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September 12, 2025Lipids in Health and Disease6 citationsOpen Access

Integrated metabolic-inflammatory risk assessment: HbA1c/HDL-c and hsCRP-to-albumin ratios synergistically predict major adverse cardiovascular events in post-PCI STEMI patients

JHJinyong HuangJZJunyi ZhangZXZhonghui Xie

Key Result

The combination of an elevated HbA1c/HDL-c ratio and high hsCAR significantly increased the risk of major adverse cardiovascular events (HR 2.19) in patients with STEMI undergoing PCI.

Study Design

Type

Cohort (n=1,177)

Multicenter

No

Structured PICO

Does the combination of high HbA1c/HDL-c ratio and high hsCAR predict major adverse cardiovascular events in post-PCI STEMI patients?

P
Population
1,177 patients with ST-segment elevation myocardial infarction (STEMI) who underwent percutaneous coronary intervention (PCI), median age 66, 23% female, at a single center in China.
I
Intervention
High HbA1c/HDL-c ratio (≥ 6.61) and high hsCRP-to-albumin ratio (hsCAR ≥ 0.18)
C
Comparator
Low HbA1c/HDL-c ratio (< 6.61) and low hsCAR (< 0.18)
O
Outcome
Major adverse cardiovascular events (MACE), a composite of death from all causes, ischemia-induced revascularization, myocardial infarction not leading to death, heart failure hospitalization, and cerebrovascular eventscomposite

Main Result

Effect estimate: HR 2.19 (95% CI 1.67-2.87)

Absolute Event Rate: 57% vs 27%

p-value: p=<0.001

Limitations

  • Retrospective observational design
  • Single-center study
  • Potential for unmeasured confounding variables

Abstract

BACKGROUND: This study looked into how predictive in ST-segment elevation myocardial infarction (STEMI) is the high-sensitivity C-reactive protein-to-albumin ratio (hsCAR) as well as glycated hemoglobin to high-density lipoprotein cholesterol (HbA1c/HDL-c) ratio. METHODS: This retrospective cohort research was carried out on 1,177 patients having STEMI who were given percutaneous coronary intervention (PCI). For major adverse cardiovascular events (MACE), the independent and combined predictive values of the HbA1c/HDL-c ratio (threshold ≥ 6.61) and hsCAR (threshold ≥ 0.18) were assessed. MACE was an amalgamation of death from all causes, ischemia-induced revascularization, myocardial infarction not leading to death, heart failure hospitalization, and cerebrovascular events. The team used Cox regression models, causal mediation examination, and receiver operating characteristic curves to assess prognostic performance and mechanistic pathways, and compared them with the Global Registry of Acute Coronary Events (GRACE) risk score. RESULTS: The interquartile range for follow-up was 79 to 672 days, with 461 median days. A raised HbA1c/HDL-c ratio (≥ 6.61) and hsCAR (≥ 0.18) independently predicted MACE, with 1.51 (95% confidence interval CI: 1.26-1.81; P < 0.001) as well as 1.84 (95% CI: 1.53-2.21; P = 0.005) hazard ratios (HRs), respectively. Combined use enhanced risk stratification, with the high HbA1c/HDL-c-high hsCAR group showing the highest risk (adjusted HR 2.19, 95% CI: 1.67-2.87; P < 0.001). Causal mediation examination revealed that coronary lesion complexity partially mediated these associations; the SYNergy between PCI with TAXUS and Cardiac Surgery (SYNTAX) and the residual SYNTAX scores were responsible for accounting for 24.2%/17.7% of the hsCAR effect and 16.8%/25.2% of the HbA1c/HDL-c ratio effect, respectively. Compared with the individual markers or the GRACE risk score, the combined biomarker model demonstrated superior discriminatory capacity (area under the curve = 0.63, 95% CI = 0.60-0.66; P < 0.001), with significant improvement in integrated discrimination. CONCLUSION: The integration of HbA1c/HDL-c and hsCAR can significantly improve risk stratification in patients with STEMI, outperforming traditional scoring systems and assisting in the precise management of individuals at risk.

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Cite This Study

Huang et al. (2025) conducted a cohort in ST-segment elevation myocardial infarction (STEMI) (n=1,177). High HbA1c/HDL-c ratio (≥ 6.61) and high hsCAR (≥ 0.18) vs. Low HbA1c/HDL-c ratio (< 6.61) and low hsCAR (< 0.18) was evaluated on Major adverse cardiovascular events (MACE) (HR 2.19, 95% CI 1.67-2.87, p=<0.001). The combination of an elevated HbA1c/HDL-c ratio and high hsCAR significantly increased the risk of major adverse cardiovascular events (HR 2.19) in patients with STEMI undergoing PCI.

synapsesocial.com/papers/6a11ea0b4514107d3021a1ddhttps://doi.org/10.1186/s12944-025-02707-2
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