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1.
Circulation ; 149(15): 1157-1168, 2024 Apr 09.
Article in English | MEDLINE | ID: mdl-38328945

ABSTRACT

BACKGROUND: The extent of myocardial bone tracer uptake with technetium pyrophosphate, hydroxymethylene diphosphonate, and 3,3-diphosphono-1,2-propanodicarboxylate in transthyretin amyloid cardiomyopathy (ATTR-CM) might reflect cardiac amyloid burden and be associated with outcome. METHODS: Consecutive patients with ATTR-CM who underwent diagnostic bone tracer scintigraphy with acquisition of whole-body planar and cardiac single-photon emission computed tomography (SPECT) images from the National Amyloidosis Centre and 4 Italian centers were included. Cardiac uptake was defined according to the Perugini classification: 0=absent cardiac uptake; 1=mild uptake less than bone; 2=moderate uptake equal to bone; and 3=high uptake greater than bone. Extent of right ventricular (RV) uptake was defined as focal (basal segment of the RV free wall only) or diffuse (extending beyond basal segment) on the basis of SPECT imaging. The primary outcome was all-cause mortality. RESULTS: Among 1422 patients with ATTR-CM, RV uptake accompanying left ventricular uptake was identified by SPECT imaging in 100% of cases at diagnosis. Median follow-up in the whole cohort was 34 months (interquartile range, 21 to 50 months), and 494 patients died. By Kaplan-Meier analysis, diffuse RV uptake on SPECT imaging (n=936) was associated with higher all-cause mortality compared with focal (n=486) RV uptake (77.9% versus 22.1%; P<0.001), whereas Perugini grade was not associated with survival (P=0.27 in grade 2 versus grade 3). On multivariable analysis, after adjustment for age at diagnosis (hazard ratio [HR], 1.03 [95% CI, 1.02-1.04]; P<0.001), presence of the p.(V142I) TTR variant (HR, 1.42 [95% CI, 1.20-1.81]; P=0.004), National Amyloidosis Centre stage (each category, P<0.001), stroke volume index (HR, 0.99 [95% CI, 0.97-0.99]; P=0.043), E/e' (HR, 1.02 [95% CI, 1.007-1.03]; P=0.004), right atrial area index (HR, 1.05 [95% CI, 1.02-1.08]; P=0.001), and left ventricular global longitudinal strain (HR, 1.06 [95% CI, 1.03-1.09]; P<0.001), diffuse RV uptake on SPECT imaging (HR, 1.60 [95% CI, 1.26-2.04]; P<0.001) remained an independent predictor of all-cause mortality. The prognostic value of diffuse RV uptake was maintained across each National Amyloidosis Centre stage and in both wild-type and hereditary ATTR-CM (P<0.001 and P=0.02, respectively). CONCLUSIONS: Diffuse RV uptake of bone tracer on SPECT imaging is associated with poor outcomes in patients with ATTR-CM and is an independent prognostic marker at diagnosis.


Subject(s)
Cardiomyopathies , Humans , Cardiomyopathies/diagnosis , Prealbumin/genetics , Prognosis , Tomography, Emission-Computed, Single-Photon
2.
Am Heart J ; 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38848985

ABSTRACT

BACKGROUND: It remains unclear today whether risk scores created specifically to predict early mortality after cardiac operations for infective endocarditis (IE) outperform or not the European System for Cardiac Operative Risk Evaluation II (EuroSCORE II). METHODS: Perioperative data and outcomes from a European multicenter series of patients undergoing surgery for definite IE were retrospectively reviewed. Only the cases with known pathogen and without missing values for all considered variables were retained for analyses. A comparative validation of EuroSCORE II and five specific risk scores for early mortality after surgery for IE - (1) STS-IE (Society of Thoracic Surgeons for IE); (2) PALSUSE (Prosthetic valve, Age ≥70, Large intra-cardiac destruction, Staphylococcus spp, Urgent surgery, Sex (female), EuroSCORE ≥10); (3) ANCLA (Anemia, New York Heart Association class IV, Critical state, Large intra-cardiac destruction, surgery on thoracic Aorta); (4) AEPEI II (Association pour l'Étude et la Prévention de l'Endocardite Infectieuse II); (5) APORTEI (Análisis de los factores PROnósticos en el Tratamiento quirúrgico de la Endocarditis Infecciosa) - was carried out using calibration plot and receiver-operating characteristic curve analysis. Areas under the curve (AUCs) were compared 1:1 according to the Hanley-McNeil's method. The agreement between APORTEI score and EuroSCORE II of the 30-day mortality prediction after surgery was also appraised. RESULTS: A total of 1,012 patients from five European university-affiliated centers underwent 1,036 cardiac operations, with a 30-day mortality after surgery of 9.7%. All IE-specific risk scores considered achieved better results than EuroSCORE II in terms of calibration; AEPEI II and APORTEI score showed the best performances. Despite poor calibration, EuroSCORE II overcame in discrimination every specific risk score (AUC, 0.751 vs. 0.693 or less, p=0.01 or less). For a higher/lesser than 20% expected mortality, the agreement of prediction between APORTEI score and EuroSCORE II was 86%. CONCLUSION: EuroSCORE II discrimination for 30-day mortality after surgery for IE was higher than five established IE-specific risk scores. AEPEI II and APORTEI score showed the best results in terms of calibration.

