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1.
Sensors (Basel) ; 24(7)2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38610410

ABSTRACT

Frameworks for human activity recognition (HAR) can be applied in the clinical environment for monitoring patients' motor and functional abilities either remotely or within a rehabilitation program. Deep Learning (DL) models can be exploited to perform HAR by means of raw data, thus avoiding time-demanding feature engineering operations. Most works targeting HAR with DL-based architectures have tested the workflow performance on data related to a separate execution of the tasks. Hence, a paucity in the literature has been found with regard to frameworks aimed at recognizing continuously executed motor actions. In this article, the authors present the design, development, and testing of a DL-based workflow targeting continuous human activity recognition (CHAR). The model was trained on the data recorded from ten healthy subjects and tested on eight different subjects. Despite the limited sample size, the authors claim the capability of the proposed framework to accurately classify motor actions within a feasible time, thus making it potentially useful in a clinical scenario.


Subject(s)
Deep Learning , Humans , Human Activities , Activities of Daily Living , Engineering , Healthy Volunteers
2.
Heart Fail Rev ; 28(3): 683-695, 2023 05.
Article in English | MEDLINE | ID: mdl-34725782

ABSTRACT

Diabetic patients frequently develop heart failure with preserved (HFpEF) or mid-range (HFmEF) cardiac ejection fractions. This condition may be secondary to diabetic cardiomyopathy or one of several relevant comorbidities, mainly hypertension. Several mechanisms link diabetes to HFpEF or HFmEF. Among these, non-enzymatic glycation of interstitial proteins, lipotoxicity, and endothelial dysfunction may promote structural damage and ultimate lead to heart failure. Findings from several large-scale trials indicated that treatment with sodium/glucose cotransporter 2 inhibitors (SGLT2-iss) resulted in significant improvements in cardiovascular outcomes in diabetic patients with high cardiovascular risk. However, there is currently some evidence that suggests a clinical advantage of using SGLT2-iss specifically in cases of HFpEF or HFmEF. Preclinical and clinical studies revealed that SGLT2-iss treatment results in a reduction in left ventricular mass and improved diastolic function. While some of the beneficial effects of SGLT2-iss have already been characterized (e.g., increased natriuresis and diuresis as well as reduced blood pressure, plasma volume, and arterial stiffness, and nephron-protective activities), there is increasing evidence suggesting that SGLT2-iss may have direct actions on the heart. These findings include SGLT2-iss-mediated reductions in the expression of hypertrophic foetal genes and diastolic myofilaments stiffness, increases in global phosphorylation of myofilament regulatory proteins (in HFpEF), inhibition of cardiac late sodium channel current and Na+/H+ exchanger activity, metabolic shifts, and effects on calcium cycling. Preliminary data from previously published studies suggest that SGLT2-iss could be useful for the treatment of HFpEF and HFmEF. Several large ongoing trials, including DELIVER AND EMPEROR -preserved have been designed to evalute the efficacy of SGLT2-iss in improving clinical outcomes in patients diagnosed with HFpEF. The goal of this manuscript is to review the use of SGLT2-iss inhibitors for HFpEF or HFmEF associated with diabetes.


Subject(s)
Diabetes Mellitus , Diabetic Cardiomyopathies , Heart Failure , Sodium-Glucose Transporter 2 Inhibitors , Humans , Stroke Volume/physiology , Ventricular Function, Left , Sodium-Glucose Transporter 2 Inhibitors/pharmacology , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Sodium-Glucose Transporter 2/metabolism , Diabetic Cardiomyopathies/drug therapy , Diabetes Mellitus/drug therapy
3.
Cardiovasc Diabetol ; 21(1): 108, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35710369

ABSTRACT

BACKGROUND: Findings from the T.O.S.CA. Registry recently reported that patients with concomitant chronic heart failure (CHF) and impairment of insulin axis (either insulin resistance-IR or diabetes mellitus-T2D) display increased morbidity and mortality. However, little information is available on the relative impact of IR and T2D on cardiac structure and function, cardiopulmonary performance, and their longitudinal changes in CHF. METHODS: Patients enrolled in the T.O.S.CA. Registry performed echocardiography and cardiopulmonary exercise test at baseline and at a patient-average follow-up of 36 months. Patients were divided into three groups based on the degree of insulin impairment: euglycemic without IR (EU), euglycemic with IR (IR), and T2D. RESULTS: Compared with EU and IR, T2D was associated with increased filling pressures (E/e'ratio: 15.9 ± 8.9, 12.0 ± 6.5, and 14.5 ± 8.1 respectively, p < 0.01) and worse right ventricular(RV)-arterial uncoupling (RVAUC) (TAPSE/PASP ratio 0.52 ± 0.2, 0.6 ± 0.3, and 0.6 ± 0.3 in T2D, EU and IR, respectively, p < 0.05). Likewise, impairment in peak oxygen consumption (peak VO2) in TD2 vs EU and IR patients was recorded (respectively, 15.8 ± 3.8 ml/Kg/min, 18.4 ± 4.3 ml/Kg/min and 16.5 ± 4.3 ml/Kg/min, p < 0.003). Longitudinal data demonstrated higher deterioration of RVAUC, RV dimension, and peak VO2 in the T2D group (+ 13% increase in RV dimension, - 21% decline in TAPSE/PAPS ratio and - 20% decrease in peak VO2). CONCLUSION: The higher risk of death and CV hospitalizations exhibited by HF-T2D patients in the T.O.S.CA. Registry is associated with progressive RV ventricular dysfunction and exercise impairment when compared to euglycemic CHF patients, supporting the pivotal importance of hyperglycaemia and right chambers in HF prognosis. Trial registration ClinicalTrials.gov identifier: NCT023358017.


