@article {70132, title = {Fourier-based three-dimensional multistage transformer for aberration correction in multicellular specimens.}, journal = {Nat Methods}, year = {2025}, month = {2025 Oct 01}, abstract = {

High-resolution tissue imaging is often compromised by sample-induced optical aberrations that degrade resolution and contrast. Although wavefront sensor-based adaptive optics (AO) can measure these aberrations, such hardware solutions are typically complex, expensive to implement and slow when serially mapping spatially varying aberrations across large fields of view. Here we introduce AOVIFT (adaptive optical vision Fourier transformer)-a machine learning-based aberration sensing framework built around a three-dimensional multistage vision transformer that operates on Fourier domain embeddings. AOVIFT infers aberrations and restores diffraction-limited performance in puncta-labeled specimens with substantially reduced computational cost, training time and memory footprint compared to conventional architectures or real-space networks. We validated AOVIFT on live gene-edited zebrafish embryos, demonstrating its ability to correct spatially varying aberrations using either a deformable mirror or postacquisition deconvolution. By eliminating the need for the guide star and wavefront sensing hardware and simplifying the experimental workflow, AOVIFT lowers technical barriers for high-resolution volumetric microscopy across diverse biological samples.

Preprint: https://doi.org/10.48550/arXiv.2503.12593

}, issn = {1548-7105}, doi = {10.1038/s41592-025-02844-7}, url = {https://doi.org/10.1038/s41592-025-02844-7}, author = {Alshaabi, Thayer and Milkie, Daniel E and Liu, Gaoxiang and Shirazinejad, Cyna and Hong, Jason L and Achour, Kemal and G{\"o}rlitz, Frederik and Milunovic-Jevtic, Ana and Simmons, Cat and Abuzahriyeh, Ibrahim S and Hong, Erin and Williams, Samara Erin and Harrison, Nathanael and Huang, Evan and Bae, Eun Seok and Killilea, Alison N and Swinburne, Ian A and Drubin, David G and Upadhyayula, Srigokul and Betzig, Eric} } @article {69746, title = {Multicilia dynamically transduce Sonic Hedgehog signaling to regulate choroid plexus functions}, journal = {Cell Reports}, year = {2025}, month = {2025 Mar 25}, abstract = {

The choroid plexus is a major site for cerebrospinal fluid (CSF) production, characterized by a multiciliated epithelial monolayer that regulates CSF production. We demonstrate that defective choroid plexus ciliogenesis or intraflagellar transport yields neonatal hydrocephalus, at least in part due to increased water channel Aqp1 and ion transporter Atp1a2 expression. We demonstrate choroid plexus multicilia as sensory cilia, transducing both canonical and non-canonical Sonic Hedgehog (Shh) signaling. Interestingly, it is the non-canonical Shh signaling that represses Aqp1 and Atp1a2 expression by the Smoothened (Smo)/Gαi/cyclic AMP (cAMP) pathway. Choroid plexus multicilia exhibit unique ciliary ultrastructure, carrying features of both primary and motile cilia. Unlike most cilia that elongate during maturation, choroid plexus ciliary length decreases during development, causing a decline of Shh signaling intensity in the developing choroid plexus, a derepression of Aqp1 and Atp1a2, and, ultimately, increased CSF production. Hence, the developmental dynamics of choroid plexus multicilia dampens the Shh signaling intensity to promote CSF production.

bioRxiv Preprint:\ https://www.biorxiv.org/content/early/2025/01/22/2025.01.21.633415

}, doi = {10.1016/j.celrep.2025.115383}, url = {https://doi.org/10.1016/j.celrep.2025.115383}, author = {Mao, Suifang and Song, Rui and Jin, Shibo and Pang, Song and Jovanovic, Aleksandra and Zimmerman, Adam and Li, Peng and Wu, Xinying and Wendland, Michael F. and Lin, Kerry and Chen, Wei-Chi and Choksi, Semil P. and Chen, Gang and Holtzman, Michael J. and Reiter, Jeremy F. and Wan, Ying and Xuan, Zhenyu and Xiang, Yang K. and Xu, C Shan and Upadhyayula, Srigokul and Hess, Harald F. and He, Lin} } @article {69994, title = {A multimodal adaptive optical microscope for in vivo imaging from molecules to organisms}, journal = {bioRxiv}, year = {2025}, month = {2025 Jun 16}, abstract = {

Understanding biological systems requires observing features and processes across vast spatial and temporal scales, spanning nanometers to centimeters and milliseconds to days, often using multiple imaging modalities within complex native microenvironments. Yet, achieving this comprehensive view is challenging because microscopes optimized for specific tasks typically lack versatility due to inherent optical and sample handling trade-offs, and frequently suffer performance degradation from sample-induced optical aberrations in multicellular contexts. Here, we present MOSAIC, a reconfigurable microscope that integrates multiple advanced imaging techniques including light-sheet, label-free, super-resolution, and multi-photon, all equipped with adaptive optics. MOSAIC enables non-invasive imaging of subcellular dynamics in both cultured cells and live multicellular organisms, nanoscale mapping of molecular architectures across millimeter-scale expanded tissues, and structural/functional neural imaging within live mice. MOSAIC facilitates correlative studies across biological scales within the same specimen, providing an integrated platform for broad biological investigation.

