Multiplexed Nanometric 3D Tracking of Microbeads Using an FFT-Phasor Algorithm

• Published in: Biophysical journal Vol. 118; no. 9; pp. 2245 - 2257
• Main Authors: Brouwer, Thomas B., Hermans, Nicolaas, van Noort, John
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 05-05-2020; The Biophysical Society
• Subjects: Algorithms; Holography; Imaging, Three-Dimensional; Microspheres
• ISSN: 0006-3495; 1542-0086
• DOI: 10.1016/j.bpj.2020.01.015

Many single-molecule biophysical techniques rely on nanometric tracking of microbeads to obtain quantitative information about the mechanical properties of biomolecules such as chromatin fibers. Their three-dimensional (3D) position can be resolved by holographic analysis of the diffraction pattern in wide-field imaging. Fitting this diffraction pattern to Lorenz-Mie scattering theory yields the bead’s position with nanometer accuracy in three dimensions but is computationally expensive. Real-time multiplexed bead tracking therefore requires a more efficient tracking method, such as comparison with previously measured diffraction patterns, known as look-up tables. Here, we introduce an alternative 3D phasor algorithm that provides robust bead tracking with nanometric localization accuracy in a z range of over 10 μm under nonoptimal imaging conditions. The algorithm is based on a two-dimensional cross correlation using fast Fourier transforms with computer-generated reference images, yielding a processing rate of up to 10,000 regions of interest per second. We implemented the technique in magnetic tweezers and tracked the 3D position of over 100 beads in real time on a generic CPU. The accuracy of 3D phasor tracking was extensively tested and compared to a look-up table approach using Lorenz-Mie simulations, avoiding experimental uncertainties. Its easy implementation, efficiency, and robustness can improve multiplexed biophysical bead-tracking applications, especially when high throughput is required and image artifacts are difficult to avoid.