Fluorescence-based Single-cell Analysis of Whole-mount-stained and Cleared Microtissues and Organoids for High Throughput Screening
Open accessAbstract
Three-dimensional (3D) cell culture, especially in the form of organ-like microtissues ("organoids"), has emerged as a novel tool potentially mimicking human tissue biology more closely than standard two-dimensional culture. Typically, tissue sectioning is the standard method for immunohistochemical analysis. However, it removes cells from their native niche and can result in the loss of 3D context during analyses. Automated workflows require parallel processing and analysis of hundreds to thousands of samples, and sectioning is mechanically complex, time-intensive, and thus less suited for automated workflows. Here, we present a simple protocol for combined whole-mount immunostaining, tissue-clearing, and optical analysis of large-scale (approx. 1 mm) 3D tissues with single-cell level resolution. While the protocol can be performed manually, it was specifically designed to be compatible with high-throughput applications and automated liquid handling systems. This approach is freely scalable and allows parallel automated processing of large sample numbers in standard labware. We have successfully applied the protocol to human mid- and forebrain organoids, but, in principle, the workflow is suitable for a variety of 3D tissue samples to facilitate the phenotypic discovery of cellular behaviors in 3D cell culture-based high-throughput screens. Graphic abstract: Automatable organoid clearing and high-content analysis workflow and timeline.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Specialized microscopy techniques and tissue processing (e.g., clearing) can overcome challenges in imaging 3D cultures, but they require additional specifications and QC.
“Specialized microscopy techniques and tissue processing (e.g., clearing) can overcome these challenges, but they require additional specifications and QC (Nurnberg et al., 2020; Renner et al., 2021; Cheng et al., 2023; Yoshida et al., 2020; Kahn-Krell et al., 2022).”
From Recommendations on fit-for-purpose criteria to establish quality management for microphysiological systems and for monitoring their reproducibility (2024) · cites this paper as Renner et al., 2021
The Abstract (page not provided) says whole-mount staining and tissue clearing enable imaging of entire 3D aggregates without sectioning. Day 6 (page not provided) specifies imaging settings that must be adjusted to the analysis, but the passages do not establish a requirement for additional quality control. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fiji: an open-source platform for biological-image analysis
Schindelin, J., Arganda-Carreras, I., Frise, E., Kaynig, V., Longair, M., Pietzsch, T., Preibisch, S., Rueden, C., Saalfeld, S., Schmid, B., et al. (2012) · Nature Methods · doi:10.1038/nmeth.2019 · Cited by 66,890 · see citing works
Cerebral organoids model human brain development and microcephaly
Lancaster, M. A., Renner, M., Martin, C.-A., Wenzel, D., Bicknell, L. S., Hurles, M. E., Homfray, T., Penninger, J. M., Jackson, A. P., & Knoblich, J. A. (2013) · Nature · doi:10.1038/nature12517 · Cited by 5,372 · see citing works
Human organoids: model systems for human biology and medicine
Kim, J., Koo, B.-K., & Knoblich, J. A. (2020) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-020-0259-3 · Cited by 2,187 · see citing works
Functional cortical neurons and astrocytes from human pluripotent stem cells in 3D culture
Paşca, A. M., Sloan, S. A., Clarke, L. E., Tian, Y., Makinson, C. D., Huber, N., Kim, C. H., Park, J.-Y., O'Rourke, N. A., Nguyen, K. D., et al. (2015) · Nature Methods · doi:10.1038/nmeth.3415 · Cited by 1,609 · see citing works
Progress and potential in organoid research
Rossi, G., Manfrin, A., & Lutolf, M. P. (2018) · Nature Reviews Genetics · doi:10.1038/s41576-018-0051-9 · Cited by 1,182 · see citing works
High-resolution 3D imaging of fixed and cleared organoids
Dekkers, J. F., Alieva, M., Wellens, L. M., Ariese, H. C., Jamieson, P. R., Vonk, A. M., Amatngalim, G. D., Hu, H., Oost, K. C., Snippert, H. J. G., et al. (2019) · Nature Protocols · doi:10.1038/s41596-019-0160-8 · Cited by 534 · see citing works
Human Organoids: Tools for Understanding Biology and Treating Diseases
Schutgens, F., & Clevers, H. C. (2019) · Annual Review of Pathology Mechanisms of Disease · doi:10.1146/annurev-pathmechdis-012419-032611 · Cited by 506 · see citing works
Dent, J. A., Polson, A. G., & Klymkowsky, M. W. (1989) · Development · doi:10.1242/dev.105.1.61 · Cited by 454 · see citing works
Renner, H., Grabos, M., Becker, K., Kagermeier, T., Wu, J., Otto, M., Peischard, S., Zeuschner, D., Tsytsyura, Y., Disse, P., et al. (2020) · eLife · doi:10.7554/elife.52904 · Cited by 222 · see citing works
ACT-PRESTO: Rapid and consistent tissue clearing and labeling method for 3-dimensional (3D) imaging
Lee, E., Choi, J., Jo, Y., Kim, J. Y., Jang, Y. J., Lee, H. M., Kim, S. Y., Lee, H.-J., Cho, K., Jung, N., et al. (2016) · Scientific Reports · doi:10.1038/srep18631 · Cited by 215 · see citing works
Cerebral organoids model human brain development and microcephaly
Hattori, N. (2013) · Movement Disorders · doi:10.1002/mds.25740 · Cited by 169 · see citing works
Broad applicability of a streamlined Ethyl Cinnamate-based clearing procedure
Masselink, W., Reumann, D., Murawala, P., Pasierbek, P., Taniguchi, Y., Bonnay, F., Meixner, K., Knoblich, J. A., & Tanaka, E. M. (2019) · Development · doi:10.1242/dev.166884 · Cited by 140 · see citing works
Broad applicability of a streamlined Ethyl Cinnamate-based clearing procedurePreprint
Masselink, W., Reumann, D., Murawala, P., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/346247 · Cited by 22 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Renner, H., Grabos, M., Becker, K. J., Kagermeier, T. E., Wu, J., Otto, M., Peischard, S., Zeuschner, D., TsyTsyura, Y., Disse, P., Klingauf, J., Leidel, S. A., Seebohm, G., Scholer, H. R. www.bio-protocol.org/e4050 Bio-protocol 11(12): e4050. DOI:10.21769/BioProtoc.4050
- Copyright Renner et al. This article is distributed under the terms of the Creative Commons Attribution License (CC BY 4.0). Please cite this article as: Renner, H. et al., (2021). Fluorescence-based Single-cell Analysis of Whole-mount-stained and Cleared Microtissues and Organoids for High Throughput Screening. Bio-protocol 11(12): e4050. DOI: 10.21769/BioProtoc.4050.
