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Imaging throughput of compact handheld microscopes for quantitative single cell studies

dc.contributor.authorBulloch, Sophieen
dc.contributor.authorXu, Tienanen
dc.contributor.authorHerrmann, Daviden
dc.contributor.authorTimpson, Paulen
dc.contributor.authorPhan, Tri Giangen
dc.contributor.authorLim, Yean Jinen
dc.contributor.authorLee, Woei Mingen
dc.date.accessioned2026-07-05T22:42:37Z
dc.date.available2026-07-05T22:42:37Z
dc.date.issued2025en
dc.description.abstractIncuscopes, incubator-compatible microscopes, are crucial for live single-cell imaging studies that spans several hours to days. However, traditional microscopy prioritize high-resolution imaging performance over throughput, neglecting efficient live-cell image sampling. This study challenges existing spatial bandwidth product (field of view/optical resolution) criteria for image sampling for live cells. We demonstrate that imaging throughput is fundamentally determined by the minimal pixel count necessary to adequately resolve single cells across the field of view, not spatial bandwidth product. Using an off-the-shelf handheld microscope (5MP, ~0.03 NA) and a scientific microscope (8MP, 4x, 0.4 NA), we revealed a striking disparity. Contrary to expectations, the handheld microscope exhibited ~4-fold higher imaging throughput, highlighting oversampling inherent in many scientific microscopes. This efficiency stems from a more optimized pixel-to-cell ratio for throughput. We validated this concept by deploying the handheld microscopes within a compact 30-liter incubator, enabling continuous imaging over 40 hours using open-source Micro-Manager. A series of experiments, including cell counting, tracking, division, migration, and spheroid dynamics, were successfully performed. The handheld microscope's compactness, ease of use, and cost effectiveness render it a compelling alternative to high-grade incubator microscopes for routine, non-fluorescence cell culture studies, offering a paradigm shift towards pixel optimized imaging throughput.en
dc.format.extent18en
dc.identifier.otherORCID:/0000-0002-3912-6095/work/181232745en
dc.identifier.urihttps://hdl.handle.net/1885/733813009
dc.language.isoenen
dc.provenanceIt is made available under a CC-BY 4.0 International licenseen
dc.rights© The copyright holder for this preprint (which was not certified by peer review) is the author/funderen
dc.titleImaging throughput of compact handheld microscopes for quantitative single cell studiesen
dc.typeManuscripten
dspace.entity.typePublicationen
local.contributor.affiliationBulloch, Sophie; Australian National Universityen
local.contributor.affiliationXu, Tienan; Genome Sciences and Cancer Division, John Curtin School of Medical Research, ANU College of Science and Medicine, The Australian National Universityen
local.contributor.affiliationHerrmann, David; Garvan Institute of Medical Researchen
local.contributor.affiliationTimpson, Paul; University of New South Walesen
local.contributor.affiliationPhan, Tri Giang; Garvan Institute of Medical Researchen
local.contributor.affiliationLim, Yean Jin; Biology Teaching & Learning Centre, Research School of Biology, ANU College of Science and Medicine, The Australian National Universityen
local.contributor.affiliationLee, Woei Ming; Genome Sciences and Cancer Division, John Curtin School of Medical Research, ANU College of Science and Medicine, The Australian National Universityen
local.identifier.doi10.1101/2025.03.24.645046en
local.identifier.pure7f897045-a7d4-4d3c-9588-03308df60d5ben
local.type.statusPublisheden

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