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Circadian Syndrome and Incident Cardiometabolic Multimorbidity: The Mediating Role of Biological Age Acceleration in the CHARLS Cohort

This prospective study of 6,260 Chinese adults demonstrates that circadian syndrome is an independent predictor of incident cardiometabolic multimorbidity and its component diseases, with biological age acceleration partially mediating these associations.

Original authors: Hao Yan, Lin Li, Min Wang

Published 2026-09-10
📖 5 min read🧠 Deep dive

Original authors: Hao Yan, Lin Li, Min Wang

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Our bodies run on an internal clock, a rhythm that governs when we sleep, when we eat, and how our cells repair themselves. When this rhythm stays in sync with our daily lives, our metabolism functions smoothly. But when sleep is short, stress is high, and our diet is poor, these internal systems can fall out of step. This misalignment creates a state of strain that goes beyond simple weight gain or high blood pressure; it is a deep, systemic wear and tear that accelerates how fast our bodies age. Scientists have long known that metabolic problems often cluster together, but they are now looking at a broader picture that includes sleep and mental health to understand why some people develop multiple serious diseases while others do not.

A new study involving thousands of middle-aged and older adults in China has investigated this connection, focusing on a condition called circadian syndrome. This is not just a single disease but a collection of seven specific signs: excess weight around the waist, high blood pressure, high triglycerides (a type of fat in the blood), low levels of good cholesterol, high blood sugar, short sleep duration, and symptoms of depression. The researchers wanted to know if having several of these signs at once increases the risk of developing cardiometabolic multimorbidity, a serious condition where a person suffers from at least two major diseases like heart disease, stroke, or diabetes at the same time. They also sought to understand if this risk is driven by the body aging faster than the calendar suggests, a concept known as biological age acceleration.

To find the answers, the research team analyzed data from over 6,000 participants in the China Health and Retirement Longitudinal Study, tracking them from 2011 to 2020. They first identified who had circadian syndrome by counting how many of the seven signs each person had at the start of the study. They then calculated a "biological age" for each participant using standard blood tests and physical measurements, comparing this number to their actual age in years. If the biological age was higher than the actual age, it indicated that the person's body was aging faster than expected. The team then watched to see who developed heart disease, stroke, diabetes, or the combination of these conditions over the next nine years.

The results were clear and consistent. People who had circadian syndrome at the beginning of the study were significantly more likely to develop these serious health problems later on. Specifically, those with the syndrome were about 30% more likely to develop heart disease, more than twice as likely to have a stroke, and more than twice as likely to develop diabetes or the combination of these diseases. The risk did not just appear suddenly; it grew with the number of signs a person had. For every additional sign of circadian syndrome a person carried, their risk of these diseases increased steadily. This suggests that the damage is cumulative, like a debt that grows with every missed payment, where the combination of poor sleep, mood issues, and metabolic trouble creates a burden greater than the sum of its parts.

The study also revealed a hidden mechanism behind this increased risk. The researchers found that biological age acceleration acted as a bridge between circadian syndrome and the development of disease. In other words, having circadian syndrome seemed to speed up the aging process of the body's cells and systems, and this accelerated aging, in turn, made it more likely for heart disease, stroke, and diabetes to take hold. The analysis showed that this faster aging explained a portion of the risk, accounting for between 5% and 11% of the link between the syndrome and the diseases. This finding is important because it suggests that the body's internal clock and its metabolic health are deeply tied to how quickly we physically age.

While the study confirmed that circadian syndrome is a powerful warning sign for future health problems, it also highlighted that the relationship is complex. The connection between the syndrome and heart disease, for instance, did not show the same clear link through accelerated aging as the other diseases did, suggesting that heart disease might be driven by other specific factors as well. Furthermore, the researchers noted that while the data strongly points to these connections, the study design cannot prove that one thing directly causes the other in every single case. However, the consistency of the findings across such a large group of people over a long period makes the evidence very strong.

Ultimately, this research offers a practical way to look at health risks. Instead of checking for just one problem like high blood sugar or high blood pressure, doctors and individuals can look at the whole picture, including sleep and mood. By identifying people who are accumulating these signs of circadian syndrome early, it may be possible to intervene before multiple diseases take hold. The study suggests that addressing sleep, mental health, and metabolic health together could slow down the aging process of the body and prevent the onset of severe, life-altering conditions.

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