Evidence map›Paper›PMID 42211479›Full record

ArticleFrontiers in plant science2026

A multi-model genotype × environment interaction analysis discerning phenotypic plasticity of the strong culm trait in rice.

Akshay Mamidi, Krishna Lavuri, Jyothi Badri, S V Sai Prasad, Raman Menakshi Sundaram

Abstract read
PubMed Full text at PMC Publisher
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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Candidate genes identification for internode length in rice via genome-wide association studies.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    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

5 authors.

Akshay MamidiCrop Improvement Section, Indian Council of Agricultural Research-Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India.
Krishna LavuriDepartment of Genetics and Plant breeding, Professor Jayashankar Telangana Agricultural University (PJTAU), Hyderabad, India.
Jyothi BadriCrop Improvement Section, Indian Council of Agricultural Research-Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India.
S V Sai PrasadCrop Improvement Section, Indian Council of Agricultural Research-Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India.
Raman Menakshi SundaramCrop Improvement Section, Indian Council of Agricultural Research-Indian Institute of Rice Research (ICAR-IIRR), Hyderabad, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A strong culm is a key trait for reducing lodging in rice, arising from the intricate coaction of morphological and environmental factors. As both grain yield (GY) and culm strength (CS) are complex traits, modeling genotype × environment interaction (G × E) and quantifying genotypic stability are essential for recommending genotypes in multi-environment trials (METs). We evaluated a selected set of recombinant inbred lines (RILs) derived from

Indexed as

AMMIBLUPsclimate resilient riceculm strengthGGElodging resistanceMTSIstability analysis

Identifiers

PMID42211479
PMCPMC13212538

What OpenQuestion holds

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Registered trials

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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.