1
|
Pesce L, Ricci P, Sportelli G, Belcari N, Sancataldo G. Expansion and Light-Sheet Microscopy for Nanoscale 3D Imaging. SMALL METHODS 2024:e2301715. [PMID: 38461540 DOI: 10.1002/smtd.202301715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 02/10/2024] [Indexed: 03/12/2024]
Abstract
Expansion Microscopy (ExM) and Light-Sheet Fluorescence Microscopy (LSFM) are forefront imaging techniques that enable high-resolution visualization of biological specimens. ExM enhances nanoscale investigation using conventional fluorescence microscopes, while LSFM offers rapid, minimally invasive imaging over large volumes. This review explores the joint advancements of ExM and LSFM, focusing on the excellent performance of the integrated modality obtained from the combination of the two, which is refer to as ExLSFM. In doing so, the chemical processes required for ExM, the tailored optical setup of LSFM for examining expanded samples, and the adjustments in sample preparation for accurate data collection are emphasized. It is delve into various specimen types studied using this integrated method and assess its potential for future applications. The goal of this literature review is to enrich the comprehension of ExM and LSFM, encouraging their wider use and ongoing development, looking forward to the upcoming challenges, and anticipating innovations in these imaging techniques.
Collapse
Affiliation(s)
- Luca Pesce
- Department of Physics - Enrico Fermi, University of Pisa, Largo Pontecorvo, 3, Pisa, 56127, Italy
| | - Pietro Ricci
- Department of Applied Physics, University of Barcelona, C/Martí i Franquès, 1, Barcelona, 08028, Spain
| | - Giancarlo Sportelli
- Department of Physics - Enrico Fermi, University of Pisa, Largo Pontecorvo, 3, Pisa, 56127, Italy
| | - Nicola Belcari
- Department of Physics - Enrico Fermi, University of Pisa, Largo Pontecorvo, 3, Pisa, 56127, Italy
| | - Giuseppe Sancataldo
- Department of Physics - Emilio Segrè, University of Palermo, Viale delle Scienze, 18, Palermo, 90128, Italy
| |
Collapse
|
2
|
Turrini L, Roschi L, de Vito G, Pavone FS, Vanzi F. Imaging Approaches to Investigate Pathophysiological Mechanisms of Brain Disease in Zebrafish. Int J Mol Sci 2023; 24:9833. [PMID: 37372981 DOI: 10.3390/ijms24129833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/01/2023] [Accepted: 06/02/2023] [Indexed: 06/29/2023] Open
Abstract
Zebrafish has become an essential model organism in modern biomedical research. Owing to its distinctive features and high grade of genomic homology with humans, it is increasingly employed to model diverse neurological disorders, both through genetic and pharmacological intervention. The use of this vertebrate model has recently enhanced research efforts, both in the optical technology and in the bioengineering fields, aiming at developing novel tools for high spatiotemporal resolution imaging. Indeed, the ever-increasing use of imaging methods, often combined with fluorescent reporters or tags, enable a unique chance for translational neuroscience research at different levels, ranging from behavior (whole-organism) to functional aspects (whole-brain) and down to structural features (cellular and subcellular). In this work, we present a review of the imaging approaches employed to investigate pathophysiological mechanisms underlying functional, structural, and behavioral alterations of human neurological diseases modeled in zebrafish.
Collapse
Affiliation(s)
- Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
| | - Lorenzo Roschi
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
| | - Giuseppe de Vito
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Viale Gaetano Pieraccini 6, 50139 Florence, Italy
- Interdepartmental Centre for the Study of Complex Dynamics, University of Florence, Via Giovanni Sansone 1, 50019 Sesto Fiorentino, Italy
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Via Giovanni Sansone 1, 50019 Sesto Fiorentino, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
| | - Francesco Vanzi
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, 50019 Sesto Fiorentino, Italy
- Department of Biology, University of Florence, Via Madonna del Piano 6, 50019 Sesto Fiorentino, Italy
| |
Collapse
|
3
|
Power RM, Schlaeppi A, Huisken J. Compact, high-speed multi-directional selective plane illumination microscopy. BIOMEDICAL OPTICS EXPRESS 2023; 14:1445-1459. [PMID: 37078034 PMCID: PMC10110309 DOI: 10.1364/boe.476217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/21/2022] [Accepted: 12/22/2022] [Indexed: 05/03/2023]
Abstract
We present an elegant scheme for providing multi-directional illumination in selective plane illumination microscopy (SPIM). Light sheets can be delivered from one of two opposed directions at a time and pivoted about their center for efficient stripe artifact suppression using only a single galvanometric scanning mirror to perform both functions. The scheme results in a much smaller instrument footprint and allows multi-directional illumination with reduced expense compared with comparable schemes. Switching between the illumination paths is near instantaneous and the whole-plane illumination scheme of SPIM maintains the lowest rates of photodamage, which is often sacrificed by other recently reported destriping strategies. The ease of synchronization allows this scheme to be used at higher speeds than resonant mirrors typically used in this regard. We provide validation of this approach in the dynamic environment of the zebrafish beating heart, where imaging at up to 800 frames per second is demonstrated alongside efficient suppression of artifacts.
