BioAFMviewer AFM Analysis Arena A3 - an interactive software platform for automated analysis of HS-AFM imaging
Romain AmyotiD, Soma Yamamoto, Hiroki KonnoiD, Clemens M. FranziD, Holger FlechsigiD
Abstract
High-speed atomic force microscopy (HS-AFM) experiments provide unique insights into nanoscale biological processes by directly visualizing the surface topography dynamics of biomolecules, such as proteins, over extended periods of time and generating large imaging data sets. However, the lack of computational methods for automated data analysis has thus far limited the full utilization of these data for the quantitative understanding of single-molecule dynamic. Here, we present the AFM Analysis Arena (A3) within BioAFMviewer as a software platform for automated, high-throughput quantitative analysis of AFM topographic imaging data within a user-friendly interactive graphical interface, implementing a convenient workflow from raw HS-AFM (AFM) imaging to statistical analysis. In several applications to HS-AFM imaging data, we demonstrate methods of automatized molecule detection and dynamic tracking to highlight the available capacities, aiming to transform HS-AFM measurements from observations towards an analytical tool in nanoscale biology.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Flexible fitting to infer atomistic-precision models of large-amplitude conformational dynamics in biomolecules from high-speed atomic force microscopy imaging
Romain Amyot, Osamu Miyashita, … Holger Flechsig·ACS NanoPeer-reviewed·Sep 18, 2025
- Atomic reconstruction of biomolecular structures from AFM images and quantitative validation of experimental data using simulated AFM scanning
R. Amyot, A. Marchesi, … H. Flechsig·bioRxiv·Jun 27, 2021
- Hidden Markov Modeling of Molecular Orientations and Structures from High-Speed Atomic Force Microscopy Time-Series Images
T. Ogane, D. Noshiro, … Y. Matsunaga·bioRxiv·Jul 18, 2022
- NanoLocz: Image analysis platform for AFM, high-speed AFM and localization AFM
G. R. Heath, E. Micklethwaite, T. M. Storer·bioRxiv·Nov 23, 2023
- AFMnanoSALQ: An Accurate Detection Framework for Semi-Automatic Labeling and Quantitative Analysis of α-Hemolysin Nanopores Using Intensity-Height Cues in HS-AFM Data
Thuyen Vinh Tran Nguyen, Ngoc Quoc Ly, … Kien Xuan Ngo·bioRxiv·Feb 26, 2025
- Resolving the data asynchronicity in high-speed atomic force microscopy measurement via the Kalman Smoother