“…Shake‐tube systems have great potential for screening critical parameters such as cell density, MOI for infection (Alvim et al, 2021), and possibly various parameters for transfection. Deep well plates have demonstrated successful high‐throughput screening for transfection conditions (Patel et al, 2021), and sufficient oxygen could be reached regardless of the small surface area for gas transfer (Bos et al, 2015). All important criteria discussed above, including medium, DNA amount, PEI:DNA ratio, and plasmid ratio, could be optimized by DoE methodology in an Ambr15 system (Riethmüller et al, 2021).…”