Evidence map›Paper›PMID 42864650›Full record

ArticleMolecular horticulture2026

Machine learning-guided leaf margin classification and discovery that BcPHB promoter selection rewires a BcPHB-BcLMI1 module to shape leaf margins in Brassica campestris.

Jingwen Chen, Airong Li, Tianqi Wu, Zhenyu Huang, Xiyao Li, Shan Xu, Yujie Wu, Yuan Tian, Weiwei Chen, Xinhua Quan and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

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

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0citing papers in PubMed
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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

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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

14 authors.

Jingwen ChenLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China.
Airong LiLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China.
Tianqi WuLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China.
Zhenyu HuangCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China.
Xiyao LiCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China.
Shan XuCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China.
Yujie WuLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China.
Yuan TianLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China.
Weiwei ChenZhejiang Provincial Key Laboratory of Wetland Intelligent Monitoring and Ecological Restoration, Zhejiang-Canada Joint Laboratory on Biodiversity and Global Change, College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, 310036, China.
Xinhua QuanJiaxing Academy of Agricultural Sciences, Jiaxing, 314000, China.
Xiangtan YaoJiaxing Academy of Agricultural Sciences, Jiaxing, 314000, China.
Sue LinInstitute of Life Sciences, Wenzhou University, Wenzhou, 325000, China.
Xuping FengCollege of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China. fengxp@zju.edu.cn.
Li HuangLaboratory of Cell & Molecular Biology, Institute of Vegetable Science, Zhejiang University, Hangzhou, 310058, China. lihuang@zju.edu.cn.ORCID http://orcid.org/0000-0002-4638-9678

Funding

the Grand Science and Technology Special Project of Zhejiang Province 2021C02065the Key R&D Program of Zhejiang 2022C02032the Science and Technology Plan Project of Jiaxing 2023AZ11002
6 · The paper itself

Abstract

The morphological diversification of leaf margins reflects the evolutionary reshaping of conserved developmental programs. However, fully deciphering the underlying molecular basis remains challenging due to difficulties in phenotype quantification and the incomplete characterization of complex regulatory networks. In this study, we established a computer-vision framework to decode leaf lobe trait and identified the HD-ZIP III factor PHABULOSA (BcPHB), combining genome-wide association studies (GWAS) and selective sweep analysis in Brassica campestris. We found that promoter variation defines two major haplotypes, BcPHB

Indexed as

Digital phenotypingDomesticationHD-ZIP transcription factorLeaf developmentMorphological diversification

Identifiers

PMID42864650
PMCPMC13660319

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