Collapse
Affiliation(s)
- Rory M. Power
- Morgridge Institute for Research, 330 N Orchard St, Madison, WI 53715, USA
- EMBL Imaging Centre EMBL Heidelberg, Meyerhofstrasse 1, 69117 Heidelberg, Germany
| | - Anjalie Schlaeppi
- Morgridge Institute for Research, 330 N Orchard St, Madison, WI 53715, USA
- Bioimaging and Optics Platform, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, 1015 Vaud, Switzerland
| | - Jan Huisken
- Morgridge Institute for Research, 330 N Orchard St, Madison, WI 53715, USA
- Department of Integrative Biology, University of Wisconsin, Madison, 250 N Mills St, Madison, WI 53706, USA
- Department of Biology and Psychology, Georg-August-University Göttingen, Friedrich-Hund-Platz 1, 37077 Göttingen, Germany
| |
Collapse
|
4
|
Pesce L, Scardigli M, Gavryusev V, Laurino A, Mazzamuto G, Brady N, Sancataldo G, Silvestri L, Destrieux C, Hof PR, Costantini I, Pavone FS. 3D molecular phenotyping of cleared human brain tissues with light-sheet fluorescence microscopy. Commun Biol 2022; 5:447. [PMID: 35551498 PMCID: PMC9098858 DOI: 10.1038/s42003-022-03390-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 04/21/2022] [Indexed: 12/17/2022] Open
Abstract
The combination of optical tissue transparency with immunofluorescence allows the molecular characterization of biological tissues in 3D. However, adult human organs are particularly challenging to become transparent because of the autofluorescence contributions of aged tissues. To meet this challenge, we optimized SHORT (SWITCH-H2O2-antigen Retrieval-TDE), a procedure based on standard histological treatments in combination with a refined clearing procedure to clear and label portions of the human brain. 3D histological characterization with multiple molecules is performed on cleared samples with a combination of multi-colors and multi-rounds labeling. By performing fast 3D imaging of the samples with a custom-made inverted light-sheet fluorescence microscope (LSFM), we reveal fine details of intact human brain slabs at subcellular resolution. Overall, we proposed a scalable and versatile technology that in combination with LSFM allows mapping the cellular and molecular architecture of the human brain, paving the way to reconstruct the entire organ.
Collapse
Affiliation(s)
- Luca Pesce
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy
| | - Marina Scardigli
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy
| | - Vladislav Gavryusev
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy
| | - Annunziatina Laurino
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | - Giacomo Mazzamuto
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- National Institute of Optics (INO), National Research Council (CNR), Sesto Fiorentino, Italy
| | - Niamh Brady
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
| | - Giuseppe Sancataldo
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy
- National Institute of Optics (INO), National Research Council (CNR), Sesto Fiorentino, Italy
| | | | - Patrick R Hof
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Irene Costantini
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy.
- National Institute of Optics (INO), National Research Council (CNR), Sesto Fiorentino, Italy.
- Department of Biology, University of Florence, Florence, Italy.
