Evidence map›Paper›PMID 35961690›Full record

ArticleJournal of experimental botany2022

Genetic modification of PIN genes induces causal mechanisms of stay-green drought adaptation phenotype.

Andrew K Borrell, Albert C S Wong, Barbara George-Jaeggli, Erik J van Oosterom, Emma S Mace, Ian D Godwin, Guoquan Liu, John E Mullet, Patricia E Klein, Graeme L Hammer and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Journal of experimental botany, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
6.3field-weighted citation impact, top 4% 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

14 citing papers in PubMed, 33 citations in OpenAlex.

  1. Review
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  7. Review
  8. Cellular and Molecular Regulatory Signals in Root Growth and Development.International journal of molecular sciences · 2025
    Article
  9. Sorghum as a monocot model for drought research.Frontiers in plant science · 2025
    Review
  10. Article
  11. Article
  12. Genetic dissection of root architecture in Ethiopian sorghum landraces.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2023
    Article
  13. Review
  14. 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

13 authors at 2 institutions in 2 countries.

Andrew K BorrellUniversity of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Warwick, QLD 4370, Australia.ORCID 0000-0002-6356-6533
Albert C S WongUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.ORCID 0000-0001-8422-0083
Barbara George-JaeggliUniversity of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Warwick, QLD 4370, Australia.ORCID 0000-0002-9711-2759
Erik J van OosteromUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.ORCID 0000-0003-4886-4038
Emma S MaceUniversity of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Warwick, QLD 4370, Australia.ORCID 0000-0002-5337-8168
Ian D GodwinUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.ORCID 0000-0002-4006-4426
Guoquan LiuUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.
John E MulletDepartment of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA.ORCID 0000-0003-2502-2671
Patricia E KleinDepartment of Horticultural Sciences, Texas A&M University, College Station, TX 77843, USA.ORCID 0000-0002-5704-1052
Graeme L HammerUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.ORCID 0000-0002-1180-7374
Greg McLeanUniversity of Queensland, QAAFI, Brisbane, QLD 4072, Australia.
Colleen HuntAgri-Science Queensland, Department of Agriculture & Fisheries, Warwick, QLD 4370, Australia.ORCID 0000-0001-8359-5318
David R JordanUniversity of Queensland, Queensland Alliance for Agriculture and Food Innovation (QAAFI), Warwick, QLD 4370, Australia.ORCID 0000-0002-8128-1304
The University of Queensland · AUTexas A&M University · US

Funding

Australian Research Council DP190102185Grains Research and Development Corporation DAQ00177
6 · The paper itself

Abstract

The stay-green trait is recognized as a key drought adaptation mechanism in cereals worldwide. Stay-green sorghum plants exhibit delayed senescence of leaves and stems, leading to prolonged growth, a reduced risk of lodging, and higher grain yield under end-of-season drought stress. More than 45 quantitative trait loci (QTL) associated with stay-green have been identified, including two major QTL (Stg1 and Stg2). However, the contributing genes that regulate functional stay-green are not known. Here we show that the PIN FORMED family of auxin efflux carrier genes induce some of the causal mechanisms driving the stay-green phenotype in sorghum, with SbPIN4 and SbPIN2 located in Stg1 and Stg2, respectively. We found that nine of 11 sorghum PIN genes aligned with known stay-green QTL. In transgenic studies, we demonstrated that PIN genes located within the Stg1 (SbPIN4), Stg2 (SbPIN2), and Stg3b (SbPIN1) QTL regions acted pleiotropically to modulate canopy development, root architecture, and panicle growth in sorghum, with SbPIN1, SbPIN2, and SbPIN4 differentially expressed in various organs relative to the non-stay-green control. The emergent consequence of such modifications in canopy and root architecture is a stay-green phenotype. Crop simulation modelling shows that the SbPIN2 phenotype can increase grain yield under drought.

Indexed as

DroughtsSorghumAdaptation, PhysiologicalEdible GrainPhenotypeQuantitative Trait LociCanopy developmentcerealsdrought adaptationPIN genesroot architecturestay-green

Identifiers

PMID35961690
PMCPMC9629789
OpenAlexW4291285835

What OpenQuestion holds

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LicenceCC BY
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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.