Preprint:\ https://www.biorxiv.org/content/early/2025/06/13/2025.06.02.657494

}, doi = {10.1101/2025.06.02.657494}, url = {https://www.biorxiv.org/content/early/2025/06/13/2025.06.02.657494}, author = {Fu, Tian-Ming and Liu, Gaoxiang and Milkie, Daniel E. and Ruan, Xiongtao and G{\"o}rlitz, Frederik and Shi, Yu and Ferro, Valentina and Divekar, Nikita S. and Wang, Wei and York, Harrison M. and Kilic, Velat and Mueller, Matthew and Liang, Yajie and Daugird, Timothy A. and Gacha-Garay, Maria J. and Larkin, Kathryn A. and Adikes, Rebecca C. and Harrison, Nathaniel and Shirazinejad, Cyna and Williams, Samara and Nourse, Jamison L. and Sheu, Shu-Hsien and Gao, Liang and Li, Tongchao and Mondal, Chandrani and Achour, Kemal and Hercule, Wilmene and Stabley, Daniel and Emmerich, Kevin and Dong, Peng and Drubin, David and Liu, Zhe J. and Clapham, David and Mumm, Jeff S. and Koyama, Minoru and Killilea, Alison and Bravo-Cordero, Jose Javier and Keene, C. Dirk and Luo, Liqun and Kirchhausen, Tom and Pathak, Medha M. and Arumugam, Senthil and Nunez, James K. and Gao, Ruixuan and Matus, David Q. and Martin, Benjamin L. and Swinburne, Ian A. and Betzig, Eric and Legant, Wesley R. and Upadhyayula, Srigokul} } @article {69559, title = {Nanoscale volumetric fluorescence imaging via photochemical sectioning}, journal = {bioRxiv}, year = {2024}, month = {2024 Aug 05}, abstract = {

Optical nanoscopy of intact biological specimens has been transformed by recent advancements in hydrogel-based tissue clearing and expansion, enabling the imaging of cellular and subcellular structures with molecular contrast. However, existing high-resolution fluorescence microscopes have limited imaging depth, which prevents the study of whole-mount specimens without physical sectioning. To address this challenge, we developed {\textquotedblleft}photochemical sectioning,{\textquotedblright} a spatially precise, light-based sample sectioning process. By combining photochemical sectioning with volumetric lattice light-sheet imaging and petabyte-scale computation, we imaged and reconstructed axons and myelination sheaths across entire mouse olfactory bulbs at nanoscale resolution. An olfactory-bulb-wide analysis of myelinated and unmyelinated axons revealed distinctive patterns of axon degeneration and de-/dysmyelination in the neurodegenerative mouse, highlighting the potential for peta- to exabyte-scale super-resolution studies using this approach.

}, doi = {10.1101/2024.08.01.605857}, url = {https://doi.org/10.1101/2024.08.01.605857}, author = {Wang, Wei and Ruan, Xiongtao and Liu, Gaoxiang and Milkie, Daniel E. and Li, Wenping and Betzig, Eric and Upadhyayula, Srigokul and Gao, Ruixuan} } @article {68675, title = {Origin of wiring specificity in an olfactory map revealed by neuron type-specific, time-lapse imaging of dendrite targeting.}, journal = {eLife}, volume = {12}, year = {2023}, month = {2023 Mar 28}, abstract = {

How does wiring specificity of neural maps emerge during development? Formation of the adult olfactory glomerular map begins with patterning of projection neuron (PN) dendrites at the early pupal stage. To better understand the origin of wiring specificity of this map, we created genetic tools to systematically characterize dendrite patterning across development at PN type-specific resolution. We find that PNs use lineage and birth order combinatorially to build the initial dendritic map. Specifically, birth order directs dendrite targeting in rotating and binary manners for PNs of the anterodorsal and lateral lineages, respectively. Two-photon- and adaptive optical lattice light-sheet microscope-based time-lapse imaging reveals that PN dendrites initiate active targeting with direction-dependent branch stabilization on the timescale of seconds. Moreover, PNs that are used in both the larval and adult olfactory circuits prune their larval-specific dendrites and re-extend new dendrites simultaneously to facilitate timely olfactory map organization. Our work highlights the power and necessity of type-specific neuronal access and time-lapse imaging in identifying wiring mechanisms that underlie complex patterns of functional neural maps.

