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1.
J Cardiovasc Med (Hagerstown) ; 24(Suppl 2): e106-e115, 2023 05 01.
Article in English | MEDLINE | ID: covidwho-20234238

ABSTRACT

Prevention and effective treatment of cardiovascular disease are progressive issues that grow in tandem with the average age of the world population. Over recent decades, the potential role of artificial intelligence in cardiovascular medicine has been increasingly recognized because of the incredible amount of real-world data (RWD) regarding patient health status and healthcare delivery that can be collated from a variety of sources wherein patient information is routinely collected, including patient registries, clinical case reports, reimbursement claims and billing reports, medical devices, and electronic health records. Like any other (health) data, RWD can be analysed in accordance with high-quality research methods, and its analysis can deliver valuable patient-centric insights complementing the information obtained from conventional clinical trials. Artificial intelligence application on RWD has the potential to detect a patient's health trajectory leading to personalized medicine and tailored treatment. This article reviews the benefits of artificial intelligence in cardiovascular prevention and management, focusing on diagnostic and therapeutic improvements without neglecting the limitations of this new scientific approach.


Subject(s)
Cardiovascular Agents , Cardiovascular Diseases , Humans , Artificial Intelligence , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/prevention & control , Research Design , Precision Medicine
3.
Crit Care ; 25(1): 217, 2021 06 24.
Article in English | MEDLINE | ID: covidwho-1388810

ABSTRACT

BACKGROUND: The viral load of asymptomatic SAR-COV-2 positive (ASAP) persons has been equal to that of symptomatic patients. On the other hand, there are no reports of ST-elevation myocardial infarction (STEMI) outcomes in ASAP patients. Therefore, we evaluated thrombus burden and thrombus viral load and their impact on microvascular bed perfusion in the infarct area (myocardial blush grade, MBG) in ASAP compared to SARS-COV-2 negative (SANE) STEMI patients. METHODS: This was an observational study of 46 ASAP, and 130 SANE patients admitted with confirmed STEMI treated with primary percutaneous coronary intervention and thrombus aspiration. The primary endpoints were thrombus dimension + thrombus viral load effects on MBG after PPCI. The secondary endpoints during hospitalization were major adverse cardiovascular events (MACEs). MACEs are defined as a composite of cardiovascular death, nonfatal acute AMI, and heart failure during hospitalization. RESULTS: In the study population, ASAP vs. SANE showed a significant greater use of GP IIb/IIIa inhibitors and of heparin (p < 0.05), and a higher thrombus grade 5 and thrombus dimensions (p < 0.05). Interestingly, ASAP vs. SANE patients had lower MBG and left ventricular function (p < 0.001), and 39 (84.9%) of ASAP patients had thrombus specimens positive for SARS-COV-2. After PPCI, a MBG 2-3 was present in only 26.1% of ASAP vs. 97.7% of SANE STEMI patients (p < 0.001). Notably, death and nonfatal AMI were higher in ASAP vs. SANE patients (p < 0.05). Finally, in ASAP STEMI patients the thrombus viral load was a significant determinant of thrombus dimension independently of risk factors (p < 0.005). Thus, multiple logistic regression analyses evidenced that thrombus SARS-CoV-2 infection and dimension were significant predictors of poorer MBG in STEMI patients. Intriguingly, in ASAP patients the female vs. male had higher thrombus viral load (15.53 ± 4.5 vs. 30.25 ± 5.51 CT; p < 0.001), and thrombus dimension (4.62 ± 0.44 vs 4.00 ± 1.28 mm2; p < 0.001). ASAP vs. SANE patients had a significantly lower in-hospital survival for MACE following PPCI (p < 0.001). CONCLUSIONS: In ASAP patients presenting with STEMI, there is strong evidence towards higher thrombus viral load, dimension, and poorer MBG. These data support the need to reconsider ASAP status as a risk factor that may worsen STEMI outcomes.


Subject(s)
COVID-19/complications , Coronary Thrombosis/virology , Heart/physiopathology , Microcirculation/physiology , Myocardial Infarction/physiopathology , Aged , Analysis of Variance , Asymptomatic Infections/epidemiology , COVID-19/epidemiology , Cohort Studies , Coronary Angiography/methods , Coronary Thrombosis/epidemiology , Echocardiography/methods , Female , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Myocardial Infarction/epidemiology
5.
Monaldi Arch Chest Dis ; 91(2)2021 May 04.
Article in English | MEDLINE | ID: covidwho-1215533

ABSTRACT

To the Editor COVID-19 (COrona VIrus Disease) patients with cardiovascular (CV) disease, multiple CV risk factors or comorbidities (i.e., arterial hypertension and diabetes) were shown to be more prone to a worse prognosis. SARS-CoV-2 is a still unknown enemy and the role of concomitant cardiovascular therapies has been controversial in the early stages, particularly with regard to Angiotensin-Converting Enzyme inhibitors...