| | - Francesco S Pavone
- European Laboratory for Non-linear Spectroscopy (LENS), University of Florence, Sesto Fiorentino, Italy
- Department of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy
- National Institute of Optics (INO), National Research Council (CNR), Sesto Fiorentino, Italy
| |
Collapse
|
5
|
Ricci P, Marchetti M, Sorelli M, Turrini L, Resta F, Gavryusev V, de Vito G, Sancataldo G, Vanzi F, Silvestri L, Pavone FS. Power-effective scanning with AODs for 3D optogenetic applications. JOURNAL OF BIOPHOTONICS 2022; 15:e202100256. [PMID: 35000289 DOI: 10.1002/jbio.202100256] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 05/18/2023]
Abstract
Two-photon (2P) excitation is a cornerstone approach widely employed in neuroscience microscopy for deep optical access and sub-micrometric-resolution light targeting into the brain. However, besides structural and functional imaging, 2P optogenetic stimulations are less routinary, especially in 3D. This is because of the adopted scanning systems, often feebly effective, slow and mechanically constricted. Faster illumination can be achieved through acousto-optic deflectors (AODs) although their applicability to large volumes excitation has been limited by large efficiency drop along the optical axis. Here, we present a new AOD-based scheme for 2P 3D scanning that improves the power delivery between different illumination planes. We applied this approach to photostimulate an optogenetic actuator in zebrafish larvae, demonstrating the method efficiency observing increased activity responses and uniform activation probabilities from neuronal clusters addressed in the volume. This novel driving scheme can open to new AOD applications in neuroscience, allowing more effective 3D interrogation in large neuronal networks.
Collapse
Affiliation(s)
- Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
| | | | - Michele Sorelli
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
| | - Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
| | - Francesco Resta
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
| | - Vladislav Gavryusev
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
| | - Giuseppe de Vito
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy
| | | | - Francesco Vanzi
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Biology, University of Florence, Florence, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
- National Institute of Optics, Florence, Italy
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Florence
- Department of Physics and Astronomy, University of Florence, Florence
- L4T-Light4Tech, Florence, Italy
- National Institute of Optics, Florence, Italy
| |
Collapse
|
6
|
de Vito G, Turrini L, Müllenbroich C, Ricci P, Sancataldo G, Mazzamuto G, Tiso N, Sacconi L, Fanelli D, Silvestri L, Vanzi F, Pavone FS. Fast whole-brain imaging of seizures in zebrafish larvae by two-photon light-sheet microscopy. BIOMEDICAL OPTICS EXPRESS 2022; 13:1516-1536. [PMID: 35414999 PMCID: PMC8973167 DOI: 10.1364/boe.434146] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 11/22/2021] [Accepted: 11/22/2021] [Indexed: 05/27/2023]
Abstract
Light-sheet fluorescence microscopy (LSFM) enables real-time whole-brain functional imaging in zebrafish larvae. Conventional one-photon LSFM can however induce undesirable visual stimulation due to the use of visible excitation light. The use of two-photon (2P) excitation, employing near-infrared invisible light, provides unbiased investigation of neuronal circuit dynamics. However, due to the low efficiency of the 2P absorption process, the imaging speed of this technique is typically limited by the signal-to-noise-ratio. Here, we describe a 2P LSFM setup designed for non-invasive imaging that enables quintuplicating state-of-the-art volumetric acquisition rate of the larval zebrafish brain (5 Hz) while keeping low the laser intensity on the specimen. We applied our system to the study of pharmacologically-induced acute seizures, characterizing the spatial-temporal dynamics of pathological activity and describing for the first time the appearance of caudo-rostral ictal waves (CRIWs).
Collapse
Affiliation(s)
- Giuseppe de Vito
- University of Florence, Department of Neuroscience, Psychology, Drug Research and Child Health, Viale Pieraccini 6, Florence, Italy, 50139, Italy
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- Co-first authors with equal contribution
| | - Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino 50019, Italy
- Co-first authors with equal contribution
| | - Caroline Müllenbroich
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- School of Physics and Astronomy, Kelvin Building, University of Glasgow, G12 8QQ, Glasgow, UK
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| | - Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| | - Giuseppe Sancataldo
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino 50019, Italy
| | - Giacomo Mazzamuto
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| | - Natascia Tiso
- University of Padova, Department of Biology, Via U. Bassi 58/B, Padova 35131, Italy
| | - Leonardo Sacconi
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| | - Duccio Fanelli
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino 50019, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| | - Francesco Vanzi
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- University of Florence, Department of Biology, Via Madonna del Piano 6, Sesto Fiorentino 50019, Italy
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy
| |
Collapse
|
7
|
Janiak FK, Bartel P, Bale MR, Yoshimatsu T, Komulainen E, Zhou M, Staras K, Prieto-Godino LL, Euler T, Maravall M, Baden T. Non-telecentric two-photon microscopy for 3D random access mesoscale imaging. Nat Commun 2022; 13:544. [PMID: 35087041 PMCID: PMC8795402 DOI: 10.1038/s41467-022-28192-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 01/04/2022] [Indexed: 01/07/2023] Open
Abstract
Diffraction-limited two-photon microscopy permits minimally invasive optical monitoring of neuronal activity. However, most conventional two-photon microscopes impose significant constraints on the size of the imaging field-of-view and the specific shape of the effective excitation volume, thus limiting the scope of biological questions that can be addressed and the information obtainable. Here, employing a non-telecentric optical design, we present a low-cost, easily implemented and flexible solution to address these limitations, offering a several-fold expanded three-dimensional field of view. Moreover, rapid laser-focus control via an electrically tunable lens allows near-simultaneous imaging of remote regions separated in three dimensions and permits the bending of imaging planes to follow natural curvatures in biological structures. Crucially, our core design is readily implemented (and reversed) within a matter of hours, making it highly suitable as a base platform for further development. We demonstrate the application of our system for imaging neuronal activity in a variety of examples in zebrafish, mice and fruit flies.
