The Stem Cell Podcast

Ep. 91: “3D Cell Library” Featuring Dr. Rick Horwitz and Dr. Graham Johnson

May 9, 2017
Dr. Graham Johnson, computational biologist and medical illustrator building multi-scale cell visualizations. Dr. Rick Horwitz, cell migration and architecture expert leading the Allen Institute. They explore the Allen Cell Explorer 3-D cell library, why iPS cells and cardiomyocytes were chosen, technical hurdles like imaging and segmentation, and using deep learning to predict whole-cell organization.
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INSIGHT

Modeling Whole Cells With Live Imaging

  • The Allen Institute seeks to model whole cells by quantifying positions and relationships of components using live-cell imaging and statistics.
  • Rick Horwitz explains they aim to map how many of everything exists and where, producing predictive, mechanistic models from structural organization.
INSIGHT

Structure Complements Genomics To Explain Function

  • Gene expression catalogs players but not organization; structure determines function at mesoscale and must be measured directly.
  • Rick Horwitz contrasts genomics with structural maps and says cell activities arise from nanoscale to mesoscale rearrangements.
ADVICE

Analyze Thousands Of Cells Not Dozens

  • Scale matters: analyze thousands of cells to convert variation into statistical, interpretable patterns rather than relying on a few examples.
  • Graham Johnson and Rick Horwitz say large datasets let you separate normal distributions from rare phenotypes.
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