Key result
Cluster analysis identified three distinct phenotypes of coronary microvascular obstruction during PCI for myocardial infarction, with the highest in-hospital mortality (13.5%) observed in elderly women with severe atherosclerosis and hyperglycemia.
Why the study?
The study was conducted to determine and describe the clinical and pathogenetic phenotypes of coronary microvascular obstruction occurring during PCI in patients with myocardial infarction using clustering methods.
Observational (n=190)
No
p-value: p=0.002
Clustering analysis identified three distinct clinical and pathogenetic phenotypes of coronary microvascular obstruction during PCI for myocardial infarction, which may help tailor future therapeutic strategies.
Objective: using the clustering method, to determine and describe the clinical and pathogenetic phenotypes of the coronary microvascular obstruction phenomenon (CMVO) that occurs during percutaneous coronary interventions (PCI) in patients with myocardial infarction (MI). Materials and methods: the study group included 190 patients with CMVO that occurred during PCI for type 1 MI. Participants admitted in 2013-2020. CMVO criteria: blood flow < 3 points in the infarct-related artery (IRA) according to TIMI flow grade (TFG); perfusion < 2 points for Myocardial blush grade; ST segment resolution < 70%. Median age – 64 [56; 70] years, 137 (72%) men, 53 (28%) women. MI with ST elevation (STEMI) in 170 patients (89%). Primary PCI in 127 (67%) cases. Nine patients (4.7%) have died. Phenotyping was performed using the EM (expectation-maximization) clustering algorithm. Results: three phenotypes have been identified in a ratio of 56% ( n = 106) / 27% ( n = 52) / 17% ( n = 32). The values of the parameters are respectively: age 62 [54; 67] / 73 [67; 79] / 59 [50; 65] years; women 8 (8%) / 39 (77%) / 6 (19%); STEMI 102 (96%) / 43 (83%) / 25 (78%); thrombolysis 46 (43%) / 6 (12%) / 11 (34%); acute heart failure 1 [1; 2] / 2 [1; 4] / 2 [2; 2] class; platelet to lymphocyte ratio 110 [78; 153] / 106 [85; 132] / 132 [100; 182]; glucose at admission 8,0 [6,9; 9,6] / 11,1 [8,8; 15,2] / 7,5 [6,1; 8,1] mmol/l; total cholesterol 4,7 [4,2; 5,4] / 5,3 [3,7; 6,2] / 5,1 [4,5; 6,2] mmol/l; glomerular filtration rate according to CKD-EPI 77 [64; 88] / 58 [46; 74] / 81 [64; 88] ml/min/1.73m 2 ; Syntax Score 15 [10; 21] / 20 [14; 26] / 8 [5; 10] points; Syntax Score in IRA 9 [8; 15] / 12 [7; 16] / 6 [3; 7] points; collaterals according to Rentrop 0 [0; 1] / 0 [0; 1] / 0 [0; 0] degree; TIMI thrombus grade 5 [5; 5]/ 5 [3; 5] / 1 [0; 2] degree; TFG 0 [0; 0] / 0 [0; 1] / 2 [2; 3] degree; aspiration thrombectomy 30 (28%) / 7 (13%) /4 (13%); IRA diameter 3,5 [3,0; 3,5] / 3,0 [2,8; 3,5] / 3,5 [3,0; 3,5] mm; balloon angioplasty 99 (93%) / 45 (87%) /16 (50%); PCI of 2 or more arteries 0 (0%) / 4 (8%) / 3 (9). Deaths – 2 (1.9%), 7 (13.5%) and 0 (0%) patients, respectively ( p = 0.002, χ2-Pearson). Conclusion. Тhree phenotypes have been identified. First phenotype: severe IRA thrombosis, mostly men, moderate atherosclerotic lesions. Second phenotype: mostly elderly women, high hyperglycemia, severe atherosclerotic lesions, severe AHF, impaired renal function, IRA thrombosis. Third phenotype: mostly men, minor changes in the coronary arteries, absence of significant thrombosis and preserved blood flow in the IRA before PCI, elevated levels of inflammatory markers and total cholesterol.
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Фролов et al. (2024) conducted an observational in Myocardial infarction with coronary microvascular obstruction (no-reflow) (n=190). Clinical and pathogenetic phenotypes of coronary microvascular obstruction vs. Inter-cluster comparison was evaluated on In-hospital mortality across three identified CMVO phenotypes (p=0.002). Cluster analysis identified three distinct phenotypes of coronary microvascular obstruction during PCI for myocardial infarction, with the highest in-hospital mortality (13.5%) observed in elderly women with severe atherosclerosis and hyperglycemia.
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