Metelskaya Victoria A, Gavrilova Natalia E, Zhatkina Maria V, Yarovaya Elena B, Drapkina Oxana M
National Medical Research Center for Therapy and Preventive Medicine, 101990 Moscow, Russia.
Scandinavian Health Center, 111024 Moscow, Russia.
J Pers Med. 2022 Feb 2;12(2):206. doi: 10.3390/jpm12020206.
To assess the feasibility of a combination of biochemical and imaging parameters for estimation of risk and severity of coronary atherosclerosis (CA), and to verify the created integrated biomarker (i-BIO) on independent cohort.
Two cohorts of patients admitted to the hospital for coronary angiography and ultrasound carotid dopplerography were enrolled into the study ( = 205 and = 216, respectively). The extent of CA was assessed by Gensini Score (GS).
According to GS, participants were distributed as follows: atherosclerosis-free (GS = 0), CA of any stage (GS > 0), subclinical CA (GS < 35), severe CA (GS ≥ 35). Based on the analysis of mathematical models, including biochemical and imaging parameters, we selected and combined the most significant variables as i-BIO. The ability of i-BIO to detect the presence and severity of CA was estimated using ROC-analysis with cut-off points determination. Risk of any CA (GS > 0) at i-BIO > 4 was 7.3 times higher than in those with i-BIO ≤ 4; risk of severe CA (GS ≥ 35) at i-BIO ≥ 9 was 3.1 times higher than at i-BIO < 9. Results on the tested cohort confirmed these findings.
The i-BIO > 4 detected CA (GS > 0) with sensitivity of 87.9%, i-BIO ≥ 9 excluded patients without severe CA (GS < 35), specificity 79.8%. Validation of i-BIO confirmed the feasibility of i-BIO > 4 to separate patients with any CA with sensitivity 76.2%, and of i-BIO ≥ 9 to exclude atherosclerosis-free subjects with specificity of 84.0%.
评估联合使用生化和影像学参数来估计冠状动脉粥样硬化(CA)风险和严重程度的可行性,并在独立队列中验证所创建的综合生物标志物(i-BIO)。
将因冠状动脉造影和颈动脉超声多普勒检查入院的两组患者纳入研究(分别为n = 205和n = 216)。通过Gensini评分(GS)评估CA的程度。
根据GS,参与者分布如下:无动脉粥样硬化(GS = 0)、任何阶段的CA(GS > 0)、亚临床CA(GS < 35)、重度CA(GS≥35)。基于对包括生化和影像学参数在内的数学模型的分析,我们选择并组合了最显著的变量作为i-BIO。使用ROC分析并确定截断点来评估i-BIO检测CA存在和严重程度的能力。i-BIO>4时发生任何CA(GS > 0)的风险比i-BIO≤4时高7.3倍;i-BIO≥9时发生重度CA(GS≥35)的风险比i-BIO<9时高3.1倍。测试队列的结果证实了这些发现。
i-BIO>4检测CA(GS > 0)的灵敏度为87.9%,i-BIO≥9可排除无重度CA(GS < 35)的患者,特异性为79.8%。i-BIO的验证证实了i-BIO>4以76.2%的灵敏度区分任何CA患者的可行性,以及i-BIO≥9以84.0%的特异性排除无动脉粥样硬化受试者的可行性。