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June 14, 2026BMC Endocrine Disorders0 citationsOpen Access

Remnant cholesterol inflammation index may be a superior biomarker to C-reactive protein-triglyceride glucose index in predicting carotid atherosclerosis risk

NZNimei ZengTTTing TianQZQuan Zhou

Key Result

Increased remnant cholesterol inflammation index was significantly associated with incident carotid atherosclerotic plaque (HR 2.02) and demonstrated superior risk prediction compared to the C-reactive protein-triglyceride glucose index.

Key Points

  • This research aims to compare the effectiveness of remnant cholesterol inflammation index (RCII) and C-reactive protein-triglyceride glucose index (CTI) in predicting carotid atherosclerotic plaque (CAP) risk.
  • Conducted a case-control study with 2,888 matched pairs and a cohort study of 4,418 participants without CAP.
  • Used multivariable logistic and Cox regression for association assessment of CTI and RCII with CAP risk.
  • Calculated receiver operating characteristic (ROC), net reclassification index (NRI), and integrated discrimination improvement (IDI).
  • Increased RCII (OR: 1.95, 95% CI: 1.66–2.29) shows a stronger association with CAP compared to CTI (OR: 1.45, 95% CI: 1.16–1.80).
  • In the cohort, RCII (HR: 2.02, 95% CI: 1.60–2.54) also demonstrates a higher risk for CAP than CTI (HR: 1.79, 95% CI: 1.32–2.44).
  • RCII improves CAP risk prediction more effectively than CTI, highlighted by a significant NRI of 0.119 and IDI of 0.006.

Study Design

Type

Cohort (n=10,194)

Multicenter

No

Structured PICO

Do remnant cholesterol inflammation index (RCII) and C-reactive protein-triglyceride glucose index (CTI) predict the risk of carotid atherosclerotic plaque?

P
Population
10,194 adults aged 18 to 80 years from the general population, evaluated across a case-control and a prospective cohort study (median follow-up 767 days) to assess biomarkers for carotid atherosclerotic plaque risk.
E
Exposure
Remnant cholesterol inflammation index (RCII) and C-reactive protein-triglyceride glucose index (CTI)
O
Outcome
Carotid atherosclerotic plaque (CAP) risksurrogate

RCII is significantly associated with increased risk of carotid atherosclerotic plaque and may be a superior biomarker to CTI for risk prediction.

Main Result

Hazard Ratio: 2.02 (95% CI 1.6–2.54)

Limitations

  • Residual selection bias due to unmeasured confounders cannot be entirely excluded
  • Single-center study design may limit generalizability
  • Future large-scale cohort studies are needed to validate the predictive value

Abstract

We aimed to investigate and compare the performance of C-reactive protein-triglyceride glucose index (CTI) and remnant cholesterol inflammation index (RCII) in carotid atherosclerotic plaque (CAP) risk prediction. We conducted a case-control study (2,888 age- and sex-matched pairs) and a prospective cohort study of 4,418 participants without CAP (median follow-up: 767 days). Multivariable logistic and Cox regression were used to assess the associations of CTI and RCII with CAP. Receiver operating characteristic (ROC), net reclassification index (NRI) and integrated discrimination improvement (IDI) were calculated. In the case-control study, increased CTI (OR: 1.45, 95% CI: 1.16–1.80) and RCII (OR: 1.95, 95% CI: 1.66–2.29) were significantly associated with increased CAP risk. Similar associations with CAP were also observed in the cohort for CTI (HR: 1.79, 95% CI: 1.32–2.44) and RCII (HR: 2.02, 95% CI: 1.60–2.54). Moreover, adding CTI and RCII showed improvements in CAP risk prediction beyond the traditional model, with the area under the ROC curve of 0.681 for CTI, 0.704 for RCII and 0.702 for RCII+CTI ( p < 0.05). RCII showed a superior ability to identify high-risk individuals with CAP compared with CTI, with a significant NRI of 0.119 (95% CI: 0.045–0.191) and IDI of 0.006 (95% CI: 0.002–0.011). Both CTI and RCII were significantly associated with increased risk of CAP, and RCII may be a superior biomarker to CTI in CAP risk prediction. Future large-scale cohort studies are needed to validate the predictive value of CTI and RCII for subclinical atherosclerosis. Not applicable.

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Cite This Study

Zeng et al. (2026) conducted a cohort in Carotid atherosclerotic plaque (CAP) (n=10,194). Remnant cholesterol inflammation index (RCII) vs. Lower levels of RCII was evaluated on Incident carotid atherosclerotic plaque (CAP) (HR 2.02, 95% CI 1.60-2.54). Increased remnant cholesterol inflammation index was significantly associated with incident carotid atherosclerotic plaque (HR 2.02) and demonstrated superior risk prediction compared to the C-reactive protein-triglyceride glucose index.

synapsesocial.com/papers/6a2e69a9bde31496c9a7a72chttps://doi.org/10.1186/s12902-026-02353-4
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