Abstract 16397: Presence of Myocardial Injury on Admission is Associated With an Increase in All-cause Mortality in Patients With COVID-19

Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Zain Ahmed ◽  
Avinainder Singh ◽  
Lina Vadlamani ◽  
Maxwell Eder ◽  
Zaniar Ghazizadeh ◽  
...  

Introduction: COVID-19 has emerged as a global health crisis resulting in nearly half a million deaths worldwide to date. Patients with COVID-19 experience significant cardiovascular manifestations including myocardial injury. We sought to determine the risk of myocardial injury within 24 hours of admission on all-cause mortality in patients with COVID-19. Methods: This was a prospective cohort study of patients hospitalized with COVID-19 at a major academic medical center between March 1, 2020-June 1, 2020. The combination of cardiac troponin T (cTnT) elevation (defined as ≥0.01 ng/mL) within 24 hours of admission and an elevated NT-proBNP (defined as >450.0 pg/mL) on admission were used as biomarker surrogates for myocardial injury. Results: There were n = 415 consecutive patients who were hospitalized with COVID-19 with a median age of 68.5 years (IQR 58-81), 44.8% were women, a median BMI of 28.8 (IQR 24.6-35.6), 5.8% of patients had end-stage renal disease on dialysis, 21.6% had a prior diagnosis of coronary artery disease and 21.8% had a prior diagnosis of congestive heart failure. Among patients with at least one positive cTnT level within 24 hours of admission, the median cTnT level was 0.04 ng/mL (IQR 0.01-0.77 ng/mL). Among those with elevated BNP, the median BNP was 1930 pg/mL (IQR 799-5826 pg/mL) on admission. Patients with COVID-19 who had an elevation in both cardiac biomarkers on admission had higher all-cause mortality than patients with COVID-19 who had negative biomarkers (38.2% vs. 7.5%, respectively, p-value < 0.001), with nearly a 5-fold increase in mortality when adjusted for age, gender, BMI and renal dysfunction (adjusted OR 4.9, p-value: 0.003, 95% CI 1.7-13.9, See Figure) Conclusion: Myocardial injury is common in patients with COVID-19 and is associated with a significantly increased risk of death. Cardiac biomarkers on admission can serve as prognostic factors and may guide early management of COVID-19.

Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Ginger Y Jiang ◽  
Warren J Manning ◽  
Lawrence Markson ◽  
A. R Garan ◽  
Marwa A Sabe ◽  
...  

Background: The effect of mitral regurgitation (MR) severity on heart failure (HF) hospitalization and mortality in individuals with a preserved ejection fraction (LVEF) and no prior HF history is uncertain. Methods: Transthoracic echocardiogram (TTE) reports from patients with an LVEF > 50% at our institution were linked to complete Medicare inpatient claims, 2003-2017. Patients with HF hospitalization within the 12 months prior to TTE were excluded. We evaluated the relationship of baseline MR severity and time to the composite of all-cause mortality or HF hospitalization using the Kaplan-Meier technique. Secondary outcomes included the individual components of all-cause mortality and HF hospitalization, adjusting for the competing risk of death with Fine-Gray methods. Results: A total of 18,315 individuals met inclusion criteria (77.6 ±7.7 years, 54.3% female). Over a median follow-up time of 6.5 (IQR 3.0 to 10.2) years, the primary endpoint occurred in 7566 individuals (50.6%) of whom 6,927 (37.8%) died and 1703 (13.9%) were admitted for HF at a median of 1.4 (IQR 0.2 to 4.3) years and 1.6 (IQR 0.2 to 4.3) years respectively ( Figure ). After multivariable adjustment, MR severity was not associated with the primary or secondary outcome at 1-, 3-, 5-, or 10-years after TTE (p > 0.05 for all). Mitral valve prolapse (MVP) was associated with decreased risk of the primary outcome at 1-year and 3-years (interaction p-value = 0.04 for both). Jet eccentricity did not impact the observed relationship (interaction p-value > 0.05). Conclusions: In this large, single institution echocardiographic study of individuals with preserved ejection fraction and no prior history of HF, MR severity was not associated with an increased risk of all-cause mortality or HF hospitalization. Presence of MVP was associated with decreased risk of the primary outcome with increasing MR severity.


