Association of a Composite Inflammatory Score with Stroke Prevalence: A Cross-Sectional Study

Systemic inflammation plays a key role in cerebrovascular disease. While C-reactive protein (CRP) and white blood cell (WBC) count are individual risk markers, the predictive value of a combined inflammatory score (IS) for stroke prevalence remains unclear. This study aimed to investigate this association in a national population. Data were obtained from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2010. An IS was calculated as the sum of standardized Z-scores for CRP and WBC. Weighted multivariable logistic regression assessed the IS-stroke association, adjusting for demographics and clinical confounders. Restricted cubic spline (RCS) models and subgroup analyses were performed. Among 9963 included participants, 345 reported a history of stroke. After full adjustment, individuals in the highest IS quartile had 1.60-fold higher odds of stroke (OR = 1.60, 95% CI: 1.08–2.36) compared to the lowest quartile. Each unit increase in IS was associated with 6% higher odds (OR = 1.06, 95% CI: 1.01–1.12). RCS analysis revealed that higher composite IS is independently associated with increased stroke prevalence, suggesting a nonlinear association. The composite IS remained a significant predictor in models where the individual CRP and WBC components did not. This combined index may capture inflammatory burden more comprehensively than either marker alone in cross-sectional analyses. However, given the cross-sectional design, these findings should be interpreted cautiously and require confirmation in prospective studies.

Authors

Institutions

Publication Details

Journal
Life
Published
2026-05-08
DOI
https://doi.org/10.3390/life16050785
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association of a Composite Inflammatory Score with Stroke Prevalence: A Cross-Sectional Study

Yiu‐Wing Kam, Boyuan Li
Life
Inflammatory Biomarkers in Disease Prognosis
article

Association of a Composite Inflammatory Score with Stroke Prevalence: A Cross-Sectional Study

Yiu‐Wing Kam, Boyuan Li
article en

Abstract

Systemic inflammation plays a key role in cerebrovascular disease. While C-reactive protein (CRP) and white blood cell (WBC) count are individual risk markers, the predictive value of a combined inflammatory score (IS) for stroke prevalence remains unclear. This study aimed to investigate this association in a national population. Data were obtained from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2010. An IS was calculated as the sum of standardized Z-scores for CRP and WBC. Weighted multivariable logistic regression assessed the IS-stroke association, adjusting for demographics and clinical confounders. Restricted cubic spline (RCS) models and subgroup analyses were performed. Among 9963 included participants, 345 reported a history of stroke. After full adjustment, individuals in the highest IS quartile had 1.60-fold higher odds of stroke (OR = 1.60, 95% CI: 1.08–2.36) compared to the lowest quartile. Each unit increase in IS was associated with 6% higher odds (OR = 1.06, 95% CI: 1.01–1.12). RCS analysis revealed that higher composite IS is independently associated with increased stroke prevalence, suggesting a nonlinear association. The composite IS remained a significant predictor in models where the individual CRP and WBC components did not. This combined index may capture inflammatory burden more comprehensively than either marker alone in cross-sectional analyses. However, given the cross-sectional design, these findings should be interpreted cautiously and require confirmation in prospective studies.

LifeVol. 16(5)
Duke Kunshan University (CN)
Zero hunger
Openalex Percentile: Top 7%
Inflammatory Biomarkers in Disease Prognosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Association of a Composite Inflammatory Score with Stroke Prevalence: A Cross-Sectional Study — Yiu‐Wing Kam, Boyuan Li · Life (2026) | TGRS Research Map | TGRS