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Computer-assisted beat-pattern analysis and the flagellar waveforms of bovine spermatozoa. | LitMetric

Computer-assisted beat-pattern analysis and the flagellar waveforms of bovine spermatozoa.

R Soc Open Sci

Wolfson Centre for Mathematical Biology, Mathematical Institute, University of Oxford, Oxford OX2 6GG, UK.

Published: June 2020

AI Article Synopsis

Article Abstract

Obstructed by hurdles in information extraction, handling and processing, computer-assisted sperm analysis systems have typically not considered in detail the complex flagellar waveforms of spermatozoa, despite their defining role in cell motility. Recent developments in imaging techniques and data processing have produced significantly improved methods of waveform digitization. Here, we use these improvements to demonstrate that near-complete flagellar capture is realizable on the scale of hundreds of cells, and, further, that meaningful statistical comparisons of flagellar waveforms may be readily performed with widely available tools. Representing the advent of high-fidelity computer-assisted beat-pattern analysis, we show how such a statistical approach can distinguish between samples using complex flagellar beating patterns rather than crude summary statistics. Dimensionality-reduction techniques applied to entire samples also reveal qualitatively distinct components of the beat, and a novel data-driven methodology for the generation of representative synthetic waveform data is proposed.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7353979PMC
http://dx.doi.org/10.1098/rsos.200769DOI Listing

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