2021 ◽  
Author(s):  
Bert Zwaenepoel ◽  
Sebastiaan Dhont ◽  
Eric Hoste ◽  
Sofie Gevaert ◽  
Hannah Schaubroeck

Abstract Background Early risk stratification is crucial in critically ill COVID-19 patients. Myocardial injury is associated with worse outcome. This study aimed to evaluate cardiac biomarkers and echocardiographic findings in critically ill COVID-19 patients and to assess their association with 30-day mortality in comparison to other biomarkers, risk factors and clinical severity scores.Methods Prospective, single-center, cohort study in patients with PCR-confirmed, critical COVID-19. Laboratory assessment included high sensitive troponin T (hs-cTnT) and N-terminal pro-brain natriuretic peptide (NT-proBNP) on admission to ICU: a hs-cTnT ≥ 14 pg/mL and a NT-proBNP ≥ 450 pg/mL were considered as elevated. Transthoracic echocardiographic evaluation was performed within the first 48 hours of ICU admission. The primary outcome was 30-day all-cause mortality. Predictive markers for mortality were assessed by ROC analysis and cut-off values by the Youden Index.Results A total of 100 patients were included. The median age was 63.5 years, the population was predominantly male (66%). At the time of ICU admission, 47% of patients had elevated hs-cTnT and 39% had elevated NT-proBNP. Left ventricular ejection fraction was below 50% in 19.1%. Elevated cardiac biomarkers (hs-cTnT P-value < 0.001, NT-proBNP P-value = 0.001) and impaired left ventricular function (P-value 0.011) were significantly associated with mortality, while other biomarkers (D-dimers, ferritin, C-reactive protein) and clinical scores (SOFA) did not differ significantly between survivors and non-survivors. An optimal cut-off value to predict increased risk for 30-day all-cause mortality was 16.5 pg/mL for hs-cTnT (OR 8.5, 95% CI: 2.9, 25.0) and 415.5 pg/ml for NT-proBNP (OR 5.1, 95% CI: 1.8, 14.7).Conclusion Myocardial injury in COVID-19 is common. Early detection of elevated hs-cTnT and NT-proBNP are predictive for 30-day mortality in patients with critical COVID-19. These markers outperform other routinely used biomarkers, as well as clinical indices of disease severity in ICU. The additive value of routine transthoracic echocardiography is disputable and should only be considered if it is likely to impact therapeutic management.


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Meena Zareh ◽  
Alina Levine ◽  
John L Berk ◽  
Omar K Siddiqi ◽  
Deepa M Gopal ◽  
...  

Introduction: Hereditary transthyretin amyloid cardiomyopathy (pV142I hATTR-CM) is an under-recognized cause of heart failure (HF) in elderly patients of African origin. While we have previously demonstrated that the endogenous TTR ligand retinol binding protein 4 (RBP4) identifies patients with hATTR-CM, its capacity to predict outcomes is unexplored. Further, comparative data are lacking describing clinical outcomes in hATTR-CM vs. matched patients with HF. Hypothesis: Reduced survival is associated with pV142I hATTR-CM when compared to an age, race, sex matched patients with HF. Methods: Retrospective, single center, cohort study of self-reported African American patients ≥ 60 years of age with normal TTR genotype, HF, and LV wall thickness ≥ 12mm (n=84) were compared to a cohort with biopsy-proven pV142I hATTR-CM (n=30). Patients did not receive ATTR-specific therapies, as study occurred prior to FDA approvals. Baseline laboratory values were measured. All-cause mortality was estimated and compared between groups based on a median followup of 45.4 months. Analyses were conducted with Fisher Exact, Kruskal Wallis, and Kaplan-Meier with log-rank testing. Results: hATTR-CM patients were slightly older but less likely to have concomitant HTN or DM (Table 1). Baseline RBP4 concentration was lower while troponin level higher in patients with hATTR-CM (Table 1). hATTR-CM patients had a higher hazard of all-cause mortality after adjusting for age (HR=3.5, 95% CI: 1.8 – 6.7, p<0.001). Baseline RBP4 was not a significant predictor of mortality (p-value=0.195). Conclusions: Patients pV142I hATTR-CM demonstrate significantly reduced survival (a 3.5-fold increased risk of death, 43% 4-year survival) compared to control subjects with HF in the absence of amyloidosis. Baseline RBP4 concentration did not associate with survival. These data suggest that hATTR-CM recognition is essential to permit implementation of available therapies that can improve survival.