}, issn = {2050-084X}, doi = {10.7554/eLife.85521}, author = {Wong, Kenneth Kin Lam and Li, Tongchao and Fu, Tian-Ming and Liu, Gaoxiang and Lyu, Cheng and Kohani, Sayeh and Xie, Qijing and Luginbuhl, David J and Upadhyayula, Srigokul and Betzig, Eric and Luo, Liqun} } @article {68370, title = {A proliferative to invasive switch is mediated by srGAP1 downregulation through the activation of TGF-β2 signaling.}, journal = {Cell Reports}, volume = {40}, year = {2022}, month = {2022 Sep 20}, pages = {111358}, abstract = {

Many breast cancer (BC) patients suffer from complications of metastatic disease. To form metastases, cancer cells must become migratory and coordinate both invasive and proliferative programs at distant organs. Here, we identify srGAP1 as a regulator of a proliferative-to-invasive switch in BC cells. High-resolution light-sheet microscopy demonstrates that BC cells can form actin-rich protrusions during extravasation. srGAP1 cells display a motile and invasive phenotype that facilitates their extravasation from blood vessels, as shown in zebrafish and mouse models, while attenuating tumor growth. Interestingly, a population of srGAP1 cells remain as solitary disseminated tumor cells in the lungs of mice bearing BC tumors. Overall, srGAP1 cells have increased Smad2 activation and TGF-β2 secretion, resulting in increased invasion and p27 levels to sustain quiescence. These findings identify srGAP1 as a mediator of a proliferative to invasive phenotypic switch in BC cells in\ vivo through a TGF-β2-mediated signaling axis.

}, keywords = {Actins, Animals, Cell Line, Tumor, Down-Regulation, Mice, Transforming Growth Factor beta2, Zebrafish}, issn = {2211-1247}, doi = {10.1016/j.celrep.2022.111358}, author = {Mondal, Chandrani and Gacha-Garay, Majo J and Larkin, Kathryn A and Adikes, Rebecca C and Di Martino, Julie S and Chien, Chen-Chi and Fraser, Madison and Eni-Aganga, Ireti and Agullo-Pascual, Esperanza and Cialowicz, Katarzyna and Ozbek, Umut and Naba, Alexandra and Gaitas, Angelo and Fu, Tian-Ming and Upadhyayula, Srigokul and Betzig, Eric and Matus, David Q and Martin, Benjamin L and Bravo-Cordero, Jose Javier} } @article {51795, title = {Cortical column and whole-brain imaging with molecular contrast and nanoscale resolution.}, journal = {Science (New York, N.Y.)}, volume = {363}, year = {2019}, month = {2019 Jan 18}, pages = {eaau8302}, abstract = {

Optical and electron microscopy have made tremendous inroads toward understanding the complexity of the brain. However, optical microscopy offers insufficient resolution to reveal subcellular details, and electron microscopy lacks the throughput and molecular contrast to visualize specific molecular constituents over millimeter-scale or larger dimensions. We combined expansion microscopy and lattice light-sheet microscopy to image the nanoscale spatial relationships between proteins across the thickness of the mouse cortex or the entire\ Drosophila\ brain. These included synaptic proteins at dendritic spines, myelination along axons, and presynaptic densities at dopaminergic neurons in every fly brain region. The technology should enable statistically rich, large-scale studies of neural development, sexual dimorphism, degree of stereotypy, and structural correlations to behavior or neural activity, all with molecular contrast.

}, doi = {10.1126/science.aau8302}, author = {Gao, Ruixuan and Asano, Shoh M and Upadhyayula, Srigokul and Pisarev, Igor and Milkie, Daniel E and Liu, Tsung-Li and Singh, Ved and Graves, Austin R and Huynh, Grace H and Zhao, Yongxin and Bogovic, John A and Colonell, Jennifer and Ott, Carolyn M and Zugates, Christopher T and Tappan, Susan and Rodriguez, Alfredo and Mosaliganti, Kishore R and Sheu, Shu-Hsien and Pasolli, H Amalia and et al} } @article {49275, title = {Lamellar projections in the endolymphatic sac act as a relief valve to regulate inner ear pressure.}, journal = {eLife}, volume = {7}, year = {2018}, month = {2018 Jun 19}, abstract = {

The inner ear is a fluid-filled closed-epithelial structure whose function requires maintenance of an internal hydrostatic pressure and fluid composition. The endolymphatic sac (ES) is a dead-end epithelial tube connected to the inner ear whose function is unclear. ES defects can cause distended ear tissue, a pathology often seen in hearing and balance disorders. Using live imaging of zebrafish larvae, we reveal that the ES undergoes cycles of slow pressure-driven inflation followed by rapid deflation. Absence of these cycles in mutants leads to distended ear tissue. Using serial-section electron microscopy and adaptive optics lattice light-sheet microscopy, we find a pressure relief valve in the ES comprised of partially separated apical junctions and dynamic overlapping basal lamellae that separate under pressure to release fluid. We propose that this lmx1-dependent pressure relief valve is required to maintain fluid homeostasis in the inner ear and other fluid-filled cavities.

