Cited by 292Advanced Fluorescence Microscopy TechniquesSingle-cell and spatial transcriptomicsCell Image Analysis Techniques

Cellular and Molecular Probing of Intact Human Organs

Open access
Zhao, Shan, Todorov, Mihail Ivilinov, Cai, Ruiyao, -Maskari, Rami AI, Steinke, Hanno, Kemter, Elisabeth, Mai, Hongcheng, Rong, Zhouyi +15 more·2020·Cell

Abstract

Optical tissue transparency permits scalable cellular and molecular investigation of complex tissues in 3D. Adult human organs are particularly challenging to render transparent because of the accumulation of dense and sturdy molecules in decades-aged tissues. To overcome these challenges, we developed SHANEL, a method based on a new tissue permeabilization approach to clear and label stiff human organs. We used SHANEL to render the intact adult human brain and kidney transparent and perform 3D histology with antibodies and dyes in centimeters-depth. Thereby, we revealed structural details of the intact human eye, human thyroid, human kidney, and transgenic pig pancreas at the cellular resolution. Furthermore, we developed a deep learning pipeline to analyze millions of cells in cleared human brain tissues within hours with standard lab computers. Overall, SHANEL is a robust and unbiased technology to chart the cellular and molecular architecture of large intact mammalian organs.

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Crossref · 10.1016/j.cell.2020.01.030

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  • Advanced tissue-clearing methods combined with fluorescence microscopy have enabled the visualization of large samples, including entire mouse bodies and big human tissue specimens at the single-cell resolution.

    “Advanced tissue-clearing methods combined with fluorescence microscopy have enabled the visualization of large samples, including entire mouse bodies and big human tissue specimens at the single-cell resolution1–5.”

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  1. Bitplane. Imaris Microscopy Image Analysis. Oxford Instruments Group (2019)

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Authors
Zhao, S., Todorov, M. I., Cai, R., -Maskari, R. A., Steinke, H., Kemter, E., Mai, H., Rong, Z., Warmer, M., Stanic, K., Schoppe, O., Paetzold, J. C., Gesierich, B., Wong, M. N., Huber, T. B., Duering, M., Bruns, O. T., Menze, B., Lipfert, J., Puelles, V. G., Wolf, E., Bechmann, I., & Ertürk, A.
Affiliations
  • Helmholtz Munich (DE)
  • Leipzig University (DE)
  • German Center for Diabetes Research (DE)
  • Technical University of Munich (DE)
  • Institut für Schlaganfall- und Demenzforschung (DE)
  • University Medical Center Hamburg-Eppendorf (DE)
  • LMU Klinikum (DE)
  • Center for NanoScience (DE)
Corresponding author
Ertürk, Ali
Venue
Cell
Publisher
Elsevier BV
Published
2020-02
Volume
180
Issue
4
Pages
796-812.e19
ISSN
0092-8674 (ISSN-L)
OpenAlex
W3005867992
Cited by
292
References
114
Citations by year
2026: 36 · 2025: 43 · 2024: 43 · 2023: 35 · 2022: 49 · 2021: 60 · 2020: 26
FWCI
20.22
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • Open access LMU (Ludwid Maxmilian's Universitat Munchen) (submittedVersion)
  • Site cant be reached (submittedVersion, other-oa)
  • OPUS (Augsburg University) (submittedVersion)
Funders
  • Fritz Thyssen Stiftung
  • Deutsche Forschungsgemeinschaft (ER 810/2-1, SFB 1052, TRR127, CRC/1192, BR 5355/2-1, 390857198)
  • Bundesministerium für Bildung und Forschung (INST 409/193-1 FUGG)
  • European Commission (01EW1501A)
  • Stiftung zur Erforschung der Vaskulären Demenz
  • National Health and Medical Research Council
  • Alexander von Humboldt-Stiftung
  • National Institutes of Health
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Advanced Fluorescence Microscopy Techniques
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Single-cell and spatial transcriptomics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Cell Image Analysis Techniques
Keywords
tissue clearing, human brain, human kidney, human eye, human thyroid, 3D histology, antibody labeling
MeSH terms
Deep Learning, Aged, 80 and over, Animals, Brain, Eye, Female, Humans, Kidney, Male, Middle Aged, Pancreas, Staining and Labeling, Swine, Thyroid Gland, Imaging, Three-Dimensional, Mice, Limit of Detection, Optical Imaging

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