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      Miniaturized integration of a fluorescence microscope

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          Abstract

          The light microscope is traditionally an instrument of substantial size and expense. Its miniaturized integration would enable many new applications based on mass-producible, tiny microscopes. Key prospective usages include brain imaging in behaving animals towards relating cellular dynamics to animal behavior. Here we introduce a miniature (1.9 g) integrated fluorescence microscope made from mass-producible parts, including semiconductor light source and sensor. This device enables high-speed cellular-level imaging across ∼0.5 mm 2 areas in active mice. This capability allowed concurrent tracking of Ca 2+ spiking in >200 Purkinje neurons across nine cerebellar microzones. During mouse locomotion, individual microzones exhibited large-scale, synchronized Ca 2+ spiking. This is a mesoscopic neural dynamic missed by prior techniques for studying the brain at other length scales. Overall, the integrated microscope is a potentially transformative technology that permits distribution to many animals and enables diverse usages, such as portable diagnostics or microscope arrays for large-scale screens.

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          Most cited references36

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          Imaging large-scale neural activity with cellular resolution in awake, mobile mice.

          We report a technique for two-photon fluorescence imaging with cellular resolution in awake, behaving mice with minimal motion artifact. The apparatus combines an upright, table-mounted two-photon microscope with a spherical treadmill consisting of a large, air-supported Styrofoam ball. Mice, with implanted cranial windows, are head restrained under the objective while their limbs rest on the ball's upper surface. Following adaptation to head restraint, mice maneuver on the spherical treadmill as their heads remain motionless. Image sequences demonstrate that running-associated brain motion is limited to approximately 2-5 microm. In addition, motion is predominantly in the focal plane, with little out-of-plane motion, making the application of a custom-designed Hidden-Markov-Model-based motion correction algorithm useful for postprocessing. Behaviorally correlated calcium transients from large neuronal and astrocytic populations were routinely measured, with an estimated motion-induced false positive error rate of <5%.
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            Automated analysis of cellular signals from large-scale calcium imaging data.

            Recent advances in fluorescence imaging permit studies of Ca(2+) dynamics in large numbers of cells, in anesthetized and awake behaving animals. However, unlike for electrophysiological signals, standardized algorithms for assigning optically recorded signals to individual cells have not yet emerged. Here, we describe an automated sorting procedure that combines independent component analysis and image segmentation for extracting cells' locations and their dynamics with minimal human supervision. In validation studies using simulated data, automated sorting significantly improved estimation of cellular signals compared to conventional analysis based on image regions of interest. We used automated procedures to analyze data recorded by two-photon Ca(2+) imaging in the cerebellar vermis of awake behaving mice. Our analysis yielded simultaneous Ca(2+) activity traces for up to >100 Purkinje cells and Bergmann glia from single recordings. Using this approach, we found microzones of Purkinje cells that were stable across behavioral states and in which synchronous Ca(2+) spiking rose significantly during locomotion.
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              Is Open Access

              Mobile Phone Based Clinical Microscopy for Global Health Applications

              Light microscopy provides a simple, cost-effective, and vital method for the diagnosis and screening of hematologic and infectious diseases. In many regions of the world, however, the required equipment is either unavailable or insufficiently portable, and operators may not possess adequate training to make full use of the images obtained. Counterintuitively, these same regions are often well served by mobile phone networks, suggesting the possibility of leveraging portable, camera-enabled mobile phones for diagnostic imaging and telemedicine. Toward this end we have built a mobile phone-mounted light microscope and demonstrated its potential for clinical use by imaging P. falciparum-infected and sickle red blood cells in brightfield and M. tuberculosis-infected sputum samples in fluorescence with LED excitation. In all cases resolution exceeded that necessary to detect blood cell and microorganism morphology, and with the tuberculosis samples we took further advantage of the digitized images to demonstrate automated bacillus counting via image analysis software. We expect such a telemedicine system for global healthcare via mobile phone – offering inexpensive brightfield and fluorescence microscopy integrated with automated image analysis – to provide an important tool for disease diagnosis and screening, particularly in the developing world and rural areas where laboratory facilities are scarce but mobile phone infrastructure is extensive.
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                Author and article information

                Journal
                101215604
                32338
                Nat Methods
                Nat. Methods
                Nature methods
                1548-7091
                1548-7105
                14 September 2013
                11 September 2011
                28 October 2013
                : 8
                : 10
                : 10.1038/nmeth.1694
                Affiliations
                [1 ]David Packard Electrical Engineering Building, Stanford University, Stanford CA 94305, USA
                [2 ]James H. Clark Center, Stanford University, Stanford CA 94305, USA
                [3 ]Howard Hughes Medical Institute, Stanford University, Stanford CA 94305, USA
                [4 ]CNC Program, Stanford University, Stanford CA 94305, USA
                Author notes
                Correspondence should be sent to M.J.S. ( mschnitz@ 123456stanford.edu )
                [*]

                Author Contributions. These authors contributed equally.

                [*]

                K.K.G. performed optical analysis, designed electronic circuits, assembled microscopy systems, wrote cell-counting software, and performed the zebrafish, tuberculosis, and cell counting experiments.

                [*]

                LDB performed optical analysis, designed the optical pathway, assembled microscopy systems, performed cerebellum and hippocampal imaging studies, and analyzed the Ca 2+-imaging data.

                [*]

                E.D.C. designed the mechanical housing, heat dissipation, focusing mechanisms, and illumination control circuitry, assembled microscopy systems, designed and built behavioral enclosures with video acquisition, and analyzed the behavioral and microcirculation data. A.N. developed the cerebellar preparation and performed cerebellar imaging studies. Y.Z. developed and performed the hippocampal imaging methodology. A.E.G. supervised the project. M.J.S. supervised the project and wrote the paper. All authors designed experiments and edited the paper.

                Article
                NIHMS317546
                10.1038/nmeth.1694
                3810311
                21909102
                c710a795-be58-4bbb-91f5-900af7d3c383

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                History
                Funding
                Funded by: National Eye Institute : NEI
                Award ID: PN2 EY018241 || EY
                Categories
                Article

                Life sciences
                Life sciences

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