Cited by
Sorted by citations
Advanced 3D imaging and organoid bioprinting for biomedical research and therapeutic applications
Maharjan, S., Ma, C., Singh, B., Kang, H., Orive, G., Yao, J., & Zhang, Y. S. (2024) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2024.115237 · Cited by 105 · see citing works
Pamies, D., Ekert, J., Zurich, M.-G., Frey, O., Werner, S., Piergiovanni, M., Freedman, B. S., Keong Teo, A. K., Erfurth, H., Reyes, D. R., et al. (2024) · Stem Cell Reports · doi:10.1016/j.stemcr.2024.03.009 · Cited by 66 · see citing works
“…to use these readouts for QC. Specialized microscopy techniques and tissue processing (e.g., clearing) can overcome these challenges, but they require additional specifications and QC (Nurnberg et al., 2020; Renner et al., 2021; Cheng et al., 2023; Yoshida et al., 2020; Kahn-Krell et al., 2022).”
Cell-Type-Specific High Throughput Toxicity Testing in Human Midbrain Organoids
Renner, H., Becker, K., Kagermeier, T., Grabos, M., Eliat, F., Günther, P. S., Schöler, H. R., & Bruder, J. M. (2021) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2021.715054 · Cited by 40 · see citing works
Tissue clearing may alter emission and absorption properties of common fluorophores
Eliat, F., Sohn, R. E., Renner, H., Kagermeier, T., Volkery, S., Brinkmann, H., Kirschnick, N., Kiefer, F., Grabos, M., Becker, K., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-09303-9 · Cited by 14 · see citing works
Kauppila, M., Mörö, A., Valle‐Delgado, J. J., Ihalainen, T. O., Sukki, L., Puistola, P., Kallio, P. J., Ilmarinen, T., Österberg, M., & Skottman, H. (2023) · Advanced Healthcare Materials · doi:10.1002/adhm.202301396 · Cited by 13 · see citing works
Three-Dimensional Cell Culture Systems in Pediatric and Adult Brain Tumor Precision Medicine
Riedel, N. C., de Faria, F. W., Alfert, A., Bruder, J. M., & Kerl, K. (2022) · Cancers · doi:10.3390/cancers14235972 · Cited by 13 · see citing works
Horschitz, S., Jabali, A., Heuer, S., Zillich, E., Zillich, L., Hoffmann, D. C., Kumar, A. S., Hausmann, D., Azorín, D. D., Hai, L., et al. (2025) · Journal of Advanced Research · doi:10.1016/j.jare.2025.03.055 · Cited by 6 · see citing works
de Faria, F. W., Riedel, N. C., Münter, D., Interlandi, M., Göbel, C., Altendorf, L., Richter, M., Melcher, V., Thomas, C., Roy, R., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-60442-9 · Cited by 5 · see citing works
Tok, O. E., Demirel, G., Saatci, Y., Akbulut, Z., Kayalar, Ö., & Aktaş, R. G. (2022) · Journal of Visualized Experiments · doi:10.3791/64563 · Cited by 1 · see citing works
Sievers, S., Waldmann, H., & Ziegler, S. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-29808-0.00009-1
Demirel, G., Tok, O. E., & Aktaş, R. G. (2025) · Methods in molecular biology · doi:10.1007/7651_2025_634
Tok, O. E., Demirel, G., Kayalar, Ö., Konyalılar, N., Bayram, H., & Aktaş, R. G. (2026) · Organoids · doi:10.3390/organoids5030021
- Authors
- Renner, H., Otto, M., Grabos, M., Schöler, H., & Bruder, J.
- Affiliations
- Max Planck Institute for Molecular Biomedicine (DE)
- University of Münster (DE)
- Corresponding author
- Bruder, Jan
- Venue
- BIO-PROTOCOL
- Publisher
- Bio-Protocol, LLC
- Published
- 2021
- Volume
- 11
- Issue
- 12
- Pages
- e4050-e4050
- ISSN
- 2331-8325 (ISSN-L)
- PMC
- PMC8260262
- OpenAlex
- W3174159582
- Cited by
- 12
- References
- 13
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 2 · 2023: 1 · 2022: 3 · 2021: 1
- FWCI
- 0.79
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- BIO-PROTOCOL (publishedVersion, cc-by)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- International Max Planck Research School for Environmental, Cellular and Molecular Microbiology
- European Commission (669168, HORIZON2020)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Cell Image Analysis Techniques
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Advanced Fluorescence Microscopy Techniques
- Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
- Keywords
- organoids, microtissues, whole-mount immunostaining, tissue clearing, fluorescence imaging, single-cell analysis, high-throughput screening, automated liquid handling, 3D cell culture, brain organoids
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review