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1.
Nutr Metab Cardiovasc Dis ; 33(12): 2419-2427, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37788948

RESUMEN

BACKGROUND AND AIMS: The assessment of muscle mass using technology-based methods is less commonly performed when applying the Global Leadership Initiative on Malnutrition (GLIM) criteria due to the lack of skilled clinical nutrition practitioners and/or equipment. Based on the predictive validity of poor health outcomes and feasibility in clinical practice, this study aimed to analyze whether the measurement of calf circumference (CC), mid-upper arm circumference (MAC), and the physical examination could be used as substitutes for muscle mass assessment, as well as handgrip strength (HGS) used as a substitution when applying the GLIM criteria in hospitalized HF patients. METHODS AND RESULTS: From June 2022 to January 2023, a single-center prospective study including 216 patients was performed. Additionally, covariates were identified by a directed acyclic graph. The multivariate logistic regression analysis was also used to analyze and compare the association between poor health outcomes and malnutrition (based on 5 types of GLIM criteria). Cohen-kappa coefficient and TELOS-feasibility score were calculated. The prevalence of malnutrition ranged from 35.2% to 42.6%, depending on the tool used. After adjusting for covariates, malnutrition assessed using CC, MAC, or physical examination within the GLIM criteria was independently associated with poor clinical outcomes (90-day HF-related readmission or all-cause mortality and prolonged hospital stay) but not with HGS. CONCLUSION: CC, MAC and results from physical examination but not HGS may serve as a substitutive metric of muscle mass contained in the GLIM criteria to diagnose malnutrition and predict poor clinical outcomes among HF patients. REGISTRATION NUMBER: This study was registered at Chinese Clinical Trial Registry. (ChiCTR2200057876) on 20 Mar. 2022.


Asunto(s)
Insuficiencia Cardíaca , Desnutrición , Humanos , Fuerza de la Mano , Liderazgo , Estudios Prospectivos , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/epidemiología , Examen Físico , Desnutrición/diagnóstico , Desnutrición/epidemiología , Evaluación Nutricional , Estado Nutricional
2.
Nutr Metab Cardiovasc Dis ; 32(6): 1361-1374, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35346547

RESUMEN

BACKGROUND AND AIMS: In the absence of a gold standard or scientific consensus regarding the nutritional evaluation of heart failure (HF) patients, this study aimed to summarize and systematically evaluate the prognostic value of nutritional screening and assessment tools used for all-cause mortality in HF patients. METHODS AND RESULTS: Relevant studies were retrieved from major databases (PubMed, Embase, Web of Science, China National Knowledge Infrastructure (CNKI), WanFang Data, and China Biology Medicine disc (CMB)) and searched from the earliest available date until July 2021. If three or more studies used the same tool, meta-analysis using RevMan 5.3 was performed. This systematic review was registered at PROSPERO (number CRD42021275575). A total of 36 articles involving 25,141 HF patients were included for qualitative analysis and 31 studies for quantitative analysis. Meta-analysis of these studies indicated, poor nutritional status evaluated by using 5 nutritional screening tools (Prognostic Nutritional Index (PNI), Geriatric Nutritional Risk Index (GNRI), Controlling Nutritional Status Score (CONUT), Nutritional Risk Index (NRI), and Short Form Mini Nutritional Assessment (MNA-SF)) or 2 nutritional assessment tools (the Mini Nutritional Assessment (MNA) and Generated Subjective Global Assessment (SGA)) predicted all-cause mortality in HF patients. Of all tools analyzed, MNA had the maximum HR for mortality [HR = 2.62, 95%CI 1.11-6.20, P = 0.03] and MNA-SF [HR = 1.94, 95%CI 1.40-2.70, P<0.001] was the best nutritional screening tools. CONCLUSION: Poor nutritional status predicted all-cause mortality in HF patients. MNA may be the best nutritional assessment tool, and MNA-SF is most recommended for HF patient nutritional screening. The application value of MNA, especially in patients with reduced left ventricular ejection fraction (LVEF), needs to be further confirmed. The clinical application value of Mini-Nutrition Assessment Special for Heart Failure (MNA-HF) and Global Leadership Initiative on Malnutrition (GLIM) in HF patients needs to be confirmed.


