High-throughput sperm DNA analysis at the single-cell and population levels.
Mohammad SimchiJason RiordonYihe WangChristopher McCallumJae Bem YouKeith JarviReza NosratiDavid SintonPublished in: The Analyst (2023)
Clinical semen quality assessment is critical to the treatment of infertility. Sperm DNA integrity testing provides critical information that can steer treatment and influence outcomes and offspring health. Flow cytometry is the gold standard approach to assess DNA integrity, but it is not commonly applied at the clinical level. The sperm chromatin dispersion (SCD) assay provides a simpler and cheaper alternative. However, SCD is low-throughput and non-quantitative - sperm assessment is serial, manual and suffers inter- and intra-observer variations. Here, an automated SCD analysis method is presented that enables quantitative sperm DNA quality assessment at the single-cell and population levels. Levering automated optical microscopy and a chromatin diffusion-based analysis, a sample of thousands of sperm that would otherwise require 5 hours is assessed in under 10 minutes - a clinically viable workflow. The sperm DNA diffusion coefficient ( D DNA ) measurement correlates ( R 2 = 0.96) with DNA fragmentation index (DFI) from the cytometry-based sperm chromatin structure assay (SCSA). The automated measurement of population-level sperm DNA fragmentation (% sDF) prevents inter-observer variations and shows a good agreement with the SCSA % DFI ( R 2 = 0.98). This automated approach standardizes and accelerates SCD-based sperm DNA analysis, enabling the clinical application of sperm DNA integrity assessment.
Keyphrases
- circulating tumor
- high throughput
- single molecule
- cell free
- single cell
- nucleic acid
- gene expression
- healthcare
- transcription factor
- machine learning
- dna damage
- computed tomography
- type diabetes
- oxidative stress
- mental health
- deep learning
- rna seq
- circulating tumor cells
- weight loss
- optical coherence tomography
- insulin resistance
- skeletal muscle
- polycystic ovary syndrome
- high speed
- label free
- mouse model