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OBJECTIVE: To present a novel method that uses an epigenetic fingerprint to measure changes in plasma concentrations of cardiac-specific cell-free DNA (CS-cfDNA) as a marker of myocardial cell death. METHODS: This prospective, analytic, observational comparative study included patients with heart disease or multiple risk factors for heart disease undergoing major noncardiac, mostly vascular surgery, requiring an arterial-line, and at least 24 h hospitalization in the post anaesthesia care unit or critical care unit after surgery. Blood samples were collected at least four times per patient to measure troponin-T (via high-sensitivity troponin-T test) and CS-cfDNA pre- and postoperatively. RESULTS: A total of 117 patients were included (group 1, 77 patients [66%] with low preoperative and postoperative troponin-T; group 2, 18 patients [15%] with low preoperative but increased postoperative troponin-T; group 3, 16 patients [14%] with high troponin-T both preoperatively and postoperatively; and group 4, six patients [5%] with elevated preoperative troponin-T that decreased postoperatively). The increase in CS-cfDNA after surgery was statistically significant only in group 2, which correlated with an increase in troponin-T in the same group. CONCLUSIONS: CS-cfDNA increased early postoperatively, particularly in patients with silent postoperative troponin elevation, and was correlated with an increase in troponin-T. These results may suggest that, in the subgroup of patients with postoperative elevated troponin, cardiomyocyte death indeed occurred.
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Ácidos Nucleicos Libres de Células , Troponina T , Humanos , Biomarcadores , ADN , Estudios Prospectivos , Procedimientos Quirúrgicos Vasculares/efectos adversos , Infarto del Miocardio , Complicaciones PosoperatoriasRESUMEN
BACKGROUND: Vascular endothelial cells (VECs) are an essential component of each tissue, contribute to multiple pathologies, and are targeted by important drugs. Yet, there is a shortage of biomarkers to assess VEC turnover. METHODS: To develop DNA methylation-based liquid biopsies for VECs, we determined the methylome of VECs isolated from freshly dissociated human tissues. FINDINGS: A comparison with a human cell-type methylome atlas yielded thousands of loci that are uniquely unmethylated in VECs. These sites are typically gene enhancers, often residing adjacent to VEC-specific genes. We also identified hundreds of genomic loci that are differentially methylated in organotypic VECs, indicating that VECs feeding specific organs are distinct cell types with a stable epigenetic identity. We established universal and lung-specific VEC markers and evaluated their presence in circulating cell-free DNA (cfDNA). Nearly 2.5% of cfDNA in the plasma of healthy individuals originates from VECs. Sepsis, graft versus host disease, and cardiac catheterization are associated with elevated levels of VEC-derived cfDNA, indicative of vascular damage. Lung-specific VEC cfDNA is selectively elevated in patients with chronic obstructive pulmonary disease (COPD) or lung cancer, revealing tissue-specific vascular turnover. CONCLUSIONS: VEC cfDNA biomarkers inform vascular dynamics in health and disease, potentially contributing to early diagnosis and monitoring of pathologies, and assessment of drug activity. FUNDING: This work was supported by the Beutler Research Program, Helmsley Charitable Trust, JDRF, Grail and the DON Foundation (to Y.D.). Y.D holds the Walter & Greta Stiel Chair in heart studies. B.G., R.S., J.M., D.N., T.K., and Y.D. filed patents on cfDNA analysis.
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Ácidos Nucleicos Libres de Células , Epigenoma , Humanos , Endotelio Vascular , Células Endoteliales/metabolismo , Biomarcadores/metabolismo , Biopsia LíquidaRESUMEN
We present a patient who was admitted for carotid endarterectomy due to tight carotid stenosis and recent amaurosis fugax. His medical history included significant coronary artery disease with stable angina pectoris, hypertension with wide pulse pressure, chronic renal failure, and anemia. During preparation for surgery, the patient developed type 2 myocardial infarction with prolonged chest pain, ST depressions on electrocardiogram, and significant troponin elevations. The patient posed a serious clinical dilemma whether to continue with surgery despite the type 2 myocardial infarction or postpone the surgery. We discuss the diagnostic tests and the decision-making processes that guided us in the preoperative period.