3.
Value Health ; 27(7): 897-906, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38548178

ABSTRACT

OBJECTIVES: This study aims to show the application of flexible statistical methods in real-world cost-effectiveness analyses applied in the cardiovascular field, focusing specifically on the use of proprotein convertase subtilisin-kexin type 9 inhibitors for hyperlipidemia. METHODS: The proposed method allowed us to use an electronic health database to emulate a target trial for cost-effectiveness analysis using multistate modeling and microsimulation. We formally established the study design and provided precise definitions of the causal measures of interest while also outlining the assumptions necessary for accurately estimating these measures using the available data. Additionally, we thoroughly considered goodness-of-fit assessments and sensitivity analyses of the decision model, which are crucial to capture the complexity of individuals' healthcare pathway and to enhance the validity of this type of health economic models. RESULTS: In the disease model, the Markov assumption was found to be inadequate, and a "time-reset" timescale was implemented together with the use of a time-dependent variable to incorporate past hospitalization history. Furthermore, the microsimulation decision model demonstrated a satisfying goodness of fit, as evidenced by the consistent results obtained in the short-term horizon compared with a nonmodel-based approach. Notably, proprotein convertase subtilisin-kexin type 9 inhibitors revealed their favorable cost-effectiveness only in the long-term follow-up, with a minimum willingness to pay of 39 000 Euro/life years gained. CONCLUSIONS: The approach demonstrated its significant utility in several ways. Unlike nonmodel-based or alternative model-based methods, it enabled to (1) investigate long-term cost-effectiveness comprehensively, (2) use an appropriate disease model that aligns with the specific problem under study, and (3) conduct subgroup-specific cost-effectiveness analyses to gain more targeted insights.


Subject(s)
Cost-Benefit Analysis , Models, Economic , PCSK9 Inhibitors , Humans , Quality-Adjusted Life Years , Hyperlipidemias/drug therapy , Hyperlipidemias/economics , Computer Simulation , Markov Chains , Male , Female , Middle Aged , Aged , Proprotein Convertase 9
4.
BMC Public Health ; 24(1): 1808, 2024 Jul 06.
Article in English | MEDLINE | ID: mdl-38971775

ABSTRACT

BACKGROUND: Single-pill combination (SPC) of three antihypertensive drugs has been shown to improve adherence to therapy compared with free combinations, but little is known about its long-term costs and health consequences. This study aimed to evaluate the lifetime cost-effectiveness profile of a three-drug SPC of an angiotensin-converting enzyme inhibitor, a calcium-channel blocker, and a diuretic vs the corresponding two-pill administration (a two-drug SPC plus a third drug separately) from the Italian payer perspective. METHODS: A cost-effectiveness analysis was conducted using multi-state semi-Markov modeling and microsimulation. Using the healthcare utilization database of the Lombardy Region (Italy), 30,172 and 65,817 patients aged ≥ 40 years who initiated SPC and two-pill combination, respectively, between 2015 and 2018 were identified. The observation period extended from the date of the first drug dispensation until death, emigration, or December 31, 2019. Disease and cost models were parametrized using the study cohort, and a lifetime microsimulation was applied to project costs and life expectancy for the compared strategies, assigning each of them to each cohort member. Costs and life-years gained were discounted by 3%. Probabilistic sensitivity analysis with 1,000 samples was performed to address parameter uncertainty. RESULTS: Compared with the two-pill combination, the SPC increased life expectancy by 0.86 years (95% confidence interval [CI] 0.61-1.14), with a mean cost differential of -€12 (95% CI -9,719-8,131), making it the dominant strategy (ICER = -14, 95% CI -€15,871-€7,113). The cost reduction associated with the SPC was primarily driven by savings in hospitalization costs, amounting to €1,850 (95% CI 17-7,813) and €2,027 (95% CI 19-8,603) for patients treated with the SPC and two-pill combination, respectively. Conversely, drug costs were higher for the SPC (€3,848, 95% CI 574-10,640 vs. €3,710, 95% CI 263-11,955). The cost-effectiveness profile did not significantly change according to age, sex, and clinical status. CONCLUSIONS: The SPC was projected to be cost-effective compared with the two-pill combination at almost all reasonable willingness-to-pay thresholds. As it is currently prescribed to only a few patients, the widespread use of this strategy could result in benefits for both patients and the healthcare system.


Subject(s)
Antihypertensive Agents , Cost-Benefit Analysis , Hypertension , Humans , Antihypertensive Agents/economics , Antihypertensive Agents/administration & dosage , Antihypertensive Agents/therapeutic use , Male , Female , Middle Aged , Aged , Italy , Hypertension/drug therapy , Adult , Drug Combinations , Angiotensin-Converting Enzyme Inhibitors/economics , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Calcium Channel Blockers/economics , Calcium Channel Blockers/therapeutic use , Calcium Channel Blockers/administration & dosage , Markov Chains , Drug Therapy, Combination , Aged, 80 and over , Computer Simulation , Diuretics/administration & dosage , Diuretics/economics , Diuretics/therapeutic use
5.
BMC Med Res Methodol ; 23(1): 169, 2023 07 22.
Article in English | MEDLINE | ID: mdl-37481514

