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Skeleton-guided 3D digitization standardizes complex trait phenotyping and supports reproducible locus discovery in cucumber.

TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik - 3 Jun 2026

Qian Tingting, Liu Wanyi, Chen Yue, Zheng Xiuguo, Li Linyi, Cai Run, Pan Junsong, Wen Haifan, Pan Jian

Abstract excerpt

Accurate and standardized phenotyping of complex, environmentally sensitive quantitative traits remains a major bottleneck for reliable locus discovery and breeding applications. Here, we established a skeleton-guided 3D digital phenotyping framework that generates standardized digital replicas and enables precise quantification of fruit and plant architecture traits in cucumber. The workflow was applied to a...

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PMID: 42234102
DOI: 10.1007/s00122-026-05266-x

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026.

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