Subject(s)
Diabetes Mellitus, Type 2 , Heart Failure , Insulins , Ventricular Dysfunction, Right , Diabetes Mellitus, Type 2/complications , Exercise Test/methods , Humans , Registries , Stroke Volume , Ventricular Dysfunction, Right/diagnostic imaging , Ventricular Dysfunction, Right/etiology , Ventricular Function, Right
4.
Arch Phys Med Rehabil ; 103(5): 891-898.e4, 2022 05.
Article in English | MEDLINE | ID: mdl-34740595

ABSTRACT

OBJECTIVE: To investigate the association of cardiac rehabilitation (CR) participation with all-cause mortality after a hospitalization for heart failure (HF) and to describe the characteristics and functional and clinical outcomes of HF patients undergoing inpatient CR. DESIGN: Multicenter cohort study. The association between CR participation and all-cause mortality from discharge from the acute care setting was assessed using Cox regression analysis adjusting for established prognostic factors. SETTING: Six inpatient rehabilitation facilities. PARTICIPANTS: A total of 3219 patients with HF admitted to inpatient CR between January 2013 and December 2016. Of these patients, 1455 had been transferred directly from acute care hospitals after a hospitalization for HF (CR-group 1) and 1764 had been admitted from the community due to worsening functional disability or worsening clinical conditions (CR-group 2). Serving as a control group were 633 patients not referred to CR after a hospitalization for HF served as control group (non-CR group). INTERVENTIONS: Cardiac rehabilitation. MAIN OUTCOME MEASURES: Long-term mortality. Secondary outcomes were: (1) change in functional capacity, as assessed by change in 6-minute walking distance from admission to discharge; (2) clinical outcomes of the index inpatient rehabilitation admission, including in-hospital mortality and unplanned readmission to the acute care. RESULTS: Compared with the non-CR group, the adjusted hazard ratios of mortality at 1, 3, and 5 years for CR-group 1 patients were 0.82 (range, 0.68-0.97), 0.81 (range, 0.71-0.93), and 0.80 (range, 0.70-0.91). The 6-minute walking distance increased from 230-292 meters (P<.001), and 43.4% of the patients gained >50 m improvement. Overall, 2.5% of the patients died in hospital and 4.7% of the patients experienced unplanned readmissions to acute care, with significant differences between group 1 and group 2. CONCLUSIONS: Our data show that inpatient CR is effective in improving functional capacity and suggest that inpatient CR provided in the earliest period after a hospitalization for HF is associated with long-term improved survival.


Subject(s)
Cardiac Rehabilitation , Heart Failure , Cohort Studies , Heart Failure/rehabilitation , Hospitalization , Humans , Inpatients
5.
Monaldi Arch Chest Dis ; 92(2)2021 Nov 24.
Article in English | MEDLINE | ID: mdl-34818883

ABSTRACT

Malnutrition is highly prevalent among hospitalized patients; thus, an accurate identification of malnutrition could improve the outcome of these patients. The aim of the present paper was to apply multiple methods to evaluate the prevalence of malnutrition and clinical correlates in patients admitted to in-hospital cardiac rehabilitation.  We performed a prospective study of 426 patients admitted to in-hospital cardiac rehabilitation: 282 (66.2%) had undergone a major cardiac surgery and 144 (34.8%) had experienced heart failure. The albumin level and Mini Nutritional Assessment (MNA) scores were applied to evaluate the nutritional status of these patients. Serum albumin levels were < 3.5 g/dl in 147 (34.5%) patients, and MNA scores were < 24 in 179 (42.0%) patients. Patients with malnutrition or a risk of malnutrition had lower haemoglobin values, lower EuroQol scores and poorer functional status. Female gender, age, functional status and Cumulative Illness Rating Scale severity were predictors of malnutrition. Over a median follow-up of 47 months, MNA scores <24 were associated with higher mortality, even after correction for confounding variables. In conclusion, in patients admitted to in-hospital cardiac rehabilitation, malnutrition and risk of malnutrition frequently occur and are associated with poor functional status, higher clinical complication rates and long-term mortality.