ABSTRACT

BACKGROUND: Machine learning (ML) methods to build prediction models starting from electrocardiogram (ECG) signals are an emerging research field. The aim of the present study is to investigate the performances of two ML approaches based on ECGs for the prediction of new-onset atrial fibrillation (AF), in terms of discrimination, calibration and sample size dependence. METHODS: We trained two models to predict new-onset AF: a convolutional neural network (CNN), that takes as input the raw ECG signals, and an eXtreme Gradient Boosting model (XGB), that uses the signal's extracted features. A penalized logistic regression model (LR) was used as a benchmark. Discrimination was evaluated with the area under the ROC curve, while calibration with the integrated calibration index. We investigated the dependence of models' performances on the sample size and on class imbalance corrections introduced with random under-sampling. RESULTS: CNN's discrimination was the most affected by the sample size, outperforming XGB and LR only around n = 10.000 observations. Calibration showed only a small dependence on the sample size for all the models considered. Balancing the training set with random undersampling did not improve discrimination in any of the models. Instead, the main effect of imbalance corrections was to worsen the models' calibration (for CNN, integrated calibration index from 0.014 [0.01, 0.018] to 0.17 [0.16, 0.19]). The sample size emerged as a fundamental point for developing the CNN model, especially in terms of discrimination (AUC = 0.75 [0.73, 0.77] when n = 10.000, AUC = 0.80 [0.79, 0.81] when n = 150.000). The effect of the sample size on the other two models was weaker. Imbalance corrections led to poorly calibrated models, for all the approaches considered, reducing the clinical utility of the models. CONCLUSIONS: Our results suggest that the choice of approach in the analysis of ECG should be based on the amount of data available, preferring more standard models for small datasets. Moreover, imbalance correction methods should be avoided when developing clinical prediction models, where calibration is crucial.


Subject(s)
Atrial Fibrillation , Humans , Atrial Fibrillation/diagnosis , Calibration , Electrocardiography , Benchmarking , Machine Learning
6.
Am Heart J ; 246: 117-124, 2022 04.
Article in English | MEDLINE | ID: mdl-35045326

ABSTRACT

BACKGROUND: Typical late gadolinium enhancement (LGE) patterns in dilated cardiomyopathy (DCM) include intramyocardial and subepicardial distribution. However, the ischemic pattern of LGE (subendocardial and transmural) has also been reported in DCM without coronary artery disease (CAD), but its correlates and prognostic significance are still not known. On these bases, this study sought to describe the prevalence and prognostic significance of the ischemic LGE pattern in DCM. METHODS: A total of 611 DCM patients with available cardiac magnetic resonance were retrospectively analyzed. A composite of all-cause-death, major ventricular arrhythmias (MVAs), heart transplantation (HTx) or ventricular assist device (VAD) implantation was the primary outcome of the study. Secondary outcomes were a composite of sudden cardiac death or MVAs and a composite of death for refractory heart failure, HTx or VAD implantation. RESULTS: Ischemic LGE was found in 7% of DCM patients without significant CAD or history of myocardial infarction, most commonly inferior/inferolateral/anterolateral. Compared to patients with non-ischemic LGE, those with ischemic LGE had higher prevalence of hypertension and atrial fibrillation or flutter. Ischemic LGE was associated with worse long-term outcomes compared to non-ischemic LGE (36% vs 23% risk of primary outcome events at 5 years respectively, P = .006), and remained an independent predictor of primary outcome after adjustment for clinically and statistically significant variables (adjusted hazard ratio 2.059 [1.055-4.015], P = .034 with respect to non-ischemic LGE). CONCLUSIONS: The ischemic pattern of LGE is not uncommon among DCM patients without CAD and is independently associated with worse long-term outcomes.


Subject(s)
Cardiomyopathy, Dilated , Gadolinium , Cardiomyopathy, Dilated/diagnostic imaging , Cardiomyopathy, Dilated/epidemiology , Contrast Media , Humans , Magnetic Resonance Imaging, Cine , Predictive Value of Tests , Prevalence , Prognosis , Retrospective Studies
7.
Eur J Clin Invest ; 52(10): e13815, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35598175

ABSTRACT

BACKGROUND: Prognostic stratification of acute myocarditis (AM) presenting with normal left ventricular ejection fraction (LVEF) relies mostly on late gadolinium enhancement (LGE) characterization. Left ventricular peak global longitudinal strain (LV-GLS) measured by feature tracking analysis might improve prognostication of AM presenting with normal LVEF. METHODS: Data of patients undergoing cardiac magnetic resonance (CMR) for clinically suspected AM in seven European Centres (2013-2020) were retrospectively analysed. Patients with AM confirmed by CMR and LVEF ≥50% were included. LGE was visually characterized: localized versus. non-localized, subepicardial versus midwall. LV-GLS was measured by dedicated software. The primary outcome was the first occurrence of an adverse cardiovascular event (ACE) including cardiac death, life-threatening arrhythmias, development of heart failure or of LVEF <50%. RESULTS: Of 389 screened patients, 256 (66%) fulfilled inclusion criteria: median age 36 years, 71% males, median LVEF 60%, median LV-GLS -17.3%. CMR was performed at 4 days from hospitalization. At 27 months, 24 (9%) patients experienced ≥1 ACE (71% developed LVEF <50%). Compared to the others, they had lower median LV-GLS values (-13.9% vs. -17.5%, p = .001). At Kaplan-Meier analysis, impaired LV-GLS (both considered as > -20% or quartiles), non-localized and midwall LGE were associated with ACEs. Patients with LV-GLS ≤-20% did not experience ACEs. LV-GLS remained associated with ACEs after adjustment for non-localized and midwall LGE. CONCLUSION: In AM presenting with LVEF ≥50%, LV-GLS provides independent prognostic value over LGE characterization, improving risk stratification and representing a rationale for further studies of therapy in this cohort.