Collapse
Affiliation(s)
- F K Janiak
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK.
| | - P Bartel
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - M R Bale
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - T Yoshimatsu
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - E Komulainen
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - M Zhou
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - K Staras
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | | | - T Euler
- Institute of Ophthalmic Research, University of Tübingen, Tübingen, Germany
- Centre for Integrative Neuroscience, University of Tübingen, Tübingen, Germany
| | - M Maravall
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK
| | - T Baden
- Sussex Neuroscience, School of Life Sciences, University of Sussex, Brighton, UK.
- Institute of Ophthalmic Research, University of Tübingen, Tübingen, Germany.
| |
Collapse
|
8
|
Valli J, Sanderson J. Super-Resolution Fluorescence Microscopy Methods for Assessing Mouse Biology. Curr Protoc 2021; 1:e224. [PMID: 34436832 DOI: 10.1002/cpz1.224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Super-resolution (diffraction unlimited) microscopy was developed 15 years ago; the developers were awarded the Nobel Prize in Chemistry in recognition of their work in 2014. Super-resolution microscopy is increasingly being applied to diverse scientific fields, from single molecules to cell organelles, viruses, bacteria, plants, and animals, especially the mammalian model organism Mus musculus. In this review, we explain how super-resolution microscopy, along with fluorescence microscopy from which it grew, has aided the renaissance of the light microscope. We cover experiment planning and specimen preparation and explain structured illumination microscopy, super-resolution radial fluctuations, stimulated emission depletion microscopy, single-molecule localization microscopy, and super-resolution imaging by pixel reassignment. The final section of this review discusses the strengths and weaknesses of each super-resolution technique and how to choose the best approach for your research. © 2021 The Authors. Current Protocols published by Wiley Periodicals LLC.
Collapse
Affiliation(s)
- Jessica Valli
- Edinburgh Super Resolution Imaging Consortium (ESRIC), Institute of Biological Chemistry, Biophysics and Bioengineering, Heriot-Watt University, Edinburgh, United Kingdom
| | - Jeremy Sanderson
- MRC Harwell Institute, Mammalian Genetics Unit, Harwell Campus, Oxfordshire, United Kingdom
| |
Collapse
|
9
|
Ricci P, Gavryusev V, Müllenbroich C, Turrini L, de Vito G, Silvestri L, Sancataldo G, Pavone FS. Removing striping artifacts in light-sheet fluorescence microscopy: a review. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2021; 168:52-65. [PMID: 34274370 DOI: 10.1016/j.pbiomolbio.2021.07.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 06/21/2021] [Accepted: 07/12/2021] [Indexed: 11/24/2022]
Abstract
In recent years, light-sheet fluorescence microscopy (LSFM) has found a broad application for imaging of diverse biological samples, ranging from sub-cellular structures to whole animals, both in-vivo and ex-vivo, owing to its many advantages relative to point-scanning methods. By providing the selective illumination of sample single planes, LSFM achieves an intrinsic optical sectioning and direct 2D image acquisition, with low out-of-focus fluorescence background, sample photo-damage and photo-bleaching. On the other hand, such an illumination scheme is prone to light absorption or scattering effects, which lead to uneven illumination and striping artifacts in the images, oriented along the light sheet propagation direction. Several methods have been developed to address this issue, ranging from fully optical solutions to entirely digital post-processing approaches. In this work, we present them, outlining their advantages, performance and limitations.
