Windows of operation as qualitative early-stage design tool for microfluidic (single-cell) cultivations

Microfluidic cultivation systems have transformed the study of cellular physiology by enabling high spatial and temporal analysis under precisely controlled environmental conditions. However, the successful application of these systems is hindered by technical challenges, including the lack of systematic characterization of key operational parameters and their interdependencies, which limits experimental reproducibility within a given setup and hampers the rational design of new systems. Here, we propose adapting 'Windows of Operation' - a framework originating from bioprocess engineering to visualize how different parameters define design limits - as a qualitative operational design tool for microfluidic cultivation, here further denoted as microfluidic window of operation (MWO). Through selected case studies, we demonstrate how defining MWOs can guide the identification and optimization of key experimental parameters. This provides a foundation for robust experimental design that links device function with operating parameters, thereby advancing feasibility, robustness, and comparability, while minimizing experimental bias.

Authors

Institutions

Publication Details

Journal
Current Opinion in Biotechnology
Published
2025-12-13
DOI
https://doi.org/10.1016/j.copbio.2025.103401
Primary Topic
3D Printing in Biomedical Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Windows of operation as qualitative early-stage design tool for microfluidic (single-cell) cultivations

Boris Yermakov, Alexander Grünberger, Yannick Scholz
Current Opinion in Biotechnology
3D Printing in Biomedical Research
article

Windows of operation as qualitative early-stage design tool for microfluidic (single-cell) cultivations

Boris Yermakov, Alexander Grünberger, Yannick Scholz
article en

Abstract

Microfluidic cultivation systems have transformed the study of cellular physiology by enabling high spatial and temporal analysis under precisely controlled environmental conditions. However, the successful application of these systems is hindered by technical challenges, including the lack of systematic characterization of key operational parameters and their interdependencies, which limits experimental reproducibility within a given setup and hampers the rational design of new systems. Here, we propose adapting 'Windows of Operation' - a framework originating from bioprocess engineering to visualize how different parameters define design limits - as a qualitative operational design tool for microfluidic cultivation, here further denoted as microfluidic window of operation (MWO). Through selected case studies, we demonstrate how defining MWOs can guide the identification and optimization of key experimental parameters. This provides a foundation for robust experimental design that links device function with operating parameters, thereby advancing feasibility, robustness, and comparability, while minimizing experimental bias.

Current Opinion in BiotechnologyVol. 97
Karlsruhe Institute of Technology (DE)
Openalex Percentile: Top 61%
3D Printing in Biomedical Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.