Subject(s)
Cardiac Rehabilitation , Malnutrition , Aged , Female , Geriatric Assessment , Hospitalization , Hospitals , Humans , Malnutrition/complications , Malnutrition/epidemiology , Nutrition Assessment , Prospective Studies
6.
Arch Phys Med Rehabil ; 101(5): 852-860, 2020 05.
Article in English | MEDLINE | ID: mdl-31891712

ABSTRACT

OBJECTIVE: To investigate the incremental prognostic significance of malnutrition in patients with severe poststroke disability. DESIGN: Retrospective cohort study. The patients were recruited from 3 specialized inpatient rehabilitation facilities. Nutritional status was assessed using the Prognostic Nutritional Index (PNI), which is calculated from serum albumin and total lymphocyte count. Scores >38 points reflect normal nutrition status, scores of 35-38 indicate moderate malnutrition, and scores <35 indicate severe malnutrition. The association of PNI categories with outcomes was assessed using multivariable regression analyses. SETTING: Inpatient rehabilitation facility. PARTICIPANTS: Patients (N=668) with ischemic stroke admitted to inpatient rehabilitation within 90 days from stroke occurrence and classified as Case-Mix Groups 0108, 0109, and 0110 of the current Medicare case-mix classification system. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Three outcomes were examined: (1) the combined outcome of transfer to acute care and death within 90 days from admission to rehabilitation; (2) 2-year mortality; and (3) FIM motor effectiveness, calculated as (FIM motor change/maximum FIM motor-admission FIM motor score)×100. RESULTS: Overall, the median time to rehabilitation admission was 18 days (range, 12-26 days). The prevalence of moderate and severe malnutrition was 12.7% and 11.5%, respectively. Ninety-one patients (13.6%) experienced the combined outcome. After adjusting for independent predictors including sex, atrial fibrillation, dysphagia, FIM cognitive score, and hemoglobin levels, neither moderate (P=.280) nor severe malnutrition (P=.482) were associated with the combined outcome. Similar results were observed when looking at 2-year mortality. Overall, FIM motor effectiveness was 30%±24%. After adjusting for independent predictors, severe malnutrition (ß coefficient -0.458±0.216; P=.034) was associated with FIM motor effectiveness. CONCLUSIONS: Approximately 1 in every 9 patients presented severe malnutrition. On top of the independent predictors, severe malnutrition did not provide additional prognostic information concerning risk of the combined outcome or 2-year mortality. Conversely, severe malnutrition was associated with poorer functional outcome as expressed by FIM motor effectiveness.


Subject(s)
Malnutrition/epidemiology , Stroke Rehabilitation , Age Factors , Aged , Atrial Fibrillation/epidemiology , Cohort Studies , Deglutition Disorders/epidemiology , Disability Evaluation , Female , Hemoglobins/analysis , Humans , Italy/epidemiology , Male , Nutrition Assessment , Patient Transfer , Retrospective Studies , Severity of Illness Index
7.
Int J Qual Health Care ; 31(8): 598-605, 2019 Oct 31.
Article in English | MEDLINE | ID: mdl-30380059

ABSTRACT

OBJECTIVE: To measure competition amongst providers and to examine whether a correlation exists with hospitals mortality for congestive heart failure (CHF), acute myocardial infarction (AMI), isolated-coronary artery bypass graft (CABG) or valve surgery. DESIGN: Cross-sectional study based on publically available data from the National Outcome Evaluation Program (Edition 2016) of the Italian Agency for Regional Health Services. SETTING AND PARTICIPANTS: Patients discharged during 2015 for CHF or AMI, and between 2014 and 2015 for cardiac surgery (respectively, from 662, 395 and 91 hospitals). MAIN OUTCOME MEASURES: Risk-adjusted mortality rates at 30 days and measures of hospital competition for areas centred on hospital' location (fixed-radius 50-150 km, variable-radius to capture 10-30 hospitals and 6-10% of national volume). Competition was estimated as number of providers and Herfindahl-Hirschman Index (HHI). RESULTS: Indicators of competitions varied by condition and were sensitive to method used for the area definition. Hospital mortality after AMI and valve surgery increased with competition in areas identified by the variable-radius method (higher rates for a greater number of hospitals or lower HHIs). In area with fixed radius of 100-150 km, competition reduced mortality after CABG procedures (lower rates for a greater number of hospitals or smaller HHIs). Neither the number of hospitals nor HHI correlated with outcomes in CHF. CONCLUSIONS: The measures of hospital competition changed according to definition of local market and results in mortality correlations varied among conditions. Understanding the relationship between hospital competition and outcomes is important to identify strategies to improve quality of care.


Subject(s)
Cardiac Surgical Procedures/mortality , Heart Failure/mortality , Hospitals/supply & distribution , Myocardial Infarction/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Hospitals/statistics & numerical data , Humans , Italy/epidemiology , Male , Middle Aged , Outcome Assessment, Health Care
8.
Adv Exp Med Biol ; 1067: 387-403, 2018.
Article in English | MEDLINE | ID: mdl-29260415

ABSTRACT

Optimal management of heart failure requires accurate risk assessment. Many prognostic risk models have been proposed for patient with chronic and acute heart failure. Methodological critical issues are the data source, the outcome of interest, the choice of variables entering the model, the validation of the model in external population. Up to now, the proposed risk models can be a useful tool to help physician in the clinical decision-making. The availability of big data and of new methods of analysis may lead to developing new models in the future.


