Wide-range segmentation of cotyledon epidermal cells for morphometrical analysis and mechanical simulation

Kotomi Kikukawa, Ryota Sato, Masaaki Iwamoto, Takumi Higaki

    Research output: Contribution to journalReview articlepeer-review

    2 Citations (Scopus)

    Abstract

    Cell segmentation from microscopic images is conventionally used to investigate cell morphology. However, the time expense for manual segmentation becomes extreme with increasing numbers of cells to be analyzed. Recent progress in automated image analysis techniques can facilitate efficient and accurate cell segmentation in wide-range confocal images. Pavement cells, which mainly comprise the epidermal tissue of plant leaves, show jigsaw puzzle-like shapes and provide a model for elucidating the mechanisms underlying the complex morphology of plant cells. This mini-review demonstrates the effectiveness of using a confocal image processing pipeline for morphometric analysis and mechanical simulation using Arabidopsis thaliana cotyledon pavement cells as an example. We examined A. thaliana cotyledon surfaces using wide-range confocal images and used an image processing pipeline in ImageJ software to extract epidermal cell contours. We then used the segmented epidermal cell images to provide examples of how this information can be used for morphometry and mechanical simulation. The use of this high-throughput segmentation method is not limited to plant epidermal tissue and can be applied to various biological materials. Therefore, our approach to microscopic image analysis will hopefully contribute to the advancement of quantitative cell morphology research.

    Original languageEnglish
    Pages (from-to)189-194
    Number of pages6
    JournalCYTOLOGIA
    Volume86
    Issue number3
    DOIs
    Publication statusPublished - Sep 25 2021

    All Science Journal Classification (ASJC) codes

    • Animal Science and Zoology
    • Genetics
    • Plant Science
    • Cell Biology

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