Experimental Evaluation of Multi-Quadrilateral-Pillar Array Microfluidic Platform for Oocyte Denudation Utilizing a Deep-Learning Approach

Oocyte denudation is the procedure of removing the cumulus cells encasing an oocyte to expose the oocyte itself. During oocyte maturation, cumulus cells play a crucial role in providing nutritional factors. However, it is necessary to isolate cumulus cells from the cumulus-oocyte complex (COC) to assess the oocyte maturity and enable procedures like intracytoplasmic sperm injection (ICSI). Traditional oocyte denudation procedures are often labor intensive and operator dependent, leading to variability in denudation efficacy and potential mechanical damage to the oocyte during manual pipetting. In this work, we designed and experimented with a novel microfluidic system for oocyte denudation using a multi-quadrilateral-pillar array structure. The micropillar array was configured to generate sharp shear angles that mechanically disrupted the connections between the oocyte and surrounding cumulus cells as the COC passed through while also creating a zigzag flow trajectory that facilitates thorough denudation across different regions of the oocyte surface. Image processing and computer vision techniques were applied to evaluate denudation efficiency, confirming that the chip performed effectively in removing cumulus cells from porcine COCs. The proposed denudation on-chip shows strong potential for integration into automated and streamlined workflows in assisted reproductive technologies (ART). Its modular micropillar array can be expanded to increase COC throughput, enabling rapid and efficient large-scale oocyte denudation.

Authors

Institutions

Publication Details

Published
2025-06-29
DOI
https://doi.org/10.1109/transducers61432.2025.11111282
Primary Topic
Reproductive Biology and Fertility
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Experimental Evaluation of Multi-Quadrilateral-Pillar Array Microfluidic Platform for Oocyte Denudation Utilizing a Deep-Learning Approach

Lê Thanh Tùng, Trung Hoang, Tung Thanh Bui, Hung Cao et al.
Reproductive Biology and Fertility
article

Experimental Evaluation of Multi-Quadrilateral-Pillar Array Microfluidic Platform for Oocyte Denudation Utilizing a Deep-Learning Approach

Lê Thanh Tùng, Trung Hoang, Tung Thanh Bui, Hung Cao, Anh Nguyen Thi Ngoc, Loc Do Quang, Mai H. Tran, Hanh Nguyen Van, Trinh Chu Duc, Ha Tran Thi Thuy, Hang Nguyen Thu, Hoang Anh Phan, Mobina Malekifar
article en

Abstract

Oocyte denudation is the procedure of removing the cumulus cells encasing an oocyte to expose the oocyte itself. During oocyte maturation, cumulus cells play a crucial role in providing nutritional factors. However, it is necessary to isolate cumulus cells from the cumulus-oocyte complex (COC) to assess the oocyte maturity and enable procedures like intracytoplasmic sperm injection (ICSI). Traditional oocyte denudation procedures are often labor intensive and operator dependent, leading to variability in denudation efficacy and potential mechanical damage to the oocyte during manual pipetting. In this work, we designed and experimented with a novel microfluidic system for oocyte denudation using a multi-quadrilateral-pillar array structure. The micropillar array was configured to generate sharp shear angles that mechanically disrupted the connections between the oocyte and surrounding cumulus cells as the COC passed through while also creating a zigzag flow trajectory that facilitates thorough denudation across different regions of the oocyte surface. Image processing and computer vision techniques were applied to evaluate denudation efficiency, confirming that the chip performed effectively in removing cumulus cells from porcine COCs. The proposed denudation on-chip shows strong potential for integration into automated and streamlined workflows in assisted reproductive technologies (ART). Its modular micropillar array can be expanded to increase COC throughput, enabling rapid and efficient large-scale oocyte denudation.

University of California, Irvine (US), Vietnam Posts and Telecommunications Group (Vietnam) (VN), Posts and Telecommunications Institute of Technology, VNU University of Science (VN), Vietnam Academy of Science and Technology (VN)
Openalex Percentile: Top 71%
Reproductive Biology and Fertility
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.