Subject(s)
Myocarditis , Ventricular Function, Left , Adult , Contrast Media , Female , Gadolinium , Humans , Magnetic Resonance Imaging, Cine , Magnetic Resonance Spectroscopy , Male , Myocarditis/diagnostic imaging , Predictive Value of Tests , Prognosis , Retrospective Studies , Stroke Volume
8.
Biom J ; 64(8): 1374-1388, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36058642

ABSTRACT

In many clinical applications to evaluate the effect of a treatment, randomized control trials are difficult to carry out. On the other hand, clinical observational registries are often available and they contain longitudinal data regarding clinical parameters, drug therapies, and outcomes. In the past, much research has addressed causal methods to estimate treatment effects from observational studies. In the context of time-varying treatments, marginal structural models are often used. However, most analyses have focused on binary outcomes or time-to-the-first event analyses. The novelty of our approach is to combine the marginal structural methodology with the case where correlated recurrent events and survival are the outcomes of interest. Our work focuses on solving the nontrivial problem of defining the measures of effect, specifying the model for the time-dependent weights and the model to estimate the outcome, implementing them, and finally estimating the final treatment effects in this life-history setting. Our approach provides a strategy that allows obtaining treatment effect estimates both on the recurrent events and the survival with a clear causal and clinical interpretation. At the same time, the strategy we propose is based on flexible modeling choices such as the use of joint models to capture the correlation within events from the same subject and the specification of time-dependent treatment effects. The clinical problem which motivated our work is the evaluation of the treatment effect of beta-blockers in arrhythmogenic right ventricular cardiomyopathy (ARVC/D), and the dataset comes from the Trieste Heart Muscle Disease Registry.


Subject(s)
Cardiomyopathies , Registries
9.
J Biomed Inform ; 121: 103876, 2021 09.
Article in English | MEDLINE | ID: mdl-34325021

ABSTRACT

Interpretability is fundamental in healthcare problems and the lack of it in deep learning models is currently the major barrier in the usage of such powerful algorithms in the field. The study describes the implementation of an attention layer for Long Short-Term Memory (LSTM) neural network that provides a useful picture on the influence of the several input variables included in the model. A cohort of 10,616 patients with cardiovascular diseases is selected from the MIMIC III dataset, an openly available database of electronic health records (EHRs) including all patients admitted to an ICU at Boston's Medical Centre. For each patient, we consider a 10-length sequence of 1-hour windows in which 48 clinical parameters are extracted to predict the occurrence of death in the next 7 days. Inspired from the recent developments in the field of attention mechanisms for sequential data, we implement a recurrent neural network with LSTM cells incorporating an attention mechanism to identify features driving model's decisions over time. The performance of the LSTM model, measured in terms of AUC, is 0.790 (SD = 0.015). Regard our primary objective, i.e. model interpretability, we investigate the role of attention weights. We find good correspondence with driving predictors of a transparent model (r = 0.611, 95% CI [0.395, 0.763]). Moreover, most influential features identified at the cohort-level emerge as known risk factors in the clinical context. Despite the limitations of study dataset, this work brings further evidence of the potential of attention mechanisms in making deep learning model more interpretable and suggests the application of this strategy for the sequential analysis of EHRs.


Subject(s)
Deep Learning , Electronic Health Records , Hospitalization , Humans , Intensive Care Units , Neural Networks, Computer
10.
Heart Lung Circ ; 30(12): 1846-1853, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34393047

ABSTRACT

BACKGROUND: Patients with ST-elevation myocardial infarction (STEMI) with multivessel disease (MVD) may be treated with different revascularisation strategies. However, the potential predictors of outcomes on top of different revascularisation strategies are poorly studied. This study aimed to evaluate the prognostic impact of two different revascularisation strategies and the potential impact of medical therapy. METHODS: Using a propensity score approach, the impact of two treatment strategies was analysed -staged non-culprit revascularisation group vs culprit-lesion-only percutaneous coronary intervention (PCI) group -- on a composite outcome of cardiovascular death (CVD), myocardial infarction, and repeated revascularisation. Moreover, models were further adjusted for medication at discharge. RESULTS: Among 1,385 STEMI patients treated with primary PCI, a subgroup of 433 with MVD was analysed. At the median follow-up of 41 (IQR, 21-65) months, after propensity-score adjustment, the multivariable Cox proportional hazard analysis showed that the staged non-culprit revascularisation group was associated with a lower composite endpoint (HR, 0.44; 95% CI, 0.24-0.82; p=0.01), lower CVD (HR, 0.34; 95% CI, 0.14-0.82; p=0.02), and lower all-cause death (HR, 0.46; 95% CI, 0.24-0.86; p=0.02). Use of renin-angiotensin inhibitors was associated with lower CVD (HR, 0.51; 95% CI, 0.27-0.95; p=0.03), and both renin-angiotensin inhibitors (HR, 0.52; 95% CI, 0.32-0.86; p=0.01) and beta blockers (HR, 0.48; 95% CI, 0.29-0.79; p=0.01) were associated with lower all-cause death. CONCLUSIONS: In a real-word STEMI population with multivessel disease, staged non-culprit revascularisation was associated with lower cardiovascular mortality compared with a culprit-only PCI strategy. However, both revascularisation and medical therapy played a role in the improvement of mortality outcomes. Medical therapy amplified the benefit of myocardial revascularisation.