Asunto(s)
Insuficiencia Cardíaca , Desnutrición , Anciano , Evaluación Geriátrica/métodos , Humanos , Desnutrición/diagnóstico , Evaluación Nutricional , Estado Nutricional , Volumen Sistólico , Función Ventricular Izquierda
3.
Zhonghua Xin Xue Guan Bing Za Zhi ; 43(12): 1034-9, 2015 Dec.
Artículo en Zh | MEDLINE | ID: mdl-26888836

RESUMEN

OBJECTIVE: To investigate the frequency and predictors of recovery and relapse of left ventricular systolic dysfunction (LVSD) in hospitalized patients with dilated cardiomyopathy (DCM). METHODS: Patients with DCM hospitalized in Fuwai Hospital from October 2008 to December 2013 with repeat echocardiography results after discharge were reviewed and followed to December 2014 or until all-cause death or cardiac transplantation. Rate of recovery of LVSD, defined as an absolute increase in left ventricular ejection fraction (LVEF) of >10% to a level of >50% on follow-up, and those with relapse of LVSD, defined as a decrease in LVEF to a level of <45% after initial recovery was obtained and related factors affecting LVSD recovery and relapse were analyzed. RESULTS: After a mean follow-up of (28 ± 17) months, recovery of LVSD was evidenced in 114 of 382 patients (29.8%), LVEF increased from (31.6 ± 6.0) % to (55.8 ± 3.7) % (P<0.01) and left ventricular end-diastolic diameter (LVEDD) decreased from (65.1 ± 6.7) mm to (53.5 ± 4.9) mm (P<0.01) in these patients. Multiple logistic regression analysis showed that symptom duration of heart failure (OR=0.986, P<0.01), systolic blood pressure (SBP) (OR=1.026, P<0.01), LVEDD (OR=0.938, P<0.01) and LVEF (OR=1.038, P<0.05) at admission were independent predictors of LVSD recovery. During the subsequent follow-up of (24 ±1 3) months after initial recovery, 17 of 88 patients (19.3%) suffered a relapse of LVSD, LVEF decreased from (54.3 ± 2.6) % to (36.6 ± 5.1) % (P<0.01), LVEDD increased from (57.5 ± 4 .2) mm to (62.8 ± 6.8) mm (P<0.01) in these patients. Multiple logistic regression analysis showed that less decrease in LVEDD at initial recovery of LVSD was independent predictor of LVSD relapse. CONCLUSIONS: About 30% hospitalized patients with DCM experienced LVSD recovery in this patient cohort. Symptom duration of heart failure, SBP, LVEDD and LVEF on admission were predictors of LVSD recovery. Moreover, LVSD relapse was observed in around 20% patients after initial LVSD recovery and less decrease in LVEDD at initial recovery serves as an independent risk factor for LVSD relapse.


Asunto(s)
Disfunción Ventricular Izquierda , Presión Sanguínea , Cardiomiopatía Dilatada , Insuficiencia Cardíaca , Hospitalización , Humanos , Recurrencia , Factores de Riesgo , Función Ventricular Izquierda
4.
Zhonghua Xin Xue Guan Bing Za Zhi ; 43(10): 868-73, 2015 Oct.
Artículo en Zh | MEDLINE | ID: mdl-26652988