Subject(s)
COVID-19/immunology , Cardiovascular Diseases/prevention & control , Heart Disease Risk Factors , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hyperlipidemias/drug therapy , Hypolipidemic Agents/therapeutic use , COVID-19/complications , COVID-19/mortality , COVID-19/physiopathology , Cardiovascular Diseases/complications , Cardiovascular Diseases/drug therapy , Deprescriptions , Humans , Hyperlipidemias/complications , Primary Prevention , SARS-CoV-2 , Secondary Prevention
6.
Int J Environ Res Public Health ; 18(3)2021 01 21.
Article in English | MEDLINE | ID: covidwho-1067744

ABSTRACT

Coronaviruses (CoVs) represent a large family of RNA viruses that can infect different living species, posing a global threat to human health. CoVs can evade the immune response, replicate within the host, and cause a rapid immune compromise culminating in severe acute respiratory syndrome. In humans, the immune system functions are influenced by physical activity, nutrition, and the absence of respiratory or cardiovascular diseases. This review provides an in-depth study between the interactions of the immune system and coronaviruses in the host to defend against CoVs disease.


Subject(s)
COVID-19 , Cardiovascular Diseases , Diet , Exercise , Immune System , Respiratory Tract Diseases , COVID-19/epidemiology , Cardiovascular Diseases/epidemiology , Humans , Respiratory Tract Diseases/epidemiology
7.
Am J Cardiovasc Drugs ; 20(6): 559-570, 2020 Dec.
Article in English | MEDLINE | ID: covidwho-910261

ABSTRACT

In patients with coronavirus disease 2019 (COVID-19), the prevalence of pre-existing cardiovascular diseases is elevated. Moreover, various features, also including pro-thrombotic status, further predispose these patients to increased risk of ischemic cardiovascular events. Thus, the identification of optimal antithrombotic strategies in terms of the risk-benefit ratio and outcome improvement in this setting is crucial. However, debated issues on antithrombotic therapies in patients with COVID-19 are multiple and relevant. In this article, we provide ten questions and answers on risk stratification and antiplatelet/anticoagulant treatments in patients at risk of/with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection based on the scientific evidence gathered during the pandemic.


Subject(s)
Anticoagulants/pharmacology , Anticoagulants/therapeutic use , COVID-19/complications , Thrombosis/etiology , Thrombosis/prevention & control , Age Factors , Anti-Inflammatory Agents, Non-Steroidal/pharmacology , Anticoagulants/administration & dosage , Anticoagulants/classification , Antiviral Agents/pharmacology , Atrial Fibrillation/drug therapy , Chemoprevention/adverse effects , Chemoprevention/methods , Disseminated Intravascular Coagulation/drug therapy , Drug Interactions , Humans , Italy , Pandemics , Risk Factors , Risk Management , SARS-CoV-2 , Severity of Illness Index , Sex Factors , Thrombosis/drug therapy , Thrombosis/physiopathology
8.
G Ital Cardiol (Rome) ; 21(7): 489-501, 2020 Jul.
Article in Italian | MEDLINE | ID: covidwho-611791

ABSTRACT

Given the high prevalence of preexisting cardiovascular diseases and the increased incidence of adverse cardiovascular events in patients hospitalized for SARS-CoV-2 infection, the identification of optimal antithrombotic approaches in terms of risk/benefit ratio and outcome improvement appears crucial in this setting. In the present position paper we collected current evidence from the literature to provide practical recommendations on the management of antithrombotic therapies (antiplatelet and anticoagulant) in various clinical contexts prevalent during the SARS-CoV-2 outbreak: in-home management of oral anticoagulant therapy; interactions between drugs used in the SARS-CoV-2 infection and antithrombotic agents; in-hospital management of antithrombotic therapies; diagnosis, risk stratification and treatment of in-hospital thrombotic complications.


Subject(s)
Atherosclerosis/drug therapy , Atherosclerosis/epidemiology , Coronavirus Infections/epidemiology , Disease Outbreaks/statistics & numerical data , Fibrinolytic Agents/therapeutic use , Pneumonia, Viral/epidemiology , Thrombosis/drug therapy , Atherosclerosis/diagnosis , Betacoronavirus , COVID-19 , Comorbidity , Coronavirus Infections/diagnosis , Evidence-Based Medicine , Female , Humans , Incidence , Italy , Male , Pandemics , Pneumonia, Viral/diagnosis , Practice Guidelines as Topic , Risk Assessment , SARS-CoV-2 , Thrombosis/diagnosis , Thrombosis/epidemiology , Treatment Outcome
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