Subject(s)
Coronary Artery Disease , Myocardial Infarction , Percutaneous Coronary Intervention , ST Elevation Myocardial Infarction , Coronary Artery Disease/surgery , Humans , Myocardial Revascularization , ST Elevation Myocardial Infarction/diagnosis , ST Elevation Myocardial Infarction/surgery , Treatment Outcome
11.
Am J Emerg Med ; 38(6): 1195-1198, 2020 06.
Article in English | MEDLINE | ID: mdl-32139214

ABSTRACT

BACKGROUND: The impact of patient delay on left ventricular ejection fraction (LVEF), when system delay has performance that meets the current recommended guidelines, is poorly investigated. METHODS: We evaluated a cohort of STEMI patients treated with primary percutaneous coronary intervention (pPCI) and with an ECG STEMI diagnosis to wire crossing time (ETW) ≤120 min. Independent predictors of pre-discharge decreased LVEF (≤45%) were analyzed. RESULTS: 490 STEMI patients with both ETW time ≤120 min and available pre-discharge LVEF were evaluated. Mean age was 64.2 ± 12 years, 76.2% were male, 19.5% were diabetics, 42.7% had and anterior myocardial infarction (MI), and 9.8% were in Killip class III-IV. Median time of patient's response to initial symptoms (patient delay) was 58,5 (IQR 30;157) minutes and median ETW time was 78 (IQR 62-95) minutes. 115 patients (23.4%) had pre-discharge LVEF ≤45%. At multivariable analysis independent predictors of decreased LVEF (≤45%) were anterior MI (OR 4,659, 95% CI 2,618-8,289, p < 0,001), Killip class (OR 1,449, 95% CI 1,090-1,928, p = 0,011) and patients delay above the median (OR 2,030, 95% CI 1,151-3.578, p = 0,014). These independent predictors were confirmed in patients with ETW time ≤90 min. CONCLUSIONS: When system delay meets the recommended criteria for pPCI, patient delay becomes an independent predictor of pre-discharge LVEF. These findings provide further insights into the potential optimization of STEMI management and identify a target that needs to be improved, considering that still a significant proportion of patients continue to delay seeking medical care.


Subject(s)
Percutaneous Coronary Intervention/standards , ST Elevation Myocardial Infarction/complications , Time Factors , Time-to-Treatment/statistics & numerical data , Ventricular Dysfunction, Left/etiology , Aged , Analysis of Variance , Female , Humans , Italy/epidemiology , Male , Middle Aged , Percutaneous Coronary Intervention/methods , Percutaneous Coronary Intervention/statistics & numerical data , ST Elevation Myocardial Infarction/physiopathology , ST Elevation Myocardial Infarction/therapy , Ventricular Dysfunction, Left/epidemiology , Ventricular Dysfunction, Left/prevention & control
12.
Pediatr Cardiol ; 41(5): 1051-1057, 2020 Jun.
Article in English | MEDLINE | ID: mdl-32372107

ABSTRACT

Adult patients with simple congenital heart disease (sACHD) represent an expanding population vulnerable to atrial arrhythmias (AA). CHA2DS2-VASc score estimates thromboembolic risk in non-valvular atrial fibrillation patients. We investigated the prognostic role of CHA2DS2-VASc score in a non-selected sACHD population regardless of cardiac rhythm. Between November 2009 and June 2018, 427 sACHD patients (377 in sinus rhythm, 50 in AA) were consecutively referred to our ACHD service. Cardiovascular hospitalization and/or all-cause death were considered as composite primary end-point. Patients were divided into group A with CHA2DS2-VASc score = 0 or 1 point, and group B with a score greater than 1 point. Group B included 197 patients (46%) who were older with larger prevalence of cardiovascular risk factors than group A. During a mean follow-up of 70 months (IQR 40-93), primary end-point occurred in 94 patients (22%): 72 (37%) in group B and 22 (10%, p < 0.001) in group A. Rate of death for all causes was also significantly higher in the group B than A (22% vs 2%, respectively, p < 0.001). Multivariable Cox regression analysis revealed that CHA2DS2-VASc score was independently related to the primary end-point (HR 1.84 [1.22-2.77], p = 0.004) together with retrospective AA, stroke/TIA/peripheral thromboembolism and diabetes. Furthermore, CHA2DS2-VASc score independently predicted primary end-point in the large subgroup of 377 patients with sinus rhythm (HR 2.79 [1.54-5.07], p = 0.01). In conclusion, CHA2DS2-VASc score accurately stratifies sACHD patients with different risk for adverse clinical events in the long term regardless of cardiac rhythm.


