Association Between Systemic Inflammation Response Index (SIRI) and Cardiovascular Disease Mortality in Individuals with Anemia: Findings from NHANES 1999-2018
Cheng, X.; Liu, L.; Wu, J.; Tian, Y.; Du, X.; Li, Z.; Lin, Y.
Show abstract
BackgroundCardiovascular disease (CVD) is a leading cause of mortality in individuals with anemia. This study investigates the association between the Systemic Inflammation Response Index (SIRI) and CVD mortality in this population. MethodsData from 3,212 participants with confirmed anemia from the NHANES 1999-2018 were analyzed. Participants were stratified by SIRI levels. Univariate and multivariate Cox regression analyses assessed the relationship between SIRI and CVD mortality, with subgroup analyses for various demographic and clinical factors. ResultsHigher SIRI levels were associated with older age, male gender, and increased prevalence of chronic conditions, such as chronic kidney disease, diabetes, and hypertension. CVD mortality was significantly higher in the highest SIRI group (15.7%) compared to the lowest (4.9%, p < 0.001). SIRI was a significant predictor of CVD mortality (HR: 1.3, 95% CI: 1.25-1.36, p < 0.001). Participants in the highest SIRI quartile had a markedly increased risk (HR: 4.24, 95% CI: 2.96-6.07, p < 0.001). A non-linear relationship was observed with a threshold at SIRI 0.244, above which the risk steeply increased (HR: 4.807, 95% CI: 2.945-7.845, p < 0.001). ConclusionsHigher SIRI levels are strongly associated with increased CVD mortality in individuals with anemia, with a non-linear relationship. These findings highlight the role of systemic inflammation in CVD risk, suggesting that SIRI may be a valuable biomarker in this population.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Prevalence of Cardiovascular-Kidney-Metabolic Stages in US Adolescents and Relationship to Social Determinants of Health 94%
- Social Networks and Cardiovascular Disease Events in the Jackson Heart Study 93%
- Prevalence of and risk factors for peripheral artery disease in rural South Africa: A cross-sectional analysis of the HAALSI cohort 93%
Similar papers in this journal
- Development and validation of a cardiovascular diseases risk prediction model for Chinese males (CVDMCM) 93%
- Nomogram-Based Prognostic Model to predict the High blood pressure in Children and Adolescents —— Finding from 342,736 individual in China 92%
- Proteomic and Genetic predictors and risk scores of cardiovascular diseases in persons living with HIV 91%
Similar papers in this journal
- Circulating adiponectin mediates the association between omentin gene polymorphism and cardiometabolic health in Asian Indians 93%
- Association between kidney measurements and cognitive performance in patients with ischemic stroke 93%
- Genetic Variant rs1205 is Associated with COVID-19 Outcomes: The Strong Heart Study and Strong Heart Family Study 93%
Similar papers in this journal
- Klotho plasma levels are an independent predictor of mortality in women with acute coronary syndrome 93%
- Vitamin D-related polymorphisms and vitamin D levels as risk biomarkers of COVID-19 infection severity 92%
- Can machine learning improve risk prediction of incident hypertension? An internal method comparison and external validation of the Framingham risk model using HUNT Study data 91%
Similar papers in this journal
- Effect of magnesium supplementation on circulating biomarkers of cardiovascular disease 93%
- Reduction of Major Adverse Cardiovascular Events (MACE) after Bariatric Surgery in Obese Patients with Cardiovascular Diseases: A Systematic Review and Meta-Analysis 92%
- Reactive Dicarbonyl Scavenging Effectively Reduces MPO-Mediated Oxidation of HDL and Preserves HDL Atheroprotective Functions 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.