Lisa Canton

Dr. Lisa Canton


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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18 March 2025 in Circulation
Verified
Journal Article
Open access
Matteo ArmillottaMatteo Armillotta
Matteo Armillotta
Luca BergamaschiLuca Bergamaschi
Luca Bergamaschi
Pasquale PaolissoPasquale Paolisso
Pasquale Paolisso
MBMarta Belmonte
Marta Belmonte
FAFrancesco Angeli
Francesco Angeli
CPCarmine Pizzi
Carmine Pizzi
BACKGROUND: Periprocedural myocardial injury (PMI) with or without type 4a myocardial infarction (MI) might occur in patients with non–ST-segment–elevation MI (NSTEMI) after percutaneous coronary intervention (PCI). This study investigated the incidence and prognostic relevance of these events, according to current definitions, in patients with NSTEMI undergoing PCI. The best cardiac troponin I (cTnI) threshold of PMI for prognostic stratification is also suggested. METHODS: Consecutive patients with NSTEMI from January 2017 to April 2022 undergoing PCI with stable or falling pre-PCI cTnI levels were enrolled. According to the Fourth Universal Definition of Myocardial Infarction, the study population was stratified into those experiencing (1) PMI with type 4a MI, (2) PMI without type 4a MI, or (3) no PMI. Post-PCI cTnI increase >20% with an absolute postprocedural value of ≥5 times the 99th percentile upper reference limit within 48 hours after PCI was used to define PMI. The primary end point was 1-year all-cause mortality, and the secondary end point consisted of major adverse cardiovascular events at 1 year, including all-cause mortality, nonfatal reinfarction, urgent revascularization, nonfatal ischemic stroke, and hospitalization for heart failure. Internal validation was performed in patients enrolled between May 2022 and April 2023. RESULTS: Among 1412 patients with NSTEMI undergoing PCI with stable or falling cTnI levels at baseline, 240 (17%) experienced PMI with type 4a MI, 288 (20.4%) experienced PMI without type 4a MI, and 884 (62.6%) experienced no PMI. PMI was associated with an increased risk of adverse clinical outcomes, with patients with type 4a MI demonstrating the highest rates of 1-year all-cause mortality and major adverse cardiovascular events. A post-PCI ΔcTnI >20% but ≤40% showed similar outcomes to patients without PMI, whereas >40% was identified as the optimal threshold for prognostically relevant PMI, confirmed in an internal validation cohort of 305 patients. CONCLUSIONS: Periprocedural ischemic events were frequent in patients with NSTEMI undergoing PCI with prognostic implications. A post-PCI ΔcTnI >40%, combined with an absolute postprocedural value of ≥5 times the 99th percentile upper reference limit, was identified as the optimal threshold for diagnosing prognostically relevant PMI. Recognizing these events may improve risk stratification and management of patients with NSTEMI.

1 March 2024 in Circulation: Cardiovascular Imaging
Verified
Journal Article
Open access
Pasquale PaolissoPasquale Paolisso
Pasquale Paolisso
Luca BergamaschiLuca Bergamaschi
Luca Bergamaschi
FAFrancesco Angeli
Francesco Angeli
MBMarta Belmonte
Marta Belmonte
AFAlberto Foà
Alberto Foà
CPCarmine Pizzi
Carmine Pizzi
BACKGROUND: Multimodality imaging is currently suggested for the noninvasive diagnosis of cardiac masses. The identification of cardiac masses’ malignant nature is essential to guide proper treatment. We aimed to develop a cardiac magnetic resonance (CMR)-derived model including mass localization, morphology, and tissue characterization to predict malignancy (with histology as gold standard), to compare its accuracy versus the diagnostic echocardiographic mass score, and to evaluate its prognostic ability. METHODS: Observational cohort study of 167 consecutive patients undergoing comprehensive echocardiogram and CMR within 1-month time interval for suspected cardiac mass. A definitive diagnosis was achieved by histological examination or, in the case of cardiac thrombi, by histology or radiological resolution after adequate anticoagulation treatment. Logistic regression was performed to assess CMR-derived independent predictors of malignancy, which were included in a predictive model to derive the CMR mass score. Kaplan-Meier curves and Cox regression were used to investigate the prognostic ability of predictors. RESULTS: In CMR, mass morphological features (non-left localization, sessile, polylobate, inhomogeneity, infiltration, and pericardial effusion) and mass tissue characterization features (first-pass perfusion and heterogeneity enhancement) were independent predictors of malignancy. The CMR mass score (range, 0–8 and cutoff, ≥5), including sessile appearance, polylobate shape, infiltration, pericardial effusion, first-pass contrast perfusion, and heterogeneity enhancement, showed excellent accuracy in predicting malignancy (areas under the curve, 0.976 [95% CI, 0.96–0.99]), significantly higher than diagnostic echocardiographic mass score (areas under the curve, 0.932; P =0.040). The agreement between the diagnostic echocardiographic mass and CMR mass scores was good (κ=0.66). A CMR mass score of ≥5 predicted a higher risk of all-cause death ( P <0.001; hazard ratio, 5.70) at follow-up. CONCLUSIONS: A CMR-derived model, including mass morphology and tissue characterization, showed excellent accuracy, superior to echocardiography, in predicting cardiac masses malignancy, with prognostic implications.

