Evidence map›Paper›PMID 41988416›Full record

ArticleFrontiers in plant science2026

Pleiotropic SNPs and genes linked to enhanced seed longevity and vigor for climate resilient pearl millet production.

Netyam Kannababu, Sandeep Nanjundappa, Renuka Malipatil, Bharathi Chunduri, Arutla Srikanth, Ronda Venkateswarlu, Jinu Jacob, Vijayakumar M Malathi, Tara Chellapilla Satyavathi, Nepolean Thirunavukkarasu

Abstract read
In one paragraph

Article in Frontiers in plant science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Netyam KannababuSeed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Sandeep NanjundappaGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Hyderabad, India.
Renuka MalipatilGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Hyderabad, India.
Bharathi ChunduriGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Hyderabad, India.
Arutla SrikanthSeed Science and Technology Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Ronda VenkateswarluBiochemistry Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Jinu JacobBiotechnology Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Vijayakumar M MalathiBiochemistry Lab, ICAR-Indian Institute of Millets Research, Hyderabad, India.
Tara Chellapilla SatyavathiGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Hyderabad, India.
Nepolean ThirunavukkarasuGenomics and Molecular Breeding Lab, Global Centre of Excellence on Millets (Shree Anna), ICAR-Indian Institute of Millets Research, Hyderabad, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Seed longevity and vigor are critical factors for sustainable crop production, particularly in environments prone to stress, where consistent germination and seedling establishment are crucial. This study investigates the genetic architecture underlying seed longevity and vigor traits in pearl millet (

Indexed as

accelerated agingclimate resiliencegenome-wide association studymarker-trait associationpearl millet

Identifiers

PMID41988416
PMCPMC13076119

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.