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92 Janelia Publications

Showing 31-40 of 92 results
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    07/13/15 | Continuous volumetric imaging via an optical phase-locked ultrasound lens.
    Kong L, Tang J, Little JP, Yu Y, Lämmermann T, Lin CP, Germain RN, Cui M
    Nature Methods. 2015-Jul 13;12(8):759-62. doi: 10.1038/nmeth.3476

    In vivo imaging at high spatiotemporal resolution is key to the understanding of complex biological systems. We integrated an optical phase-locked ultrasound lens into a two-photon fluorescence microscope and achieved microsecond-scale axial scanning, thus enabling volumetric imaging at tens of hertz. We applied this system to multicolor volumetric imaging of processes sensitive to motion artifacts, including calcium dynamics in behaving mouse brain and transient morphology changes and trafficking of immune cells.

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    05/30/25 | Cross-Tissue Coordination between SLC Nucleoside Transporters Regulates Reproduction in Caenorhabditis elegans
    Guan Y, Yu Y, Gao SM, Ding L, Zhao Q, Wang M
    PLoS Genet. 2025 May 30:. doi: 10.1371/journal.pgen.1011425

    Metabolism is fundamental to organism physiology and pathology. From the intricate network of metabolic reactions, diverse chemical molecules, collectively termed as metabolites, are produced. In multicellular organisms, metabolite communication between different tissues is vital for maintaining homeostasis and adaptation. However, the molecular mechanisms mediating these metabolite communications remain poorly understood. Here, we focus on nucleosides and nucleotides, essential metabolites involved in multiple cellular processes, and report the pivotal role of the SLC29A family of transporters in mediating nucleoside coordination between the soma and the germline. Through genetic analysis, we discovered that two Caenorhabditis elegans homologs of SLC29A transporters, Equilibrative Nucleoside Transporter ENT-1 and ENT-2, act in the germline and the intestine, respectively, to regulate reproduction. Their knockdown synergistically results in sterility. Further single-cell transcriptomic and targeted metabolomic profiling revealed that the ENT double knockdown specifically affects genes in the purine biosynthesis pathway and reduces the ratio of guanosine to adenosine levels. Importantly, guanosine supplementation into the body cavity/pseudocoelom through microinjection rescued the sterility caused by the ENT double knockdown, whereas adenosine microinjection had no effect. Together, these studies support guanosine as a rate limiting factor in the control of reproduction, uncover the previously unknown nucleoside/nucleotide communication between the soma and the germline essential for reproductive success, and highlight the significance of SLC-mediated cell-nonautonomous metabolite coordination in regulating organism physiology.

     

    Preprint: https://doi.org/10.1101/2024.09.12.612591

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    08/05/24 | DaCapo: a modular deep learning framework for scalable 3D image segmentation
    Patton W, Rhoades JL, Zouinkhi M, Ackerman DG, Malin-Mayor C, Adjavon D, Heinrich L, Bennett D, Zubov Y, Team CP, Weigel A, Funke J
    arXiv. 2024 Aug 05:. doi: 10.48550/arXiv.2408.02834

    DaCapo is a specialized deep learning library tailored to expedite the training and application of existing machine learning approaches on large, near-isotropic image data. In this correspondence, we introduce DaCapo's unique features optimized for this specific domain, highlighting its modular structure, efficient experiment management tools, and scalable deployment capabilities. We discuss its potential to improve access to large-scale, isotropic image segmentation and invite the community to explore and contribute to this open-source initiative.

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    09/07/24 | Data Release: High-Resolution Imaging and Segmentation of P7 Mouse Tissue Microarchitecture Using FIB-SEM and Machine Learning
    Ackerman D, Avetissian E, Bleck CK, Bogovic JA, Innerberger M, Korff W, Li W, Lu Z, Petruncio A, Preibisch S, Qiu W, Rhoades J, Saalfeld S, Silva M, Trautman ET, Vorimo R, Weigel A, Yu Z, Zubov Y,
    bioRxiv. 2024 Sep 07:. doi: 10.1101/2024.09.05.611438

    This report presents a comprehensive data release exploring the tissue microarchitecture of P7 aged mice using Focused Ion Beam Scanning Electron Microscopy (FIB-SEM) combined with machine learning-based segmentations of nuclei. The study includes high-resolution 3D volumes and nucleus segmentations for seven vital tissues—pancreas, liver, kidney, heart, thymus, hippocampus, and skin—from a single mouse. The detailed datasets are openly accessible on OpenOrganelle.org, providing a valuable resource for the scientific community to support further research and collaboration.