31 August 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
DFDamiano Fedele
Damiano Fedele
LCLisa Canton
Lisa Canton
FBFrancesca Bodega
Francesca Bodega
NSNicole Suma
Nicole Suma
FTFrancesco Pio Tattilo
Francesco Pio Tattilo
CPCarmine Pizzi
Carmine Pizzi
Background: the prognosis of patients with myocardial infarction with non-obstructive coronary arteries (MINOCA) is not benign; thus, prompting the need to validate prognostic scoring systems for this population. Aim: to evaluate and compare the prognostic performance of GRACE, TIMI, HEART, and ACEF scores in MINOCA patients. Methods: A total of 250 MINOCA patients from January 2017 to September 2021 were included. For each patient, the four scores at admission were retrospectively calculated. The primary outcome was a composite of all-cause death and acute myocardial infarction (AMI) at 1-year follow-up. The ability to predict 1-year all-cause death was also tested. Results: Overall, the tested scores presented a sub-optimal performance in predicting the composite major adverse event in MINOCA patients, showing an AUC ranging between 0.7 and 0.8. Among them, the GRACE score appeared to be the best in predicting all-cause death, reaching high specificity with low sensitivity. The best cut-off identified for the GRACE score was 171, higher compared to the cut-off of 140 generally applied to identify high-risk patients with obstructive AMI. When the scores were tested for prediction of 1-year all-cause death, the GRACE and the ACEF score showed very good accuracy (AUC = 0.932 and 0.828, respectively). Conclusion: the prognostic scoring tools, validated in AMI cohorts, could be useful even in MINOCA patients, although their performance appeared sub-optimal, prompting the need for risk assessment tools specific to MINOCA patients.

19 April 2023 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
FAFrancesco Angeli
Francesco Angeli
Luca BergamaschiLuca Bergamaschi
Luca Bergamaschi
ARAndrea Rinaldi
Andrea Rinaldi
Pasquale PaolissoPasquale Paolisso
Pasquale Paolisso
Matteo ArmillottaMatteo Armillotta
Matteo Armillotta
CPCarmine Pizzi
Carmine Pizzi
Background. Cardiac masses (CM) represent a heterogeneous clinical scenario, and sex-related differences of these patients remain to be established. Purpose: To evaluate sex-related disparities in CMs regarding clinical presentation and outcomes. Material and Methods. The study cohort included 321 consecutive patients with CM enrolled in our Centre between 2004 and 2022. A definitive diagnosis was achieved by histological examination or, in the case of cardiac thrombi, with radiological evidence of thrombus resolution after anticoagulant treatment. All-cause mortality at follow-up was evaluated. Multivariable regression analysis assessed the potential prognostic disparities between men and women. Results. Out of 321 patients with CM, 172 (54%) were female. Women were more frequently younger (p = 0.02) than men. Regarding CM histotypes, females were affected by benign masses more frequently (with cardiac myxoma above all), while metastatic tumours were more common in men (p < 0.001). At presentation, peripheral embolism occurred predominantly in women (p = 0.03). Echocardiographic features such as greater dimension, irregular margin, infiltration, sessile mass and immobility were far more common in men. Despite a better overall survival in women, no sex-related differences were observed in the prognosis of benign or malignant masses. In fact, in multivariate analyses, sex was not independently associated with all-cause death. Conversely, age, smoking habit, malignant tumours and peripheral embolism were independent predictors of mortality. Conclusions. In a large cohort of cardiac masses, a significant sex-related difference in histotype prevalence was found: Benign CMs affected female patients more frequently, while malignant tumours affected predominantly men. Despite better overall survival in women, sex did not influence prognosis in benign and malignant masses.

Verified
Journal Article
Open access
PDF file
MAMarcello Casuso Alvarez
Marcello Casuso Alvarez
LBLeonardo Luca Bavuso
Leonardo Luca Bavuso
MLMichele Di Leo
Michele Di Leo
MBMarco Basile
Marco Basile
NVNicolò Vasumini
Nicolò Vasumini
CPCarmine Pizzi
Carmine Pizzi
Periprocedural myocardial infarction after percutaneous coronary intervention (PCI) remains a debated entity, especially in the era of high-sensitivity cardiac troponin assays, which frequently detect biomarker rises even when clinically meaningful ischemia is absent. This review critically examines the main contemporary frameworks used to define these events, including the Fourth Universal Definition of Myocardial Infarction (UDMI), the Academic Research Consortium (ARC)-2 consensus, and the Society for Cardiovascular Angiography and Interventions (SCAI) definition, comparing biomarker thresholds, requirements for objective evidence of ischemia, and procedural criteria. We discuss how differences among definitions shape reported event rates and contribute to heterogeneity in event adjudication across studies. Key pathophysiologic mechanisms of myocardial injury during PCI are summarized, including side-branch compromise, distal embolization, microvascular dysfunction, and mechanical complications. Particular attention is given to the limitations of current criteria, such as incomplete assay standardization, variability in sampling timing, inconsistent reliability of ancillary criteria, including electrocardiography and imaging, and an uneven relationship between biomarker elevation and subsequent outcomes. Finally, we outline priorities for future updates, including harmonization of biomarker thresholds, greater emphasis on relative biomarker dynamics, and structured adjudication that integrates biomarkers with objective ischemic evidence. These steps may improve diagnostic specificity, reduce misclassification, and strengthen the clinical and trial relevance of periprocedural ischemic endpoints.