Precise Robotic Picking Up of Polar Body for Biopsy Application
Polar body biopsy has been widely applied in preimplantation genetic diagnosis for assisted reproductive technology. The key step in the polar body biopsy is picking up the polar body from the oocyte/embryo using a micropipette. Unfortunately, the almost transparent appearance of the polar body as w...
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Veröffentlicht in: | IEEE transactions on automation science and engineering 2024-07, p.1-11 |
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Zusammenfassung: | Polar body biopsy has been widely applied in preimplantation genetic diagnosis for assisted reproductive technology. The key step in the polar body biopsy is picking up the polar body from the oocyte/embryo using a micropipette. Unfortunately, the almost transparent appearance of the polar body as well as its dynamic drift when the micropipette approaches it inside the cell makes it a challenging task to pick it up with less cytoplasm loss for the cell. The unnecessary cytoplasm loss in the picking up process of the polar body easily causes damage to the development competence of the cell and may lead to disturbances to the biopsy results of the polar body. This paper proposes a precise robotic picking up method of polar bodies with less cytoplasm loss for biopsy purposes. First, a defocus imaging method is proposed to locate the polar body with an almost transparent appearance. Then, the dynamic drift of the polar body with the micropipette moving inside the cell is modeled online based on force analysis to determine an appropriate trajectory for the micropipette to approach the polar body. Further, an Active Disturbance Rejection Controller (ADRC) is designed to move the micropipette along the desired trajectory to approach the polar body and then aspirate it into the micropipette. The experimental results on porcine oocytes demonstrate that our system is capable of localizing the polar body with a success rate of 95 \% and an average error of 1.12 \pm 0.14 \mu m. Moving along the determined trajectory, the micropipette is capable of approaching the edge of the polar body with an average error of 1.84 \pm 0.31 \mu m (n = 20), which is only 11 \% of the results obtained without dynamic drift estimation of the polar body. With this advantage, our system picks up the polar body with a close 60 \% improvement in success rate (95 \% |
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ISSN: | 1545-5955 1558-3783 |
DOI: | 10.1109/TASE.2024.3432572 |