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    02/20/25 | Deep-tissue transcriptomics and subcellular imaging at high spatial resolution
    Gandin V, Kim J, Yang L, Lian Y, Kawase T, Hu A, Rokicki K, Fleishman G, Tillberg P, Aguilera Castrejon A, Stringer C, Preibisch S, Liu ZJ
    Science. 2025 Feb 20:. doi: 10.1126/science.adq2084

    Limited color channels in fluorescence microscopy have long constrained spatial analysis in biological specimens. Here, we introduce cycle Hybridization Chain Reaction (HCR), a method that integrates multicycle DNA barcoding with HCR to overcome this limitation. cycleHCR enables highly multiplexed imaging of RNA and proteins using a unified barcode system. Whole-embryo transcriptomics imaging achieved precise three-dimensional gene expression and cell fate mapping across a specimen depth of ~310 μm. When combined with expansion microscopy, cycleHCR revealed an intricate network of 10 subcellular structures in mouse embryonic fibroblasts. In mouse hippocampal slices, multiplex RNA and protein imaging uncovered complex gene expression gradients and cell-type-specific nuclear structural variations. cycleHCR provides a quantitative framework for elucidating spatial regulation in deep tissue contexts for research and potentially diagnostic applications.

     

    bioRxiv preprint: 10.1101/2024.05.17.594641

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    12/06/24 | Development of a novel methodology for ascertaining scientific opinion and extent of agreement.
    Vickers P, Adamo L, Alfano M, Clark C, Cresto E, Cui H, Dang H, Dellsén F, Dupin N, Gradowski L, Graf S, Guevara A, Hallap M, Hamilton J, Hardey M, Helm P, Landrum A, Levy N, Machery E, Mills S, Muller S, Sheppard J, N K S, Slater M, Stegenga J, Strandin H, Stuart MT, Sweet D, Tasdan U, Taylor H, Towler O, Tulodziecki D, Tworek H, Wallbank R, Wiltsche H, Mitchell Finnigan S
    PLoS One. 2024 Dec 06;19(12):e0313541. doi: 10.1371/journal.pone.0313541

    We take up the challenge of developing an international network with capacity to survey the world's scientists on an ongoing basis, providing rich datasets regarding the opinions of scientists and scientific sub-communities, both at a time and also over time. The novel methodology employed sees local coordinators, at each institution in the network, sending survey invitation emails internally to scientists at their home institution. The emails link to a '10 second survey', where the participant is presented with a single statement to consider, and a standard five-point Likert scale. In June 2023, a group of 30 philosophers and social scientists invited 20,085 scientists across 30 institutions in 12 countries to participate, gathering 6,807 responses to the statement Science has put it beyond reasonable doubt that COVID-19 is caused by a virus. The study demonstrates that it is possible to establish a global network to quickly ascertain scientific opinion on a large international scale, with high response rate, low opt-out rate, and in a way that allows for significant (perhaps indefinite) repeatability. Measuring scientific opinion in this new way would be a valuable complement to currently available approaches, potentially informing policy decisions and public understanding across diverse fields.

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    12/31/24 | Discovery of neuronal cell types by pairing whole cell reconstructions with RNA expression profiles
    The MouseLight Project Team , Ferreira TA, Eddison M, Copeland M, Lay M, Tenshaw E, Weldon M, Schauder D, Olbris DJ, Rokicki K, Spruston N, Tillberg PW, Korff W, Dudman JT
    bioRxiv. 12/2024:. doi: 10.1101/2024.12.30.630829

    Effective classification of neuronal cell types requires both molecular and morphological descriptors to be collected in situ at single cell resolution. However, current spatial transcriptomics techniques are not compatible with imaging workflows that successfully reconstruct the morphology of complete axonal projections. Here, we introduce a new methodology that combines tissue clearing, submicron whole-brain two photon imaging, and Expansion-Assisted Iterative Fluorescence In Situ Hybridization (EASI-FISH) to assign molecular identities to fully reconstructed neurons in the mouse brain, which we call morphoFISH. We used morphoFISH to molecularly identify a previously unknown population of cingulate neurons projecting ipsilaterally to the dorsal striatum and contralaterally to higher-order thalamus. By pairing whole-brain morphometry, improved techniques for nucleic acid preservation and spatial gene expression, morphoFISH offers a quantitative solution for discovery of multimodal cell types and complements existing techniques for characterization of increasingly fine-grained cellular heterogeneity in brain circuits.Competing Interest StatementThe authors have declared no competing interest.

