Evidence map›Paper›PMID 25667316›Full record

ArticlePlant physiology2015

Integrated metabolomics and transcriptomics reveal enhanced specialized metabolism in Medicago truncatula root border cells.

Bonnie S Watson, Mohamed F Bedair, Ewa Urbanczyk-Wochniak, David V Huhman, Dong Sik Yang, Stacy N Allen, Wensheng Li, Yuhong Tang, Lloyd W Sumner

Open access · hybridAbstract read
In one paragraph

Article in Plant physiology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed
16.6field-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

42 citing papers in PubMed, 125 citations in OpenAlex.

  1. Trial
  2. Article
  3. Review
  4. Review
  5. Mobile gene clusters and coexpressed plant-rhizobium pathways drive partner quality variation in symbiosis.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  6. Article
  7. Differential root zone secretions and the role of root border cells in rhizosphere manipulation.Phytochemistry reviews : proceedings of the Phytochemical Society of Europe · 2025
    Review
  8. Review
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Review
  15. Review
  16. AMetabolites · 2021
    Article
  17. Article
  18. Article
  19. Recent Advances in Carbon and Nitrogen Metabolism in C3 Plants.International journal of molecular sciences · 2020
    Review
  20. 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

9 authors at 2 institutions in 1 country.

Bonnie S WatsonSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Mohamed F BedairSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Ewa Urbanczyk-WochniakSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
David V HuhmanSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Dong Sik YangSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Stacy N AllenSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Wensheng LiSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Yuhong TangSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.).
Lloyd W SumnerSamuel Roberts Noble Foundation, Plant Biology Division, Ardmore, Oklahoma 73401 (B.S.W., D.V.H., D.S.Y., S.N.A., W.L., Y.T., L.W.S.); andMonsanto Company, St. Louis, Missouri 63167 (M.F.B., E.U.-W.) lwsumner@noble.org.
Noble Research Institute · USMonsanto (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Integrated metabolomics and transcriptomics of Medicago truncatula seedling border cells and root tips revealed substantial metabolic differences between these distinct and spatially segregated root regions. Large differential increases in oxylipin-pathway lipoxygenases and auxin-responsive transcript levels in border cells corresponded to differences in phytohormone and volatile levels compared with adjacent root tips. Morphological examinations of border cells revealed the presence of significant starch deposits that serve as critical energy and carbon reserves, as documented through increased β-amylase transcript levels and associated starch hydrolysis metabolites. A substantial proportion of primary metabolism transcripts were decreased in border cells, while many flavonoid- and triterpenoid-related metabolite and transcript levels were increased dramatically. The cumulative data provide compounding evidence that primary and secondary metabolism are differentially programmed in border cells relative to root tips. Metabolic resources normally destined for growth and development are redirected toward elevated accumulation of specialized metabolites in border cells, resulting in constitutively elevated defense and signaling compounds needed to protect the delicate root cap and signal motile rhizobia required for symbiotic nitrogen fixation. Elevated levels of 7,4'-dihydroxyflavone were further increased in border cells of roots exposed to cotton root rot (Phymatotrichopsis omnivora), and the value of 7,4'-dihydroxyflavone as an antimicrobial compound was demonstrated using in vitro growth inhibition assays. The cumulative and pathway-specific data provide key insights into the metabolic programming of border cells that strongly implicate a more prominent mechanistic role for border cells in plant-microbe signaling, defense, and interactions than envisioned previously.

Indexed as

Gene Expression Regulation, PlantMedicago truncatulaMetabolomicsTranscriptomeAscomycotaFlavonoidsModels, BiologicalNitrogen FixationPlant DiseasesPlant Growth RegulatorsPlant RootsRhizobiumRoot Nodules, PlantSymbiosisFlavonoidsPlant Growth Regulators

Identifiers

PMID25667316
PMCPMC4378151
OpenAlexW2017543250

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.