Collapse
Affiliation(s)
- Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
| | - Vladislav Gavryusev
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
| | | | - Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
| | - Giuseppe de Vito
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Neuroscience, Psychology, Drug Research and Child Health, Florence, 50139, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy; National Institute of Optics, National Research Council, Sesto Fiorentino, 50019, Italy
| | - Giuseppe Sancataldo
- University of Palermo, Department of Physics and Chemistry, Palermo, 90128, Italy.
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy; University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy; National Institute of Optics, National Research Council, Sesto Fiorentino, 50019, Italy.
| |
Collapse
|
10
|
Sancataldo G, Ferrara V, Bonomo FP, Chillura Martino DF, Licciardi M, Pignataro BG, Vetri V. Identification of microplastics using 4-dimethylamino-4'-nitrostilbene solvatochromic fluorescence. Microsc Res Tech 2021; 84:2820-2831. [PMID: 34047435 PMCID: PMC9291063 DOI: 10.1002/jemt.23841] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/04/2021] [Accepted: 05/15/2021] [Indexed: 01/20/2023]
Abstract
In this work, we introduce the use of 4‐dimethylamino‐4′‐nitrostilbene (DANS) fluorescent dye for applications in the detection and analysis of microplastics, an impendent source of pollution made of synthetic organic polymers with a size varying from less than 5 mm to nanometer scale. The use of this dye revealed itself as a versatile, fast and sensitive tool for readily discriminate microplastics in water environment. The experimental evidences herein presented demonstrate that DANS efficiently absorbs into a variety of polymers constituting microplastics, and its solvatochromic properties lead to a positive shift of the fluorescence emission spectrum according to the polarity of the polymers. Therefore, under UV illumination, microplastics glow a specific emission spectrum from blue to red that allows for a straightforward polymer identification. In addition, we show that DANS staining gives access to different detection and analysis strategies based on fluorescence microscopy, from simple epifluorescence fragments visualization, to confocal microscopy and phasor approach for plastic components quantification.
Collapse
Affiliation(s)
- Giuseppe Sancataldo
- Dipartimento di Fisica e Chimica – Emilio SegrèUniversità degli Studi di PalermoViale delle Scienze, 18PalermoItaly
| | - Vittorio Ferrara
- National Interuniversity Consortium of Materials Science and Technology (INSTM)UdR of PalermoFlorenceItaly
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e FarmaceuticheUniversità di PalermoViale delle Scienze, 17PalermoItaly
| | | | - Delia Francesca Chillura Martino
- National Interuniversity Consortium of Materials Science and Technology (INSTM)UdR of PalermoFlorenceItaly
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e FarmaceuticheUniversità di PalermoViale delle Scienze, 17PalermoItaly
| | - Mariano Licciardi
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e FarmaceuticheUniversità di PalermoViale delle Scienze, 17PalermoItaly
| | - Bruno Giuseppe Pignataro
- Dipartimento di Fisica e Chimica – Emilio SegrèUniversità degli Studi di PalermoViale delle Scienze, 18PalermoItaly
| | - Valeria Vetri
- Dipartimento di Fisica e Chimica – Emilio SegrèUniversità degli Studi di PalermoViale delle Scienze, 18PalermoItaly
| |
Collapse
|
11
|
Sancataldo G, Avellone G, Vetri V. Nile Red lifetime reveals microplastic identity. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2020; 22:2266-2275. [PMID: 33064112 DOI: 10.1039/d0em00348d] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Microplastic pollution is recognized as a worldwide environmental problem. The increasing daily use and release of plastics into the environment have led to the accumulation of fragmented microplastics, with potentially awful consequences for the environment, and animal and human health. The detection and identification of microplastics are of utmost importance, but available methods are still limited. In this work, a new approach is presented for the analysis of microplastics based on hydrophobic fluorescence staining with Nile Red, using spectrally resolved confocal fluorescence microscopy and fluorescence lifetime imaging microscopy (FLIM). Significant differences were observed in the emission spectra and fluorescence lifetimes of the analyzed microplastics. Nile Red fluorescence shows determinable behavior based on the polymer matrix and provides a fingerprint for the identification of fragments from different types of plastics. Lifetime imaging coupled with phasor analysis constitutes a fast, robust, and straightforward method for mapping and identifying different microplastics within the same sample in an aquatic environment.
