Evidence map›Paper›PMID 36750866›Full record

ArticleJournal of biological engineering2023

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

Florian Narrog, Richard Lensing, Tobias Piotrowski, Nadine Nottrodt, Martin Wehner, Bastian Nießing, Niels König, Arnold Gillner, Robert H Schmitt

Open access · goldAbstract read
In one paragraph

Article in Journal of biological engineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
1.4field-weighted citation impact, top 15% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 1 country.

Florian Narrog *Fraunhofer Institute for Production Technology IPT, Aachen, Germany. florian.narrog@ipt.fraunhofer.de.
Richard Lensing *Fraunhofer Institute for Laser Technology ILT, Aachen, Germany.
Tobias PiotrowskiFraunhofer Institute for Production Technology IPT, Aachen, Germany.
Nadine NottrodtFraunhofer Institute for Laser Technology ILT, Aachen, Germany.
Martin WehnerFraunhofer Institute for Laser Technology ILT, Aachen, Germany.
Bastian NießingFraunhofer Institute for Production Technology IPT, Aachen, Germany.
Niels KönigFraunhofer Institute for Production Technology IPT, Aachen, Germany.
Arnold GillnerFraunhofer Institute for Laser Technology ILT, Aachen, Germany.
Robert H SchmittFraunhofer Institute for Production Technology IPT, Aachen, Germany.
Fraunhofer Institute for Laser Technology · DEFraunhofer Institute for Production Technology IPT · DERWTH Aachen University · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe 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.

methodsLIFTOSCOPE'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.

resultsTests 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.

conclusionLIFTOSCOPE 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.

Indexed as

Artificial intelligence (AI)Biological cellsBiomedical imagingHigh-speed microscopyHigh throughput cell isolationLaboratory automationLaser-induced forward transfer (LIFT)

Identifiers

PMID36750866
PMCPMC9903473
OpenAlexW4319350155

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.