RESUMEN

OBJECTIVE: To investigate the prevalence and prognostic value of hyponatremia on admission in hospitalized patients for heart failure (HF) from the first HF management center in China. METHODS: Consecutive adult (age of 18 years or older) symptomatic HF patients (NYHA functional class II-IV) admitted between March 2009 and March 2012 in our center were included in the present analysis. Hyponatremia was defined as a serum sodium level < 135 mmol/L. Association between hyponatremia on admission and in-hospital mortality as well as all-cause death and heart failure death during 1-year follow-up after discharge was analyzed. RESULTS: A total of 1 048 hospitalized patients for HF with complete baseline data were enrolled and the prevalence of hyponatremia on admission was 9.2% (96/1 048). Blood pressure was significantly lower while NYHA functional class and N-terminal pro-B type natriuretic peptide levels were significantly higher in hyponatremic patients than non-hyponatremic patients (all P < 0.05). Kaplan-Meier survival analysis showed that patients with hyponatremia on admission had significant higher in-hospital mortality (P < 0.01), all-cause death rate (P < 0.01) and HF death rate (P < 0.01) during 1-year follow-up post discharge compared with non-hyponatremic patients with. Multiple Cox proportional hazard analysis showed that hyponatremia on admission remained as independent predictor for all-cause death (hazard risk (HR) = 2.105, 95% confidence interval (CI) 1.460-3.036, P < 0.01) and HF death (HR = 2.458, 95% CI: 1.704-3.545, P < 0.01) after adjustment for other covariates. CONCLUSION: Hyponatremia is relatively common in patients hospitalized with HF in China and hyponatremia on admission is associated with higher in-hospital mortality and all-cause death and HF death one year after discharge.


Asunto(s)
Insuficiencia Cardíaca , Hiponatremia , Causas de Muerte , Mortalidad Hospitalaria , Hospitalización , Humanos , Estimación de Kaplan-Meier , Péptido Natriurético Encefálico , Fragmentos de Péptidos , Prevalencia , Pronóstico
5.
Zhonghua Xin Xue Guan Bing Za Zhi ; 42(10): 851-5, 2014 Oct.
Artículo en Zh | MEDLINE | ID: mdl-25547449

RESUMEN

OBJECTIVE: To observe the frequency and predictors of recovery of normal left ventricular ejection fraction (LVEF) and end-diastolic diameter (LVEDD) in patients with dilated cardiomyopathy (DCM). METHODS: A consecutive cohort of 296 patients with DCM were reviewed and followed up for at least 12 months or to death or cardiac transplantation, to identify those with recovery of normal LVEF, defined as LVEF ≥ 50%, or recovery of normal LVEDD, defined as LVEDD ≤ 55/50 mm for male/female, or both by follow up echocardiography.Variables regarded as potentially relevant to left ventricular function and dimension recovery were evaluated to identify predictors using multivariable logistic regression analysis. RESULTS: After a median follow-up of 28 months, normal LVEF was evidenced in 81 patients (27.4%), normal LVEDD was found in 63 patients (21.3%) and both parameters were recovered in 52 patients (17.6%), LVEF was increased from (31.7 ± 6.3)% to ( 57.5 ± 5.2)% (P < 0.01) and LVEDD decreased from (62.7 ± 4.3) mm to (50.2 ± 3.7) mm (P < 0.01) in these 52 patients. Multivariable logistic regression analysis showed that shorter symptom duration, higher systolic blood pressure at admission, smaller LVEDD and lower LVEF by echocardiography at baseline were independent predictors of subsequent recovery of normal LVEF and LVEDD. CONCLUSION: Current therapy for heart failure could lead to recovery of normal LVEF and LVEDD in part of DCM patients, especially for DCM patients with short symptom duration, higher systolic blood pressure at admission, less enlarged LVEDD and less reduced LVEF at baseline echocardiography.


Asunto(s)
Cardiomiopatía Dilatada/fisiopatología , Función Ventricular Izquierda , Ecocardiografía , Femenino , Insuficiencia Cardíaca , Humanos , Masculino , Volumen Sistólico
6.
J Cardiovasc Med (Hagerstown) ; 25(6): 399-419, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38625835

RESUMEN

Hypertrophic cardiomyopathy is an important cause of heart failure and arrhythmias, including sudden death, with a major impact on the healthcare system. Genetic causes and different phenotypes are now increasingly being identified for this condition. In addition, specific medications, such as myosin inhibitors, have been recently shown as potentially able to modify its symptoms, hemodynamic abnormalities and clinical course. Our article aims to provide a comprehensive outline of the epidemiology, diagnosis and treatment of hypertrophic cardiomyopathy in the current era.


