Your new experience awaits. Try the new design now and help us make it even better

ORIGINAL RESEARCH article

Front. Med.

Sec. Rheumatology

Volume 12 - 2025 | doi: 10.3389/fmed.2025.1538710

This article is part of the Research TopicCardiovascular Comorbidities in Inflammatory Rheumatic DiseasesView all 10 articles

Correlation between CBC-derived inflammatory indicators and all-cause mortality with rheumatoid arthritis: a population-based study

Provisionally accepted
  • 1Second Affiliated Hospital of Dalian Medical University, Dalian, China
  • 2Dalian Medical University, Dalian, Liaoning, China

The final, formatted version of the article will be published soon.

Objective: We investigated the relationship between inflammatory indicators derived from complete blood cell (CBC) counts and all-cause mortality in individuals with rheumatoid arthritis (RA).Methods: Data were collected from the National Health and Nutrition Examination Survey (NHANES) database from 2007 to 2018, with a median follow-up duration of 78 months. The inflammatory indicators derived from CBC included several types: the systemic inflammatory response index (SIRI), the systemic immune-inflammation index (SII), the neutrophil-to-lymphocyte ratio (NLR), the plateletto-lymphocyte ratio (PLR), and the monocyte-to-lymphocyte ratio (MLR). The multiple COX regression models were used to estimate adjusted hazard ratios (HRs) and 95% CIs concerning allcause mortality of participants with RA, which focused on CBC-derived inflammatory indicators.Additionally, restricted cubic spline (RCS) curve was utilized to investigate nonlinear associations.The research comprised a cohort of 1,314 individuals, among whom 246 with RA succumbed during a median follow-up duration of 78 months. After adjusting for key covariates, the mortality rate in patients with RA who had high SIRI, NLR, and MLR levels was considerably higher than in those with medium or low SIRI, NLR, and MLR levels. Compared with the lowest tertile, the highest tertiles of SIRI (HR 1.87, 95% CI: 1.12-3.13), NLR (HR 1.79, 95% CI: 1.10-2.92), and MLR (HR 1.88, 95% CI: 1.17-3.02) were associated with an increased risk of all-cause mortality. The Kaplan-Meier analysis indicated a significant decrease in the survival probability among individuals with elevated SIRI, NLR, and MLR levels. The RCS analysis revealed a linear association between SIRI, NLR, MLR, and RArelated all-cause mortality, whereas a nonlinear relationship was identified between the SII, PLR, and mortality.This investigation revealed that the SIRI, NLR, and MLR are novel, valuable, and convenient inflammatory indicators. In the U.S. adults with RA, higher SIRI, NLR, and MLR were independently associated with an increased long-term mortality risk. These findings not only assist in uncovering the potential utility of predicting RA outcomes but also provide rheumatologists valuable guidance for disease management.

Keywords: Rheumatoid arthritis, Mortality, NHANES, systemic inflammatory response index, Neutrophil-to-lymphocyte ratio, Monocyte-to-lymphocyte ratio

Received: 03 Dec 2024; Accepted: 20 May 2025.

Copyright: © 2025 Liu, Liu, Fan, Yang, Xu, Zhao, Liu, Xing and Kong. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Changyan Liu, Second Affiliated Hospital of Dalian Medical University, Dalian, China
Yida Xing, Second Affiliated Hospital of Dalian Medical University, Dalian, China
Xiaodan Kong, Second Affiliated Hospital of Dalian Medical University, Dalian, China

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.