Evidence map›Paper›PMID 36006832›Full record

ArticleJournal of experimental botany2022

Characterization of 'QTL-hotspot' introgression lines reveals physiological mechanisms and candidate genes associated with drought adaptation in chickpea.

Rutwik Barmukh, Manish Roorkiwal, Girish P Dixit, Prasad Bajaj, Jana Kholova, Millicent R Smith, Annapurna Chitikineni, Chellapilla Bharadwaj, Sheshshayee M Sreeman, Abhishek Rathore and 6 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 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
6.5field-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

16 citing papers in PubMed, 34 citations in OpenAlex.

  1. Superior haplotypes for transforming crop breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    Review
  2. Article
  3. Article
  4. Article
  5. Genetic control of stem elongation in common bean and the influence of age and flowering time.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025
    Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. 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

16 authors at 11 institutions in 4 countries.

Rutwik BarmukhCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.ORCID 0000-0002-2740-8992
Manish RoorkiwalCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.ORCID 0000-0001-6595-281X
Girish P DixitICAR - Indian Institute of Pulses Research (IIPR), Kanpur, India.
Prasad BajajCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Jana KholovaCrops Physiology & Modeling, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Millicent R SmithCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Annapurna ChitikineniCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Chellapilla BharadwajThe UWA Institute of Agriculture, The University of Western Australia, Perth, Western Australia, Australia.
Sheshshayee M SreemanDepartment of Crop Physiology, University of Agricultural Sciences, Bengaluru, India.
Abhishek RathoreCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.
Shailesh TripathiICAR - Indian Agricultural Research Institute (IARI), Delhi, India.
Mohammad YasinRAK College of Agriculture, Rajmata Vijayaraje Scindia Krishi Vishwa Vidyalaya, Gwalior, India.
Adiveppa G VijayakumarUAS-Dharwad Regional Agricultural Research Station, Vijayapura, India.
Someswar Rao SagurthiDepartment of Genetics, Osmania University, Hyderabad, India.
Kadambot H M SiddiqueThe UWA Institute of Agriculture, The University of Western Australia, Perth, Western Australia, Australia.
Rajeev K VarshneyCentre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India.ORCID 0000-0002-4562-9131
International Crops Research Institute for the Semi-Arid Tropics · INThe University of Western Australia · AUCzech University of Life Sciences Prague · CZIndian Agricultural Research Institute · INIndian Institute of Pulses Research · INIndian Institute of Technology Dharwad · INJawaharlal Nehru Krishi Vishwa Vidyalaya · INMurdoch University · AUOsmania University · INThe University of Queensland · AUUniversity of Agricultural Sciences, Bangalore · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

'QTL-hotspot' is a genomic region on linkage group 04 (CaLG04) in chickpea (Cicer arietinum) that harbours major-effect quantitative trait loci (QTLs) for multiple drought-adaptive traits, and it therefore represents a promising target for improving drought adaptation. To investigate the mechanisms underpinning the positive effects of 'QTL-hotspot' on seed yield under drought, we introgressed this region from the ICC 4958 genotype into five elite chickpea cultivars. The resulting introgression lines (ILs) and their parents were evaluated in multi-location field trials and semi-controlled conditions. The results showed that the 'QTL-hotspot' region improved seed yield under rainfed conditions by increasing seed weight, reducing the time to flowering, regulating traits related to canopy growth and early vigour, and enhancing transpiration efficiency. Whole-genome sequencing data analysis of the ILs and parents revealed four genes underlying the 'QTL-hotspot' region associated with drought adaptation. We validated diagnostic KASP markers closely linked to these genes using the ILs and their parents for future deployment in chickpea breeding programs. The CaTIFY4b-H2 haplotype of a potential candidate gene CaTIFY4b was identified as the superior haplotype for 100-seed weight. The candidate genes and superior haplotypes identified in this study have the potential to serve as direct targets for genetic manipulation and selection for chickpea improvement.

Indexed as

CicerGenomicsChickpeaCicer arietinumdrought stresshaplotypesintrogression lineslegumemarker-assisted backcrossingtranspiration efficiencywhole-genome sequencing

Identifiers

PMID36006832
PMCPMC9730794
OpenAlexW4293103993

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.