Subject(s)
Heart Failure/diagnosis , Heart Failure/epidemiology , Humans , Models, Statistical , Multivariate Analysis , Prognosis , Reproducibility of Results
9.
Int J Qual Health Care ; 28(6): 793-801, 2016 Dec 01.
Article in English | MEDLINE | ID: mdl-27655789

ABSTRACT

OBJECTIVE: To examine whether a correlation exists in hospitals among 30-day mortality rates for different types of hospitalizations. DESIGN: Cross-sectional study of hospital care based on publically available Italian data from the National Outcome Evaluation Program Edition 2015 of the Italian Agency for Regional Health Services. SETTING AND PARTICIPANTS: Patients hospitalized with a diagnosis of congestive heart failure, acute myocardial infarction, chronic renal failure, chronic obstructive pulmonary disease exacerbation, femoral neck fracture, ischemic stroke and non-variceal upper gastrointestinal bleeding, or those who underwent isolated cardiac valve procedure, isolated coronary artery bypass graft surgery, non-ruptured abdominal aortic aneurysm repair and interventions for the following tumors: colon, kidney, brain, lung, stomach, rectal, liver or pancreatic cancer. MAIN OUTCOME MEASURES: Condition-specific 30-day crude and risk-adjusted mortality rates. RESULTS: A total of 808 280 admissions were reported from 844 institutions (median of 4 conditions evaluated per hospital; interquartile range 2-8). Volumes and outcome varied by clinical and surgical conditions across hospitals. Out of 153 pairs of different conditions, 41 were statistically significant in terms of concordance with crude mortality rates and 44 for their adjusted values. The hospital mean percentile rank for 30-day mortality, a composite measure that summarized the multiple indicators, increased significantly alongside number of conditions per hospital with a significant reduction of mortality when most of the studied conditions were treated in the same hospital. CONCLUSIONS: The variability in 30-day mortality rates at hospital level and the correlation between risk mortality rates suggest that there may be common hospital-wide factors influencing short-term mortality.


Subject(s)
Hospital Mortality , Hospitals/statistics & numerical data , Surgical Procedures, Operative/mortality , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Humans , Italy/epidemiology , Male , Middle Aged , Outcome Assessment, Health Care
10.
Circ J ; 79(5): 1076-83, 2015.
Article in English | MEDLINE | ID: mdl-25753469

ABSTRACT

BACKGROUND: The first few months after admission are the most vulnerable period in patients with acute decompensated heart failure (ADHF). METHODS AND RESULTS: We assessed the association of the updated ADHF/N-terminal pro-B-type natriuretic peptide (NT-proBNP) risk score with 90-day and in-hospital mortality in 701 patients admitted with advanced ADHF, defined as severe symptoms of worsening HF, severely depressed left ventricular ejection fraction, and the need for i.v. diuretic and/or inotropic drugs. A total of 15.7% of the patients died within 90 days of admission and 5.2% underwent ventricular assist device (VAD) implantation or urgent heart transplantation (UHT). The C-statistic of the ADHF/NT-proBNP risk score for 90-day mortality was 0.810 (95% CI: 0.769-0.852). Predicted and observed mortality rates were in close agreement. When the composite outcome of death/VAD/UHT at 90 days was considered, the C-statistic decreased to 0.741. During hospitalization, 7.6% of the patients died. The C-statistic for in-hospital mortality was 0.815 (95% CI: 0.761-0.868) and Hosmer-Lemeshow χ(2)=3.71 (P=0.716). The updated ADHF/NT-proBNP risk score outperformed the Acute Decompensated Heart Failure National Registry, the Organized Program to Initiate Lifesaving Treatment in Patients Hospitalized for Heart Failure, and the American Heart Association Get with the Guidelines Program predictive models. CONCLUSIONS: Updated ADHF/NT-proBNP risk score is a valuable tool for predicting short-term mortality in severe ADHF, outperforming existing inpatient predictive models.


