Evidence map›Paper›PMID 23012438›Full record

ArticleThe Plant cell2012

A systems biology view of responses to lignin biosynthesis perturbations in Arabidopsis.

Ruben Vanholme, Véronique Storme, Bartel Vanholme, Lisa Sundin, Jørgen Holst Christensen, Geert Goeminne, Claire Halpin, Antje Rohde, Kris Morreel, Wout Boerjan

Open access · bronzeAbstract read
In one paragraph

Article in The Plant cell, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 177 papers.

0numbers the graph read from it
0cells of the map it votes in
177citing papers in PubMed
10.7field-weighted citation impact, top 1% 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

177 citing papers in PubMed, 360 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Review
  10. Article
  11. Article
  12. Genome-Wide Characterization of the Phosphofructokinase Gene Family inInternational journal of molecular sciences · 2025
    Article
  13. Article
  14. Deciphering the regulatory network of lignocellulose biosynthesis in bread wheat through genome-wide association studies.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
  15. Article
  16. GM crops & food · 2024
    Article
  17. Article
  18. MENTOR: Multiplex Embedding of Networks for Team-Based Omics Research.bioRxiv : the preprint server for biology · 2024
    Article
  19. Pearl millet a promising fodder crop for changing climate: a review.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2024
    Review
  20. Article

117 more citing papers are in PubMed but not listed here.

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

10 authors at 3 institutions in 2 countries.

Ruben VanholmeDepartment of Plant Systems Biology, VIB, B-9052 Ghent, Belgium.
Véronique Storme
Bartel Vanholme
Lisa Sundin
Jørgen Holst Christensen
Geert Goeminne
Claire Halpin
Antje Rohde
Kris Morreel
Wout Boerjan
Ghent University · BEVIB-UGent Center for Plant Systems Biology · BEUniversity of Dundee · GB

Funding

Biotechnology and Biological Sciences Research Council BB/G016232/1
6 · The paper itself

Abstract

Lignin engineering is an attractive strategy to improve lignocellulosic biomass quality for processing to biofuels and other bio-based products. However, lignin engineering also results in profound metabolic consequences in the plant. We used a systems biology approach to study the plant's response to lignin perturbations. To this end, inflorescence stems of 20 Arabidopsis thaliana mutants, each mutated in a single gene of the lignin biosynthetic pathway (phenylalanine ammonia-lyase1 [PAL1], PAL2, cinnamate 4-hydroxylase [C4H], 4-coumarate:CoA ligase1 [4CL1], 4CL2, caffeoyl-CoA O-methyltransferase1 [CCoAOMT1], cinnamoyl-CoA reductase1 [CCR1], ferulate 5-hydroxylase [F5H1], caffeic acid O-methyltransferase [COMT], and cinnamyl alcohol dehydrogenase6 [CAD6], two mutant alleles each), were analyzed by transcriptomics and metabolomics. A total of 566 compounds were detected, of which 187 could be tentatively identified based on mass spectrometry fragmentation and many were new for Arabidopsis. Up to 675 genes were differentially expressed in mutants that did not have any obvious visible phenotypes. Comparing the responses of all mutants indicated that c4h, 4cl1, ccoaomt1, and ccr1, mutants that produced less lignin, upregulated the shikimate, methyl-donor, and phenylpropanoid pathways (i.e., the pathways supplying the monolignols). By contrast, f5h1 and comt, mutants that provoked lignin compositional shifts, downregulated the very same pathways. Reductions in the flux to lignin were associated with the accumulation of various classes of 4-O- and 9-O-hexosylated phenylpropanoids. By combining metabolomic and transcriptomic data in a correlation network, system-wide consequences of the perturbations were revealed and genes with a putative role in phenolic metabolism were identified. Together, our data provide insight into lignin biosynthesis and the metabolic network it is embedded in and provide a systems view of the plant's response to pathway perturbations.

Indexed as

MetabolomeSystems BiologyTranscriptomeArabidopsisArabidopsis ProteinsBiosynthetic PathwaysChromatography, High Pressure LiquidCluster AnalysisGas Chromatography-Mass SpectrometryGene Expression Regulation, PlantInflorescenceLigninMass SpectrometryMutationPhenolsPhenotypeArabidopsis ProteinsLigninPhenolsPhenylpropionates

Identifiers

PMID23012438
PMCPMC3480285
OpenAlexW2036839854

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.