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Despite the evolution of stent technology, there is a non-negligible risk of in-stent restenosis (ISR) after Percutaneous coronary intervention (PCI). Large-scale registry data on the prevalence and clinical management of ISR is lacking. The aim was to describe the epidemiology and management of patients with ≥1 ISR lesions treated with PCI (ISR PCI). Data on characteristics, management and clinical outcomes were analyzed for patients undergoing ISR PCI in the France-PCI all-comers registry. Between January 2014 and December 2018, 31,892 lesions were treated in 22,592 patients, 7.3 % of whom underwent ISR PCI. Patients undergoing ISR PCI were older (68.5 vs 67.8; p < 0.001), and more likely to have diabetes (32.7 % vs 25.4 %, p < 0.001), chronic coronary syndrome or multivessel disease. ISR PCI concerned drug eluting stents (DES) ISR in 48.8 % of cases. Patients with ISR lesions were more frequently treated with DES than drug eluting balloon or balloon angioplasty (74.2 %, 11.6 % and 12.9 %, respectively). Intravascular imaging was rarely used. At 1 year, patients with ISR had higher target lesion revascularization rates (4.3 % vs. 1.6 %; HR 2.24 [1.64–3.06]; p < 0.001). In a large all-comers registry, ISR PCI was not infrequent and associated with worse prognosis than non-ISR PCI. Further studies and technical improvements are warranted to improve the outcomes of ISR PCI. Abbreviations: DEB: drug eluting balloon; DES: drug eluting stent; HR: hazard ratio; POBA: plain old balloon angioplasty; ISR: in-stent restenosis; TLR: target lesion revascularization. [Display omitted] • ISR PCI is performed with relevant frequency in routine clinical practice (7-8%). • Approximately 10-20% of ISR are treated with POBA. • Intravascular imaging is largely underused (< 2%). • At 1 year, patients with ISR PCI have higher TLR rates than non-ISR PCI (4.3% vs. 1.6%; HR 2.24 [1.64-3.06]; p <0.001). [ABSTRACT FROM AUTHOR]

We sought to improve the risk prediction of 3-month left ventricular remodeling (LVR) occurrence after myocardial infarction (MI), using a machine learning approach. Patients were included from a prospective cohort study analyzing the incidence of LVR in ST-elevation MI in 443 patients that were monitored at Angers University Hospital, France. Clinical, biological and cardiac magnetic resonance (CMR) imaging data from the first week post MI were collected, and LVR was assessed with CMR at 3 month. Data were processed with a machine learning pipeline using multiple feature selection algorithms to identify the most informative variables. We retrieved 133 clinical, biological and CMR imaging variables, from 379 patients with ST-elevation MI. A baseline logistic regression model using previously known variables achieved an AUC of 0.71 on the test set, with 67% sensitivity and 64% specificity. In comparison, our best predictive model was a neural network using seven variables (in order of importance): creatine kinase, mean corpuscular volume, baseline left atrial surface, history of diabetes, history of hypertension, red blood cell distribution width, and creatinine. This model achieved an AUC of 0.78 on the test set, reaching a sensitivity of 92% and a specificity of 55%, outperforming the baseline model. These preliminary results show the value of using an unbiased data-driven machine learning approach. We reached a higher level of sensitivity compared to traditional methods for the prediction of a 3-month post-MI LVR. • Good sensitivity for the prediction of 3-month post-MI Left Ventricular Remodeling • Machine learning approach leads to better results than a traditional statistical one. • Use of multiple feature selection algorithms allowed better variable selection. • Known predictors of post-MI LVR were selected, validating our approach. • Unexpected variables were also selected, requiring further exploration. [ABSTRACT FROM AUTHOR]

Background: The optimal management of patients with ST-segment elevation myocardial infarction (STEMI) presenting late->12 hours following symptom onset-is still under debate.Objectives: The purpose of this study was to describe characteristics, temporal trends, and impact of revascularization in a large population of latecomer STEMI patients.Methods: The authors analyzed the data of 3 nationwide observational studies from the FAST-MI (French Registry of Acute ST-elevation and non-ST-elevation Myocardial Infarction) program, conducted over a 1-month period in 2005, 2010, and 2015. Patients presenting between 12 and 48 hours after symptom onset were classified as latecomers.Results: A total of 6,273 STEMI patients were included in the 3 cohorts, 1,169 (18.6%) of whom were latecomers. After exclusion of patients treated with fibrinolysis and patients deceased within 2 days after admission, 1,077 patients were analyzed, of whom 729 (67.7%) were revascularized within 48 hours after hospital admission. At 30-day follow-up, all-cause death rate was significantly lower among revascularized latecomers (2.1% vs 7.2%; P < 0.001). After a median follow-up of 58 months, the rate of all-cause death was 30.4 (95% CI: 25.7-35.9) per 1,000 patient-years in the revascularized latecomers group vs 78.7 (95% CI: 67.2-92.3) per 1,000 patient-years in the nonrevascularized latecomers group (P < 0.001). In multivariate analysis, revascularization of latecomer STEMI patients was independently associated with a significant reduction of mortality occurrence during follow-up (HR: 0.65 [95% CI: 0.50-0.84]; P = 0.001).Conclusions: Coronary revascularization of latecomer STEMI patients is associated with better short and long-term clinical outcomes. [ABSTRACT FROM AUTHOR]

The WAMIF study was conducted from 2017 to 2019 to include 314 patients in 30 French investigative centers in France. We have systematically collected the clinical, morphological and biological characteristics of cases of myocardial infarction affecting women under 50 years of age and evaluated their short-term (intra-hospital) and mid-term (at 12 months) prognosis.. The main results were: a particularly high incidence of modifiable risk factors affecting 86% of patients with smoking in the first place in 75% of them. The clinical presentation revealed chest pain in more than 90% of cases. The pathophysiological forms of acute coronary syndrome identified the culprit artery in 90% of cases, MI without obstruction (MINOCA) was found in 17.8% of the ST elevation MI (STEMI), spontaneous dissection in 14.6% of STEMI and 16.3% of NSTEMI. Hospital events included 3 strokes, 3 cases of bleeding and no deaths. At 12 months, follow-up showed no cardiovascular deaths. The results of this study allow us to better understand the particularities of cardiovascular diseases in women and thus to develop targeted strategies for prevention and improvement of their management. [ABSTRACT FROM AUTHOR]

The French PCI Registry collects up to 150 clinical, procedural, and one-year follow-up data on all coronary angiographies and angioplasties performed in the 61 participating centers in September 2023. Thanks to the support of the GACI, the DGOS, the ARS, and numerous hospitals, the registry is continuing to expand its coverage across the entire territory, with 90 centers expected to participate in 2024, accounting for nearly half of the French centers. The high quality of this data has already led to the publication of 18 studies in international journals, and around twenty others are currently being written. The online publication of comprehensive and comparative annual reports, along with the implementation of quality indicators to assess practices, would enhance the performance of all participating centers and ultimately benefit our coronary patients. [ABSTRACT FROM AUTHOR]