Evidence map›Paper›PMID 41829819›Full record

ArticlePlants (Basel, Switzerland)2026

Genomic Selection for Lodging-Related Traits in Double-Cropping Rice.

Wenyu Lu, Jicheng Yue, Jinzhao Liu, Xilong Yuan, Hui Wang, Tao Guo, Hong Liu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Plants (Basel, Switzerland), 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. Review
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

7 authors.

Wenyu LuCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.
Jicheng YueModern Agricultural Development Service Center of Zhongyang County, Lvliang 033400, China.
Jinzhao LiuCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.
Xilong YuanCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.
Hui WangCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.
Tao GuoCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.
Hong LiuCollege of Agriculture, South China Agricultural University, Guangzhou 510642, China.

Funding

Guangdong Province Revitalization of Seed Industry 2024NBZ00003Special Rural Revitalization Funds of Guangdong Province (Seed Industry Revitalization Project) 2024-NPY-00-002
6 · The paper itself

Abstract

Genomic selection (GS) is a promising tool to accelerate genetic gain for complex traits. In this study, we evaluated the potential of GS for the improvement of seven lodging-related traits in double-cropping rice in Southern China using 438 rice accessions. The traits examined included the length and bending resistance of the third and fourth internodes (IL3, IL4, BR3, BR4), plant height (PH), and the ratio of internode length to plant height (IL3/PH, IL4/PH). Significant phenotypic differences were observed for all traits between the two seasons. In comparisons of cross-validation and independent prediction, GBLUP and BayesLASSO outperformed LightGBM across all traits in both seasons. Across all evaluated traits, prediction accuracies (Pearson's

Indexed as

breedingdouble cropping ricegenomic selectionlodging resistance

Identifiers

PMID41829819
PMCPMC12986622

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.