2020 ◽  
Author(s):  
Emily S. Heilbrunn ◽  
Paddy Ssentongo ◽  
Vernon M. Chinchilli ◽  
Anna E. Ssentongo

AbstractBackgroundOver 1 billion individuals across the globe experience some form of sleep apnea, and this number is steadily rising. Obstructive sleep apnea (OSA) can negatively influence one’s quality of life and potentially increase the risk of mortality. However, this association between OSA and mortality has not been comprehensively and thoroughly explored. This meta-analysis was conducted to conclusively estimate the risk of death for all-cause mortality and cardiovascular mortality in OSA patients.Study Design4,613 articles from databases including PUBMED, OVID & Joana Briggs, and SCOPUS were comprehensively assessed by two reviewers (AES & ESH) for inclusion criteria. 28 total articles were included, with 22 of them being used for quantitative analysis. Pooled effects of all-cause mortality, cardiac mortality, and sudden death were calculated by utilizing the metaprop function in R Statistical Software and the random-effects model with appropriate 95% confidence intervals.ResultsAnalysis on 42,032 individuals revealed that those with OSA were twice as likely to die from cardiac mortality compared to those without sleep apnea (HR= 1.94, 95%CI 1.39-2.70). Likewise, individuals with OSA were 1.7 times as likely to die from all-cause sudden death compared to individuals without sleep apnea (HR= 1.74, 95%CI 1.40-2.10). There was a significant dose response relationship between severity of sleep apnea and incidence risk of death, where those with severe sleep apnea wereConclusionsIndividuals with obstructive sleep apnea are at an increased risk for all-cause mortality and cardiac mortality. Further research related to appropriate interventions and treatments are necessary in order to reduce this risk and optimize survival in this population.Key MessagesWhat is the key question?Are individuals with sleep apnea at an increased risk for cardiovascular mortality and sudden death?What is the bottom Line?Sleep apnea is associated with an increased risk of cardiovascular mortality and sudden death, with a dose response relationship, where those with severe sleep apnea are at the highest risk of mortality.Why read on?This is the first systematic review and meta-analyses to synthesize and quantify the risk of mortality in those with sleep apnea, highlighting important directions for future research.Prospero Registration IDCRD42020164941


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 4670-4670
Author(s):  
Tine Bichel Lauritsen ◽  
Lene Sofie Granfeldt Oestgaard ◽  
Kirsten Groenbaek ◽  
Susanne Oksbjerg Dalton ◽  
Jan M. Norgaard

Abstract Background: Five-year overall survival for patients with myelodysplastic syndromes (MDS) is around 30%. Adverse prognostic factors include advancing age, higher blast cell percentage, poor risk cytogenetics, two or more cytopenias, high burden of comorbidity, and transfusion-dependency. The impact of socioeconomic position on clinical outcomes in MDS patients is however unclear. In this nationwide population-based cohort-study, we therefore examined the associations between the individual-level socioeconomic markers education level, cohabitation status, and income, and the risk of progression to acute myeloid leukemia (AML), and all-cause mortality among MDS patients. Methods: Using the Danish Myelodysplastic Syndromes Database, we identified all patients with incident MDS diagnosed between January 1st 2010 and December 31th 2018. The database holds valid and detailed patient- and disease-characteristics on all Danish MDS patients diagnosed since 2010. We linked the study-population with individual-level information on education, cohabitation status, income, comorbidity, progression to AML, and vital status retrieved from high-quality Danish population-based registries. We computed absolute risks of progression to AML and all-cause mortality using the cumulative incidence (risk) function accounting for death as competing risk when AML was the outcome. Also, 1-year, 3-year, and 5-year relative risks (RRs) of progression to AML and death were computed using the pseudovalue approach. All results were given crude and adjusted for age, sex, socioeconomic position (SEP), comorbidity and subtype of MDS according to the "International Prognostic Scoring System" (IPSS) and with 95% confidence intervals (CIs). Results: The final cohort comprised 2233 MDS patients (median age 75 years, 63% males). Median follow-up time was 1.7 years. The 1-year risks of progression to AML was similar across education levels (long education (&gt;13 years): 5%, medium education (9-12 years): 6%, short education (&lt;9 years): 6%. In adjusted models, there were no associations between education, income or cohabitation status and risk of progression to AML (Table 1). Still, patients with a short education had higher 1-year all-cause mortality (33%) compared to those with medium (22%) and longer education (21%) (Figure 1). In adjusted models the risk of death one year from diagnosis was higher in patients with short vs. longer education [RR=1.26 (95% CI: 1.03-1.55)], in patients with lower vs. higher income [RR=1.43 (95% CI: 1.17-1.75)], and among patients who were living alone compared to those who lived with someone [RR=1.19 (1.02-1.39)]. The increased risk of death among patients with short education, low income, and those who lived alone persisted after 3-year and 5-years of follow-up (Table 1). Conclusion: In a real world setting, shorter education, living alone, and lower income were not associated with increased risk of progression to AML but with inferior survival in Danish MDS patients. These results suggest that in spite of "free and equal access" to healthcare and cancer treatment in Denmark, short education, living alone, and low income are adverse prognostic factors for patients with MDS. Further analyses are ongoing to get insight into the mechanisms driving these socioeconomic disparities in MDS patients. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.