Subject(s)
Heart Failure , Heart Transplantation , Heart-Assist Devices , Hospital Mortality , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Registries , Aged , Female , Heart Failure/blood , Heart Failure/mortality , Heart Failure/physiopathology , Heart Failure/surgery , Humans , Male , Middle Aged , Risk Factors , Stroke Volume , Time Factors
11.
Circ J ; 79(3): 583-91, 2015.
Article in English | MEDLINE | ID: mdl-25746543

ABSTRACT

BACKGROUND: Chronic kidney disease is associated with sympathetic activation and muscle abnormalities, which may contribute to decreased exercise capacity. We investigated the correlation of renal function with peak exercise oxygen consumption (V̇O2) in heart failure (HF) patients. METHODS AND RESULTS: We recruited 2,938 systolic HF patients who underwent clinical, laboratory, echocardiographic and cardiopulmonary exercise testing. The patients were stratified according to estimated glomerular filtration rate (eGFR). Mean follow-up was 3.7 years. The primary outcome was a composite of cardiovascular death and urgent heart transplantation at 3 years. On multivariable regression, eGFR was predictor of peakV̇O2(P<0.0001). Other predictors were age, sex, body mass index, HF etiology, NYHA class, atrial fibrillation, resting heart rate, B-type natriuretic peptide, hemoglobin, and treatment. After adjusting for significant covariates, the hazard ratio for primary outcome associated with peakV̇O2<12 ml·kg(-1)·min(-1)was 1.75 (95% confidence interval (CI): 1.06-2.91; P=0.0292) in patients with eGFR ≥60, 1.77 (0.87-3.61; P=0.1141) in those with eGFR of 45-59, and 2.72 (1.01-7.37; P=0.0489) in those with eGFR <45 ml·min(-1)·1.73 m(-2). The area under the receiver-operating characteristic curve for peakV̇O2<12 ml·kg(-1)·min(-1)was 0.63 (95% CI: 0.54-0.71), 0.67 (0.56-0.78), and 0.57 (0.47-0.69), respectively. Testing for interaction was not significant. CONCLUSIONS: Renal dysfunction is correlated with peakV̇O2. A peakV̇O2cutoff of 12 ml·kg(-1)·min(-1)offers limited prognostic information in HF patients with more severely impaired renal function.


Subject(s)
Exercise , Heart Failure , Kidney Diseases , Oxygen Consumption , Stroke Volume , Adult , Aged , Chronic Disease , Female , Follow-Up Studies , Heart Failure/complications , Heart Failure/metabolism , Heart Failure/physiopathology , Humans , Kidney Diseases/etiology , Kidney Diseases/mortality , Kidney Diseases/physiopathology , Kidney Function Tests , Male , Middle Aged
12.
Ann Vasc Surg ; 28(6): 1522-9, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24524956

ABSTRACT

BACKGROUND: We sought to assess whether high-sensitivity C-reactive protein (hs-CRP) and pro-B-type natriuretic peptide (NT-proBNP) improve risk prediction when added to an established predictive tool and develop a point-based risk score. METHODS: Four hundred eleven vascular surgery patients were enrolled. The primary outcome was a composite of death, acute coronary syndromes, pulmonary edema within 30 days of surgery, and postoperative troponin-I elevation. The risk score was developed from a logistic regression model by using an integer-based scoring system. RESULTS: The rate of the primary outcome was 18%. Adding both hs-CRP and NT-proBNP to the Revised Cardiac Risk Index led to an increase in C statistic from 0.670 to 0.774. The net reclassification improvement was 0.210 (P = 0.004) and the integrated discrimination improvement was 0.112 (P = 0.0001). In the multivariable regression analysis used to develop the risk score, insulin therapy for diabetes (odds ratio [OR]: 2.8; P = 0.003), open surgery (OR: 1.95; P = 0.027), fibrinogen >377 mg/dL (OR: 2.83; P = 0.001), hs-CRP >3.2 mg/L (OR: 3.85; P < 0.0001), and NT-proBNP >221 ng/L (OR: 4.05; P < 0.0001) were associated with the primary outcome. There was no statistical evidence of overfit. The C index was 0.82 and the Hosmer-Lemeshow statistic was 1.61 (P = 0.0447). The observed and predicted rates of the primary outcome across quartiles of risk score were highly correlated. CONCLUSIONS: Hs-CRP and NT-proBNP substantially improve risk prediction when added to an established predictive tool. The biochemical marker-based risk score may be useful for accurately risk-stratifying vascular surgery patients; nonetheless, further validation studies on external datasets are needed before it can be used in clinical practice.


Subject(s)
C-Reactive Protein/analysis , Decision Support Techniques , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Vascular Surgical Procedures/adverse effects , Acute Coronary Syndrome/blood , Acute Coronary Syndrome/etiology , Acute Coronary Syndrome/mortality , Aged , Biomarkers/blood , Chi-Square Distribution , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Predictive Value of Tests , Prospective Studies , Pulmonary Edema/blood , Pulmonary Edema/etiology , Pulmonary Edema/mortality , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , Troponin I/blood , Vascular Surgical Procedures/mortality
13.
J Cardiovasc Med (Hagerstown) ; 25(7): 511-518, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38829938

