ArticlePlant physiology2016
Comparative Transcriptomic Approaches Exploring Contamination Stress Tolerance in Salix sp. Reveal the Importance for a Metaorganismal de Novo Assembly Approach for Nonmodel Plants.
Article in Plant physiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 21 citations in OpenAlex.
- Article
- Mechanistic Insights into the Abiotic Stress Adaptation ofCurrent issues in molecular biology · 2025Review
- Expression Quantitative Trait Locus of Wood Formation-Related Genes inInternational journal of molecular sciences · 2023Article
- Soil fauna-microbial interactions shifts fungal and bacterial communities under a contamination disturbance.PloS one · 2023Article
- Transcriptome Analysis ofFrontiers in plant science · 2021Article
- ANCHOR: a 16S rRNA gene amplicon pipeline for microbial analysis of multiple environmental samples.Environmental microbiology · 2019Article
- Comparative genomics and transcriptomics analysis reveals evolution patterns of selection in the Salix phylogeny.BMC genomics · 2019Article
- Trees, fungi and bacteria: tripartite metatranscriptomics of a root microbiome responding to soil contamination.Microbiome · 2018Article
- Soil contamination alters the willow root and rhizosphere metatranscriptome and the root-rhizosphere interactome.The ISME journal · 2018Article
- Transcriptomic Response of Purple Willow (Frontiers in plant science · 2017Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Metatranscriptomic study of nonmodel organisms requires strategies that retain the highly resolved genetic information generated from model organisms while allowing for identification of the unexpected. A real-world biological application of phytoremediation, the field growth of 10 Salix cultivars on polluted soils, was used as an exemplar nonmodel and multifaceted crop response well-disposed to the study of gene expression. Sequence reads were assembled de novo to create 10 independent transcriptomes, a global transcriptome, and were mapped against the Salix purpurea 94006 reference genome. Annotation of assembled contigs was performed without a priori assumption of the originating organism. Global transcriptome construction from 3.03 billion paired-end reads revealed 606,880 unique contigs annotated from 1588 species, often common in all 10 cultivars. Comparisons between transcriptomic and metatranscriptomic methodologies provide clear evidence that nonnative RNA can mistakenly map to reference genomes, especially to conserved regions of common housekeeping genes, such as actin, α/β-tubulin, and elongation factor 1-α. In Salix, Rubisco activase transcripts were down-regulated in contaminated trees across all 10 cultivars, whereas thiamine thizole synthase and CP12, a Calvin Cycle master regulator, were uniformly up-regulated. De novo assembly approaches, with unconstrained annotation, can improve data quality; care should be taken when exploring such plant genetics to reduce de facto data exclusion by mapping to a single reference genome alone. Salix gene expression patterns strongly suggest cultivar-wide alteration of specific photosynthetic apparatus and protection of the antenna complexes from oxidation damage in contaminated trees, providing an insight into common stress tolerance strategies in a real-world phytoremediation system.
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Registered trials
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