Aller directement au contenu principal

Rédiger un PREreview

Seeing in the Dark: Intelligent Fourier Light Field Imaging for Bioluminescence Microscopy

Publié
Serveur de preprints
bioRxiv
DOI
10.1101/2025.10.13.680966

Bioluminescence microscopy offers a uniquely non-invasive window into cellular dynamics, yet its use has traditionally been limited by the intrinsically low brightness of luciferases. The poor photon budget forces long exposures, preventing faithful visualization of rapid physiological processes, especially in three dimensions. To overcome this barrier, we developed a Fourier light field microscope coupled with deep-learning–based reconstruction that achieves sub-second volumetric bioluminescence imaging, enabling direct recovery of 3D volumes from photon-limited measurements while suppressing reconstruction noise. This approach substantially mitigates the speed–resolution trade-off of conventional light field methods and bypasses the need for slow classical deconvolution priors on the depth-dependent point-spread function. We demonstrate its power by performing near real-time 3D calcium imaging in muscles and neurons of freely moving Caenorhabditis elegans , and by quantifying cell dynamics within stem-cell–derived spheroids using fluorescently labeled nuclei. Together, these results establish our framework as a practical tool for dynamic, volumetric studies of living systems.

Vous pouvez rédiger un PREreview de Seeing in the Dark: Intelligent Fourier Light Field Imaging for Bioluminescence Microscopy. Un PREreview est une évaluation d'un preprint et peut varier de quelques phrases à un rapport détaillé, semblable à un rapport d'évaluation par les pairs organisé par une revue.

Avant de commencer

Nous vous demanderons de vous connecter avec votre identifiant ORCID iD. Si vous n'en avez pas, vous pouvez en créer un.

Qu’est-ce qu’un ORCID iD ?

Un ORCID iD est un identifiant unique qui vous distingue de toute personne ayant le même nom ou nom similaire.

Commencer maintenant