ABSTRACT

AIMS: The identification of patients at greater mortality risk of death at admission into an intensive cardiovascular care unit (ICCU) has relevant consequences for clinical decision-making. We described patient characteristics at admission into an ICCU by predicted mortality risk assessed with noncardiac intensive care unit (ICU) and evaluated their performance in predicting patient outcomes. METHODS: A total of 202 consecutive patients (130 men, 75 ±â€Š12 years) were admitted into our tertiary-care ICCU in a 20-week period. We evaluated, on the first 24 h data, in-hospital mortality risk according to Acute Physiology and Chronic Health Evaluation II (APACHE II) and Simplified Acute Physiology Score 3 (SAPS 3); Sepsis related Organ Failure Assessment (SOFA) Score and the Mayo Cardiac intensive care unit Admission Risk Score (M-CARS) were also calculated. RESULTS: Predicted mortality was significantly lower than observed (5% during ICCU and 7% at discharge) for APACHE II and SAPS 3 (17% for both scores). Mortality risk was associated with older age, more frequent comorbidities, severe clinical presentation and complications. The APACHE II, SAPS 3, SOFA and M-CARS had good discriminative ability in distinguishing deaths and survivors with poor calibration of risk scores predicting mortality. CONCLUSION: In a recent contemporary cohort of patients admitted into the ICCU for a variety of acute and critical cardiovascular conditions, scoring systems used in general ICU had good discrimination for patients' clinical severity and mortality. Available scores preserve powerful discrimination but the overestimation of mortality suggests the importance of specific tailored scores to improve risk assessment of patients admitted into ICCUs.


Subject(s)
APACHE , Hospital Mortality , Humans , Male , Aged , Female , Italy/epidemiology , Risk Assessment/methods , Middle Aged , Aged, 80 and over , Intensive Care Units/statistics & numerical data , Cardiovascular Diseases/mortality , Cardiovascular Diseases/diagnosis , Risk Factors , Organ Dysfunction Scores , Simplified Acute Physiology Score , Severity of Illness Index , Prognosis , Coronary Care Units/statistics & numerical data
14.
J Clin Med ; 13(6)2024 Mar 12.
Article in English | MEDLINE | ID: mdl-38541845

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is often part of a more complex cardiopulmonary disease, especially in older patients. The differential diagnosis of the acute exacerbation of COPD and/or heart failure (HF) in emergency settings is challenging due to their frequent coexistence and symptom overlap. Both conditions have a detrimental impact on each other's prognosis, leading to increased mortality rates. The timely diagnosis and treatment of COPD and coexisting factors like left ventricular overload or HF in inpatient and outpatient care can improve prognosis, quality of life, and long-term outcomes, helping to avoid exacerbations and hospitalization, which increase future exacerbation risk. This work aims to address existing gaps, providing management recommendations for COPD with/without HF, particularly when both conditions coexist. During virtual meetings, a panel of experts (the authors) discussed and reached a consensus on the differential and paired diagnosis of COPD and HF, providing suggestions for risk stratification, accurate diagnosis, and appropriate therapy for inpatients and outpatients. They emphasize that when COPD and HF are concomitant, both conditions should receive adequate treatment and that recommended HF treatments are not contraindicated in COPD and have favorable effects. Accurate diagnosis and therapy is crucial for effective treatment, reducing hospital readmissions and associated costs. The management considerations discussed in this study can potentially be extended to address other cardiopulmonary challenges frequently encountered by COPD patients.

15.
Sci Rep ; 14(1): 3089, 2024 02 07.
Article in English | MEDLINE | ID: mdl-38321196

ABSTRACT

Natriuretic peptides (NP) are recognized as the most powerful predictors of adverse outcomes in heart failure (HF). We hypothesized that a measure of functional limitation, as assessed by 6-min walking test (6MWT), would improve the accuracy of a prognostic model incorporating a NP. This was a multicenter observational retrospective study. We studied the prognostic value of severe functional impairment (SFI), defined as the inability to perform a 6MWT or a distance walked during a 6MWT < 300 m, in 1696 patients with HF admitted to cardiac rehabilitation. The primary outcome was 1-year all-cause mortality. After adjusting for the baseline multivariable risk model-including age, sex, systolic blood pressure, anemia, renal dysfunction, sodium level, and NT-proBNP-or for the MAGGIC score, SFI had an odds ratio of 2.58 (95% CI 1.72-3.88; p < 0.001) and 3.12 (95% CI 2.16-4.52; p < 0.001), respectively. Adding SFI to the baseline risk model or the MAGGIC score yielded a significant improvement in discrimination and risk classification. Our data suggest that a simple, 6MWT-derived measure of SFI is a strong predictor of death and provide incremental prognostic information over well-established risk markers in HF, including NP, and the MAGGIC score.


