Evidence map›Paper›PMID 27002060›Full record

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.

Nicholas J B Brereton, Emmanuel Gonzalez, Julie Marleau, Werther Guidi Nissim, Michel Labrecque, Simon Joly, Frederic E Pitre

Open access · greenAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
5.4field-weighted citation impact, top 6% of its field
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

10 citing papers in PubMed, 21 citations in OpenAlex.

  1. Article
  2. Mechanistic Insights into the Abiotic Stress Adaptation ofCurrent issues in molecular biology · 2025
    Review
  3. Expression Quantitative Trait Locus of Wood Formation-Related Genes inInternational journal of molecular sciences · 2023
    Article
  4. Article
  5. Transcriptome Analysis ofFrontiers in plant science · 2021
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Transcriptomic Response of Purple Willow (Frontiers in plant science · 2017
    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

7 authors at 2 institutions in 1 country.

Nicholas J B BreretonInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.) nicholas.brereton@umontreal.ca nicholas.brereton@transcriptomics.org.
Emmanuel GonzalezInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).ORCID 0000-0003-3672-1398
Julie MarleauInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).
Werther Guidi NissimInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).
Michel LabrecqueInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).
Simon JolyInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).
Frederic E PitreInstitut de recherche en biologie végétale, University of Montreal, Montreal QC H1X 2B2, Canada (N.J.B.B., E.G., J.M., M.L., S.J., F.E.P.); andMontreal Botanical Garden, Montreal, QC H1X 2B2, Canada (W.G.N., M.L., S.J., F.E.P.).
Espace pour la vie · CAUniversité de Montréal · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Gene Expression Regulation, PlantSoil PollutantsTranscriptomeAnimalsBacteriaDown-RegulationEnvironmental PollutionEnvironmental Restoration and RemediationFlowersFungiGene Expression ProfilingGenes, EssentialGenes, PlantGenome, PlantMolecular Sequence AnnotationNucleotide MappingPeptide Elongation Factor 1Plant Proteinsrca protein, plantRNA, PlantSoil PollutantsTubulin

Identifiers

PMID27002060
PMCPMC4854704
OpenAlexW2310264295

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.