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Related Concept Videos

Patch Clamp01:18

Patch Clamp

5.4K
Many fundamental cell functions such as muscle contraction and nerve transmission rely on the electrical signals produced by the movement of positively and negatively charged ions across the cell membrane. One competent method to record current flowing across the whole cell or single ion channel is the patch-clamp technique.
In this method, a glass micropipette containing electrolyte solution is tightly sealed against a small portion of the cell membrane. As a result, a patch of the cell...
5.4K

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One-channel Cell-attached Patch-clamp Recording
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Biophysical essentials - A full stack open-source software framework for conserved and advanced analysis of

David Zimmermann1, Michaela Kress1, Maximilian Zeidler2

  • 1Institute of Physiology, Medical University of Innsbruck, Innsbruck, Austria.

Computer Methods and Programs in Biomedicine
|July 22, 2024
PubMed
Summary

Biophysical Essentials (BPE) is a new open-source software for electrophysiology data analysis. It streamlines patch-clamp recordings from acquisition to visualization, enhancing reproducibility and transparency for researchers.

Keywords:
Current kineticsCurve fittingElectrophysiologyOpen-source analysisPatch-clamp recording

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Area of Science:

  • Electrophysiology
  • Neuroscience
  • Computational Biology

Background:

  • Patch-clamp recordings are crucial for characterizing cellular electrophysiology.
  • Current software lacks comprehensive, adaptable tools for reproducible analysis of diverse patch-clamp data.
  • Managing large electrophysiological datasets and ensuring analysis transparency remains a challenge.

Purpose of the Study:

  • To introduce Biophysical Essentials (BPE), an open-source software solution for electrophysiological data analysis.
  • To provide a transparent, reproducible, and adaptable platform for the entire workflow of patch-clamp experiments.
  • To address the limitations of existing tools in managing and analyzing complex electrophysiological datasets.

Main Methods:

  • Development of Biophysical Essentials (BPE) as a full-stack Python software.
  • Implementation of features for data acquisition, preprocessing, normalization, and visualization.
  • Validation through comparison with manually analyzed patch-clamp data from human and mouse neurons.

Main Results:

  • BPE offers a comprehensive solution for the entire electrophysiology workflow, from data acquisition to publication-ready visualizations.
  • The software supports various file formats and includes an in-process database for reproducible logging of analysis steps.
  • Advanced functions like Boltzmann-fitting and dimensional reduction are integrated, alongside statistical testing capabilities.

Conclusions:

  • BPE surpasses existing open-source and commercial tools by offering reproducible and sharable analysis workflows for patch-clamp data.
  • The software enhances transparency in electrophysiological data analysis, enabling full processing within a single program.
  • BPE's graphical user interface makes advanced electrophysiology analysis accessible without requiring programming expertise.