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Updated: May 22, 2025

Direct Force Measurements of Subcellular Mechanics in Confinement using Optical Tweezers
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FAIR data for optical tweezers experiments.

Matthew T J Halma1, Sowmiyaa Kumar2, Jan van Eck2

  • 1Department of Physics and Astronomy, Vrije Universiteit Amsterdam, Amsterdam, North Holland, the Netherlands; Lumicks B.V., Amsterdam, North Holland, the Netherlands.

Biophysical Journal
|March 14, 2025
PubMed
Summary
This summary is machine-generated.

Single-molecule biophysics using optical tweezers needs better data sharing. Adopting FAIR data principles will improve reproducibility and enable comprehensive meta-analyses in this scientific field.

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Area of Science:

  • Single-molecule biophysics
  • Optical tweezers technology
  • Biomedical research

Background:

  • Single-molecule biophysics has significantly advanced biological understanding.
  • The field faces challenges due to data silos and fragmented structures, hindering data sharing and meta-analyses.
  • Existing data practices limit comprehensive analysis and integration with broader biomedical literature.

Purpose of the Study:

  • To assess the adherence to FAIR data principles (Findability, Accessibility, Interoperability, Reusability) in the single-molecule optical tweezers field.
  • To identify areas for improvement in data sharing and management within optical tweezers biophysics.
  • To propose measures for enhancing data integration and reproducibility.

Main Methods:

  • Qualitative review of current practices in single-molecule optical tweezers research.
  • Quantitative bibliometric analysis to evaluate data findability, accessibility, interoperability, and reusability.
  • Assessment of the current state of FAIR data principles adherence.

Main Results:

  • The single-molecule optical tweezers field shows significant room for improvement in FAIR data principle adherence.
  • Current data structures and sharing practices impede comprehensive meta-analyses and data integration.
  • Lack of standardized metadata and data deposition practices limits interoperability.

Conclusions:

  • Implementing compulsory data deposition and minimal metadata standards is crucial for the optical tweezers field.
  • These measures will enhance data reproducibility, interoperability, and integration with the wider biomedical research community.
  • Adopting FAIR data principles is essential for advancing single-molecule biophysics research.