger than 24h old). This led to 52 different microarray hybridizations: 26 hybridizations for the inner part of the wheel, where every sample is hybridized against the reference, and another 26 for the outer part. Color flip experiments were incorporated per sample to fulfill the conditions of technical replicates on the level of labelling; every stressor-time combination was included at least once in red and once in green. One hybridization in the outer part of the wheel had technical problems, and is not included here.

Dataset Information

Daphnia magna transcriptome by RNA-Seq across 12 environmental stressors.

Publications

Daphnia magna transcriptome by RNA-Seq across 12 environmental stressors.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets