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ORIGINAL RESEARCH article

Front. Plant Sci.

Sec. Technical Advances in Plant Science

Volume 16 - 2025 | doi: 10.3389/fpls.2025.1539424

Seed-to-plant-tracking: automated phenotyping of seeds and corresponding plants of Arabidopsis

Provisionally accepted
  • Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany

The final, formatted version of the article will be published soon.

    Plants adapt seed traits in response to different environmental triggers, supporting the survival of the next generation. To elucidate the mechanistic understanding of such adaptations it is important to characterize the distributions of seed traits by phenotyping seeds on an individual scale and to correlate these traits with corresponding plant properties. Here we introduce a seed-to-planttracking pipeline which enables automated handling and high precision phenotyping of Arabidopsis seeds as well as germination detection and early growth quantification of emerging plants. It includes previously published measurement platforms (phenoSeeder, Growscreen), which were improved for very small seeds. We demonstrate the performance of the pipeline by comparing seeds from two consecutive generations of elevated temperature during flowering with control seeds. Relative standard deviation of repeated seed mass measurements was reduced to 0.2 %. We identified an increase in seed mass, volume, length, width, height, and germination time as well as a darkening of the seeds under the treatment. A correlation analysis revealed relationships between seed and plant traits, e.g., a highly significant negative correlation between seed brightness and germination time, and a positive correlation between seed mass and early growth rate, but no correlation between time of emergence and morphometric seed traits (e.g., mass, volume). Thus, the seed-to-plant tracking provides the basis for investigating the mechanism of seed and plant trait variation and transgenerational inheritance.

    Keywords: Automated phenotyping, Arabidopsis thaliana, seed, Early vigor, Germination, trait distribution, seed morphology, Heat treatment

    Received: 04 Dec 2024; Accepted: 04 Apr 2025.

    Copyright: © 2025 Klasen, Fischbach, Sydoruk, Kochs, Bühler, Koller and Huber. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence:
    Robert Koller, Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany
    Gregor Johannes Huber, Plant Sciences (IBG-2), Forschungszentrum Jülich GmbH, Jülich, Germany

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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