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Article

Evaluation of 3D seed structure and cellular traits in-situ using X-ray microscopy.

Scientific reports - 6 Feb 2025

Griffiths Marcus, Gautam Barsanti, Lebow Clara, Duncan Keith, Ding Xinxin, Handakumbura Pubudu, Sedbrook John C, Topp Christopher N

Abstract excerpt

Phenotyping methods for seed morphology are mostly limited to two-dimensional imaging or manual measures. In this study, we present a novel seed phenotyping approach utilizing lab-based X-ray microscopy (XRM) to characterize 3D seed morphology, internal structures, and cellular analysis from a single scan. Seeds of pennycress (Thlaspi arvense L.) an oilseed cover crop, were scanned and segmented using a machine...

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Identifiers

PMID: 39920283
DOI: 10.1038/s41598-025-88482-7
PMCID: PMC11806065

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026.

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