Evidence map›Paper›PMID 39955329›Full record

ArticleScientific reports2025

Role of functional genes for seed vigor related traits through genome-wide association mapping in finger millet (Eleusine coracana L. Gaertn.).

Netyam Kannababu, Sandeep Nanjundappa, Neha Narayanan, Mani Vetriventhan, Ronda Venkateswarlu, Indra Kanta Das, Arutla Srikanth, Aswini Viswanath, Swati Singh, Renuka Malipatil and 2 more

Erratum issuedAbstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
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

9 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Netyam KannababuSeed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India. kannababu@millets.res.in.
Sandeep NanjundappaGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Neha NarayananGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Mani VetriventhanInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Hyderabad, India.
Ronda VenkateswarluBiochemistry Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Indra Kanta DasPlant Pathology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Arutla SrikanthSeed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Aswini ViswanathGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Swati SinghGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Renuka MalipatilGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India.
Tara C SatyavathiGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India. csatyavathi@gmail.com.
Nepolean ThirunavukkarasuGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Rajendranagar, Hyderabad, 500030, India. nepolean@millets.res.in.

Funding

Science and Engineering Research Board (SERB), Department of Science and Technology, Government of India CRG/2021/000477
6 · The paper itself

Abstract

Finger millet (Eleusine coracana (L.) Gaertn.) is a calcium-rich, nutritious and resilient crop that thrives even in harsh environmental conditions. In such ecologies, seed longevity and seedling vigor are crucial for sustainable crop production amid climate change. The current study explores the genetics of accelerated aging on seed longevity traits across 221 diverse accessions of finger millet through genome-wide association approach (GWAS). A significant variation was identified in germination percentage, germination rate indices, mean germination time, seedling vigor indices and dry weight upon aging treatment. GWAS model from 11,832 high-quality SNPs identified through Genotyping-by-Sequencing (GBS) approach produced 491 marker-trait associations (MTAs) for 27 traits, of which 54 were FDR-corrected. A pleiotropic SNP, FM_SNP_9478 identified on chromosome 7B was associated with the traits viz., germination after aging, germination index after aging and their relative measures. Functional annotation revealed DET1 and expansin-A2 influenced seed coat integrity, critical for germination and aging resilience. Probable protein phosphatase 2C3 and piezo-type ion channels contributed to mechanical sensing and stress adaptation in seeds. Beta-amylase and acetyl-CoA carboxylase 2 were identified for seed metabolism and stress response. These insights lay the framework for targeted breeding efforts to improve seed quality and resilience under diverse production conditions.

Indexed as

EleusineGenes, PlantGenome-Wide Association StudySeedsChromosome MappingGenotypeGerminationPhenotypePolymorphism, Single NucleotideQuantitative Trait LociAccelerated agingAssociation mappingFinger milletFunctional genesSeedling vigorSeed longevity

Identifiers

PMID39955329
PMCPMC11830018

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.