Ludwig Link

High dimensional imaging in 3D is more revealing

Left: High-resolution view of early melanoma from a FFPE patient sample stained by 3D CyCIF for 54 proteins (only 8 shown) in a 35-micron thick tissue specimen. Right, top: Inset shows a community of immune cells interacting with a tumor cell. Thick tissue imaging paired with 3D high-resolution confocal microscopy resolves the full shape of each cell and its contacting neighbors along all 3 axes. Right, bottom: A 2D image simulated below for comparison.
Clarence Yapp and Peter Sorger

Left: High-resolution view of early melanoma from a FFPE patient sample stained by 3D CyCIF for 54 proteins (only 8 shown) in a 35-micron thick tissue specimen. Right, top: Inset shows a community of immune cells interacting with a tumor cell. Thick tissue imaging paired with 3D high-resolution confocal microscopy resolves the full shape of each cell and its contacting neighbors along all 3 axes. Right, bottom: A 2D image simulated below for comparison.
Clarence Yapp, Ludwig Cancer Research Harvard
Clarence Yapp
Ajit Nirmal, Ludwig Cancer Research Harvard
Ajit Nirmal
Sandro Santagata, Ludwig Cancer Research Harvard
Sandro Santagata
Peter Sorger, Ludwig Cancer Research Harvard
Peter Sorger

For 150 years, histopathological analysis of hematoxylin and eosin (H&E) stained specimens has been performed using tissue sections that are 4-5 μm thick. Contemporary “spatial biology” approaches have retained this format. The use of thin sections makes fine details of cells and organelles clearer (by preventing interference from out of focus light) but a report in the September issue of Nature Methods led by Ludwig Harvard’s Clarence Yapp, Ajit Nirmal, Sandro Santagata and Peter Sorger shows that nearly all cells and nuclei are incomplete in standard 5 μm sections. This compromises the accuracy of phenotyping and obscures functionally significant contacts between cells. By extending highly multiplexed spatial profiling to 3D imaging of 30-50 μm thick sections, the Harvard team has shown that it is possible to accurately determine the shapes of intact cells, analyze juxtracrine signaling events, and detect mitochondria, peroxisomes, secretory granules and other intracellular organelles. Analysis of cell–cell interactions in 3D shows that many immune cells within and at the margins of tumors are engaged in multiple (up to ten) simultaneous activating and inhibitory interactions with neighboring cells. 3D tissue imaging therefore promises to improve understanding of tumor, stromal and immune cell interaction in the presence and absence of immunotherapy. Precise mapping of T cell states and niches is a key goal for the next phase of this research.

Study data is freely available by clicking here.

Highly multiplexed 3D profiling of cell states and immune niches in human tumors
Nature Methods, 2025 September 29

 Back to April 2026 Ludwig Link
Notice
?

You are now leaving Ludwig Cancer Research's website and are going to a website that is not operated by the association. We are not responsible for the content or availability of linked sites. Do you wish to continue?

Continue
Cancel