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    09/16/23 | Driver lines for studying associative learning in Drosophila
    Yichun Shuai , Megan Sammons , Gabriella Sterne , Karen Hibbard , He Yang , Ching-Po Yang , Claire Managan , Igor Siwanowicz , Tzumin Lee , Gerald M. Rubin , Glenn Turner , Yoshinori Aso
    bioRxiv. 2023 Sep 16:. doi: https://doi.org/10.7554/elife.94168.4

    The mushroom body (MB) is the center for associative learning in insects. In Drosophila, intersectional split-GAL4 drivers and electron microscopy (EM) connectomes have laid the foundation for precise interrogation of the MB neural circuits. However, many cell types upstream and downstream of the MB remained to be investigated due to lack of driver lines. Here we describe a new collection of over 800 split-GAL4 and split-LexA drivers that cover approximately 300 cell types, including sugar sensory neurons, putative nociceptive ascending neurons, olfactory and thermo-/hygro-sensory projection neurons, interneurons connected with the MB-extrinsic neurons, and various other cell types. We characterized activation phenotypes for a subset of these lines and identified the sugar sensory neuron line most suitable for reward substitution. Leveraging the thousands of confocal microscopy images associated with the collection, we analyzed neuronal morphological stereotypy and discovered that one set of mushroom body output neurons, MBON08/MBON09, exhibits striking individuality and asymmetry across animals. In conjunction with the EM connectome maps, the driver lines reported here offer a powerful resource for functional dissection of neural circuits for associative learning in adult Drosophila.

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    06/16/15 | Dynamical feature extraction at the sensory periphery guides chemotaxis.
    Schulze A, Gomez-Marin A, Rajendran VG, Lott G, Musy M, Ahammad P, Deogade A, Sharpe J, Riedl J, Jarriault D, Trautman ET, Werner C, Venkadesan M, Druckmann S, Jayaraman V, Louis M
    eLife. 2015 Jun 16;4:. doi: 10.7554/eLife.06694

    Behavioral strategies employed for chemotaxis have been described across phyla, but the sensorimotor basis of this phenomenon has seldom been studied in naturalistic contexts. Here, we examine how signals experienced during free olfactory behaviors are processed by first-order olfactory sensory neurons (OSNs) of the Drosophila larva. We find that OSNs can act as differentiators that transiently normalize stimulus intensity-a property potentially derived from a combination of integral feedback and feed-forward regulation of olfactory transduction. In olfactory virtual reality experiments, we report that high activity levels of the OSN suppress turning, whereas low activity levels facilitate turning. Using a generalized linear model, we explain how peripheral encoding of olfactory stimuli modulates the probability of switching from a run to a turn. Our work clarifies the link between computations carried out at the sensory periphery and action selection underlying navigation in odor gradients.

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    05/15/16 | Evidence for an audience effect in mice: male social partners alter the male vocal response to female cues.
    Seagraves KM, Arthur BJ, Egnor SE
    The Journal of Experimental Biology. 2016 May 15;219(Pt 10):1437-48. doi: 10.1242/jeb.129361

    Mice (Mus musculus) form large and dynamic social groups and emit ultrasonic vocalizations in a variety of social contexts. Surprisingly, these vocalizations have been studied almost exclusively in the context of cues from only one social partner, despite the observation that in many social species the presence of additional listeners changes the structure of communication signals. Here, we show that male vocal behavior elicited by female odor is affected by the presence of a male audience - with changes in vocalization count, acoustic structure and syllable complexity. We further show that single sensory cues are not sufficient to elicit this audience effect, indicating that multiple cues may be necessary for an audience to be apparent. Together, these experiments reveal that some features of mouse vocal behavior are only expressed in more complex social situations, and introduce a powerful new assay for measuring detection of the presence of social partners in mice.

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