Subject(s)
Heart Defects, Congenital/complications , Adult , Aged , Aged, 80 and over , Atrial Fibrillation/complications , Atrial Fibrillation/etiology , Death , Decision Support Techniques , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies , Risk Assessment/methods , Risk Factors
13.
Eur Heart J ; 40(8): 678-685, 2019 02 21.
Article in English | MEDLINE | ID: mdl-30060037

ABSTRACT

AIMS: To evaluate the long-term clinical impact of the application of cardiac rehabilitation (CR) early after discharge in a real-world population. METHODS AND RESULTS: We analysed the 5-year incidence of cardiovascular mortality and hospitalization for cardiovascular causes in two populations, attenders vs. non-attenders to an ambulatory CR program which were consecutively discharged from two tertiary hospitals, after ST-elevation myocardial infarction, non-ST-elevation myocardial infarction, coronary artery bypass graft, or planned percutaneous coronary intervention. A primary analysis using multivariable regression model and a secondary analysis using the propensity score approach were performed. Between 1 January 2009 and 31 December 2010, 839 patients attended a CR program planned at discharged, while 441 patients were discharged from Cardiovascular Department without any program of CR. During follow-up, the incidence of cardiovascular mortality was 6% in both groups (P = 0.62). The composite outcome of hospitalizations for cardiovascular causes and cardiovascular mortality were lower in CR group compared to no-CR group (18% vs. 30%, P < 0.001) and was driven by lower hospitalizations for cardiovascular causes (15 vs. 27%, P < 0.001). At multivariable Cox proportional hazard analysis, CR program was independent predictor of lower occurrence of the composite outcome (hazard ratio 0.58, 95% confidence interval 0.43-0.77; P < 0.001), while in the propensity-matched analysis CR group experienced also a lower total mortality (10% vs. 19%, P = 0.002) and cardiovascular mortality (2% vs. 7%, P = 0.008) compared to no-CR group. CONCLUSION: This study showed, in a real-world population, the positive effects of ambulatory CR program in improving clinical outcomes and highlights the importance of a spread use of CR in order to reduce cardiovascular hospitalizations and cardiovascular mortality during a long-term follow-up.


Subject(s)
Cardiac Rehabilitation , Cardiovascular Diseases/mortality , Coronary Artery Bypass/rehabilitation , Myocardial Infarction/rehabilitation , Aged , Coronary Artery Disease/rehabilitation , Coronary Artery Disease/surgery , Female , Follow-Up Studies , Hospitalization , Humans , Incidence , Male , Middle Aged , Multivariate Analysis , Percutaneous Coronary Intervention , Propensity Score , Regression Analysis
14.
Crit Care Med ; 46(9): 1421-1429, 2018 09.
Article in English | MEDLINE | ID: mdl-29742588

ABSTRACT

OBJECTIVES: To derive and validate a predictive algorithm integrating a nomogram-based prediction of the pretest probability of infection with a panel of serum biomarkers, which could robustly differentiate sepsis/septic shock from noninfectious systemic inflammatory response syndrome. DESIGN: Multicenter prospective study. SETTING: At emergency department admission in five University hospitals. PATIENTS: Nine-hundred forty-seven adults in inception cohort and 185 adults in validation cohort. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A nomogram, including age, Sequential Organ Failure Assessment score, recent antimicrobial therapy, hyperthermia, leukocytosis, and high C-reactive protein values, was built in order to take data from 716 infected patients and 120 patients with noninfectious systemic inflammatory response syndrome to predict pretest probability of infection. Then, the best combination of procalcitonin, soluble phospholipase A2 group IIA, presepsin, soluble interleukin-2 receptor α, and soluble triggering receptor expressed on myeloid cell-1 was applied in order to categorize patients as "likely" or "unlikely" to be infected. The predictive algorithm required only procalcitonin backed up with soluble phospholipase A2 group IIA determined in 29% of the patients to rule out sepsis/septic shock with a negative predictive value of 93%. In a validation cohort of 158 patients, predictive algorithm reached 100% of negative predictive value requiring biomarker measurements in 18% of the population. CONCLUSIONS: We have developed and validated a high-performing, reproducible, and parsimonious algorithm to assist emergency department physicians in distinguishing sepsis/septic shock from noninfectious systemic inflammatory response syndrome.


Subject(s)
Algorithms , Sepsis/blood , Sepsis/diagnosis , Systemic Inflammatory Response Syndrome/blood , Systemic Inflammatory Response Syndrome/diagnosis , Aged , Aged, 80 and over , Biomarkers/blood , Diagnosis, Differential , Emergency Service, Hospital , Female , Humans , Male , Middle Aged , Nomograms , Patient Admission , Prospective Studies
15.
Europace ; 20(FI1): f20-f29, 2018 06 01.
Article in English | MEDLINE | ID: mdl-28633348