Subject(s)
Heart Failure , Humans , Prognosis , Retrospective Studies , Walk Test , Walking , Natriuretic Peptide, Brain , Peptide Fragments , Biomarkers , Predictive Value of Tests
16.
ESC Heart Fail ; 11(1): 456-465, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38041517

ABSTRACT

AIMS: The current European Society of Cardiology (ESC) guidelines provide clear indications for the treatment of acute and chronic heart failure (HF). Nevertheless, there is a constant need for real-world evidence regarding the effectiveness, adherence, and persistence of drug therapy. We investigated the use of sacubitril/valsartan for the treatment of HF with reduced ejection fraction in real-world clinical practice in Italy. METHODS AND RESULTS: An observational, retrospective, non-interventional cohort study based on electronic medical records from nine specialized hospital HF centres in Italy was carried out on patients with prescription of sacubitril/valsartan. Overall, 948 patients had a prescription of sacubitril/valsartan, with 924 characterized over 6 months and followed up for 12 months. Pharmacoutilization data at 1 year of follow-up were available for 225 patients {mean age 69.7 years [standard deviation (SD) = 10.8], 81.8% male}. Of those, 398 (45.2%) reached the target dose of sacubitril/valsartan of 97/103 mg in a mean time of 6.9 (SD = 6.2) weeks. Blood pressure and hypotension in 61 patients (65%) and worsening of chronic kidney disease in 10 patients (10.6%) were the main reasons for not reaching the target dose. Approximatively 50% of patients had a change in sacubitril/valsartan dose during follow-up, and 158 (70.2%) were persistent with the treatment during the last 3 months of follow-up. A sensitivity analysis (persistence during the last 4 months of follow-up) showed persistence for 162 patients (72.0%). Adherence data, available for 387 patients, showed full adherence for 205 (53%). Discontinuation (102/717 patients, 14.2%) was mainly due to hypotension and occurred after a mean time of 34.3 (SD = 28.7) weeks. During follow-up, out of 606 patients with available data, 434 patients (71.6%) had an HF add-on drug or drugs concomitant with sacubitril/valsartan. HF-related hospitalization during follow-up was numerically higher in non-persistent (16/67 patients, 23.9%) vs. patients persistent to sacubitril/valsartan (30/158, 19%) (P = 0.405). CONCLUSIONS: Real-world data on the use of sacubitril/valsartan in clinical practice in Italy show a rapid titration to the target dose, high therapeutic adherence enabling a good level of therapeutic management in line with ESC guidelines for patients with reduced ejection fraction.


Subject(s)
Aminobutyrates , Biphenyl Compounds , Heart Failure , Hypotension , Ventricular Dysfunction, Left , Humans , Male , Aged , Female , Heart Failure/drug therapy , Heart Failure/epidemiology , Stroke Volume/physiology , Retrospective Studies , Cohort Studies , Tetrazoles , Treatment Outcome , Valsartan/therapeutic use , Hypotension/chemically induced , Hypotension/drug therapy , Ventricular Dysfunction, Left/drug therapy
17.
Front Cardiovasc Med ; 11: 1347908, 2024.
Article in English | MEDLINE | ID: mdl-38798920

ABSTRACT

Background: Heart failure (HF) significantly affects the morbidity, mortality, and quality of life of patients. New therapeutic strategies aim to improve the functional capacity and quality of life of patients while controlling HF-related risks. Real-world data on both the functional and cardiopulmonary exercise capacities of patients with HF with reduced ejection fraction upon sacubitril/valsartan use are lacking. Methods: A multicenter, retrospective, cohort study, called REAL.IT, was performed based on the data collected from the electronic medical records of nine specialized HF centers in Italy. Cardiopulmonary exercise testing was performed at baseline and after 12 months of sacubitril/valsartan therapy, monitoring carbon dioxide production (VCO2) and oxygen consumption (VO2). Results: The functional capacities of 170 patients were evaluated. The most common comorbidities were hypertension and diabetes (i.e., 53.5 and 32.4%, respectively). At follow-up, both the VO2 peak (from 15.1 ± 3.7 ml/kg/min at baseline to 17.6 ± 4.7 ml/kg/min at follow-up, p < 0.0001) and the predicted % VO2 peak (from 55.5 ± 14.1 to 65.5 ± 16.9, p < 0.0001) significantly increased from baseline. The VO2 at the anaerobic threshold (AT-VO2) increased from 11.5 ± 2.6 to 12.5 ± 3.3 ml/kg/min (p = 0.021), and the rate ratio between the oxygen uptake and the change in work (ΔVO2/Δwork slope) improved from 9.1 ± 1.5 to 9.9 ± 1.6 ml/min/W (p < 0.0001). Conclusions: Sacubitril/valsartan improves the cardiopulmonary capacity of patients with HFrEF in daily clinical practice in Italy.