Asunto(s)
Cardiomiopatía Hipertrófica , Humanos , Cardiomiopatía Hipertrófica/terapia , Cardiomiopatía Hipertrófica/diagnóstico , Cardiomiopatía Hipertrófica/fisiopatología , Cardiomiopatía Hipertrófica/epidemiología , Cardiomiopatía Hipertrófica/complicaciones , Muerte Súbita Cardíaca/prevención & control , Muerte Súbita Cardíaca/etiología , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/terapia , Insuficiencia Cardíaca/fisiopatología , Insuficiencia Cardíaca/etiología , Insuficiencia Cardíaca/epidemiología
7.
J Transl Med ; 11: 7, 2013 Jan 07.
Artículo en Inglés | MEDLINE | ID: mdl-23294565

RESUMEN

BACKGROUND: Increasing evidences have suggested that autoantibodies against muscarinic-2 acetylcholine receptor (anti-M2-R) may play an important role in the development of atrial fibrillation (AF). Predictive value of pre-procedural anti-M2-R for the recurrence of AF after radiofrequency catheter ablation is still unclear. METHODS: Totally 76 AF patients with preserved left ventricular systolic function were prospectively enrolled and subjected to ablation after the detection of serum anti-M2-R by enzyme linked immunosorbent assay. These patients were given follow-up examination for one year after ablation. Risk estimation for the recurrence of AF was performed using the univariate and multivariate logistic regression. RESULTS: In AF group, serum anti-M2-R was significantly higher than that in the control group in terms of frequency (40.8% versus 11.7%; p < 0.001) and titer (1:116 versus 1:29; p < 0.001). Compared with paroxysmal AF patients, persistent AF patients had higher frequency (57.6% versus 27.9%; p = 0.009) and titer (1:132 versus 1:94; p = 0.012) for autoantibodies. During one-year follow-up examination after ablation, the recurrence of AF was observed in 25 (32.9%) patients. Multivariate analysis showed that pre-procedural serum anti-M2-R was an independent predictor for the recurrence of AF at the time point of 12 months after ablation (odds ratio: 4.701; 95% confidence interval: 1.590-13.894; p = 0.005). CONCLUSIONS: In AF patients, the frequency and titer of serum anti-M2-R were significantly higher than those in the control group with sinus rhythm. Pre-procedural serum anti-M2-R was an independent predictor for the recurrence of AF one year after radiofrequency catheter ablation.


Asunto(s)
Fibrilación Atrial/inmunología , Autoanticuerpos/administración & dosificación , Ablación por Catéter , Receptor Muscarínico M2/inmunología , Anciano , Fibrilación Atrial/terapia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Recurrencia , Resultado del Tratamiento
8.
Zhonghua Yi Xue Za Zhi ; 92(8): 555-8, 2012 Feb 28.
Artículo en Zh | MEDLINE | ID: mdl-22490161

RESUMEN

OBJECTIVE: To compare the hemodynamic effects of domestic levosimendan versus dobutamine on patients with acute decompensated heart failure (ADHF). METHODS: A total of 78 ADHF patients with pulmonary capillary wedge pressure (PCWP) ≥ 15 mm Hg and cardiac index (CI) ≤ 2.5 L×min(-1)×m(-2) were enrolled into this blind, positive-controlled, randomized and multicenter study to receive 24 h intravenous levosimendan or dobutamine therapy. They were randomized into 2 groups: levosimendan and dobutamine (n = 39 each). RESULTS: In the levosimendan group, the PCWP 24 h decreased significantly ((14.2 ± 7.6) vs (23.1 ± 8.1) mm Hg, P < 0.01)and CI increased significantly versus the baseline levels ((2.8 ± 0.7) L×min(-1)×m(-2) vs (2.0 ± 0.4) L×min(-1)×m(-2), P < 0.01). As compared with the dobutamine group, the change percentages versus baseline in PCWP, pulmonary arterial mean pressure (PAMP), systemic vascular resistance (SVR) at 24 h (median) decreased or increased significantly in the levosimendan group 45.5% vs 22.1% (P < 0.05); 20.8% vs 15.0% (P < 0.05); 34.5% vs 12.7% (P < 0.01); CI increased 39.8% vs 13.5% (P < 0.01). As compared with the baseline level, LVEF increased at 24 h in the levosimendan group (27.4% ± 6.1% vs 32.5% ± 8.7%, P < 0.05). Both PCWP and CI at 24 h correlated significantly with NT-proBNP at Day 3 (r = 0.31, P < 0.01; r = -0.29, P < 0.05). Dyspnea improved greatly at 24 h in the levosimendan group than that in the dobutamine group. CONCLUSION: As compared with dobutamine, domestic levosimendan may bring about better outcomes of hemodynamics and dyspnea.


