3D visualization of macromolecule synthesis.
Timothy Joseph DuerrEster ComellasEun Kyung JeonJohanna E FarkasMarylou JoetzjerJulien GarnierSandra J ShefelbineJames R MonaghanPublished in: eLife (2020)
Measuring nascent macromolecular synthesis in vivo is key to understanding how cells and tissues progress through development and respond to external cues. Here we perform in vivo injection of alkyne- or azide-modified analogs of thymidine, uridine, methionine, and glucosamine to label nascent synthesis of DNA, RNA, protein, and glycosylation. Three-dimensional volumetric imaging of nascent macromolecule synthesis was performed in axolotl salamander tissue using whole-mount click chemistry-based fluorescent staining followed by light sheet fluorescent microscopy. We also developed an image processing pipeline for segmentation and classification of morphological regions of interest and individual cells, and we apply this pipeline to the regenerating humerus. We demonstrate our approach is sensitive to biological perturbations by measuring changes in DNA synthesis after limb denervation. This method provides a powerful means to quantitatively interrogate macromolecule synthesis in heterogenous tissues at the organ, cellular, and molecular levels of organization.
Keyphrases
- deep learning
- induced apoptosis
- single molecule
- gene expression
- machine learning
- high resolution
- cell cycle arrest
- quantum dots
- circulating tumor
- signaling pathway
- convolutional neural network
- mass spectrometry
- oxidative stress
- cell free
- small molecule
- photodynamic therapy
- ultrasound guided
- label free
- endoplasmic reticulum stress
- fluorescence imaging
- pi k akt