Back

Automated hiPSC culture and sample preparation for 3D live cell microscopy

Coston, M. E.; Gregor, B. W.; Arakaki, J.; Borensztejn, A.; Do, T. P.; Fuqua, M. A.; Haupt, A.; Hendershott, M. C.; Leung, W.; Mueller, I. A.; Nelson, A. M.; Rafelski, S. M.; Swain-Bowden, M. J.; Tang, W. J.; Thirstrup, D. J.; Wiegraebe, W.; Yan, C.; Gunawardane, R. N.; Gaudreault, N.

2020-12-19 cell biology
10.1101/2020.12.18.423371 bioRxiv
Show abstract

Our goal is to identify and understand cellular behaviors using 3D live imaging of cell organization. To do this, we image human inducible pluripotent stem cell (hiPSC) lines expressing fluorescently tagged protein representing specific cellular organelles and structures. To produce large numbers of standardized cell images, we developed an automated hiPSC culture procedure, to maintain, passage and Matrigel coat 6-well plastic plates and 96-well glass plates compatible with high-resolution 3D microscopy. Here we describe this system including optimization procedures and specific values for plate movement, angle of tips, speed of aspiration and dispense, seeding strategies and timing of every step. We validated this approach through a side-by-side comparison of quality control results obtained from manual and automated methods. Additionally, we developed an automated image-based colony segmentation and feature extraction pipeline to predict cell count and select wells with consistent morphology for high resolution 3D microscopy.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
PLOS ONE
4510 papers in training set
Top 14%
12.8%
2
Scientific Reports
3102 papers in training set
Top 14%
6.9%
3
Journal of Visualized Experiments
30 papers in training set
Top 0.1%
6.4%
4
Journal of Microscopy
18 papers in training set
Top 0.1%
6.4%
5
Cell Reports Methods
141 papers in training set
Top 0.6%
4.4%
6
Journal of Cell Science
353 papers in training set
Top 0.4%
4.2%
7
Journal of Cell Biology
333 papers in training set
Top 1%
3.3%
8
BMC Methods
11 papers in training set
Top 0.1%
3.1%
9
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 2%
2.6%
50% of probability mass above
10
Communications Biology
886 papers in training set
Top 4%
2.6%
11
Cells
232 papers in training set
Top 1%
2.6%
12
Nature Communications
4913 papers in training set
Top 46%
2.1%
13
Biology Open
130 papers in training set
Top 0.6%
2.1%
14
Laboratory Investigation
13 papers in training set
Top 0.1%
1.7%
15
SLAS Discovery
25 papers in training set
Top 0.1%
1.7%
16
STAR Protocols
15 papers in training set
Top 0.1%
1.7%
17
iScience
1063 papers in training set
Top 17%
1.5%
18
Biomedical Optics Express
84 papers in training set
Top 0.7%
1.5%
19
HardwareX
16 papers in training set
Top 0.2%
1.5%
20
BMC Biology
248 papers in training set
Top 2%
1.5%
21
Frontiers in Bioengineering and Biotechnology
88 papers in training set
Top 2%
1.3%
22
SLAS Technology
11 papers in training set
Top 0.1%
1.2%
23
Journal of Structural Biology
58 papers in training set
Top 1%
1.2%
24
Biology Methods and Protocols
53 papers in training set
Top 2%
1.1%
25
Advanced Biology
29 papers in training set
Top 0.8%
1.0%
26
Cytometry Part A
30 papers in training set
Top 0.3%
0.9%
27
Bioengineering
24 papers in training set
Top 1%
0.9%
28
Biophysical Journal
545 papers in training set
Top 4%
0.9%
29
Scientific Data
174 papers in training set
Top 2%
0.9%
30
Development
440 papers in training set
Top 3%
0.8%