3D Visualization of Microtubules in Epidermal Pavement Cells.
Amir J BidhendiBara AltartouriAnja GeitmannPublished in: Methods in molecular biology (Clifton, N.J.) (2023)
The plant cytoskeleton is instrumental in cellular processes such as cell growth, differentiation, and immune response. Microtubules, in particular, play a crucial role in morphogenesis by governing the deposition of plant cell wall polysaccharides and, in consequence, the cell wall mechanics and cell shape. Scrutinizing the microtubule dynamics is therefore integral to understanding the spatiotemporal regulation of cellular activities. In this chapter, we outline steps to acquire 3D images of microtubules in epidermal pavement cells of Arabidopsis thaliana cotyledons using a confocal microscope. We introduce the steps to assess the microtubule distribution and organization using image processing software Bitplane Imaris and ImageJ. We also demonstrate how the interpretation of image material can be facilitated by post-processing with general-purpose image enhancement software using methods trained by artificial intelligence-based algorithms.
Keyphrases
- cell wall
- deep learning
- artificial intelligence
- induced apoptosis
- machine learning
- arabidopsis thaliana
- immune response
- cell cycle arrest
- convolutional neural network
- optical coherence tomography
- endoplasmic reticulum stress
- dendritic cells
- single cell
- cell death
- oxidative stress
- cell proliferation
- inflammatory response
- body composition