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Higher systemic immune-inflammation index linked to increased mortality risk in hospitalized heart failure patientsHigh Inflammation Level Tied to Higher Death Risk in Heart Patients

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Key Takeaway
Note that elevated SII is associated with increased all-cause mortality in heart failure, particularly among smokers.

This single-center retrospective cohort study included 1,084 patients hospitalized for heart failure. The exposure was a log-transformed systemic immune-inflammation index (LnSII), compared against lower LnSII levels. Follow-up continued until death or July 22, 2025. The primary outcome assessed was all-cause mortality and cardiovascular mortality.

Higher LnSII was significantly associated with an increased risk of all-cause mortality, with a hazard ratio (HR) of 1.59 (95% CI: 1.03–2.46). In the subgroup of smokers, the association between LnSII and all-cause mortality was stronger, with an HR of 2.41 (95% CI: 1.57–3.68). Regarding cardiovascular mortality, no statistically significant association was detected, with n = 60 deaths reported.

Mediation analysis indicated that NT-proBNP mediated 35.8% of the association, while left ventricular ejection fraction (LVEF) mediated 15.0% of the association. Safety data, including adverse events and tolerability, were not reported. The study authors note that causality is not explicitly claimed beyond the association finding, and the limited number of cardiovascular deaths reduced statistical power for that specific outcome.

John, 68, did everything his doctor said after his heart failure diagnosis. Meds on time. Low-salt diet. But six months later, he was back in the hospital. He wondered: Why me?

He’s not alone. Over 6 million Americans live with heart failure. It means the heart can’t pump well. Symptoms like fatigue, shortness of breath, and swelling are common. Many patients bounce in and out of the hospital. Doctors want better ways to predict who’s at highest risk — so they can act early.

Right now, doctors use tests like ejection fraction or NT-proBNP levels. But they don’t tell the whole story. Some patients still decline fast, even with “okay” numbers.

What if a simple blood test could add more clarity?

A hidden signal in plain sight

Blood tests often measure three things: white blood cells, platelets, and lymphocytes. Alone, they’re routine. But together, they form a ratio called the Systemic Immune-Inflammation Index (SII). It’s like a smoke detector for chronic inflammation — the kind that quietly damages organs over time.

In heart failure, inflammation makes the heart work harder. It’s like a factory running nonstop with worn-out parts. The longer it runs, the more it breaks down.

The SII score acts like a dashboard warning light. A high score doesn’t cause heart failure — but it signals the body is under stress.

Smokers face steeper risk

Researchers looked at 1,084 patients hospitalized for heart failure between 2022 and 2023. They checked each patient’s SII level at admission. Then they tracked who survived and who didn’t — until mid-2025.

They found: patients with higher SII levels were more likely to die from any cause. After adjusting for age, kidney function, and other factors, the highest SII group had a 59% higher risk of death.

But here’s the catch: this link was much stronger in smokers.

For smokers, the risk of death was more than double — a 141% higher risk. That’s a big jump.

Why? Smoking fuels inflammation. It damages blood vessels and makes the immune system overreact. Combine that with a weak heart, and the body struggles to keep up.

One test, two hidden messengers

The study also found something surprising. The SII score’s effect was partly explained by two other markers: NT-proBNP (a sign of heart strain) and LVEF (how well the heart pumps).

Think of it like a chain reaction. High SII → more heart stress → higher NT-proBNP → worse outcomes. The SII didn’t just add risk — it helped explain why other markers were high.

It’s not a perfect predictor. But it’s a clue.

This doesn't mean this treatment is available yet.

Doctors didn’t change how they treated patients based on SII. This study only looked at past records. No one got a new drug or special care because of their score.

So this isn’t about changing treatment today. It’s about spotting risk earlier.

Experts say tools like SII could one day help tailor care. For example: smokers with high SII might get more frequent check-ups or stronger support to quit.

But right now, SII isn’t used in most clinics. It’s not on the standard lab report. And it’s not part of official guidelines.

Not all deaths were heart-related

The study tracked all causes of death — not just heart attacks or heart failure. That’s important.

The SII was clearly linked to dying from any cause. But it wasn’t strongly tied to heart-specific deaths. Why? There weren’t enough heart-related deaths in the study to see a clear pattern.

So the signal was strongest for overall survival — not just heart events.

Simple test, big potential

The SII is cheap. It uses blood counts most hospitals already check. No new machines. No extra needles.

And it could help most in high-risk groups — like smokers — who already face extra strain on their hearts.

But the study has limits. It looked back at records from one hospital. Patients were mostly older and sick enough to be admitted. So results might not apply to milder cases.

Also, the study can’t prove SII causes higher risk. It only shows a link. Other hidden factors — like diet, stress, or undiagnosed disease — could play a role.

What happens next

Larger studies across multiple hospitals are needed. Researchers must confirm if SII helps predict risk in different groups — like younger patients or non-smokers.

One day, doctors might use SII like cholesterol levels — a routine number that guides care. But we’re not there yet.

For now, the message is clear: inflammation matters. And for heart patients who smoke, the stakes are even higher.

Quitting smoking, managing stress, and staying on meds may help lower inflammation — and possibly improve survival.

The road is long. But this small number in a blood test could become a big clue in the fight against heart failure.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
ObjectiveThis study aimed to investigate the association between the systemic immune-inflammatory index (SII) and mortality in patients with heart failure (HF).MethodWe conducted a retrospective cohort study of 1,084 HF patients. In this retrospective cohort study, we enrolled patients hospitalized for heart failure between January 2022 and June 2023. Follow-up was conducted via telephone and outpatient visits until death or July 22, 2025, with all-cause and cardiovascular mortality as primary endpoints. Patients were categorized by log-transformed SII (LnSII). Cox models assessed associations between LnSII and mortality, while restricted cubic splines evaluated nonlinearity. Subgroup, mediation (NT-proBNP, LVEF), and sensitivity analyses were performed.ResultsA higher LnSII was significantly associated with an increased risk of all-cause mortality (fully adjusted HR = 1.59, 95% CI: 1.03–2.46), No statistically significant association was detected with cardiovascular mortality, which may be attributable to the limited number of cardiovascular deaths (n = 60) and consequent reduced statistical power. Subgroup analysis revealed a significant interaction with smoking status (P for interaction=0.023), showing a stronger association between LnSII and all-cause mortality among smokers (HR = 2.41, 95% CI: 1.57–3.68). Mediation analysis indicated that NT-proBNP and LVEF mediated 35.8% and 15.0% of this association, respectively.ConclusionElevated SII is independently associated with an increased risk of all-cause mortality in HF patients, particularly among smokers, and may serve as a useful prognostic biomarker.
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