}, issn = {2050-084X}, doi = {10.7554/eLife.37131}, author = {Swinburne, Ian A and Mosaliganti, Kishore R and Upadhyayula, Srigokul and Liu, Tsung-Li and Hildebrand, David G C and Tsai, Tony Y-C and Chen, Anzhi and Al-Obeidi, Ebaa and Fass, Anna K and Malhotra, Samir and Engert, Florian and Lichtman, Jeff W and Kirchausen, Tomas and Betzig, Eric and Megason, Sean G} } @article {49173, title = {Observing the cell in its native state: Imaging subcellular dynamics in multicellular organisms.}, journal = {Science (New York, N.Y.)}, volume = {360}, year = {2018}, month = {2018 Apr 20}, abstract = {

True physiological imaging of subcellular dynamics requires studying cells within their parent organisms, where all the environmental cues that drive gene expression, and hence the phenotypes that we actually observe, are present. A complete understanding also requires volumetric imaging of the cell and its surroundings at high spatiotemporal resolution, without inducing undue stress on either. We combined lattice light-sheet microscopy with adaptive optics to achieve, across large multicellular volumes, noninvasive aberration-free imaging of subcellular processes, including endocytosis, organelle remodeling during mitosis, and the migration of axons, immune cells, and metastatic cancer cells in vivo. The technology reveals the phenotypic diversity within cells across different organisms and developmental stages and may offer insights into how cells harness their intrinsic variability to adapt to different physiological environments.

}, issn = {1095-9203}, doi = {10.1126/science.aaq1392}, author = {Liu, Tsung-Li and Upadhyayula, Srigokul and Milkie, Daniel E and Singh, Ved and Wang, Kai and Swinburne, Ian A and Mosaliganti, Kishore R and Collins, Zach M and Hiscock, Tom W and Shea, Jamien and Kohrman, Abraham Q and Medwig, Taylor N and Dambournet, Daphne and Forster, Ryan and Cunniff, Brian and Ruan, Yuan and Yashiro, Hanako and Scholpp, Steffen and Meyerowitz, Elliot M and Hockemeyer, Dirk and Drubin, David G and Martin, Benjamin L and Matus, David Q and Koyama, Minoru and Megason, Sean G and Kirchhausen, Tom and Betzig, Eric} } @article {47790, title = {Membrane dynamics of dividing cells imaged by lattice light-sheet microscopy.}, journal = {Molecular Biology of the Cell}, volume = {27}, year = {2016}, month = {2016 Aug 17}, pages = {3418-35}, abstract = {

Membrane remodeling is an essential part for transfer of components to and from the cell surface and membrane-bound organelles, and for changes in cell shape, particularly critical during cell division. Earlier analyses, based on classical optical live-cell imaging, mostly restricted by technical necessity to the attached bottom surface, showed persistent formation of endocytic clathrin pits and vesicles during mitosis. Taking advantage of the resolution, speed, and non-invasive illumination of the newly developed lattice light sheet fluorescence microscope, we reexamined their assembly dynamics over the entire cell surface and showed that clathrin pits form at a lower rate during late mitosis. Full-cell imaging measurements of cell surface area and volume throughout the cell cycle of single cells in culture and in zebrafish embryos showed that the total surface increased rapidly during the transition from telophase to cytokinesis, whereas cell volume increased slightly in metaphase and remained relatively constant during cytokinesis. These applications demonstrate the advantage of lattice light sheet microscopy and enable a new standard for imaging membrane dynamics in single cells and in multicellular assemblies.

}, issn = {1939-4586}, doi = {10.1091/mbc.E16-03-0164}, author = {Aguet, Fran{\c c}ois and Upadhyayula, Srigokul and Gaudin, Rapha{\"e}l and Chou, Yi-ying and Cocucci, Emanuele and He, Kangmin and Chen, Bi-Chang and Mosaliganti, Kishore and Pasham, Mithun and Skillern, Wesley and Legant, Wesley R and Liu, Tsung-Li and Findlay, Greg and Marino, Eric and Danuser, Gaudenz and Megason, Sean and Betzig, Eric and Kirchhausen, Tom} }