ABSTRACT

Aims: The arrhythmic risk stratification of arrhythmogenic right ventricular cardiomyopathy (ARVC) remains controversial. We evaluated the long-term distribution of life-threatening arrhythmic events assessing the impact of periodical risk reassessment. Methods and results: Ninety-eight ARVC patients with no previous major ventricular arrhythmias were retrospectively analysed. Patients were assessed at baseline, at 22 [inter-quartile range (IQR) 16-26], 49 (IQR 41-55) and 97 months (IQR 90-108). The primary endpoint was a composite of sudden cardiac death, ventricular fibrillation, sustained ventricular tachycardia or appropriate implanted cardioverter-defibrillator intervention. During a median follow-up of 91 months (IQR 34-222) 28 patients (29%) experienced the composite endpoint. The median time for the primary event was 35 months (IQR 18-86 months), and 39% of events occurred beyond 49 months of follow-up. History of syncope (HR 4.034; 95% CI, 1.488 to 10.932; P-value = 0.006), non-sustained ventricular tachycardia (NSVT; HR 3.534; 95% CI 1.265-9.877; P-value = 0.016), premature ventricular contractions (PVC) >1000/24h (HR 2.761; 95% CI 1.120-6.807; P-value = 0.027), and right ventricular fractional area change (RVFAC; HR 0.945; 95% CI 0.906-0.985; P-value = 0.008) were found as independent predictors at baseline multivariate analysis. Nevertheless, when the prognostic impact of each variable was reassessed overtime only NSVT (HR 3.282; 95% CI, 1.122 to 9.598, P-value = 0.023) and RVFAC (HR 0.351, 95% CI, 0.157 to 0.780; P-value = 0.010) remained independent predictors throughout the whole follow-up. Conclusion: In our cohort of ARVC patients only NSVT and RVFAC maintained their independent prognostic impact in predicting arrhythmic events during the long-term follow-up. Periodical re-assessment of risk in these patients is strongly recommended.


Subject(s)
Action Potentials , Arrhythmogenic Right Ventricular Dysplasia/complications , Heart Rate , Heart Ventricles/physiopathology , Tachycardia, Ventricular/etiology , Ventricular Fibrillation/etiology , Action Potentials/drug effects , Adult , Anti-Arrhythmia Agents/therapeutic use , Arrhythmogenic Right Ventricular Dysplasia/diagnosis , Arrhythmogenic Right Ventricular Dysplasia/physiopathology , Arrhythmogenic Right Ventricular Dysplasia/therapy , Death, Sudden, Cardiac/etiology , Death, Sudden, Cardiac/prevention & control , Defibrillators, Implantable , Electric Countershock/instrumentation , Electrocardiography , Female , Heart Rate/drug effects , Heart Ventricles/drug effects , Humans , Male , Middle Aged , Predictive Value of Tests , Registries , Retrospective Studies , Risk Assessment , Risk Factors , Tachycardia, Ventricular/diagnosis , Tachycardia, Ventricular/physiopathology , Tachycardia, Ventricular/prevention & control , Time Factors , Treatment Outcome , Ventricular Fibrillation/diagnosis , Ventricular Fibrillation/physiopathology , Ventricular Fibrillation/prevention & control , Young Adult
16.
Clin Lab ; 64(6): 1097-1100, 2018 Jun 01.
Article in English | MEDLINE | ID: mdl-29945312

ABSTRACT

BACKGROUND: Our aim was to verify if procalcitonin (PCT) measurements using the new point-of-care testing i-CHROMATM are interchangeable with those of Liaison XL. METHODS: One hundred seventeen serum samples were processed sequentially on a Liaison XL and i-CHROMATM. Statistical analysis was done using the Passing-Bablok regression, Bland-Altman test, and Cohen's Kappa statistic. RESULTS: Proportional and constant differences were observed between i-CHROMATM and Liaison XL. The 95% CI of the mean bias% was very large, exceeding the maximum allowable TE% and the clinical reference change value. However, the concordance between methods at the clinical relevant cutoffs was strong, with the exception of the 0.25 ng/mL cutoff which was moderate. CONCLUSIONS: Our data suggest that i-CHROMATM is not interchangeable with Liaison XL. However, while the strong concordance at the clinical relevant cutoffs allows us to consider i-CHROMATM a suitable option to Liaison XL to support clinicians' decision-making; nevertheless, the moderate agreement at the 0.25 ng/mL cutoff recommends caution in interpreting the data around this cutoff.


Subject(s)
Automation, Laboratory/instrumentation , Automation, Laboratory/methods , Point-of-Care Testing , Procalcitonin/blood , Automation, Laboratory/standards , Humans , Quality Control , Reference Values , Reproducibility of Results
17.
Arch Orthop Trauma Surg ; 138(3): 351-359, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29273922

ABSTRACT

BACKGROUND: Cut-out is the most common mechanical complication of the osteosynthesis of pertrochanteric fractures. This complication determines a significant increase in morbidity in elderly patient. Cut-out is defined as the varus collapse of the femoral head-neck fragment with the extrusion of the cephalic screw. Surgical treatment of cut-out might lead to further complications, longer rehabilitation, increased social burden and healthcare system costs. The aim of the study is to identify the predictors of cut-out to prevent its occurrence. MATERIALS AND METHODS: Study population included all patients affected by extracapsular fracture of the proximal femur who were admitted and treated with short cephalomedullary nailing at the Cattinara Hospital-ASUITS of Trieste between 2009 and 2014. A retrospective analysis of clinical and radiographic data was carried out and cut-out cases recorded. The data collected on the study population were analyzed to find an eventual correlation with the occurrence of cut-out. The independent variables were age, gender, side of the fracture, ASA class, Evans classification, nailing system, quality of reduction, TAD, CalTAD, and Parker ratio. RESULTS: The study population counted 813 cases, with an F:M ratio of 4:1 and a mean age of 84.7 years. The cut-out was recorded in 18 cases (2.2%). There was no statistically significant association between cut-out and age, sex, side of fracture, ASA class, and nailing system. The Evans classification, the quality of reduction, the TAD, the CalTAD, and the Parker's ratio demonstrated a significant correlation at univariate analysis with cut-out. The results of multivariate analysis confirmed that TAD, Parker AP, and quality of reduction were independently significantly correlated to cut-out. CONCLUSION: The results of the present study demonstrate that good quality of reduction and correct position of the lag screw are likely to decrease the risk of cut-out complication. A nomogram for cut-out prediction is proposed for clinical validation.


