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Investigating tattoo particles in the porcine model using X-ray phase-contrast tomography

This study employs a multi-scale, multimodal imaging approach combining synchrotron-based X-ray phase-contrast tomography and transmission electron microscopy to characterize the 3D distribution, internal architecture, and immune response of tattoo pigments in porcine and human skin, thereby establishing a comprehensive framework for evaluating tattoo ink safety.

Original authors: Simon Zandarco, Dominik John, Sami Wirtensohn, Amelie Pfeiffer, Felix Beckmann, Julian Moosmann, Jörg Hammel, Imke Greving, Silja Flenner, Patrick Ilg, Ines Schreiver, Crysta De Cuyper, Isabelle Rooms
Published 2026-10-28
📖 6 min read🧠 Deep dive

Original authors: Simon Zandarco, Dominik John, Sami Wirtensohn, Amelie Pfeiffer, Felix Beckmann, Julian Moosmann, Jörg Hammel, Imke Greving, Silja Flenner, Patrick Ilg, Ines Schreiver, Crysta De Cuyper, Isabelle Rooms, Franz Pfeiffer, Julia Herzen, Madleen Busse

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed. It is not medical advice. Do not make health decisions based on this content. Read full disclaimer

For millions of people in industrialized nations, the skin is a canvas, decorated with ink that has been proven to migrate beyond the surface. When a tattoo is applied, the needle deposits pigment deep into the dermis, the thick layer of skin beneath the surface. While the body treats these foreign particles as an intruder, sending immune cells to the site, the long-term journey of these pigments has remained largely a mystery. Scientists have known for some time that ink particles can travel from the skin to the lymph nodes, but the precise mechanics of how they move, how they cluster, and how the body reacts to them over time have been difficult to observe. This uncertainty is particularly pressing because certain colors, especially red, are known to trigger severe allergic reactions in some individuals, yet the specific behavior of the particles causing these reactions is not fully understood. Without a clear way to see these tiny particles inside living tissue, regulators and doctors have struggled to assess the safety of tattoo inks or explain why some people react so violently to them.

To solve this puzzle, a team of researchers turned to a unique combination of advanced imaging tools to look inside tattooed skin with unprecedented clarity. They chose to study a pig model, as the skin of a pig closely resembles human skin in both thickness and texture, making it an ideal stand-in for human biology. In a controlled experiment, they tattooed the inner thighs of pigs with a blue ink and then took small samples of the skin at one week, two weeks, and four weeks after the procedure. To see what was happening inside, they did not rely on a single method but instead layered three different types of X-ray and electron imaging. First, they used a technique called micro-computed tomography, which creates a three-dimensional map of the tissue, allowing them to see the overall shape of the skin layers and where large clumps of ink had settled. They then zoomed in with a much more powerful tool, nano-computed tomography, which could resolve the internal structure of those clumps to see if the individual particles had merged together or remained separate. Finally, they used transmission electron microscopy, a method that uses a beam of electrons instead of X-rays, to visualize the tiniest single particles and identify the specific chemical makeup of the ink.

The results revealed a dynamic story of the body's immediate reaction to the ink. In the first week after tattooing, the skin showed significant swelling, a sign that the immune system was actively responding to the foreign material. The ink particles had accumulated just beneath the outer layer of skin, but they were not sitting still; the tissue around them was inflamed. By the second week, the swelling had begun to subside, and the immune system appeared to be attempting to encapsulate the ink clusters, essentially trying to wall them off and push them out of the body. By the fourth week, the inflammation had largely disappeared, and the ink particles had settled into a more stable, stationary position within the upper layer of the dermis. The researchers also observed that the ink did not spread evenly throughout the skin but rather formed distinct agglomerates, or clumps, which the imaging tools could track in three dimensions.

However, the study also uncovered a significant limitation in how we currently measure these particles. When the researchers tried to calculate the total volume of the titanium dioxide pigment based on the images, they found that their scans could only detect a tiny fraction of what was actually there. They recovered only about 6.4 percent of the expected pigment content. This happened because many of the individual ink particles were too small to be seen by the larger-scale X-ray scanner, and those that were visible often lacked sharp edges, making them hard to count accurately. The high-resolution nano-imaging showed that even within the visible clumps, the individual particles were not fused into a single solid mass; instead, they remained separated by soft tissue. This finding suggests that the ink does not simply dissolve or merge into a uniform blob, but maintains a complex, fragmented structure that is difficult to quantify with standard scanning methods.

The investigation also looked at human skin samples, including one from a patient with a severe allergic reaction to an unknown red pigment. While the red pigment itself was too faint to be seen directly by the X-ray scanners, the damage it caused to the tissue was clearly visible. The human skin showed a different pattern of reaction compared to the pig skin, with a thickening and rupture of the outer skin layer and a dense accumulation of immune cells, confirming that the red ink triggered a more aggressive inflammatory response. The electron microscope was the only tool capable of seeing the actual red pigment particles, revealing that they clustered far less than the blue ink particles. This difference in how the particles group together, combined with their weak signal in X-ray scans, explains why the red ink is so difficult to detect with standard imaging and why it might cause such distinct problems for the immune system.

By combining these three imaging techniques, the researchers built a complete picture that spans from the whole piece of skin down to the level of a single nanoparticle. They demonstrated that while large-scale scans can show where the ink goes and how the skin swells, they miss the fine details of the individual particles. Only by looking at the same sample with increasingly powerful tools could they see that the ink remains a collection of separate particles held together by tissue, rather than a single merged object. This multi-scale approach provides a new framework for understanding tattoo safety, showing that the behavior of ink is far more complex than previously thought. It suggests that future studies must look beyond simple volume measurements to understand how these particles interact with the body, a crucial step for improving the safety of tattoo inks and managing the allergic reactions that affect so many people.

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