“…Several methods exist to quantify biomass amount, including in biofilm studies, such as dry weight measurements ( Sydow et al, 2017 ), qPCR ( Magalhães et al, 2019 ), optical density measurements ( Sydow et al, 2017 ), protein content ( Babanova et al, 2017 ), flow cytometry ( Vignola et al, 2018 ), optical coherence tomography (OCT) ( Molenaar et al, 2018 ; Hou et al, 2019 ), magnetic resonance imaging ( Wolf et al, 2002 ; Häuser et al, 2022 ), cell counting using microscopy ( Eddie et al, 2016 ; Phillips et al, 2020 ; Relucenti et al, 2021 ) or by cryo-sectioning thin biofilm slices ( Huang et al, 1996 ; Franklin et al, 2015 ; Persson et al, 2017 ). However, these techniques suffer from key limitations to determine time-dependent q -values in biofilm-based systems.…”