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Published on: August 27, 2020
3D+t Multifocal Imaging Dataset of Human Sperm
Fernando Montoya1, Andrés Bribiesca-Sánchez1,2, Paul Hernández-Herrera3
1Laboratorio de Imágenes y Visión por Computadora, Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Cuernavaca, Morelos, México.
This study introduces a new 3D+t dataset of human sperm movement, enabling advanced analysis of flagellar dynamics crucial for understanding fertility. The data aids in developing new diagnostic tools for male fertility assessment.
Area of Science:
- Reproductive Biology
- Biophysics
- Data Science
Background:
- Traditional human fertility assessments often rely on 2D sperm motility or static morphology, limiting dynamic analysis.
- Understanding dynamic 3D sperm movement is essential for accurate fertility evaluation.
Purpose of the Study:
- To introduce the 3D+t Multifocal Imaging Dataset of Human Sperm (3D-SpermVid).
- To provide a comprehensive dataset for analyzing 3D sperm flagellar motility over time.
- To facilitate advancements in male fertility diagnostics and understanding sperm behavior.
Main Methods:
- Utilized multifocal imaging (MFI) with a piezoelectric focus adjustment system.
- Recorded 121 video-microscopy hyperstacks of human sperm under capacitating and non-capacitating conditions.
- Captured sperm movement in a volumetric space to enable 3D+t analysis.
Main Results:
- Established a novel dataset (3D-SpermVid) of human sperm dynamics.
- Enabled detailed observation of 3D sperm flagellar motility patterns.
- Provided data for deep learning applications to uncover hidden motility patterns.
Conclusions:
- The 3D-SpermVid dataset offers significant potential for advancing male fertility research.
- Facilitates the development of novel diagnostic tools for assessing sperm function.
- Supports deeper understanding of sperm capacitation and navigation mechanisms.
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