Collapse
Affiliation(s)
- Giuseppe Sancataldo
- Dipartimento di Fisica e Chimica - Emilio Segrè, Università degli Studi di Palermo, Viale delle scienze Edificio 18, 90128 Palermo, Italy
| | | | | |
Collapse
|
12
|
Ersumo NT, Yalcin C, Antipa N, Pégard N, Waller L, Lopez D, Muller R. A micromirror array with annular partitioning for high-speed random-access axial focusing. LIGHT, SCIENCE & APPLICATIONS 2020; 9:183. [PMID: 33298828 PMCID: PMC7596532 DOI: 10.1038/s41377-020-00420-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 09/29/2020] [Accepted: 10/12/2020] [Indexed: 05/24/2023]
Abstract
Dynamic axial focusing functionality has recently experienced widespread incorporation in microscopy, augmented/virtual reality (AR/VR), adaptive optics and material processing. However, the limitations of existing varifocal tools continue to beset the performance capabilities and operating overhead of the optical systems that mobilize such functionality. The varifocal tools that are the least burdensome to operate (e.g. liquid crystal, elastomeric or optofluidic lenses) suffer from low (≈100 Hz) refresh rates. Conversely, the fastest devices sacrifice either critical capabilities such as their dwelling capacity (e.g. acoustic gradient lenses or monolithic micromechanical mirrors) or low operating overhead (e.g. deformable mirrors). Here, we present a general-purpose random-access axial focusing device that bridges these previously conflicting features of high speed, dwelling capacity and lightweight drive by employing low-rigidity micromirrors that exploit the robustness of defocusing phase profiles. Geometrically, the device consists of an 8.2 mm diameter array of piston-motion and 48-μm-pitch micromirror pixels that provide 2π phase shifting for wavelengths shorter than 1100 nm with 10-90% settling in 64.8 μs (i.e., 15.44 kHz refresh rate). The pixels are electrically partitioned into 32 rings for a driving scheme that enables phase-wrapped operation with circular symmetry and requires <30 V per channel. Optical experiments demonstrated the array's wide focusing range with a measured ability to target 29 distinct resolvable depth planes. Overall, the features of the proposed array offer the potential for compact, straightforward methods of tackling bottlenecked applications, including high-throughput single-cell targeting in neurobiology and the delivery of dense 3D visual information in AR/VR.
Collapse
Affiliation(s)
- Nathan Tessema Ersumo
- The University of California, Berkeley and University of California, San Francisco Graduate Program in Bioengineering, Berkeley, CA, 94720, USA
- Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, 94720, USA
| | - Cem Yalcin
- Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, 94720, USA
| | - Nick Antipa
- Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, 94720, USA
| | - Nicolas Pégard
- Department of Applied Physical Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27514, USA
| | - Laura Waller
- The University of California, Berkeley and University of California, San Francisco Graduate Program in Bioengineering, Berkeley, CA, 94720, USA
- Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, 94720, USA
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Daniel Lopez
- Physical Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, 20899, USA
| | - Rikky Muller
- The University of California, Berkeley and University of California, San Francisco Graduate Program in Bioengineering, Berkeley, CA, 94720, USA.
- Department of Electrical Engineering & Computer Sciences, University of California, Berkeley, CA, 94720, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA.
| |
Collapse
|
13
|
Meneghetti N, Dedola F, Gavryusev V, Sancataldo G, Turrini L, de Vito G, Tiso N, Vanzi F, Carpaneto J, Cutrone A, Pavone FS, Micera S, Mazzoni A. Direct activation of zebrafish neurons by ultrasonic stimulation revealed by whole CNS calcium imaging. J Neural Eng 2020; 17:056033. [DOI: 10.1088/1741-2552/abae8b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
14
|
Song SY, Zhai XM, Shan CJ, Lu LL, Hong J, Cao JL, Zhang LC. A Special Cranial Nucleus (CSF-Contacting Nucleus) in Primates. Front Neuroanat 2020; 14:53. [PMID: 32903455 PMCID: PMC7436842 DOI: 10.3389/fnana.2020.00053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 07/22/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND There is a unique nucleus (CSF-contacting nucleus) in the brain of rat. It has been demonstrated in our previous research. The extraordinary feature of this nucleus is that it is not connected to any parenchymal organ but to the CSF. In primates, however, the presence or absence of this nucleus has not been proven. Confirmation of the presence of this nucleus in primates will provide the structural basis for brain-CSF communication and help to understand the neurohumoral regulatory mechanisms in humans. METHODS The tracer cholera toxin B subunit conjugated to horseradish peroxidase (CB-HRP) was injected into the CSF in the lateral ventricle (LV) of primate rhesus monkeys. After 48 h, the monkeys were perfused and the brain was dissected out, and sectioned for CB-HRP staining. The CB-HRP positive structures were observed under confocal and electron microscopy. The three-dimensional (3D) structure of the CB-HRP positive neurons cluster was reconstructed by computer software. RESULTS (1) CB-HRP labeling is confined within the ventricle, but not leakage into the brain parenchyma. (2) From the midbrain inferior colliculus superior border plane ventral to the aqueduct to the upper part of the fourth ventricle (4V) floor, a large number of CB-HRP positive neurons are consistently located, form a cluster, and are symmetrically located on both sides of the midline. (3) 3D reconstruction shows that the CB-HRP positive neurons cluster in the monkey brain occupies certain space. The rostral part is large and caudal part is thin appearing a "rivet"-like shape. (4) Under electron microscopy, the CB-HRP positive neurons show different types of synaptic connections with the non-CSF-contacting structures in the brain. Some of the processes stretch directly into the ventricle cavity. CONCLUSION Same as we did in rats, the CSF-contacting nucleus is also existed in the primate brain parenchyma. We also recommend listing it as the XIII pair of cranial nucleus, which is specialized in the communications between the brain and the CSF. It is significant to the completing of innervation in the organism.
