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April 19, 2026Medicine0 citationsOpen Access

U-shaped association between neutrophil-percentage-to-albumin ratio and all-cause mortality in adults with hyperlipidemia: A prospective cohort study of NHANES 1999 to 2018

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JWJie WangYYYanyan YangKJKeting Jiang

Key Points

  • This study aims to investigate the relationship between the neutrophil-percentage-to-albumin ratio (NPAR) and all-cause mortality in hyperlipidemic adults.
  • Analyzed NHANES data from 1999 to 2018
  • Utilized multivariate Cox models for mortality analysis
  • Evaluated threshold effects and performed subgroup analyses
  • Examined cardiovascular disease mortality alongside all-cause mortality
  • NPAR demonstrated a U-shaped association with all-cause mortality, with inflection at 11.7
  • Higher NPAR was linked to increased CVD mortality risk (HR = 1.12)
  • The risk of all-cause mortality associated with higher NPAR was more pronounced in inactive individuals

Abstract

Hyperlipidemia impacts global mortality, and the neutrophil-percentage-to-albumin ratio (NPAR) is a novel inflammatory marker, but its association with mortality in hyperlipidemic adults is unknown. Using National Health and Nutrition Examination Survey data (1999–2018), this study examined NPAR’s association with all-cause and cardiovascular disease (CVD) mortality in hyperlipidemic adults via multivariate Cox models and restricted cubic splines, with threshold effects and subgroup analyses also evaluated. Among 35,356 participants, NPAR showed a U-shaped link with all-cause mortality (inflection = 11.7; hazard ratio (HR) = 0.94, 95% confidence interval (CI) 0.91–0.98 below; HR = 1.14, 95% CI, 1.12–1.15 above) and a positive linear association with CVD mortality (HR = 1.12, 95% CI, 1.10–1.15). The all-cause mortality risk from higher NPAR was greater in physically inactive individuals. Among US adults with hyperlipidemia, a U-shaped association was identified between NPAR and all-cause mortality, while a linear positive correlation was noted with CVD mortality. An NPAR of 11.7 may be optimal, and physical activity might reduce risks from higher NPAR levels. NPAR may help identify high-risk patients for closer monitoring and targeted prevention strategies.

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Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/69e4734c010ef96374d8f29chttps://doi.org/10.1097/md.0000000000048365
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