Associations of inflammation-related nutritional and metabolic status indices CAR and CTI with 90-day unfavorable functional outcomes in patients with acute ischemic stroke

Background Composite indices integrating inflammation, nutritional reserve, and metabolic status may improve early prognostic assessment after acute ischemic stroke (AIS). This study examined the associations of the C-reactive protein-to-albumin ratio (CAR) and the CRP–triglyceride–glucose index (CTI) with 90-day functional outcomes. Methods A Korean single-center stroke registry (2010–2016) was analyzed ( n = 1,484). CAR and CTI were calculated from admission laboratory tests. The primary endpoint was 90-day unfavorable functional outcome defined as modified Rankin Scale 3–6. Associations were examined using multivariable logistic regression with standardized exposures; restricted cubic splines assessed non-linearity. Prognostic performance was evaluated using receiver operating characteristic analysis and a parsimonious model derived with penalized regression. Internal validation was performed using repeated 10-fold cross-validation, and model calibration was assessed using a calibration plot, calibration intercept, calibration slope, and Brier score. Results Unfavorable outcomes occurred in 414 patients (27.9%). After full adjustment, higher CAR (OR 1.25, 95% CI 1.09–1.43) and higher CTI (OR 1.38, 95% CI 1.19–1.60) were independently associated with unfavorable outcome. CTI showed an approximately linear risk gradient, whereas CAR showed evidence of a non-linear association. As single predictors, CAR and CTI yielded AUCs of 0.656 and 0.651 and outperformed albumin, triglycerides, and fasting plasma glucose. A six-variable model including sex, age, body mass index, admission NIHSS, CAR, and CTI achieved an apparent AUC of 0.837. Internal validation showed stable performance, with a mean cross-validated AUC of 0.831, mean Brier score of 0.142, calibration intercept of 0.023, and calibration slope of 1.018. Conclusion CAR and CTI, derived from routine admission laboratory tests, were associated with 90-day functional outcomes after acute ischemic stroke and may aid early prognostic assessment. The derived six-variable model showed acceptable internal performance, but should be considered exploratory pending external validation.

Authors

Institutions

Publication Details

Journal
Frontiers in Nutrition
Published
2026-03-23
DOI
https://doi.org/10.3389/fnut.2026.1790922
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

Associations of inflammation-related nutritional and metabolic status indices CAR and CTI with 90-day unfavorable functional outcomes in patients with acute ischemic stroke

Xin Zheng, Haiwei Chen, Xijun Liu, Zeru Chen et al.
Frontiers in Nutrition
Inflammatory Biomarkers in Disease Prognosis
article

Associations of inflammation-related nutritional and metabolic status indices CAR and CTI with 90-day unfavorable functional outcomes in patients with acute ischemic stroke

Xin Zheng, Haiwei Chen, Xijun Liu, Zeru Chen, Mingxi Xie, Jing Zhang
article en

Abstract

Background Composite indices integrating inflammation, nutritional reserve, and metabolic status may improve early prognostic assessment after acute ischemic stroke (AIS). This study examined the associations of the C-reactive protein-to-albumin ratio (CAR) and the CRP–triglyceride–glucose index (CTI) with 90-day functional outcomes. Methods A Korean single-center stroke registry (2010–2016) was analyzed ( n = 1,484). CAR and CTI were calculated from admission laboratory tests. The primary endpoint was 90-day unfavorable functional outcome defined as modified Rankin Scale 3–6. Associations were examined using multivariable logistic regression with standardized exposures; restricted cubic splines assessed non-linearity. Prognostic performance was evaluated using receiver operating characteristic analysis and a parsimonious model derived with penalized regression. Internal validation was performed using repeated 10-fold cross-validation, and model calibration was assessed using a calibration plot, calibration intercept, calibration slope, and Brier score. Results Unfavorable outcomes occurred in 414 patients (27.9%). After full adjustment, higher CAR (OR 1.25, 95% CI 1.09–1.43) and higher CTI (OR 1.38, 95% CI 1.19–1.60) were independently associated with unfavorable outcome. CTI showed an approximately linear risk gradient, whereas CAR showed evidence of a non-linear association. As single predictors, CAR and CTI yielded AUCs of 0.656 and 0.651 and outperformed albumin, triglycerides, and fasting plasma glucose. A six-variable model including sex, age, body mass index, admission NIHSS, CAR, and CTI achieved an apparent AUC of 0.837. Internal validation showed stable performance, with a mean cross-validated AUC of 0.831, mean Brier score of 0.142, calibration intercept of 0.023, and calibration slope of 1.018. Conclusion CAR and CTI, derived from routine admission laboratory tests, were associated with 90-day functional outcomes after acute ischemic stroke and may aid early prognostic assessment. The derived six-variable model showed acceptable internal performance, but should be considered exploratory pending external validation.

Frontiers in NutritionVol. 13
Fudan University (CN), Shantou University (CN), Yue Bei People's Hospital (CN), Southern Medical University (CN), Guangzhou Medical University (CN)
Zero hunger
Openalex Percentile: Top 12%
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.