Evidence map›Paper›PMID 40941884›Full record

ArticlePlants (Basel, Switzerland)2025

Adaptability and Stability of Proso Millet Grain Yield: A Multi-Environment Evaluation Using AMMI, GGE, and GYT Biplots.

Jin Zhang, Mengyao Wang, Chengyu Peng, Hong Chen, Xiaoning Cao

Abstract read
In one paragraph

Article in Plants (Basel, Switzerland), 2025. 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

5 authors.

Jin ZhangCenter for Agricultural Genetic Resources Research, Shanxi Agricultural University, Taiyuan 030031, China.
Mengyao WangCenter for Agricultural Genetic Resources Research, Shanxi Agricultural University, Taiyuan 030031, China.
Chengyu PengCollege of Agriculture, Shanxi Agricultural University, Jinzhong 030801, China.
Hong ChenShanxi Seed Industry Development Center, Taiyuan 030006, China.
Xiaoning CaoCenter for Agricultural Genetic Resources Research, Shanxi Agricultural University, Taiyuan 030031, China.

Funding

the earmarked fund for CARS CARS-06-14.5-A16the earmarked fund for Modern Agro-Industry Technology Research System 2025CYJSTX03-23the Shanxi Provincial Key Research and Development 202402140601002
6 · The paper itself

Abstract

A pivotal food crop in arid and semi-arid zones, proso millet boasts remarkable economic value, making the breeding of stable high-yield varieties critical for industrial sustainability. This study employed a randomized complete block design to conduct a two-year multi-environment trial on nine new varieties across six representative spring-sown test regions in China. Analytical tools, including additive main effects and multiplicative interaction (AMMI) biplots, AMMI stability values (ASV), genotype and genotype × environment (GGE) models, and genotype by yield-trait (GYT) biplots were utilized to assess genotype-environment (G × E) interactions and screen superior genotypes. AMMI variance analysis showed extremely significant effects of genotype, environment, and G × E on yield traits (

Indexed as

AMMIASVgenotype × environment interactionGGE biplotGYT biplotproso millet

Identifiers

PMID40941884
PMCPMC12430487

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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.