Precise Automated Intracellular Delivery Using a Robotic Cell Microscope System With Three-Dimensional Image Reconstruction Information
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 9099378 |
Pages (from-to) | 2870-2881 |
Number of pages | 11 |
Journal / Publication | IEEE/ASME Transactions on Mechatronics |
Volume | 25 |
Issue number | 6 |
Online published | 25 May 2020 |
Publication status | Published - Dec 2020 |
Link(s)
Abstract
Precise intracellular delivery is essential for many biomedical applications, such as genome editing and intracellular mechanism investigation. This paper presents the development of an automated intracellular delivery approach using a robot-aided microscope system with 3D reconstruction information. A series of optical section images are sampled by objective lens movement and restored on the computer. After several processes, including deconvolution, segmentation, and 3D reconstruction of sampled images, optimal delivery position can be acquired via geometry analysis based on the proposed volume-based model. Guided by this 3D information, a robust controller that can compensate for external disturbances is utilized to manipulate micropipettes to deliver exogenous materials into single cells. Reconstruction accuracy experiments are performed on the cell nucleus, and the results are compared with confocal fluorescent microscope. Intracellular nucleus delivery experiments are further conducted by using the proposed robotic microscope system. Compared with widely adopted methods without 3D information, the proposed approach demonstrates substantial improvement.
Research Area(s)
- Intracellular delivery, image reconstruction, organelles, robot-aided microscope
Citation Format(s)
Precise Automated Intracellular Delivery Using a Robotic Cell Microscope System With Three-Dimensional Image Reconstruction Information. / Gao, Wendi; Shakoor, Adnan; Xie, Mingyang et al.
In: IEEE/ASME Transactions on Mechatronics, Vol. 25, No. 6, 9099378, 12.2020, p. 2870-2881.
In: IEEE/ASME Transactions on Mechatronics, Vol. 25, No. 6, 9099378, 12.2020, p. 2870-2881.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review