Author(s):  
Vasudeva Acharya ◽  
Mohammed Fahad Khan ◽  
Srinivas Kosuru ◽  
Sneha Mallya

Background: Dengue is one of the important causes of acute febrile illnesses in India. Dengue can be a fatal disease, however there are no reliable markers which can predict mortality among these patients.Methods: A prospective cross sectional study was done in patients who were admitted to a tertiary care hospital with features of dengue fever. A total of 364 patients with IgM dengue serology positive were included in the study. Relevant clinical and laboratory parameters were collected from all patients. Association between clinico-laboratory parameters with mortality was studied using appropriate statistical methods.Results: Among the 364 patients recruited in this study, 14 (3.85%) patients died. Mortality among patients with age group 18-40 years was 2.04%, in patients aged above 40 years was 7.56%. Mortality among patients with hypotension was 42.42% (14 out of 33), bleeding manifestations was 15.38% (8/52), platelets <20,000/mm3 was 10.41% (10/96), ALT >200 was 13.04% (6/46), AST>200 was 12.34% (10/81), prolonged prothrombin time was 60%(12/20), renal failure was 28%(14/50), encephalopathy was 31.57% (6/19), multi organ dysfunction syndrome(MODS) was 43.33% (13/30), acute respiratory distress syndrome (ARDS) was 45.45% (5/11), pleural effusion was 7.5% (6/80).Conclusions: The overall mortality in the present study was 3.85%. Following variables were associated with increased risk of death among the dengue patients: Age >40 years, presence of hypotension, platelets <20000 cells/mm3, ALT>200U/L, AST>200U/L, prolonged prothrombin time, presence of renal failure, encephalopathy, MODS, ARDS and bleeding tendency (p value <0.05). Early identification of factors associated with mortality can help to make appropriate decision on care required.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 4581-4581
Author(s):  
Titilola S. Akingbola ◽  
Chinedu Anthony Ezekekwu ◽  
Joseph Yaria ◽  
Santosh L. Saraf ◽  
Lewis L. Hsu ◽  
...  