Collapse
Affiliation(s)
| | | | | | | | | | | | - Li-Cai Zhang
- Jiangsu Province Key Laboratory of Anesthesiology, Xuzhou Medical University, Xuzhou, China
| |
Collapse
|
15
|
de Vito G, Ricci P, Turrini L, Gavryusev V, Müllenbroich C, Tiso N, Vanzi F, Silvestri L, Pavone FS. Effects of excitation light polarization on fluorescence emission in two-photon light-sheet microscopy. BIOMEDICAL OPTICS EXPRESS 2020; 11:4651-4665. [PMID: 32923069 PMCID: PMC7449752 DOI: 10.1364/boe.396388] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 06/20/2020] [Accepted: 07/07/2020] [Indexed: 05/05/2023]
Abstract
Light-sheet microscopy (LSM) is a powerful imaging technique that uses a planar illumination oriented orthogonally to the detection axis. Two-photon (2P) LSM is a variant of LSM that exploits the 2P absorption effect for sample excitation. The light polarization state plays a significant, and often overlooked, role in 2P absorption processes. The scope of this work is to test whether using different polarization states for excitation light can affect the detected signal levels in 2P LSM imaging of typical biological samples with a spatially unordered dye population. Supported by a theoretical model, we compared the fluorescence signals obtained using different polarization states with various fluorophores (fluorescein, EGFP and GCaMP6s) and different samples (liquid solution and fixed or living zebrafish larvae). In all conditions, in agreement with our theoretical expectations, linear polarization oriented parallel to the detection plane provided the largest signal levels, while perpendicularly-oriented polarization gave low fluorescence signal with the biological samples, but a large signal for the fluorescein solution. Finally, circular polarization generally provided lower signal levels. These results highlight the importance of controlling the light polarization state in 2P LSM of biological samples. Furthermore, this characterization represents a useful guide to choose the best light polarization state when maximization of signal levels is needed, e.g. in high-speed 2P LSM.
