Evidence map›Paper›PMID 41012057›Full record

ArticlePlants (Basel, Switzerland)2025

PCA-Driven Multivariate Trait Integration in Alfalfa Breeding: A Selection Model for High-Yield and Stable Progenies.

Zhengfeng Cao, Jiaqing Li, Huanwei Lei, Mengyu Yan, Qianxi Wang, Runqin Ji, Siqi Zhang, Xueyang Min, Zhengguo Sun, Zhenwu Wei

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. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Phytochemical Characterisation of Naranjilla (Molecules (Basel, Switzerland) · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. 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

10 authors.

Zhengfeng CaoCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.ORCID 0000-0003-3020-5114
Jiaqing LiCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.ORCID 0000-0002-4856-5524
Huanwei LeiCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.ORCID 0009-0007-4062-5987
Mengyu YanCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Qianxi WangCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Runqin JiCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Siqi ZhangCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.
Xueyang MinCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.ORCID 0000-0002-9899-0246
Zhengguo SunCollege of Agro-Grassland Science, Nanjing Agricultural University, Nanjing 210095, China.ORCID 0000-0002-9456-942X
Zhenwu WeiCollege of Animal Science and Technology, Yangzhou University, Yangzhou 225009, China.ORCID 0000-0001-9246-9524

Funding

Biological Breeding-National Science and Technology Major Project 2023ZD04060Central Finance Forestry Science and Technology Extension Demonstration Project Jiangsu [2023] TG12Jiangsu Key R&D Program, "Key Technology Research on Breeding and Production Application of 'Huaiyang No. 4' Alfalfa Cultivar" BE2023383National Extension Program for Scientific and Technological Achievements in Forestry and Grassland, State Forestry and Grassland Administration 2023133122
6 · The paper itself

Abstract

Breeding improvement in alfalfa (

Indexed as

alfalfa breedinggenetic gainMedicago sativa L.multivariate selectionprincipal component analysistrait trade-offs

Identifiers

PMID41012057
PMCPMC12473214

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.