PhotoFiTT: a quantitative framework for assessing phototoxicity in live-cell microscopy experiments

Phototoxicity in live-cell fluorescence microscopy can compromise experimental outcomes, yet quantitative methods to assess its impact remain limited. Here, we present PhotoFiTT (Phototoxicity Fitness Time Trial), an integrated framework combining a standardised experimental protocol with advanced image analysis to quantify light-induced cellular stress in label-free settings. PhotoFiTT leverages machine learning and cell cycle dynamics to analyse mitotic timing, cell size changes, and overall cellular activity in response to controlled light exposure. Using adherent mammalian cells, we demonstrate PhotoFiTT's ability to detect wavelength- and dose-dependent effects, showcasing that near-UV light induces significant mitotic delays at doses as low as 0.6 J/cm<sup>2</sup>, while longer wavelengths require higher doses for comparable deleterious effects. PhotoFiTT enables researchers to establish quantitative benchmarks for acceptable levels of photodamage, facilitating the optimisation of imaging protocols that balance image quality with sample health.

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Publication Details

Journal
Nature Communications
Published
2025-12-13
DOI
https://doi.org/10.1038/s41467-025-66209-6
Citations
1
Primary Topic
Advanced Fluorescence Microscopy Techniques
Type
article
Field-Weighted Citation Impact
1.63

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article

PhotoFiTT: a quantitative framework for assessing phototoxicity in live-cell microscopy experiments

Guillaume Jacquemet, Leonor Morgado, Mario Del Rosario, Raquel Portela et al.
1 citations
Nature Communications
Advanced Fluorescence Microscopy Techniques
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article

PhotoFiTT: a quantitative framework for assessing phototoxicity in live-cell microscopy experiments

Guillaume Jacquemet, Leonor Morgado, Mario Del Rosario, Raquel Portela, Estibaliz Gómez‐de‐Mariscal, Pedro M. Pereira, Ricardo Henriques
article en
1 citations

Abstract

Phototoxicity in live-cell fluorescence microscopy can compromise experimental outcomes, yet quantitative methods to assess its impact remain limited. Here, we present PhotoFiTT (Phototoxicity Fitness Time Trial), an integrated framework combining a standardised experimental protocol with advanced image analysis to quantify light-induced cellular stress in label-free settings. PhotoFiTT leverages machine learning and cell cycle dynamics to analyse mitotic timing, cell size changes, and overall cellular activity in response to controlled light exposure. Using adherent mammalian cells, we demonstrate PhotoFiTT's ability to detect wavelength- and dose-dependent effects, showcasing that near-UV light induces significant mitotic delays at doses as low as 0.6 J/cm<sup>2</sup>, while longer wavelengths require higher doses for comparable deleterious effects. PhotoFiTT enables researchers to establish quantitative benchmarks for acceptable levels of photodamage, facilitating the optimisation of imaging protocols that balance image quality with sample health.

Nature CommunicationsVol. 16(1)
Åbo Akademi University (FI), University of Turku (FI), Turku Centre for Computer Science (FI), MRC Laboratory for Molecular Cell Biology (GB), University College London (GB), Instituto Gulbenkian de Ciência (PT), Universidade Nova de Lisboa (PT)
European Commission, Academy of Finland, Syöpäjärjestöt, Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona, HORIZON EUROPE Framework Programme, Fundação para a Ciência e a Tecnologia, European Regional Development Fund, Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa
Openalex Percentile: Top 11%
Advanced Fluorescence Microscopy Techniques
1.63
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