18.
Intern Emerg Med ; 2024 Jun 08.
Article in English | MEDLINE | ID: mdl-38850355

ABSTRACT

Subclinical hypothyroidism (SH), defined as increased serum thyroid-stimulating hormone (TSH) with normal free T4 (fT4) levels, is frequently observed in the general population. Prevalence ranges from 0.6% to 1.8% in the adult population, depending on age, sex, and iodine intake. Several studies reported a worse prognosis in patients with heart failure with reduced ejection fraction (HFrEF) and SH, but they considered heterogeneous populations suffering mainly from severe SH. Aim of this study was to evaluate if SH was independently associated with the occurrence of cardiovascular death considering 30 months of follow-up. 277 HFrEF patients enrolled in the prospective, multicenter, observational T.O.S.CA. (Terapia Ormonale Scompenso CArdiaco) registry, were included in this analysis. Patients were divided into two groups according to the presence of SH (serum TSH levels > 4.5 mIU/L with normal fT4 levels). Data regarding clinical status, echocardiography, and survival were analyzed. Twenty-three patients displayed SH (87% mild vs 13% severe), while 254 were euthyroid. No differences were found in terms of age, sex, HF etiology, and left ventricular ejection fraction. When compared with the euthyroid group, SH patients showed higher TSH levels (7.7 ± 4.1 vs 1.6 ± 0.9, p < 0.001), as expected, with comparable levels of fT4 (1.3 ± 0.3 vs 1.3 ± 0.3, p = NS). When corrected for established predictors of poor outcome in HF, the presence of SH resulted to be an independent predictor of cardiovascular mortality (HR: 2.96; 5-95% CI:1.13-7.74; p = 0.03). Since thyroid tests are widely available and inexpensive, they should be performed in HF patients to detect subclinical disorders, evaluate replacement therapy, and improve prognosis.

19.
Am J Cardiol ; 199: 37-43, 2023 07 15.
Article in English | MEDLINE | ID: mdl-37245248

ABSTRACT

There is limited evidence regarding the prognostic value of the 6-minute walk test for patients with advanced heart failure (HF). Accordingly, we studied 260 patients presenting to inpatient cardiac rehabilitation (CR) with advanced HF. The primary outcome was 3-year all-cause mortality after discharge from CR. The association between 6-minute walk distance (6MWD) and the primary outcome was determined using the multivariable Cox regression analysis. To avoid collinearity, 6MWD at admission (6MWDadm) to CR and 6MWD at discharge (6MWDdisch) from CR were analyzed separately. At multivariable analysis, 4 baseline characteristics (age, ejection fraction, systolic blood pressure, and blood urea nitrogen) were identified as prognostic of the primary outcome (baseline risk model). After adjusting for the baseline risk model, the hazard ratios of 6MWDadm and 6MWDdisch modeled as per 50-m increase for the primary outcome were 0.92 (95% confidence interval [CI] 0.85 to 0.99, p = 0.035) and 0.93 (95% CI 0.88 to 0.99, p = -017), respectively. After adjusting for the Meta-analysis Global Group in Chronic Heart Failure (MAGGIC) score, the corresponding hazard ratios were 0.91 (95% CI 0.84 to 0.98, p = 0.017) and 0.93 (95% CI 0.88 to 0.99, p = 0.016). The addition of either 6MWDadm or 6MWDdisch to the baseline risk model or the MAGGIC score yielded a statistically significant increase in global chi-square and in the net proportion of survivors reclassified downward. In conclusion, our data suggest that the distance covered during a 6-minute walk test predicts survival and provides incremental prognostic information on the top of well-established prognostic factors and the MAGGIC risk score in advanced HF.


Subject(s)
Cardiac Rehabilitation , Heart Failure , Humans , Prognosis , Stroke Volume/physiology , Walk Test , Chronic Disease
20.
Eur J Intern Med ; 110: 86-92, 2023 04.
Article in English | MEDLINE | ID: mdl-36759307

ABSTRACT

BACKGROUND: There is limited evidence regarding the effects of cardiac rehabilitation (CR) in patients with heart failure and preserved ejection fraction (HFpEF). METHODS: We studied 1784 patients admitted to inpatient CR. The patients were grouped into HFpEF (EF≥0.50), HF with mildly reduced EF (HFmrEF; EF 41-49), and HF with reduced EF (HFrEF; EF≤0.40). A standardized 6-min walking test was performed at admission and discharge. Measures of functional outcome were: (1) absolute increase in 6-min walking distance (6MWD) from admission to discharge >50 m and (2) increase in 6MWD to ≥300 among the patients who walked <300 m at admission. RESULTS: After adjustment, the patients with HFpEF or HFmrEF were as likely as those with HFrEF to achieve an increase in 6MWD >50 m (odds ratio 0.95 [95%CI 0.71-1.24; p=0.648] and 1.04 [95%CI 0.77-1.41; p=0.769], respectively) or an increase in 6MWD to ≥300 m (odds ratio 0.79 [95%CI 0.51-1.23; p=0.299] and 0.65 [95%CI 0.38-1.12; p=0.118], respectively). The adjusted hazard ratio of 5-year mortality for patients who achieved an increase in 6MWD >50 m was 0.60 (95%CI 0.51-0.71; p<0.001) and that for patients who achieved an increase in 6MWD at discharge to ≥300 m 0.61 (95%CI 0.48-0.79; p<0.001). In each EF group, both outcomes remained independently associated with improved survival. CONCLUSIONS: Our data suggest that patients with HFpEF or HFmrEF are as likely as those with HFrEF to benefit from CR in terms of functional improvement. Functional improvement was independently associated with improved long-term survival, regardless of EF.


Subject(s)
Cardiac Rehabilitation , Heart Failure , Humans , Stroke Volume , Prognosis , Registries
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