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Estenosis Carotídea/cirugía , Endarterectomía Carotidea/métodos , Infarto del Miocardio/diagnóstico por imagen , Anciano de 80 o más Años , Estenosis Carotídea/complicaciones , Toma de Decisiones Clínicas , Electrocardiografía , Humanos , Masculino , Infarto del Miocardio/etiología , Infarto del Miocardio/metabolismo , Atención Perioperativa , Resultado del Tratamiento , Troponina/metabolismoRESUMEN
Methylation patterns of circulating cell-free DNA (cfDNA) contain rich information about recent cell death events in the body. Here, we present an approach for unbiased determination of the tissue origins of cfDNA, using a reference methylation atlas of 25 human tissues and cell types. The method is validated using in silico simulations as well as in vitro mixes of DNA from different tissue sources at known proportions. We show that plasma cfDNA of healthy donors originates from white blood cells (55%), erythrocyte progenitors (30%), vascular endothelial cells (10%) and hepatocytes (1%). Deconvolution of cfDNA from patients reveals tissue contributions that agree with clinical findings in sepsis, islet transplantation, cancer of the colon, lung, breast and prostate, and cancer of unknown primary. We propose a procedure which can be easily adapted to study the cellular contributors to cfDNA in many settings, opening a broad window into healthy and pathologic human tissue dynamics.
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Ácidos Nucleicos Libres de Células/genética , Algoritmos , Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Células Cultivadas , Neoplasias del Colon/genética , Islas de CpG/genética , Metilación de ADN/genética , Células Endoteliales/metabolismo , Eritrocitos/metabolismo , Hepatocitos/metabolismo , Humanos , Leucocitos/metabolismo , Neoplasias Pulmonares/genética , Regiones Promotoras Genéticas/genética , Sepsis/genéticaRESUMEN
Liver damage is typically inferred from serum measurements of cytoplasmic liver enzymes. DNA molecules released from dying hepatocytes are an alternative biomarker, unexplored so far, potentially allowing for quantitative assessment of liver cell death. Here we describe a method for detecting acute hepatocyte death, based on quantification of circulating, cell-free DNA (cfDNA) fragments carrying hepatocyte-specific methylation patterns. We identified 3 genomic loci that are unmethylated specifically in hepatocytes, and used bisulfite conversion, PCR, and massively parallel sequencing to quantify the concentration of hepatocyte-derived DNA in mixed samples. Healthy donors had, on average, 30 hepatocyte genomes/ml plasma, reflective of basal cell turnover in the liver. We identified elevations of hepatocyte cfDNA in patients shortly after liver transplantation, during acute rejection of an established liver transplant, and also in healthy individuals after partial hepatectomy. Furthermore, patients with sepsis had high levels of hepatocyte cfDNA, which correlated with levels of liver enzymes aspartate aminotransferase (AST) and alanine aminotransferase (ALT). Duchenne muscular dystrophy patients, in which elevated AST and ALT derive from damaged muscle rather than liver, did not have elevated hepatocyte cfDNA. We conclude that measurements of hepatocyte-derived cfDNA can provide specific and sensitive information on hepatocyte death, for monitoring human liver dynamics, disease, and toxicity.
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Biomarcadores/sangre , Ácidos Nucleicos Libres de Células/sangre , Hepatocitos/metabolismo , Hepatopatías/sangre , Hepatopatías/diagnóstico , Hígado/metabolismo , Alanina Transaminasa/análisis , Aspartato Aminotransferasas/análisis , Proteínas Sanguíneas/genética , Muerte Celular , Metilación de ADN , Glicoproteínas/genética , Hepatectomía , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Hígado/enzimología , Trasplante de Hígado , Proteínas Inhibidoras de Proteinasas Secretoras/genética , Receptor IGF Tipo 2/genética , Sensibilidad y EspecificidadRESUMEN
Detection of cardiomyocyte death is crucial for the diagnosis and treatment of heart disease. Here we use comparative methylome analysis to identify genomic loci that are unmethylated specifically in cardiomyocytes, and develop these as biomarkers to quantify cardiomyocyte DNA in circulating cell-free DNA (cfDNA) derived from dying cells. Plasma of healthy individuals contains essentially no cardiomyocyte cfDNA, consistent with minimal cardiac turnover. Patients with acute ST-elevation myocardial infarction show a robust cardiac cfDNA signal that correlates with levels of troponin and creatine phosphokinase (CPK), including the expected elevation-decay dynamics following coronary angioplasty. Patients with sepsis have high cardiac cfDNA concentrations that strongly predict mortality, suggesting a major role of cardiomyocyte death in mortality from sepsis. A cfDNA biomarker for cardiomyocyte death may find utility in diagnosis and monitoring of cardiac pathologies and in the study of normal human cardiac physiology and development.
