Validation of the AndroWash Automated System for Standardized and Efficient Sperm Preparation in Assisted Reproductive Technology
Sahu, S.; Rajput, V.; Mishra, H. M.; Sahu, B.
Show abstract
Sperm preparation is a critical, yet highly operator-dependent, step in Assisted Reproductive Technology (ART) workflows, often leading to variability in Total Motile Sperm Count (TMSC) recovery and prolonged processing times. The AndroWash automated system was developed to address these limitations by standardizing the density gradient centrifugation process. This study aimed to validate the performance of the AndroWash system against conventional manual sperm washing across five critical user-need claims: reduced operator errors and variability, faster and easier gradient layering, preservation of sperm quality (motility and DNA integrity), standardized discard step, and reduced end-to-end processing time. A comparative validation study was conducted involving ten operators (five novice, five expert), each performing multiple trials with both the conventional manual method and the AndroWash system. Key metrics included error rate, TMSC coefficient of variation (CV), System Usability Scale (SUS) score, layering time, post-wash progressive motility, DNA Fragmentation Index (DFI), and total workflow time. AndroWash demonstrated significant superiority across all claims. It reduced the mean error rate by approximately 73.0% and halved the TMSC CV from 17.91% to 10.60%. Layering time was reduced by 5x (from 10.0 min to 2.0 min), with a corresponding increase in user-perceived ease of use. Post-wash progressive motility was higher with AndroWash (86.84% vs. 78.58% for conventional), and DFI was lower (4.4% vs. 5.3%), indicating superior sperm quality preservation. The total end-to-end processing time was reduced by 44%, from 35.5 minutes to 19.8 minutes. The AndroWash automated system provides a reliable, efficient, and user-friendly alternative to conventional sperm preparation methods. Its ability to minimize operator-induced variability, preserve sperm quality, and significantly reduce workflow time supports its adoption as a new standard for sperm preparation in clinical ART settings.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The effects of L-carnitine and fructose in improved Ham's F10 on sperm culture in idiopathic severe asthenospermia within 24h 95%
- Effect of crocin and naringenin supplementation in cryopreservation medium on post-thawed rooster sperm quality and expression of apoptosis associated genes 95%
- Rosiglitazone in the thawing medium improves mitochondrial function in stallion spermatozoa through Akt phosphorylation and reduction of caspase 3 94%
Similar papers in this journal
- Cruise Control Study: Simplification of IVF Monitoring in a Mixed Protocol Using a Novel Dosing Regimen 91%
- Acceptability, willingness to use and preferred distribution models of oral-based HIV self-testing kits among key and priority populations enrolled in HIV pre-exposure prophylaxis clinics in central Uganda. A mixed-methods cross-sectional study 89%
- Normalized Semi-Covariance Co-Efficiency Analysis of Spike Proteins from SARS-CoV-2 variant Omicron and Other Coronaviruses for their Infectivity and Virulence 88%
Similar papers in this journal
- Unsupervised Discovery of Risk Profiles on Negative and Positive COVID-19 Hospitalized Patients 89%
- Red blood cell passage through deformable interendothelial slits in the spleen: Insights into splenic filtration and hemodynamics 89%
- Improving irregular temporal modeling by integrating synthetic data to the electronic medical record using conditional GANs: a case study of fluid overload prediction in the intensive care unit 88%
Similar papers in this journal
- Hilab system, a new point-of-care hematology analyzer supported by the Internet of Things and Artificial Intelligence 93%
- High-throughput bacterial aggregation analysis in droplets 92%
- Recombinant Fsh and Lh therapy for spawning induction of previtellogenic and early spermatogenic arrested teleost, the flathead grey mullet (Mugil cephalus) 91%
Similar papers in this journal
- A Novel Maxillofacial Technology for Drug Administration-A Randomized Controlled Trial Using Metronidazole. 90%
- Influence of Factor V Leiden mutation and Protein C/S deficiencies on preeclampsia among Sudanese women 90%
- Prevalence of SARS-CoV-2 infection among COVID-19 RT-PCR laboratory workers in Bangladesh 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.