For generations, the heart's fate has been read through cholesterol panels and blood pressure cuffs — but a quieter organ, tucked beneath the ribs and rarely examined, may hold its own counsel on cardiovascular risk. Researchers at Mass General Brigham have found that certain visible features of the spleen, analyzed through artificial intelligence across tens of thousands of imaging scans, carry measurable associations with coronary artery disease — associations that persist even after accounting for the classical markers medicine has long relied upon. The discovery invites a reckoning with ho
Spleen imaging features may signal coronary artery disease risk
The spleen remains difficult to assess through standard clinical tests.
So the researchers found that looking at the spleen on imaging can tell you something about heart disease risk. But how much of an advantage is that over what doctors already know?
That's the key question. They identified ten splenic features linked to coronary artery disease, and some of those associations held up even after accounting for cholesterol, blood pressure, and other standard risk factors. So there's something there that traditional measures aren't capturing.
But here's the catch—those findings came from the UK Biobank, which is a relatively healthy population scanned under uniform conditions. When they tested the same patterns in actual patients from their own hospital system, most of the associations disappeared.
So the spleen features don't actually predict heart disease in real patients?
Not yet, anyway. The study is more about identifying a potential mechanism and a new area to investigate. The genetic variants they found do seem to influence both splenic features and heart disease risk through pathways like inflammation and smooth muscle function.
Right, but we should be clear: this is foundational research. They've shown a correlation in a healthy research cohort and identified some genetic pathways. They haven't shown that measuring the spleen in a clinical setting would actually help doctors predict or prevent heart disease in their patients.
What would it take to get there?
Validation in diverse clinical populations, for one. And then prospective studies to see whether splenic features actually forecast who develops heart disease over time. That's the work ahead.
And we don't yet know whether the spleen features are just a marker of something else, or whether they're actually part of the causal pathway to heart disease. That distinction matters for treatment.
So this is interesting science, but not yet something that changes how doctors practice?
Correct. It's a door opening, not a door that's already open.
Il Polso
- Despite decades of progress in managing cholesterol and blood pressure, a stubborn residual risk for coronary artery disease remains — and researchers suspect the spleen may be part of the answer.
- AI analysis of 42,059 UK Biobank participants uncovered 107 measurable splenic features, ten of which showed a direct association with heart disease risk, including a textural irregularity tied to genetic variants at chromosome 9p21.
- The spleen's dual role as a blood-filtering organ and immune cell factory places it at the intersection of inflammation and cardiovascular disease — processes long suspected to drive risk that standard blood tests cannot fully capture.
- When researchers attempted to replicate their findings in 2,745 real-world clinical patients, most associations failed to hold, exposing the gap between the clean signals of research cohorts and the complexity of everyday medical practice.
- The work is now pressing toward validation in more diverse populations, with the longer-term ambition of determining whether splenic imaging could one day predict — and perhaps help prevent — coronary artery disease before it strikes.
For generations, the heart's fate has been read through cholesterol panels and blood pressure cuffs — but a quieter organ, tucked beneath the ribs and rarely examined, may hold its own counsel on cardiovascular risk. Researchers at Mass General Brigham have found that certain visible features of the spleen, analyzed through artificial intelligence across tens of thousands of imaging scans, carry measurable associations with coronary artery disease — associations that persist even after accounting for the classical markers medicine has long relied upon. The discovery invites a reckoning with how much of the body's story remains unread, hidden in plain sight within organs we have not yet learned to listen to.
Researchers at Mass General Brigham have found that the spleen — an organ rarely scrutinized in cardiovascular medicine — may carry visible clues about a person's risk for coronary artery disease. Published in Science Translational Medicine, the study used artificial intelligence to analyze abdominal imaging scans from 42,059 UK Biobank participants, identifying 107 distinct splenic features. Ten of those features showed a measurable link to coronary artery disease risk.
Genetic analysis deepened the finding. Two variants at chromosome 9p21 were associated both with an irregular, nonuniform spleen texture and with elevated heart disease risk — and this association held even after accounting for conventional risk factors like cholesterol and blood pressure. The implicated genetic regions appear to regulate inflammation, smooth muscle function, and fat cell formation, pointing toward biological pathways long suspected in cardiovascular disease but difficult to measure through standard clinical tools.