Collapse
Affiliation(s)
- Giuseppe de Vito
- University of Florence, Department of Neuroscience, Psychology, Drug Research and Child Health, Viale Pieraccini 6, Florence, FI 50139, Italy
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
| | - Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
| | - Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino, FI 50019, Italy
| | - Vladislav Gavryusev
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino, FI 50019, Italy
| | - Caroline Müllenbroich
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- School of Physics and Astronomy, Kelvin Building, University of Glasgow, Glasgow, G12 8QQ, UK
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
| | - Natascia Tiso
- University of Padova, Department of Biology, Via Ugo Bassi 58/B, Padua, PD 35131, Italy
| | - Francesco Vanzi
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- University of Florence, Department of Biology, Via Madonna del Piano 6, Sesto Fiorentino, FI 50019, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino, FI 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
- University of Florence, Department of Physics and Astronomy, Via Sansone 1, Sesto Fiorentino, FI 50019, Italy
- National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino, FI 50019, Italy
| |
Collapse
|
16
|
Ricci P, Sancataldo G, Gavryusev V, Franceschini A, Müllenbroich MC, Silvestri L, Pavone FS. Fast multi-directional DSLM for confocal detection without striping artifacts. BIOMEDICAL OPTICS EXPRESS 2020; 11:3111-3124. [PMID: 32637245 PMCID: PMC7316030 DOI: 10.1364/boe.390916] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 04/19/2020] [Accepted: 04/28/2020] [Indexed: 05/02/2023]
Abstract
In recent years light-sheet fluorescence microscopy (LSFM) has become a cornerstone technology for neuroscience, improving the quality and capabilities of 3D imaging. By selectively illuminating a single plane, it provides intrinsic optical sectioning and fast image recording, while minimizing out of focus fluorescence background, sample photo-damage and photo-bleaching. However, images acquired with LSFM are often affected by light absorption or scattering effects, leading to un-even illumination and striping artifacts. In this work we present an optical solution to this problem, via fast multi-directional illumination of the sample, based on an acousto-optical deflector (AOD). We demonstrate that this pivoting system is compatible with confocal detection in digital scanned laser light-sheet fluorescence microscopy (DSLM) by using a pivoted elliptical-Gaussian beam. We tested its performance by acquiring signals emitted by specific fluorophores in several mouse brain areas, comparing the pivoting beam illumination and a traditional static one, measuring the point spread function response and quantifying the striping reduction. We observed real-time shadow suppression, while preserving the advantages of confocal detection for image contrast.
Collapse
Affiliation(s)
- Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
| | - Giuseppe Sancataldo
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- University of Palermo, Department of Physics and Chemistry, Palermo, 90128, Italy
| | - Vladislav Gavryusev
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
| | - Alessandra Franceschini
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- National Institute of Optics, Sesto Fiorentino, 50019, Italy
| | | | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
- National Institute of Optics, Sesto Fiorentino, 50019, Italy
| | - Francesco Saverio Pavone
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, 50019, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, 50019, Italy
- National Institute of Optics, Sesto Fiorentino, 50019, Italy
| |
Collapse
|
17
|
Gavryusev V, Sancataldo G, Ricci P, Montalbano A, Fornetto C, Turrini L, Laurino A, Pesce L, de Vito G, Tiso N, Vanzi F, Silvestri L, Pavone FS. Dual-beam confocal light-sheet microscopy via flexible acousto-optic deflector. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-6. [PMID: 31674164 PMCID: PMC7000876 DOI: 10.1117/1.jbo.24.10.106504] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 07/30/2019] [Indexed: 05/05/2023]
Abstract
Confocal detection in digital scanned laser light-sheet fluorescence microscopy (DSLM) has been established as a gold standard method to improve image quality. The selective line detection of a complementary metal–oxide–semiconductor camera (CMOS) working in rolling shutter mode allows the rejection of out-of-focus and scattered light, thus reducing background signal during image formation. Most modern CMOS have two rolling shutters, but usually only a single illuminating beam is used, halving the maximum obtainable frame rate. We report on the capability to recover the full image acquisition rate via dual confocal DSLM by using an acousto-optic deflector. Such a simple solution enables us to independently generate, control and synchronize two beams with the two rolling slits on the camera. We show that the doubling of the imaging speed does not affect the confocal detection high contrast.
Collapse
Affiliation(s)
- Vladislav Gavryusev
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
| | - Giuseppe Sancataldo
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
| | - Pietro Ricci
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
| | - Alberto Montalbano
- University of Florence, Department of Neuroscience, Psychology, Drug Research and Child Health, Florence, Italy
| | - Chiara Fornetto
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
| | - Lapo Turrini
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
| | - Annunziatina Laurino
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
| | - Luca Pesce
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
| | - Giuseppe de Vito
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Neuroscience, Psychology, Drug Research and Child Health, Florence, Italy
- National Institute of Optics, National Research Council, Sesto Fiorentino, Italy
| | - Natascia Tiso
- University of Padova, Department of Biology, Padova, Italy
| | - Francesco Vanzi
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Biology, Sesto Fiorentino, Italy
| | - Ludovico Silvestri
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
- National Institute of Optics, National Research Council, Sesto Fiorentino, Italy
| | - Francesco S. Pavone
- European Laboratory for Non-Linear Spectroscopy, Sesto Fiorentino, Italy
- University of Florence, Department of Physics and Astronomy, Sesto Fiorentino, Italy
- National Institute of Optics, National Research Council, Sesto Fiorentino, Italy
- Address all correspondence to Francesco S. Pavone, E-mail:
| |
Collapse
|