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Ácidos Nucleicos Libres de Células/sangre , Metilación de ADN , Miocitos Cardíacos/metabolismo , Miocitos Cardíacos/patología , Adulto , Biomarcadores/sangre , Estudios de Casos y Controles , Muerte Celular/fisiología , Ácidos Nucleicos Libres de Células/química , Creatina Quinasa/sangre , Cardiopatías/sangre , Cardiopatías/diagnóstico , Cardiopatías/patología , Humanos , Reacción en Cadena de la Polimerasa/métodos , Valores de Referencia , Infarto del Miocardio con Elevación del ST/sangre , Infarto del Miocardio con Elevación del ST/diagnóstico , Infarto del Miocardio con Elevación del ST/patología , Troponina/sangreAsunto(s)
Troponina I , Troponina , Biomarcadores , Humanos , Infarto del Miocardio , Periodo PosoperatorioRESUMEN
BACKGROUND: Myocardial dysfunction may contribute to the haemodynamic instability which accompanies sepsis, and may result in circulatory failure. There is no association between systolic dysfunction (SD) and mortality in septic patients and there is conflicting evidence regarding the effects of diastolic dysfunction (DD) on mortality in septic patients. METHODS: We conducted a systematic review and meta-analysis to investigate DD and mortality in septic patients. We included studies conducted in this patient population which investigated the association between DD reported according to tissue Doppler imaging (TDI) criteria and mortality, using the longest reported follow-up. As a secondary endpoint, we evaluated the association between SD and mortality according to the results reported by the retrieved studies. RESULTS: We included seven studies in our meta-analysis with 636 septic patients, 48% of them were found to have DD. We found a significant association between DD and mortality (RR 1.82, 95% CI 1.12-2.97, p = 0.02). This finding remained valid in a further analysis which including an older study reporting DD without TDI criteria. Five studies reported data on SD for a total of 581 patients, 29.6% of them with SD. No association was found between SD and mortality (RR 0.93, 95% CI 0.62-1.39, p = 0.73). Looking at subgroups, there was a trend towards higher mortality comparing isolated DD or combined SD-DD vs normal heart function (p = 0.10 and p = 0.05, respectively). CONCLUSIONS: Diastolic dysfunction is common in septic patients and it is associated with mortality. Systolic dysfunction is less common and is not associated with mortality in this group of patients.
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Diástole/fisiología , Insuficiencia Cardíaca Diastólica/mortalidad , Sepsis/mortalidad , Insuficiencia Cardíaca Diastólica/fisiopatología , Humanos , Sepsis/fisiopatologíaRESUMEN
BACKGROUND: In vitro studies suggested that circulating inflammatory cytokines cause septic myocardial dysfunction. However, no in vivo clinical study has investigated whether serum inflammatory cytokine concentrations correlate with septic myocardial dysfunction. METHODS: Repeated echocardiograms and concurrent serum inflammatory cytokines (IL-1ß, IL-6, IL-8, IL-10, IL-18, tumor necrosis factor-α, and monocyte chemoattractant protein-1) and cardiac biomarkers (high-sensitivity [hs] troponin-T and N-terminal pro-B-type natriuretic peptide [NT-proBNP]) were examined in 105 patients with severe sepsis and septic shock. Cytokines and biomarkers were tested for correlations with systolic and diastolic dysfunction, sepsis severity, and mortality. RESULTS: Systolic dysfunction defined as reduced left ventricular ejection fraction (LVEF) < 50% or < 55% and diastolic dysfunction defined as e'-wave < 8 cm/s on tissue-Doppler imaging (TDI) or E/e'-ratio were found in 13 (12%), 24 (23%), 53 (50%), and 26 (25%) patients, respectively. Forty-four patients (42%) died in-hospital. All cytokines, except IL-1, correlated with Sequential Organ Failure Assessment and APACHE (Acute Physiology and Chronic Health Evaluation) II scores, and all cytokines predicted mortality. IL-10 and IL-18 independently predicted mortality among cytokines (OR = 3.1 and 28.3, P = .006 and < 0.0001). However, none of the cytokines correlated with LVEF, end-diastolic volume index (EDVI), stroke-volume index (SVI), or s'-wave and e'-wave velocities on TDI (Pearson linear and Spearman rank [ρ] nonlinear correlations). Similarly, no differences were found in cytokine concentrations between patients dichotomized to high vs low LVEF, EDVI, SVI, s'-wave, or e'-wave (Mann-Whitney U tests). In contrast, NT-proBNP strongly correlated with both reduced LVEF and reduced e'-wave velocity, and hs-troponin-T correlated mainly with reduced e'-wave. CONCLUSIONS: Unlike cardiac biomarkers, none of the measured inflammatory cytokines correlates with systolic or diastolic myocardial dysfunction in severe sepsis or septic shock.
