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Within-Individual Stability of Elemental Profiles and Related Biochemical Biomarkers in Healthy Adults Across Three Monthly Assessments: Analysis of Plasma, Red Blood Cells, and 24-Hour Urine

This study evaluated the within-individual temporal stability of elemental and biochemical biomarkers across plasma, red blood cells, and 24-hour urine in healthy adults, revealing element- and specimen-specific patterns of stability that provide a reference framework for interpreting longitudinal measurements in clinical, nutritional, and environmental research.

Original authors: Kotoko Arisawa, Miyuki Iwai-Shimada, Misaki Shimizu, Shunsuke Yogiashi, Ritsuko Shimizu, Takafumi Suzuki, Takashi Toyama, Yoshiro Saito

Published 2026-09-09✓ Author reviewed
📖 6 min read🧠 Deep dive

Original authors: Kotoko Arisawa, Miyuki Iwai-Shimada, Misaki Shimizu, Shunsuke Yogiashi, Ritsuko Shimizu, Takafumi Suzuki, Takashi Toyama, Yoshiro Saito

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 ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed.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

Our bodies are constantly exchanging materials with the world around us. We breathe in air, drink water, and eat food, all of which introduce a complex mix of chemical elements into our systems. Some of these, like iron and zinc, are essential for life, acting as tiny tools that help our cells function. Others, like lead or mercury, are toxic and can cause harm even in small amounts. Scientists have long known that measuring these elements in blood or urine can tell us about a person's nutrition or exposure to pollutants. However, a crucial question has remained difficult to answer: how much do these levels naturally change from day to day within a single healthy person? If a person's blood mercury level goes up slightly one month, is that a sign of a new problem, or just a normal fluctuation? Without knowing the answer, it is hard to tell if a change in a medical test is meaningful or just noise.

To solve this puzzle, a team of researchers at Tohoku University and the National Institute for Environmental Studies in Japan set out to map the natural rhythm of these elements. They focused on a group of twenty-three healthy adults, ranging in age from thirty to fifty-nine. Over the course of three months, the team collected blood and urine samples from each participant three times, with about one month passing between each visit. They measured twenty-six different elements in the blood plasma, the red blood cells, and the urine, alongside standard health markers like cholesterol and liver enzymes. They also looked at a specific protein in the blood that carries selenium, a vital nutrient, to see how stable that was as well. The goal was to establish a baseline of normal variation, creating a reference guide that could help doctors and scientists distinguish between a person's usual state and a genuine change in their health.

The results revealed that the body's handling of these elements is far from uniform; some are remarkably steady, while others are quite fickle. When the researchers looked at the blood plasma, they found that sodium levels were exceptionally stable, staying nearly the same for each person across the three visits. Magnesium, phosphorus, sulfur, potassium, calcium, and selenium also showed good stability, meaning a single test for these would likely give a reliable picture of a person's typical status. However, iron and arsenic in the blood were much more variable, fluctuating significantly from one month to the next for the same individual. The story was different inside the red blood cells. Elements like manganese, cadmium, and mercury showed excellent stability, suggesting that red blood cells act as a reliable record of exposure over time, perhaps because these cells live for about four months and hold onto these elements tightly.

The urine samples told a more complex story. Generally, the concentration of elements in urine was less stable than in blood, likely because it changes with how much water a person drinks and how much they eat that day. However, when the researchers calculated the total amount of an element excreted over a full twenty-four hours, the picture improved for some substances. Sulfur, for instance, became much more stable when measured as a total daily amount rather than just a concentration. This suggests that for certain elements, looking at the total output over a full day provides a clearer signal than a snapshot of concentration at a single moment.

One of the most revealing findings concerned how different parts of the body talk to each other. When the researchers simply looked at all the data points together, they saw strong links between the levels of certain elements in the blood, the red blood cells, and the urine. For example, people with higher levels of arsenic in their blood also tended to have higher levels in their urine. At first glance, this might suggest that if one level goes up, the others follow immediately. But when the researchers used a more careful method to track changes within the same person over time, most of these connections disappeared. This means that the links they saw were mostly because some people naturally have higher levels than others, not because the levels in different body parts rise and fall together in the short term.

There was one major exception to this rule: arsenic. Unlike the other elements, arsenic showed a coordinated dance across the body. When a person's arsenic level rose in their blood, it also rose in their red blood cells and their urine at the same time. This indicates that for arsenic, the body processes and moves the element in a synchronized way, reflecting recent exposure across all these different compartments. For almost every other element, however, the levels in the blood, cells, and urine did not move in lockstep. A change in one did not necessarily predict a change in the others within the same person over a month.

The study also examined routine health markers, such as liver enzymes and cholesterol, and found that most of these were quite stable, much like the steady elements in the blood. This consistency gives doctors confidence that a single test for these common markers is usually sufficient to judge a person's health. The researchers also looked at how diet influenced these levels. They found that for the participants who drank alcohol, higher alcohol intake was linked to higher levels of several elements in the blood, including sodium, magnesium, and zinc. However, because the diet was only checked once, this link remains a suggestion rather than a proven rule.

Ultimately, this research provides a vital map for the future. It tells us that when we measure elements in the body, we must be careful to know which ones are naturally steady and which ones wiggle. For the stable ones, a single test is often enough. For the wobbly ones, or for those that change with diet and hydration, we need to be more cautious, perhaps taking multiple tests to get the true picture. This knowledge is not just for understanding nutrition or pollution on Earth; it is also being prepared for space. As humans plan to live on the moon or travel to Mars, scientists will need to know exactly how much a person's body chemistry naturally varies so they can tell if the space environment is causing a real change or if it is just the body doing what it always does. By defining the normal rhythm of the human body, this study helps ensure that when we look at the stars, we can accurately read the signals from our own biology.

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