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  4. LIFTOSCOPE: development of an automated AI-based module for time-effective and contactless analysis and isolation of cells in microtiter plates
 
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February 7, 2023
Journal Article
Title

LIFTOSCOPE: development of an automated AI-based module for time-effective and contactless analysis and isolation of cells in microtiter plates

Abstract
Background: The cultivation, analysis, and isolation of single cells or cell cultures are fundamental to modern biological and medical processes. The novel LIFTOSCOPE technology aims to integrate analysis and isolation into one versatile, fully automated device. Methods: LIFTOSCOPE’s three core technologies are high-speed microscopy for rapid full-surface imaging of cell culture vessels, AI-based semantic segmentation of microscope images for localization and evaluation of cells, and laser-induced forward transfer (LIFT) for contact-free isolation of cells and cell clusters. LIFT transfers cells from a standard microtiter plate (MTP) across an air gap to a receiver plate, from where they can be further cultivated. The LIFT laser is integrated into the optical path of an inverse microscope, allowing to switch quickly between microscopic observation and cell transfer. Results: Tests of the individual process steps prove the feasibility of the concept. A prototype setup shows the compatibility of the microscope stage with the LIFT laser. A specifically designed MTP adapter to hold a receiver plate has been designed and successfully used for material transfers. A suitable AI algorithm has been found for cell selection.
Conclusion: LIFTOSCOPE speeds up cell cultivation and analysis with a target process time of 10 minutes, which can be achieved if the cell transfer is sped up using a more efficient path-finding algorithm. Some challenges remain, like finding a suitable cell transfer medium. Significance: The LIFTOSCOPE system can be used to extend existing cell cultivation systems and microscopes for fully automated biotechnological applications.
Author(s)
Narrog, Florian  orcid-logo
Fraunhofer-Institut für Produktionstechnologie IPT  
Lensing, Richard  
Fraunhofer-Institut für Lasertechnik ILT  
Piotrowski, Tobias  
Fraunhofer-Institut für Produktionstechnologie IPT  
Nottrodt, Nadine  
Fraunhofer-Institut für Lasertechnik ILT  
Wehner, Martin  
Fraunhofer-Institut für Lasertechnik ILT  
Nießing, Bastian  
Fraunhofer-Institut für Produktionstechnologie IPT  
König, Niels  
Fraunhofer-Institut für Produktionstechnologie IPT  
Gillner, Arnold  
Fraunhofer-Institut für Lasertechnik ILT  
Schmitt, Robert H.  
Fraunhofer-Institut für Produktionstechnologie IPT  
Journal
Journal of Biological Engineering : JBE. Online journal  
Project(s)
Vollautomatisches, KI-gestütztes Modul zur kontaktfreien Analyse und Isolation von Zellen aus großflächigen Zellkulturen  
Funder
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.
Open Access
File(s)
Download (1.52 MB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.1186/s13036-023-00329-9
10.24406/publica-880
Language
English
Fraunhofer-Institut für Produktionstechnologie IPT  
Fraunhofer-Institut für Lasertechnik ILT  
Keyword(s)
  • Artificial intelligence (AI)

  • Biological cells

  • Biomedical imaging

  • High throughput cell isolation

  • High-speed microscopy

  • Laboratory automation

  • Laser-induced forward transfer (LIFT)

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