Evilevitch Lab, Lund University

Virology lab resolves 3-year troubleshooting bottleneck in first session with instant cell analysis.

Challenge

  • 4-6 hours manual scanning yielded only 5-20 analyzable cells
  • Weeks of post-processing with subjective threshold adjustments
  • Selection bias masked the real experimental problem

Solution

  • Instant analysis of thousands of cells revealed clustering pattern
  • Data-driven criteria (intensity, cell size) replaced subjective selection
  • Cloud access enabled real-time decision-making from anywhere

Key Benefits

3 years
of troubleshooting resolved in one session
1000s
of cells analyzed vs. 5-20 manually
Key insight
transfection triggered antiviral response

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