Subject(s)
Bone Screws/adverse effects , Fracture Fixation, Intramedullary/adverse effects , Hip Fractures/surgery , Aged , Aged, 80 and over , Female , Hip Fractures/diagnostic imaging , Humans , Male , Middle Aged , Multivariate Analysis , Retrospective Studies
19.
J Heart Valve Dis ; 25(1): 28-38, 2016 01.
Article in English | MEDLINE | ID: mdl-27989081

ABSTRACT

BACKGROUND AND AIM OF THE STUDY: Patients with asymptomatic aortic stenosis (AS) may have left ventricular systolic dysfunction (LVSD) defined as an impairment of the circumferential and/or longitudinal (C&L) myocardial fibers, despite a preserved left ventricular ejection fraction (LVEF). An assessment was made as to whether the combined LVSD of C&L fibers has a prognostic impact in asymptomatic AS. METHODS: A total of 200 asymptomatic AS patients was analyzed. Midwall shortening and mitral annular peak systolic velocity were considered as indices of C&L function and classified as low if <16.5% and <8.5 cm/s, respectively. The primary outcome was a composite of major cardiovascular events (MACE), including aortic valve-related and ischemic cardiovascular-related events. RESULTS: During a 25-month follow up period, MACE occurred in 69 patients (35%),while 46 of 72 patients (64%) had C&L LVSD and 23 of 128 patients (18%) had not (p <0.001). Cox analysis identified C&L LVSD as an independent MACE predictor, together with aortic transvalvular peak gradient, E/E' ratio and excessive left ventricular mass. C&L-LVSD also predicted the occurrence of aortic valve-related events and ischemic cardiovascular-related events analyzed separately. A receiver operating characteristic curve analysis showed that the area under the curve (AUC) for C&L LVSD in predicting MACE was 0.77, significantly higher (p = 0.002, z-statistic) than the AUCs of C&L fibers considered individually (0.64 and 0.63, respectively). CONCLUSION: C&L-LVSD provides additional prognostic information into traditional risk factors for patients with asymptomatic AS.


Subject(s)
Aortic Valve Stenosis/diagnostic imaging , Aortic Valve Stenosis/physiopathology , Echocardiography , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology , Aged , Aged, 80 and over , Aortic Valve Stenosis/diagnosis , Body Mass Index , Case-Control Studies , Follow-Up Studies , Humans , Predictive Value of Tests , Prognosis , Prospective Studies , Risk Factors , Sensitivity and Specificity , Stroke Volume
20.
Cardiovasc Ultrasound ; 14(1): 21, 2016 Jun 01.
Article in English | MEDLINE | ID: mdl-27246240

ABSTRACT

BACKGROUND: Tissue Doppler Imaging (TDI) is a sensible and feasible method to detect longitudinal left ventricular (LV) systolic dysfunction (LVSD) in patients with diabetes mellitus, hypertension or ischemic heart disease. In this study, we hypothesized that longitudinal LVSD assessed by TDI predicted inducible myocardial ischemia independently of other echocardiographic variables (assessed as coexisting potential markers) in patients at increased cardiovascular (CV) risk. METHODS: Two hundred one patients at high CV risk defined according to the ESC Guidelines 2012 underwent exercise stress echocardiography (ExSEcho) for primary prevention. Echocardiographic parameters were measured at rest and peak exercise. RESULTS: ExSEcho classified 168 (83.6 %) patients as non-ischemic and 33 (16,4 %) as ischemic. Baseline clinical characteristics were similar between the groups, but ischemic had higher blood pressure, received more frequently beta-blockers and antiplatelet agents than non-ischemic patients. The former had greater LV size, lower relative wall thickness and higher left atrial systolic force (LASF) than the latter. LV systolic longitudinal function (measure as peak S') was significantly lower in ischemic than non-ischemic patients (8.7 ± 2.1 vs 9.7 ± 2.7 cm/sec, p = 0.001). The factors independently related to myocardial ischemia at multivariate logistic analysis were: lower peak S', higher LV circumferential end-systolic stress and LASF. CONCLUSIONS: In asymptomatic patients at increased risk for adverse CV events baseline longitudinal LVSD together with higher LV circumferential end-systolic stress and LASF were the factors associated with myocardial ischemia induced by ExSEcho. The assessment of these factors at standard echocardiography might help the physicians for improving the risk stratification among these patients for ExSEcho.


Subject(s)
Echocardiography, Doppler/methods , Echocardiography, Stress/methods , Myocardial Ischemia/diagnosis , Ventricular Function, Left/physiology , Aged , Exercise Test , Female , Humans , Male , Myocardial Ischemia/etiology , Myocardial Ischemia/physiopathology , Retrospective Studies
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