Asunto(s)
Dobutamina/uso terapéutico , Insuficiencia Cardíaca/tratamiento farmacológico , Hidrazonas/uso terapéutico , Piridazinas/uso terapéutico , Adolescente , Adulto , Método Doble Ciego , Femenino , Insuficiencia Cardíaca/fisiopatología , Hemodinámica , Humanos , Masculino , Persona de Mediana Edad , Simendán , Resultado del Tratamiento , Adulto Joven
9.
J Clin Hypertens (Greenwich) ; 24(9): 1218-1225, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-36196463

RESUMEN

Hypertension is highly prevalent worldwide and is the major risk factor for heart failure (HF). More than half of the patients with HF in Asia suffer from hypertension. According to the 2022 American Heart Association/American College of Cardiology/Heart Failure Society of America HF guideline, there are four stages of HF, including at risk for HF (stage A), pre-HF (stage B), symptomatic HF (stage C), and advanced HF (stage D). Given the high prevalence of hypertension as well as HF and the stronger association between hypertension and cardiovascular diseases in Asians compared to the west, measures to prevent and alleviate the progression to clinical HF, especially controlling the blood pressure (BP), are of priority for Asian populations. After reviewing evidence-based studies, we propose a BP target of less than 130/80 mmHg for patients at stages A, B, and C. However, relatively higher BP may represent an opportunity to maximize guideline-directed medical therapy (GDMT), which could potentially result in a better prognosis for patients at stage D. Traditional antihypertensive drugs are the cornerstones for the management of hypertension at stages A and B. Notably, calcium channel blockers (CCBs) are inferior to other drug classes for the preventing of HF, whereas diuretics are superior to others. For patients at stage C, GDMT is essential which also helps the control of BP. In particular, sodium-glucose cotransporter-2 (SGLT2) inhibitors are newer therapies recommended for the treatment of HF and presumably even in hypertension to prevent HF. Regarding patients at stage D, GDMT is also recommended if tolerable and measures should be taken to improve hemodynamics.


Asunto(s)
Insuficiencia Cardíaca , Hipertensión , Antihipertensivos/uso terapéutico , Bloqueadores de los Canales de Calcio/uso terapéutico , Diuréticos/uso terapéutico , Insuficiencia Cardíaca/inducido químicamente , Insuficiencia Cardíaca/epidemiología , Humanos , Hipertensión/complicaciones , Hipertensión/tratamiento farmacológico , Hipertensión/epidemiología , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico
10.
Am J Cardiol ; 113(10): 1705-10, 2014 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-24792739

RESUMEN

Emerging evidence has shown the potential of marked improvement in left ventricular ejection fraction (LVEF) in patients with recent-onset cardiomyopathy (ROCM) on medical therapy. This study was designed to determine the frequency and to identify predictors of normalization of LVEF in a cohort of Chinese patients with ROCM receiving contemporary medication. A consecutive series of patients admitted from October 2008 to November 2012 with the clinical diagnosis of ROCM and LVEF ≤ 40% by echocardiography at presentation were followed up at least 12 months to identify those with normalization of LVEF, defined as an increase in LVEF to a final level of ≥ 50%. An array of clinical and echocardiographic variables regarded as potentially relevant to normalization was evaluated to identify predictors using logistic regression analysis. After a mean follow-up of 31 ± 13 months, 48% of 128 patients had normalized their LVEF, showing a significant increase in LVEF from 32 ± 6% to 58 ± 5%, of which 68% occurred within 1 year after initial diagnosis. Multivariate analysis demonstrated that normalization of LVEF was associated with a history of hypertension, higher systolic blood pressure at presentation, shorter electrocardiographic QRS duration, smaller left ventricular end-diastolic diameter, and higher LVEF by echocardiography at baseline. In conclusion, nearly 1/2 of a relatively large number of Chinese patients with ROCM have shown normalization of LVEF on current medical therapy after a medium-term follow-up, which was associated with some clinical and echocardiographic parameters.