The spleen's relevance lies in its function: it filters blood, stores it, and produces immune and inflammatory cells, making it a hub for processes increasingly tied to heart disease. Senior author Zhi Yu noted that despite modern medicine's success in lowering LDL cholesterol, significant cardiovascular risk persists — and the spleen may represent one place that risk quietly accumulates.
Yet the research encountered a meaningful obstacle. When the team tested their findings against 2,745 patients from the Mass General Brigham Biobank — people imaged during routine clinical care — most of the associations identified in the UK Biobank did not replicate. The likely explanation is the fundamental difference between the two groups: UK Biobank participants are generally healthier and scanned under standardized conditions, while clinical patients carry more complex histories and are imaged under variable technical circumstances.
Lead author Meghana Kamineni described the findings as opening a new avenue rather than closing a question. Validation in more diverse, real-world populations remains the critical next step — along with determining whether splenic imaging features can genuinely predict who will develop coronary artery disease. For now, the work makes a quiet case that the spleen, long overlooked, deserves a place in the conversation about heart health.
Researchers at Mass General Brigham have identified a new way to assess heart disease risk by looking at the spleen—an organ that most doctors never examine closely, hidden as it is within routine abdominal scans. The findings, published in Science Translational Medicine, suggest that certain visible features of the spleen on imaging may signal whether someone is at higher risk for coronary artery disease, independent of the cholesterol levels and blood pressure numbers that doctors have relied on for decades.
The study drew on data from 42,059 people in the UK Biobank, a large research database of health information and medical images. Using artificial intelligence tools to analyze abdominal imaging scans, the team identified 107 distinct features visible in the spleen. Of those, ten showed a measurable association with coronary artery disease. The researchers then performed genetic analyses to understand whether the same genes that influence these splenic features also influence heart disease risk. They found that certain genetic variants—particularly two variants at a location on chromosome 9 called 9p21—were linked both to an irregular, nonuniform texture in the spleen and to increased odds of coronary artery disease. Notably, this genetic association held up even after accounting for conventional risk factors like blood pressure, cholesterol levels, and other established markers.
The spleen's relevance to heart disease stems from its role in the body's blood-forming and immune systems. The organ stores blood, filters it, and produces immune and inflammatory cells—making it, in essence, a central hub for processes that increasingly appear connected to cardiovascular disease. Yet the spleen remains difficult to assess through standard clinical tests. Imaging offers a window into subtle changes in the organ's structure and composition that routine blood work cannot capture. Zhi Yu, one of the study's senior authors, noted that while modern medicine has made tremendous strides in lowering LDL cholesterol and managing other classical risk factors, substantial risk for heart disease persists. Understanding the spleen's role represents an attempt to address that gap.
The genetic variants identified in the study pointed to biological pathways involved in inflammation, smooth muscle cell function, hypertension, and fat cell formation—all processes relevant to heart disease. Many of these genetic associations fell within non-coding, regulatory regions of the genome, suggesting they influence how genes are turned on or off rather than changing the proteins themselves.
But the research hit an important limitation when the team tested whether their findings would hold up in real clinical practice. They examined 2,745 patients from the Mass General Brigham Biobank who had undergone imaging as part of routine medical care. Most of the associations identified in the UK Biobank cohort did not replicate in this clinical population. The difference likely reflects a fundamental distinction between the two groups: the UK Biobank participants tend to be healthier and were scanned using standardized protocols, while clinical patients often have more complex medical histories and are imaged under widely varying technical conditions. What appears as a clear biological signal in a uniform research cohort may look different when applied to the messier reality of everyday medical practice.
Meghana Kamineni, the study's lead author, framed the findings as opening a new avenue for understanding how the spleen connects to heart disease—and potentially for developing new treatments targeting that connection. The next step will be validating these patterns in more diverse patient populations and determining whether the splenic features identified in imaging scans can actually predict which individuals will develop coronary artery disease in the future. For now, the work suggests that the spleen, long overlooked in cardiovascular medicine, deserves closer attention.
Citazioni salienti
Evidence increasingly ties the blood-forming system to heart disease, and the spleen is a central hub of that system, storing and filtering blood and producing immune and inflammatory cells.— Zhi Yu, co-senior author and investigator at Mass General Brigham
These findings shed light on novel mechanisms linking the spleen to coronary artery disease, providing potential targets for therapeutic intervention to address this unexplored axis.— Meghana Kamineni, lead author and internal medicine resident at Mass General Brigham