ArticleNature protocols2019
High-dimensional cell-level analysis of tissues with Ce3D multiplex volume imaging.
Article in Nature protocols, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 107 papers.
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Who cites it
107 citing papers in PubMed.
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- A uniform tissue-clearing framework and mesoSPIM-ultra enable cm-scale single-neuron tracing.bioRxiv : the preprint server for biology · 2026Article
- [Culture and identification of human induced pluripotent stem cell-derived skin organoids].Zhonghua shao shang yu chuang mian xiu fu za zhi · 2026Article
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- Three-dimensional modeling of sensory nerve architecture and eosinophil and mast cell interactions in eosinophilic gastrointestinal disease.Journal of leukocyte biology · 2026Article
- 3D reconstruction of human liver tissue at cellular resolution.Science advances · 2026Article
- NR6A1 is essential for neural crest cell specification, formation and survival.Nature communications · 2026Article
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- Rapid 3D Immunolabeling and Light Sheet Microscopy for Quantitative Analysis of Intact Tissues.Computational and structural biotechnology journal · 2026Article
- Immunohistochemical Localization and Anatomical Distribution of Enteric Glia Cells in Enteric Nervous System.Methods in molecular biology (Clifton, N.J.) · 2026Article
- Current progress of labeling strategies in tissue clearing for large-scale biological visualization.Frontiers in cell and developmental biology · 2026Review
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- Aged Zebrafish as a Spontaneous Model of Cardiac Valvular Disease.Aging cell · 2025Article
- TSLP links intestinal nutrient sensing with amplification of the ILC2-tuft cell circuit.Nature immunology · 2025Article
47 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Understanding the structure-function relationships between diverse cell types in a complex organ environment requires detailed in situ reconstruction of cell-associated molecular properties in the context of 3D, macro-scale tissue architecture. We recently developed clearing-enhanced 3D (Ce3D), a simple and effective method for tissue clearing that achieves excellent transparency; preserves cell morphology, tissue architecture, and reporter molecule fluorescence; and is robustly compatible with direct immunolabeling. These characteristics permit high-quality multiplex fluorescence microscopy of large tissue volumes, as well as image analysis using advanced platforms such as volumetric histocytometry, collectively allowing quantitative characterization of cells with respect to their spatial positioning within tissues on the basis of phenotypic and functional markers. Ce3D clearing is fast, achieving robust transparency of most tissues within 24 h, albeit still necessitating additional time for staining, imaging, and analysis (1-2 weeks). Here, we provide detailed procedures for tissue clearing using Ce3D, including optimized workflows for tissue processing and staining, as well as treatment of difficult-to-clear organs such as the brain. We also describe a new procedure for RNA detection in Ce3D-treated tissues, as well as provide additional details for the volumetric histocytometry data processing steps. Finally, we discuss limitations and work-around strategies for improving antibody-based tissue immunolabeling, fluorophore multiplexing, large-volume microscopy, and computational analysis of large image datasets. Together, these detailed procedures and solutions for high-resolution volumetric microscopy with Ce3D enable quantitative visualization of cells and tissues at a high level of detail, allowing exploration of cellular spatial relationships in a variety of tissue settings.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.