Asunto(s)
Cardiomiopatías/fisiopatología , Ventrículos Cardíacos/fisiopatología , Recuperación de la Función , Volumen Sistólico/fisiología , Función Ventricular Izquierda/fisiología , Adulto , Cardiomiopatías/diagnóstico por imagen , China , Ecocardiografía , Femenino , Estudios de Seguimiento , Ventrículos Cardíacos/diagnóstico por imagen , Humanos , Masculino , Pronóstico , Estudios Retrospectivos
11.
PLoS One ; 9(10): e110976, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25347817

RESUMEN

BACKGROUND: sST2 has been shown to be a risk predictor in heart failure (HF). Our aim was to explore the characteristics and prognostic value of soluble ST2 (sST2) in hospitalized Chinese patients with HF. METHODS AND RESULTS: We consecutively enrolled 1528 hospitalized patients with HF. Receiver operating characteristic (ROC) and multivariable Cox proportional hazards analysis were used to assess the prognostic values of sST2. Adverse events were defined as all-cause death and cardiac transplantation. During a median follow-up of 19.1 months, 325 patients experienced adverse events. Compared with patients free of events, sST2 concentrations were significantly higher in patients with events (P<0.001). Univariable and multivariable Cox regression analyses showed sST2 concentrations were significantly associated with adverse events (per 1 log unit, adjusted hazard ratio 1.52, 95% confidence interval: 1.30 to 1.78, P<0.001). An sST2 concentration in the highest quartiles (>55.6 ng/mL) independently predicted events in comparison to the lowest quartile (≤25.2 ng/mL) when adjusted by multivariable model. In ROC analysis, the area under the curve for sST2 was not different from that for NT-proBNP in short and longer term. Over time, sST2 also improved discrimination and reclassification of risk beyond NT-proBNP. CONCLUSIONS: sST2 is a strong independent risk predictor in Chinese patients hospitalized with HF and can significantly provide additional prognostic value to NT-proBNP in risk prediction.


Asunto(s)
Insuficiencia Cardíaca/sangre , Receptores de Superficie Celular/sangre , Adulto , Anciano , Biomarcadores , Causas de Muerte , China , Estudios de Cohortes , Comorbilidad , Femenino , Insuficiencia Cardíaca/epidemiología , Insuficiencia Cardíaca/mortalidad , Hospitalización , Humanos , Proteína 1 Similar al Receptor de Interleucina-1 , Masculino , Persona de Mediana Edad , Péptido Natriurético Encefálico/sangre , Evaluación del Resultado de la Atención al Paciente , Fragmentos de Péptidos/sangre , Pronóstico
12.
Clin Biochem ; 45(7-8): 561-5, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22374171

RESUMEN

OBJECTIVE: To evaluate the effect of serum albumin on prognosis and the power of albumin adding information to NT-proBNP in a Chinese cohort of heart failure. DESIGN AND METHODS: 385 consecutive patients (male vs. female: 292 vs. 93; mean age: 54.89±14.41years; NYHA classes II-V) admitted for heart failure exacerbation with LVEF≤45% were enrolled, and biochemical data was measured at baseline. The endpoint was defined as cardiac death or rehospitalization for aggravated heart failure. Follow-up period was 25±7months. RESULTS: Multivariate analysis in a Cox proportional hazard model revealed serum albumin was an independent predictor for adverse prognosis (HR 0.96,CI 0.94-0.99, P=0.02), and the patients with higher NT-proBNP and lower albumin than median had the highest risk for cardiac events (HR 2.89, CI 1.90-4.40, P<0.01). CONCLUSION: Serum albumin is a significant prognosis indicator for heart failure and it adds important information to NT-proBNP.


Asunto(s)
Insuficiencia Cardíaca/sangre , Péptido Natriurético Encefálico/análisis , Fragmentos de Péptidos/análisis , Albúmina Sérica/análisis , Adulto , Anciano , Pueblo Asiatico , Biomarcadores/sangre , Estudios de Cohortes , Femenino , Insuficiencia Cardíaca/diagnóstico , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Análisis Multivariante , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo
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