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Quimiocina CCL2/sangre , Interleucinas/sangre , Choque Séptico/sangre , Choque Séptico/complicaciones , Factor de Necrosis Tumoral alfa/sangre , Disfunción Ventricular Izquierda/sangre , Anciano , Anciano de 80 o más Años , Biomarcadores/sangre , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Péptido Natriurético Encefálico/sangre , Fragmentos de Péptidos/sangre , Choque Séptico/mortalidad , Volumen Sistólico/fisiología , Troponina T/sangre , Ultrasonografía , Disfunción Ventricular Izquierda/complicaciones , Disfunción Ventricular Izquierda/diagnóstico por imagenRESUMEN
OBJECTIVE: Serum troponin concentrations predict mortality in almost every clinical setting they have been examined, including sepsis. However, the causes for troponin elevations in sepsis are poorly understood. We hypothesized that detailed investigation of myocardial dysfunction by echocardiography can provide insight into the possible causes of troponin elevation and its association with mortality in sepsis. DESIGN: Prospective, analytic cohort study. SETTING: Tertiary academic institute. PATIENTS: A cohort of ICU patients with severe sepsis or septic shock. INTERVENTIONS: Advanced echocardiography using global strain, strain-rate imaging and 3D left and right ventricular volume analyses in addition to the standard echocardiography, and concomitant high-sensitivity troponin-T measurement in patients with severe sepsis or septic shock. MEASUREMENTS AND MAIN RESULTS: Two hundred twenty-five echocardiograms and concomitant high-sensitivity troponin-T measurements were performed in a cohort of 106 patients within the first days of severe sepsis or septic shock (2.1 ± 1.4 measurements/patient). Combining echocardiographic and clinical variables, left ventricular diastolic dysfunction defined as increased mitral E-to-strain-rate e'-wave ratio, right ventricular dilatation (increased right ventricular end-systolic volume index), high Acute Physiology and Chronic Health Evaluation-II score, and low glomerular filtration rate best correlated with elevated log-transformed concomitant high-sensitivity troponin-T concentrations (mixed linear model: t = 3.8, 3.3, 2.8, and -2.1 and p = 0.001, 0.0002, 0.006, and 0.007, respectively). Left ventricular systolic dysfunction determined by reduced strain-rate s'-wave or low ejection fraction did not significantly correlate with log(concomitant high-sensitivity troponin-T). Forty-one patients (39%) died in-hospital. Right ventricular end-systolic volume index and left ventricular strain-rate e'-wave predicted in-hospital mortality, independent of Acute Physiology and Chronic Health Evaluation-II score (logistic regression: Wald = 8.4, 6.6, and 9.8 and p = 0.004, 0.010, and 0.001, respectively). Concomitant high-sensitivity troponin-T predicted mortality in univariate analysis (Wald = 8.4; p = 0.004), but not when combined with right ventricular end-systolic volume index and strain-rate e'-wave in the multivariate analysis (Wald = 2.3, 4.6, and 6.2 and p = 0.13, 0.032, and 0.012, respectively). CONCLUSIONS: Left ventricular diastolic dysfunction and right ventricular dilatation are the echocardiographic variables correlating best with concomitant high-sensitivity troponin-T concentrations. Left ventricular diastolic and right ventricular systolic dysfunction seem to explain the association of troponin with mortality in severe sepsis and septic shock.
