| Literature DB >> 35013350 |
Soojung Lee1,2, Jonathan Chang1,2, Sung-Min Kang3, Eric Parigoris1,2, Ji-Hoon Lee1,2, Yun Suk Huh4, Shuichi Takayama5,6.
Abstract
This manuscript describes a new method for forming basal-in MCF10A organoids using commercial 384-well ultra-low attachment (ULA) microplates and the development of associated live-cell imaging and automated analysis protocols. The use of a commercial 384-well ULA platform makes this method more broadly accessible than previously reported hanging drop systems and enables in-incubator automated imaging. Therefore, time points can be captured on a more frequent basis to improve tracking of early organoid formation and growth. However, one major challenge of live-cell imaging in multi-well plates is the rapid accumulation of large numbers of images. In this paper, an automated MATLAB script to handle the increased image load is developed. This analysis protocol utilizes morphological image processing to identify cellular structures within each image and quantify their circularity and size. Using this script, time-lapse images of aggregating and non-aggregating culture conditions are analyzed to profile early changes in size and circularity. Moreover, this high-throughput platform is applied to widely screen concentration combinations of Matrigel and epidermal growth factor (EGF) or heparin-binding EGF-like growth factor (HB-EGF) for their impact on organoid formation. These results can serve as a practical resource, guiding future research with basal-in MCF10A organoids.Entities:
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Year: 2022 PMID: 35013350 PMCID: PMC8748891 DOI: 10.1038/s41598-021-03739-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1384-well ultra-low attachment (ULA) plates combined with centrifugation allow for basal-in mammary organoid formation. (a) The ULA plate format provides several key advantages over hanging drop: (1) compatibility with autofocusing microscopy systems, (2) increased resistance to physical disturbances, and (3) reduced evaporation. (b) Schematic showing 384-well ULA plate centrifugation at 1000 rpm (142 rcf) for 5 min. (c) Schematic and images of cell-Matrigel suspension in a ULA well without centrifugation. (d) Schematic and images of ULA well with centrifugation. Scale bar represents 400 μm. (e–j) Brightfield and immunofluorescence images from sections of day 16 organoids formed in the 10 ng/mL EGF and 120 µg/mL Matrigel. All scale bars represent 150 μm.
Figure 2Image analysis comparing aggregated (high area), aggregated (low area), and not aggregated structures within the first 48 h. Original and processed images are shown for representative (a) aggregated (high area) (200 μg/mL Matrigel and 100 ng/mL HB-EGF), (b) aggregated (low area) (no Matrigel and 100 ng/mL HB-EGF), and (c) not aggregated (200 μg/mL Matrigel and 0.1 ng/mL HB-EGF) structure formation over the first 48 h. Only the green object outlined in white (the largest structure) is quantified. Area and circularity measurements for (d) aggregated (high area), (e) aggregated (low area), and (f) not aggregated structure formation over time are calculated averages from quadruplicate experiments (shown as mean ± sd).
Figure 3Screening the effects of Matrigel and growth factor concentration on organoid formation. Summary of organoid formation under 63 different Matrigel and growth factor combinations at (a) day 2 and (b) day 16. Projected area, circularity, and whether the structure is aggregated or not aggregated are represented by the marker size, color, and shape respectively. Each marker represents a different replicate in a quadruplicate study. Conditions are divided by growth factor type (HB-EGF: left, EGF: right), and the no growth factor conditions are duplicated on both sides for ease of visualization. (c) Statistical analyses of the most consistent conditions with 4 out of 4 wells aggregated at day 16 are shown. Conditions not connected by the same letter have significantly different areas (ANOVA and post-hoc Tukey test: P < 0.05). Conditions depicted in Fig. 2 are labeled.