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DOI 10.1161/circimaging.125.018059

Медицинская библиотека · Circulation. Cardiovascular imaging · 2025

Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality.

Huangfu Gavin, Ihdayhid Abdul R, Kwok Simon, Konstantopoulos John, Niu Kai, Lu Juan, Smallbone Harry, Figtree Gemma A, Chow Clara K, Dembo Lawrence, Adler Brendan, Hamilton-Craig Christian, Grieve Stuart M, Chan Matthew T V, Butler Craig R, Tandon Vikas, Nagele Peter, Woodard Pamela K, Mrkobrada Marko, Szczeklik Wojciech, Aziz Yang Faridah Abdul, Biccard Bruce, Devereaux Philip James, Sheth Tej, Dwivedi Girish, Chow Benjamin J W

СтатьяМногоцентровое исследованиеПеревод в очереди

Аннотация

BACKGROUND

Coronary artery calcification (CAC) provides robust prediction for major adverse cardiovascular events (MACE), but current techniques disregard plaque distribution and protective effects of high CAC density. We investigated whether a novel CAC-dispersion and density (CAC-DAD) score will exhibit superior prognostic value compared with the Agatston score (AS) for MACE prediction.

METHODS

We conducted a multicenter, retrospective, cross-sectional study of 961 patients (median age, 67 years; 61% men) who underwent cardiac computed tomography for cardiovascular or perioperative risk assessment. Blinded analyzers applied deep learning algorithms to noncontrast scans to calculate the CAC-DAD score, which adjusts for the spatial distribution of CAC and assigns a protective weight factor for lesions with ≥1000 Hounsfield units. Associations were assessed using frailty regression.

RESULTS

Over a median follow-up of 30 (30-460) days, 61 patients experienced MACE (nonfatal myocardial infarction or cardiovascular mortality). An elevated CAC-DAD score (≥2050 based on optimal cutoff) captured more MACE than AS ≥400 (74% versus 57%; P=0.002). Univariable analysis revealed that an elevated CAC-DAD score, AS ≥400 and AS ≥100, age, diabetes, hypertension, and statin use predicted MACE. On multivariable analysis, only the CAC-DAD score (hazard ratio, 2.57 [95% CI, 1.43-4.61]; P=0.002), age, statins, and diabetes remained significant. The inclusion of the CAC-DAD score in a predictive model containing demographic factors and AS improved the C statistic from 0.61 to 0.66 (P=0.008).

CONCLUSIONS

The fully automated CAC-DAD score improves MACE prediction compared with the AS. Patients with a high CAC-DAD score, including those with a low AS, may be at higher risk and warrant intensification of their preventative therapies.

Для цитирования: Huangfu Gavin, Ihdayhid Abdul R, Kwok Simon, Konstantopoulos John, Niu Kai, Lu Juan, Smallbone Harry, Figtree Gemma A, Chow Clara K, Dembo Lawrence, Adler Brendan, Hamilton-Craig Christian, Grieve Stuart M, Chan Matthew T V, Butler Craig R, Tandon Vikas, Nagele Peter, Woodard Pamela K, Mrkobrada Marko, Szczeklik Wojciech, Aziz Yang Faridah Abdul, Biccard Bruce, Devereaux Philip James, Sheth Tej, Dwivedi Girish, Chow Benjamin J W. Novel CAC Dispersion and Density Score to Predict Myocardial Infarction and Cardiovascular Mortality.. Circulation. Cardiovascular imaging. 2025. DOI: 10.1161/circimaging.125.018059.

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