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Sepsis/complicaciones , Sepsis/mortalidad , Troponina C/sangre , Disfunción Ventricular Izquierda/complicaciones , Disfunción Ventricular Derecha/complicaciones , APACHE , Centros Médicos Académicos , Anciano , Biomarcadores , Comorbilidad , Dilatación , Ecocardiografía Tridimensional , Femenino , Mortalidad Hospitalaria , Humanos , Unidades de Cuidados Intensivos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Sepsis/sangre , Choque Séptico/complicaciones , Choque Séptico/fisiopatologíaRESUMEN
AIMS: Systolic dysfunction in septic shock is well recognized and, paradoxically, predicts better outcome. In contrast, diastolic dysfunction is often ignored and its role in determining early mortality from sepsis has not been adequately investigated. METHODS AND RESULTS: A cohort of 262 intensive care unit patients with severe sepsis or septic shock underwent two echocardiography examinations early in the course of their disease. All clinical, laboratory, and survival data were prospectively collected. Ninety-five (36%) patients died in the hospital. Reduced mitral annular e'-wave was the strongest predictor of mortality, even after adjusting for the APACHE-II score, low urine output, low left ventricular stroke volume index, and lowest oxygen saturation, the other independent predictors of mortality (Cox's proportional hazards: Wald = 21.5, 16.3, 9.91, 7.0 and 6.6, P< 0.0001, <0.0001, 0.002, 0.008, and 0.010, respectively). Patients with systolic dysfunction only (left ventricular ejection fraction ≤50%), diastolic dysfunction only (e'-wave <8 cm/s), or combined systolic and diastolic dysfunction (9.1, 40.4, and 14.1% of the patients, respectively) had higher mortality than those with no diastolic or systolic dysfunction (hazard ratio = 2.9, 6.0, 6.2, P= 0.035, <0.0001, <0.0001, respectively) and had significantly higher serum levels of high-sensitivity troponin-T and N-terminal pro-B-type natriuretic peptide (NT-proBNP). High-sensitivity troponin-T was only minimally elevated, whereas serum levels of NT-proBNP were markedly elevated [median (inter-quartile range): 0.07 (0.02-0.17) ng/mL and 5762 (1001-15 962) pg/mL, respectively], though both predicted mortality even after adjusting for highest creatinine levels (Wald = 5.8, 21.4 and 2.3, P= 0.015, <0.001 and 0.13). CONCLUSION: Diastolic dysfunction is common and is a major predictor of mortality in severe sepsis and septic shock.
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Insuficiencia Cardíaca Diastólica/mortalidad , Sepsis/mortalidad , Disfunción Ventricular Izquierda/mortalidad , Adulto , Anciano , Cuidados Críticos , Ecocardiografía , Femenino , Insuficiencia Cardíaca Diastólica/sangre , Mortalidad Hospitalaria , Humanos , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Péptido Natriurético Encefálico/metabolismo , Fragmentos de Péptidos/metabolismo , Estudios Prospectivos , Sepsis/sangre , Sepsis/etiología , Choque Séptico/sangre , Choque Séptico/etiología , Choque Séptico/mortalidad , Troponina T/metabolismo , Disfunción Ventricular Izquierda/sangreRESUMEN
PURPOSE OF REVIEW: Three topics are at the forefront of the investigation and treatment of patients with coronary artery disease (CAD) undergoing major noncardiac surgery: prophylactic perioperative beta-blockade (PPBB), prophylactic statins and prophylactic preoperative coronary revascularization (PCR). The purpose of the review is to summarize the investigational efforts in each one of these fields and to provide a subjective evaluation as to their impact on perioperative patient care. RECENT FINDINGS: The data on PPBB are still controversial. Most recent studies are observational with contradicting results on whether PPBB improves perioperative survival and whether chronic beta-blockade is better than beta-blockers added acutely postoperatively. The data on statins are still evolving and the main question remains whether the proven long-term pleiotrophic, plaque-stabilizing effects of statins translate into measurable improvements in hard outcome in the acute, perioperative setting. The data on PCR are also incomplete. The study that previously reported lack of any perioperative benefit to PCR now provides data that in selected patients PCR may nevertheless improve outcome. SUMMARY: These topics demonstrate how difficult it is to prove a significant change in outcome in high-risk CAD patients by prophylactic preoperative measures and that there is no alternative to clinical judgment and individualized patient care.
