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Projected burden of hypertension-associated cardiovascular disease in people living with HIV versus HIV-negative adults in Eswatini

This study projects that people living with HIV in Eswatini will face a persistently higher burden of hypertension-associated cardiovascular disease compared to HIV-negative adults through 2045, with the gap potentially widening due to metabolic risks linked to dolutegravir-based antiretroviral therapy, particularly among women.

Original authors: Milali, M. P., Citron, D. T., Bhamidipati, K., Yamamoto, N., Osei-Ntansah, A., Platais, I., Ferrara, G., Ngcamphalala, C., Dlamini, S. G., Ginindza, N., Bershteyn, A.

Published 2026-07-20
📖 5 min read🧠 Deep dive

Original authors: Milali, M. P., Citron, D. T., Bhamidipati, K., Yamamoto, N., Osei-Ntansah, A., Platais, I., Ferrara, G., Ngcamphalala, C., Dlamini, S. G., Ginindza, N., Bershteyn, A.

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 ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed.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

Imagine the human body as a bustling city. For a long time, the biggest threat to this city's population was a sudden, violent storm called an infectious disease. But as the city learned to build better storm shelters, the storms became less frequent, and people started living much longer. Now, a different kind of problem is growing: the city's roads are getting clogged, and the pipes are rusting. This is the world of non-communicable diseases, like heart trouble and high blood pressure. These aren't caused by a single germ you can catch; they are slow, steady wear-and-tear that happens as we age and our bodies change.

In this story, we are looking at a specific group of people in the city of Eswatini: those living with HIV. Thanks to amazing medicine called antiretroviral therapy (ART), the "storm" of HIV is no longer a death sentence for most. People are living longer, which is a huge victory. But living longer means their bodies are aging, and with age comes new risks. The researchers in this paper are asking a big question: As these people live longer, will their "city roads" (their hearts and blood vessels) get clogged faster than everyone else's? They are using a computer simulation—a digital crystal ball—to guess what will happen to heart health over the next 20 years, especially as the country switches to a new, popular type of HIV medicine.


The Digital Crystal Ball: Predicting Heart Trouble in Eswatini

This paper is a mathematical adventure. The authors didn't go out and measure people's blood pressure in the streets of Eswatini. Instead, they built a sophisticated computer model, a kind of "digital twin" of the country's population. They fed this model real data about how HIV spreads, how many people are taking medicine, and how old the population is getting. Then, they combined this with known facts about heart disease from around the world to project the future.

Think of the model as a giant video game where they can fast-forward time to the year 2045. They wanted to see if the gap in heart health between people living with HIV and those without it would stay the same, or if it would get wider. They tested five different "what-if" stories (scenarios) to see how different factors might change the outcome.

The Main Finding: The Gap is Real, and It Might Get Bigger
The simulation shows a clear trend: people living with HIV in Eswatini are already carrying a heavier burden of heart disease than their HIV-negative neighbors. In 2025, the model predicts that about 11.0% of people living with HIV will have cardiovascular disease, compared to only 6.8% of those without HIV. That's a noticeable difference right from the start.

But the story gets more interesting when they look at why this is happening. The researchers focused heavily on hypertension (high blood pressure), which is like having water pressure in your pipes that is too high, eventually causing them to burst or leak. They found that high blood pressure is the main culprit behind heart deaths in this group.

The "New Medicine" Twist
Here is where the plot thickens. Eswatini recently switched its main HIV medicine to a drug called dolutegravir (DTG). This drug is great at stopping the virus, but there's a catch: it can cause people to gain weight, and that weight gain can raise blood pressure. The researchers ran a specific simulation where they assumed this weight gain happens quickly after people start the new drug.

In this scenario, the gap between the two groups widens dramatically. By 2022, just a year after the switch, the proportion of heart deaths caused by high blood pressure among women living with HIV jumped from 73% to 85%. For men, it rose from 61% to 70%. The model suggests that if the country doesn't do something to manage blood pressure and weight, this gap could keep growing all the way to 2045.

The "Slow Burn" Scenario
They also tested a "slow burn" scenario, where the risk doesn't jump suddenly but creeps up slowly over decades as the HIV-positive population ages and the whole country sees more weight gain and high blood pressure. Even in this slower version, the model predicts that by 2045, 85% of heart deaths in women with HIV and 67% in men with HIV will be linked to high blood pressure. This is much higher than the rates for people without HIV, which stay around 60% for women and 55% for men.

What the Paper Says (and Doesn't Say)
The authors are very careful to say that these are projections, not certainties. They didn't prove that the gap will definitely get this wide; they showed that it could happen if current trends continue. They ruled out the idea that the gap will disappear on its own. In fact, their simulations suggest that without new actions, the extra burden of heart disease for people living with HIV will persist and likely get worse.

The paper highlights that women with HIV are in the most vulnerable spot. The model shows they face the highest risks, likely because the new medicine affects their weight and blood pressure more than it does for men.

The Takeaway
So, what does this digital crystal ball tell us? It tells a story of a double victory and a double challenge. We have won the battle against HIV death, but we are now facing a new battle against heart disease. The paper suggests that to keep the city of Eswatini healthy, doctors and health planners need to treat HIV and heart health as a team. They need to check blood pressure more often, help people manage their weight, and maybe even talk to women specifically about how the new medicine might affect their bodies. If they do this, they might be able to stop the gap from widening and keep the city's roads clear for everyone.

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