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The potential of multispectral imaging flow cytometry for environmental monitoring

Affiliation
Helmholtz-Centre for Environmental Research (UFZ), Department of Physiological Diversity, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany
Dunker, Susanne;
Affiliation
Lakehead University, Department of Anthropology, Canada
Boyd, Matthew;
Affiliation
Helmholtz-Centre for Environmental Research (UFZ), Department of Community Ecology, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany
Durka, Walter;
GND
1209279037
Affiliation
Julius Kühn-Institute (JKI), Institute for Biological Control, Germany
Erler, Silvio;
ORCID
0000-0002-3404-9174
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Martin Luther University Halle-Wittenberg, Institute of Biology, Germany
Harpole, W. Stanley;
ORCID
0000-0001-9267-7825
Affiliation
Leibniz Institute forTropospheric Research (TROPOS), Department of Experimental Aerosol and Cloud Microphysics, Germany
Henning, Silvia;
ORCID
0000-0003-0999-1261
Affiliation
Alfred-Wegner-Institute Helmholtz Centre of Polar and Marine Research, Polar Terrestrial Environmental Systems, Potsdam, Germany ; University of Potsdam Institute of Environmental Sciences and Geography, Germany ; University of Potsdam, Institute of Biochemistry and Biology, Germany
Herzschuh, Ulrike;
ORCID
0000-0003-0280-9260
Affiliation
Helmholtz-Centre for Environmental Research (UFZ), Department of Physiological Diversity, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany
Hornick, Thomas;
ORCID
0000-0003-0318-1567
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Helmholtz-Centre for Environmental Research (UFZ), Department of Community Ecology, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Martin Luther University Halle-Wittenberg, Institute of Biology, Germany
Knight, Tiffany;
ORCID
0000-0002-2291-6584
Affiliation
Helmholtz-Centre for Environmental Research–UFZ, Department of Bioanalytical Ecotoxicology, Germany
Lips, Stefan;
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Technische Universität Ilmenau, Department of Computer Science and Automation, Germany ; Friedrich-Schiller-University Jena, Faculty of Biological Sciences, Germany
Mäder, Patrick;
ORCID
0000-0002-2407-9564
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Helmholtz-Centre for Environmental Research (UFZ), Department of Community Ecology, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Martin Luther University Halle-Wittenberg, Institute of Biology, Germany
Švara, Elena Motivans;
Affiliation
Lakehead University, Department of Anthropology, Canada
Mozarowski, Steven;
ORCID
0000-0001-8010-4990
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Helmholtz-Centre for Environmental Research (UFZ), Department of Community Ecology, Germany ; German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany
Rakosy, Demetra;
ORCID
0000-0003-3471-0951
Affiliation
German Centre for Integrative BiodiversityResearch (iDiv) Halle-Jena-Leipzig, Germany ; Friedrich-Schiller-University Jena, Institute of Ecology and Evolution, Germany
Römermann, Christine;
ORCID
0000-0002-4541-6515
Affiliation
Helmholtz-Centre for Environmental Research–UFZ, Department of Bioanalytical Ecotoxicology, Germany
Schmitt‐Jansen, Mechthild;
ORCID
0000-0002-6609-3217
Affiliation
Alfred-Wegner-Institute Helmholtz Centre of Polar and Marine Research, Polar Terrestrial Environmental Systems, Germany
Stoof‐Leichsenring, Kathleen;
ORCID
0000-0003-1977-1158
Affiliation
Leibniz Institute forTropospheric Research (TROPOS), Department of Experimental Aerosol and Cloud Microphysics, Germany
Stratmann, Frank;
ORCID
0000-0002-9642-4742
Affiliation
University of Leipzig Medical Center, Department of Dermatology, Venerology and Allergology, Germany
Treudler, Regina;
ORCID
0000-0002-8295-8217
Affiliation
University of Oulu, Ecology and Genetics, Finland
Virtanen, Risto;
ORCID
0000-0002-7407-3312
Affiliation
Helmholtz-Centre for Environmental Research–UFZ, Department of Lake Research, Germany
Wendt‐Potthoff, Katrin;
Affiliation
University of Leipzig, Faculty of Life Sciences, Institute of Biology, Germany
Wilhelm, Christian

Environmental monitoring involves the quantification of microscopic cells and particles such as algae, plant cells, pollen, or fungal spores. Traditional methods using conventional microscopy require expert knowledge, are time-intensive and not well-suited for automated high throughput. Multispectral imaging flow cytometry (MIFC) allows measurement of up to 5000 particles per second from a fluid suspension and can simultaneously capture up to 12 images of every single particle for brightfield and different spectral ranges, with up to 60x magnification. The high throughput of MIFC has high potential for increasing the amount and accuracy of environmental monitoring, such as for plant-pollinator interactions, fossil samples, air, water or food quality that currently rely on manual microscopic methods. Automated recognition of particles and cells is also possible, when MIFC is combined with deep-learning computational techniques. Furthermore, various fluorescence dyes can be used to stain specific parts of the cell to highlight physiological and chemical features including: vitality of pollen or algae, allergen content of individual pollen, surface chemical composition (carbohydrate coating) of cells, DNA- or enzyme-activity staining. Here, we outline the great potential for MIFC in environmental research for a variety of research fields and focal organisms. In addition, we provide best practice recommendations.

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License Holder: 2022 The Authors.Cytometry Part Apublished by Wiley Periodicals LLC on behalf of International Society for Advancement of Cytometry.

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