Deconvolution Microscopy

Deconvolution microscopy is a computational imaging method that improves the clarity of fluorescence and other light-microscopy images by correcting optical blur and out-of-focus light. It models the microscope’s point-spread function, which describes how a point source appears in the image, and applies inverse-filtering or iterative algorithms to estimate the underlying structure from the recorded data. In biochemistry, this approach can enhance contrast, sharpen cellular and molecular features, and support more reliable three-dimensional visualization. Researchers use it to investigate protein localization, subcellular organization, molecular interactions, and dynamic processes while extracting more information from existing microscopy datasets.

Deconvolution Microscopy - Related Videos

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JoVE EoE - Neuroimaging

Imaging GLUT4 Protein Trafficking in Mouse Primary Hypothalamic Neurons Using Deconvolution Microscopy

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2025

Source: Changou, C. A., et. al. Live Images of GLUT4 Protein Trafficking in Mouse Primary Hypothalamic Neurons Using Deconvolution Microscopy. J. Vis. Exp. (2017).This video showcases the imaging of insulin-induced GLUT4 translocation in hypothalamic neurons, employing deconvolution microscopy to capture and analyze GFP-GLUT4 trafficking dynamics with high resolution.

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JoVE Core - Electrical Engineering

Deconvolution

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2024

Deconvolution, also known as inverse filtering, is the process of extracting the impulse response from known input and output signals. This technique is vital in scenarios where the system's characteristics are unknown, and they must be inferred from the observable signals. Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...

Research

JoVE Journal - Neuroscience
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Live Images of GLUT4 Protein Trafficking in Mouse Primary Hypothalamic Neurons Using Deconvolution Microscopy

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Cited by 8 •

2017

This protocol describes a technique for observation of real-time Green Fluorescence Protein (GFP) tagged Glucose Transporter 4 (GLUT4) protein trafficking upon insulin stimulation and characterization of the biological role of CCR5 in the insulin–GLUT4 signaling pathway with Deconvolution Microscopy.

Research

JoVE Journal - Biochemistry
Free Sample

Analysis of SEC-SAXS data via EFA deconvolution and Scatter

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Cited by 48 •

2021

SEC-BioSAXS measurements of biological macromolecules are a standard approach for determining solution structure of macromolecules and their complexes. Here, we analyze SEC-BioSAXS data from two types of commonly encountered SEC traces—chromatograms with fully resolved and partially resolved peaks. We demonstrate the analysis and deconvolution using scatter and BioXTAS RAW.

Deriving the Time Course of Glutamate Clearance with a Deconvolution Analysis of Astrocytic Transporter Currents

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Cited by 11 •

2013

We describe an analytical method to estimate the lifetime of glutamate at astrocytic membranes from electrophysiological recordings of glutamate transporter currents in astrocytes.

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