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Adaptación Fisiológica , Enfermedad de la Arteria Coronaria/cirugía , Cuidados Preoperatorios/métodos , Antagonistas Adrenérgicos beta/uso terapéutico , Angioplastia Coronaria con Balón , Enfermedad de la Arteria Coronaria/tratamiento farmacológico , Enfermedad de la Arteria Coronaria/terapia , Humanos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Cuidados Preoperatorios/instrumentación , Factores de Riesgo , Resultado del TratamientoRESUMEN
BACKGROUND: There is uncertainty regarding the prognostic value of troponin and creatine kinase muscle and brain isoenzyme measurements after noncardiac surgery. METHODS: The current study undertook a systematic review and meta-analysis. The study used six search strategies and included noncardiac surgery studies that provided data from a multivariable analysis assessing whether a postoperative troponin or creatine kinase muscle and brain isoenzyme measurement was an independent predictor of mortality or a major cardiovascular event. Independent investigators determined study eligibility and abstracted data in duplicate. RESULTS: Fourteen studies, enrolling 3,318 patients and 459 deaths, demonstrated that an increased troponin measurement after surgery was an independent predictor of mortality (odds ratio [OR] 3.4, 95% confidence interval [CI] 2.2-5.2), but there was substantial heterogeneity (I(2) = 56%). The independent prognostic capabilities of an increased troponin value after surgery in the 10 studies that assessed intermediate-term (≤ 12 months) mortality was an OR = 6.7 (95% CI 4.1-10.9, I(2) = 0%) and in the 4 studies that assessed long-term (more than 12 months) mortality was an OR = 1.8 (95% CI 1.4-2.3, I(2) = 0%; P < 0.001 for test of interaction). Four studies, including 1,165 patients and 202 deaths, demonstrated an independent association between an increased creatine kinase muscle and brain isoenzyme measurement after surgery and mortality (OR 2.5, 95% CI 1.5-4.0, I(2) = 4%). CONCLUSIONS: An increased troponin measurement after surgery is an independent predictor of mortality, particularly within the first year; limited data suggest an increased creatine kinase muscle and brain isoenzyme measurement also predicts subsequent mortality. Monitoring troponin measurements after noncardiac surgery may allow physicians to better risk stratify and manage their patients.
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Forma MB de la Creatina-Quinasa/análisis , Procedimientos Quirúrgicos Operativos/mortalidad , Troponina/análisis , Biomarcadores/análisis , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/mortalidad , Humanos , PronósticoRESUMEN
BACKGROUND: In a previous study it has been shown that a long-term survival score (LTSS), composed of Lee's Revised Cardiac Risk Index (RCRI) criteria supplemented by age, preoperative electrocardiography (EKG) features, and all types of diabetes to the RCRI criteria, predicts long-term (3-15 years) survival after major vascular surgery. The present study aimed to investigate the performance of LTSS in predicting earlier survival (3 months-3 years) as compared with the RCRI. METHODS: Data from 921 consecutive patients undergoing major vascular surgery (624 patients at Hadassah Medical Center [HMC] and 296 patients in Beth Israel Deaconess Medical Center [BIDMC]) were collected retrospectively. The LTSS was seven points that included the five RCRI factors as well as age >65 years and ST-segment depression on preoperative EKG. Logistic regression and receiver operating characteristic curve (ROC) curve analyses were used to compare the 3 months-3 years mortality between the RCRI and LTSS. RESULTS: The Beth Israel Deaconess Medical Center patients were sicker than the Hadassah Medical Center patients, with higher RCRI (1.2 ± 1.0 vs. 0.81 ± 0.83, p < 0.001) and LTSS (2.6 ± 1.4 vs. 1.7 ± 1.2, p < 0.001) and higher 3-years mortality (36.3% vs. 20.7%, p = 0.005). The LTSS predicted mortality better than RCRI as measured by the area under the ROC curves at all time points between 6 months (0.66 ± 0.03 vs. 0.57 ± 0.04, p = 0.02) and 3 years (0.70 ± 0.02 vs. 0.61 ± 0.02, p < 0.0001) in both institutions, but not 3-months mortality. The LTSS also provided better discrimination between each adjacent two-risk score than the RCRI. CONCLUSIONS: Age >65 years, ST-segment depression on preoperative 12-lead EKG, and all types of diabetes added to the RCRI significantly improved the preoperative prediction of mortality after 6 months following major vascular surgery.