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Associations of four insulin resistance-related indices with vagal heart rate variability and confirmed cardiovascular autonomic neuropathy in type 2 diabetes: a cross-sectional study

This cross-sectional study of 1,427 individuals with type 2 diabetes found that while several insulin resistance-related indices were inversely associated with vagally mediated heart rate variability, the C-reactive protein-triglyceride-glucose index (CTI) demonstrated the most robust association with confirmed cardiovascular autonomic neuropathy, an identification further improved when combined with urinary albumin-to-creatinine ratio.

Original authors: Tianqi Wang, Boyu Chen, Siwen Zhao, Qijun Fang, Jiulong Wu, Shanmei Shen, Chenxi Li, Weimin Wang, Yan Bi

Published 2026-08-26
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Original authors: Tianqi Wang, Boyu Chen, Siwen Zhao, Qijun Fang, Jiulong Wu, Shanmei Shen, Chenxi Li, Weimin Wang, Yan Bi

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

For millions of people living with type 2 diabetes, the disease is more than just a problem with blood sugar; it is a condition that can quietly damage the body's intricate wiring system. This wiring, known as the autonomic nervous system, acts as the body's automatic pilot, controlling vital functions like heart rate and blood pressure without us having to think about them. When diabetes damages the specific nerves that slow the heart down—a function called vagal control—the heart loses its ability to vary its rhythm smoothly. This loss of flexibility is an early warning sign of a serious complication called cardiovascular autonomic neuropathy. While this condition can lead to silent heart attacks or dangerous drops in blood pressure, it often goes unnoticed because it produces no obvious symptoms in its early stages. Doctors usually need specialized, time-consuming tests to confirm its presence, which means many patients remain unaware of the risk until it is too late.

Researchers have long suspected that the body's struggle to process insulin, a condition known as insulin resistance, is a key driver behind this nerve damage. To track this struggle, doctors often use simple blood tests that measure sugar and fat levels. Recently, scientists have developed several new ways to combine these routine numbers into single scores that might better predict health risks. One such score looks at the relationship between triglycerides and glucose, while others add in measurements of body fat or markers of inflammation, which is the body's natural response to injury and stress. The question remains: do these different scores tell us different things about the health of the heart's nerves, and could one of them help doctors spot the problem earlier?

A team of researchers at Nanjing Drum Tower Hospital set out to answer this by looking at a large group of 1,427 adults with type 2 diabetes. They wanted to see how four specific scores, all derived from standard blood work and body measurements, related to the health of the heart's automatic control system. The team did not just look at whether patients had the disease or not; they measured the actual electrical signals of the heart. Using a five-minute recording of the heart's rhythm while patients rested, they calculated how much the heart rate varied from beat to beat. A healthy heart naturally speeds up and slows down slightly with every breath, a sign of a strong, flexible nervous system. The researchers also performed a series of standard tests where patients breathed deeply, blew against resistance, or stood up quickly to see how well their hearts responded to these challenges. They defined confirmed nerve damage as a situation where at least two of these three tests came back abnormal, using age-adjusted standards to ensure that normal aging was not mistaken for disease.

The study found that higher levels of insulin resistance, as measured by three of the four scores, were consistently linked to a weaker, less flexible heart rhythm. Specifically, the scores based on triglycerides and glucose, the ratio of triglycerides to good cholesterol, and a score that combined these with a marker of inflammation were all associated with reduced heart rate variability. This means that as these numbers went up, the heart's ability to vary its rhythm went down, indicating early nerve stress. However, the fourth score, which focused heavily on waist size, showed a mixed picture. It was linked to reduced flexibility in one measure of heart rhythm but not the other, suggesting it might not be as reliable for detecting the earliest signs of nerve trouble.

When the researchers looked at who had confirmed nerve damage, the results became even more telling. While the score combining triglycerides and glucose with inflammation showed a strong, independent link to the disease, the score based on waist size lost its strength once the researchers accounted for other factors like blood pressure and medication use. This suggests that the inflammation score was capturing something unique about the disease process that the waist measurement alone could not. In fact, the inflammation-based score was the best at distinguishing between patients with and without confirmed nerve damage, even though the difference between the scores was not statistically huge. The researchers also explored a new idea: what if they combined this inflammation score with a test for kidney health, which measures tiny amounts of protein in the urine? They found that using both together improved the ability to sort patients into risk groups. In this combined approach, the likelihood of having nerve damage jumped significantly as the predicted risk increased, rising from less than 8 percent in the lowest-risk group to 33 percent in the highest-risk group.

The study concludes that while all these simple scores offer some insight, the one that blends insulin resistance with inflammation appears to be the most robust indicator of nerve damage in the heart. The researchers emphasize that these findings are based on a single snapshot in time, so they cannot prove that these scores cause the damage, only that they are closely linked to it. They also note that the combination of the inflammation score and the kidney test is a promising new direction that needs to be tested in future studies before it can be used in everyday medical practice. For now, the work highlights that the body's struggle with inflammation and sugar processing may be a critical piece of the puzzle in understanding why the heart's automatic controls fail in diabetes, offering a potential new way to identify at-risk patients before serious complications arise.

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