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June 4, 2026Journal of Clinical Medicine0 citationsOpen Access

Association Between the CALLY Index and Carotid Artery Stenosis Severity in Patients Younger and Older than 65 Years

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DDDemet DoğanOkan UniversityEGErce GülerOkan University

Key Result

Lower CALLY index values were independently associated with carotid stenosis and carotid intima-media thickness, demonstrating moderate discriminatory performance in the overall cohort (AUC = 0.724).

Key Points

  • This research investigates the relationship between the CALLY index, age, and carotid artery stenosis severity.
  • Retrospective analysis of individuals undergoing carotid Doppler ultrasonography.
  • Carotid stenosis categorized by severity, intima-media thickness recorded.
  • Multivariable analyses adjusted for traditional cardiovascular risk factors.
  • Among 1516 patients, those aged 65 and older had significantly higher carotid stenosis and lower mean CALLY index (4.0 vs 8.3; p<0.001).
  • Hypertension, diabetes, and hyperlipidemia were significantly more prevalent in patients with carotid stenosis (p<0.001 for all).
  • The CALLY index showed moderate discriminatory performance for carotid stenosis, with AUC values of 0.724 overall, 0.681 for <65, and 0.685 for ≥65.

Study Design

Type

Cross-Sectional (n=1,516)

Structured PICO

Is the CALLY index associated with carotid artery stenosis severity and intima-media thickness in patients younger and older than 65 years?

P
Population
1,516 individuals undergoing routine carotid Doppler ultrasonography, retrospectively analyzed to assess the relationship between the CALLY index, age, and carotid stenosis.
E
Exposure
C-reactive protein-albumin-lymphocyte (CALLY) index
O
Outcome
Carotid artery stenosis severity and bilateral intima-media thicknesssurrogate

The CALLY index is independently associated with carotid stenosis and intima-media thickness, suggesting its potential utility as a complementary marker for assessing carotid atherosclerosis, particularly in older adults.

Main Result

Effect estimate: AUC 0.724

Limitations

  • Retrospective cross-sectional design
  • Moderate discriminatory performance
  • Should not be interpreted as a standalone, causal, or disease-specific marker
  • Cannot establish causality or be used as a standalone, disease-specific marker

Abstract

Background/Objectives: Atherosclerosis is a multifaceted inflammatory condition closely linked to immunonutritional status. The C-reactive protein–albumin–lymphocyte (CALLY) index is a composite marker of immunonutrition. We assessed the relationship between this index, age, and carotid stenosis in individuals undergoing carotid Doppler ultrasonography. Methods: Individuals who underwent routine carotid Doppler ultrasonography were retrospectively analyzed. Carotid stenosis was categorized by severity, and bilateral intima–media thickness was recorded. The composite index integrating C-reactive protein, albumin, and lymphocyte parameters was derived from laboratory parameters. Traditional cardiovascular risk factors, including hypertension, diabetes mellitus, hyperlipidemia, and smoking status, were also recorded and incorporated into multivariable analyses. Sex-related differences were additionally evaluated using sex-stratified correlation analyses. Results: Among 1516 patients, 895 (59.1%) were younger than 65 years and 621 (40.9%) were aged 65 years and above. Carotid artery stenosis and intima–media thickness were significantly higher in individuals aged 65 years and above. The mean index value was significantly lower in the older group (4.0 versus 8.3; p 0.05). Male sex was independently associated with carotid stenosis, and sex-stratified analyses demonstrated similar inverse associations between age and CALLY index values in both sexes. In multivariable analysis, lower index values were independently associated with carotid stenosis and carotid intima–media thickness in both age groups. In the overall cohort, the index demonstrated moderate discriminatory performance (area under the curve = 0.724). Similar moderate performance was observed in the <65 (AUC = 0.681) and ≥65 (AUC = 0.685) subgroups. Conclusions: The CALLY index was independently associated with carotid stenosis and CIMT after adjustment for traditional cardiovascular risk factors. Although effect sizes were comparable between age groups, CALLY index levels were lower in older individuals. These findings suggest that the CALLY index may provide complementary information in the assessment of carotid atherosclerosis, particularly in elderly populations. However, given the retrospective cross-sectional design and moderate discriminatory performance, it should not be interpreted as a standalone, causal, or disease-specific marker.

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Cite This Study

Doğan et al. (2026) conducted a cross-sectional in Carotid artery stenosis (n=1,516). CALLY index was evaluated on Carotid stenosis and carotid intima-media thickness (AUC 0.724). Lower CALLY index values were independently associated with carotid stenosis and carotid intima-media thickness, demonstrating moderate discriminatory performance in the overall cohort (AUC = 0.724).

synapsesocial.com/papers/6a21171dd499ed480b16ffd7https://doi.org/10.3390/jcm15114242
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