Evidence map›Paper›PMID 40877247›Full record

ArticleScientific data2025

De novo transcriptome assembly and annotation of the common freshwater amphipod (Gammarus pulex) a valuable resource for ecotoxicogenomics.

Camilo Escobar-Sierra, Sameer Hassan, Fabian G Weichert, Henrik Aronsson, Kathrin P Lampert, Henner Hollert, Thomas Backhaus, Pedro A Inostroza

Abstract readDataset
In one paragraph

Article in Scientific data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Camilo Escobar-SierraInstitute for Environmental Research, RWTH Aachen University, Aachen, Germany.ORCID 0000-0001-9105-4378
Sameer HassanDepartment of Biological and Environmental Science, University of Gothenburg, Gothenburg, Sweden.
Fabian G WeichertDepartment of Evolutionary Ecology & Environmental Toxicology (E3T), Faculty of Biological Sciences, Goethe University Frankfurt, Frankfurt, Germany.
Henrik AronssonDepartment of Biological and Environmental Science, University of Gothenburg, Gothenburg, Sweden.
Kathrin P LampertInstitute of Zoology, University of Cologne, Cologne, Germany.
Henner HollertDepartment of Evolutionary Ecology & Environmental Toxicology (E3T), Faculty of Biological Sciences, Goethe University Frankfurt, Frankfurt, Germany.
Thomas BackhausInstitute for Environmental Research, RWTH Aachen University, Aachen, Germany.
Pedro A InostrozaInstitute for Environmental Research, RWTH Aachen University, Aachen, Germany. pedro.inostroza@rwth-aachen.de.ORCID 0000-0001-7399-8308

Funding

Svenska Forskningsrådet Formas (Swedish Research Council Formas) 2020-00976
6 · The paper itself

Abstract

This study presents de novo transcriptome assemblies for Gammarus pulex, a freshwater amphipod widely used in ecotoxicology due to its ecological importance and sensitivity to pollution. Specimens were collected from 13 river sites in Germany and Sweden, encompassing a gradient of micropollutant exposure. Using high-throughput RNA sequencing, we generated transcriptomes for German, Swedish, and combined populations. The assemblies yielded up to 170,000 transcripts with strong metrics, including N50 values over 1,500 base pairs and completeness scores approaching 89%. Functional annotation revealed over 123,000 unique protein hits, nearly 99,000 BLASTx matches, and approximately 30,000 annotated KEGG pathways. We also identified thousands of conserved domains, signal peptides, and transmembrane proteins. These comprehensive resources provide valuable molecular insight into the stress responses of Gammarus pulex and will facilitate the development of gene-based biomarkers for freshwater monitoring. By improving the molecular toolkit for this key sentinel species, our study supports broader applications of ecotoxicogenomics in environmental assessment and conservation.

Indexed as

AmphipodaTranscriptomeAnimalsEcotoxicologyFresh WaterGermanyMolecular Sequence AnnotationSwedenToxicogenetics

Identifiers

PMID40877247
PMCPMC12394684

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.