Abstract Introduction: Chronic hemolysis occurs in sickle cell anemia as a result of recurrent sickling and other abnormalities of the red blood cells including eryptosis. Exuberant reticulocytosis is anticipated to partially compensate for the resultant anemia. Sickle cell anemia patients may also have aplastic crisis, bone marrow (BM) infarction and erythropoietin deficiency which could lead to reticulocytopenia despite the anemia. High degree of reticulocytosis among asymptomatic infants with sickle cell anemia has been associated with an increased risk of death or stroke during childhood. Assessment of BM function in sickle cell anemia is important due to potential complications associated with both under-activity and hyperactivity. This study aimed at evaluating the erythropoietic function of the BM in steady state sickle cell anemia using corrected reticulocyte counts. Methods: This study was carried out at the hematology clinic in the University College Hospital, Ibadan. HbSS patients in steady state were recruited from the hematology clinic. Local ethical committee approval was obtained and all participants gave written informed consent. Patients with M. tuberculosis, Hepatitis B, HIV and P. falciparum infection were excluded. Peripheral blood samples were analyzed using Sysmex Ki-X21 for complete blood count (CBC) and standard point of care for serum electrolytes and liver function tests. The glomerular filtration rates were calculated using the Cockcroft-Gault formula. Reticulocyte counts were determined manually using fresh samples from K2 EDTA bottles and methylene blue stain. Two drops of stain were mixed with two to four volumes of anticoagulated blood and incubated at 37ºC for 15 minutes. Afterwards, the cells were re-suspended and blood films were made. Corrected reticulocyte count and reticulocyte production index were calculated. Participants were categorized according to corrected reticulocyte counts of greater than or less than 2.5%. Univariate and multivariate analyses were performed to determine variables associated with corrected reticulocyte count <2.5%. Results: 92 HbSS patients were recruited with a mean (SD) age of 19.6 (5.8) years. There was no correlation between age and eGFR (p-value: 0.227). Median (range) reticulocyte count, corrected reticulocyte count and reticulocyte production index were 5.5 (0.5 - 29.9), 3.3 (0.1 - 17.1) and 1.7 (0.2 - 8.6) respectively. 40 (43.5%) patients had corrected reticulocyte count <2.5% and 52 (56.5%) had a corrected count >2.5%. Those corrected reticulocyte count <2.5% were older (p: 0.013), taller (p: 0.041) and had higher aspartate transaminase (AST) levels (p: 0.006) than those with corrected counts >2.5% (Table 1). CBC parameters were not different when compared between both groups. Results of multivariate logistic regression analysis carried out showed that only AST was independently linked with corrected reticulocyte count <2.5% (R2: 0.172, p-value: 0.001) (Table 2). Table 1. Factors Associated with Low Reticulocyte Count Corrected count<2.5% Corrected count>2.5% p-Value Age (Mean, SD) 21.4 (6.3) 18.4 (5.0) 0.013 Gender (N, %) Male 22 (55.0) 28 (53.8) 0.912 Female 18 (45.0) 24 (46.2) Height (Mean, SD) 1.6 (0.1) 1.5 (0.1) 0.041 BMI (Mean, SD) 18.7 (3.1) 18.7 (3.0) 0.753 GFR (Mean, SD) 64.3 (37.7) 66.4 (29.3) 0.453 Bilirubin (Mean, SD) 1.7 (1.1) 1.9 (2.6) 0.674 AST (Mean, SD) 22.5 (13.5) 14.5 (6.6) 0.006 ALT (Mean, SD) 13.4 (7.7) 14.4 (11.1) 0.876 Table 2. Independent Predictors of Corrected Reticulocyte Count <2.5% or 95% CI p-Value Age 1.08 0.97 - 1.21 0.169 Height 19.8 0.11 - 366.10 0.259 AST 1.10 1.04 - 1.17 0.002 Hemoglobin 1.00 0.97 - 1.02 0.872 R2: 0.172, p: 0.001 Conclusion: Despite corrected reticulocyte count <2.5% in about half of the patients, there were similar hematological parameters and eGFR in both groups of patients. AST is a marker of hemolysis and low ALT rules out hepatic involvement. Since only 17.2% of the variability in BM response as assessed by corrected reticulocyte count could be accounted for by variables included in this study, there is a need to further evaluate the BM function of sickle cell patients to establish the causes of corrected reticulocyte count <2.5% in the setting of anemia, having ruled out erythropoietin as well as iron, folate or cobalamin deficiencies. This will aid the development of a functional algorithm for the individualized management of sickle cell disease patients with anemia. Disclosures No relevant conflicts of interest to declare.


Circulation ◽  
2008 ◽  
Vol 118 (suppl_18) ◽  
Author(s):  
Jasper Jan Brugts ◽  
Nestor Mercado ◽  
Joachim Ix ◽  
Michael G Shlipak ◽  
Simon R Dixon ◽  
...  

Periprocedural bleeding is one of the most frequent complications of percutaneours coronary interventions. We assessed the relation between blood transfusion and all-cause mortality or incident cardiovascular events (death, MI, stroke) among 6103 patients of the Evaluation of Oral Xemilofiban in Controlling Thrombotic Events (EXCITE)-trial. Subjects were followed for 7 months after enrollment for the occurrence of events. Multivariate Cox-regression analysis evaluated the independent association of blood transfusion with each outcome adjusted for age, gender, race, diabetes mellitus, hypertension, hypercholesterolemia, history of MI, PCI, CABG, heart failure, LVEF<30%, use of beta-blockers, statins, ACE-inhibitors, platelet inhibitors and allocation to treatment with xemolifiban. In addition, propensity score analyses were performed (ROC 0.80). Mean age was 59.2 years, 21.7% were female, and 18.9% had diabetes mellitus. Of the169 patients who received blood transfusion, 14 (8.3%) died and 42 (24.9%) experienced a CVD event. Of the 5934 patients without transfusion, 65 (1.1%) died (p-value: <0.001) and 555 (9,4%) experienced a CVD event (p-value: <0.001) In multivariate analysis, blood transfusion was associated with a 5.3 fold increased risk of mortality (HR 5.3; 95% CI 2.8 –10.2), and a 2.5 fold increased risk of incident CVD (HR 2.5; 95% CI 1.7–3.4.) Noteworthy, patients who were US citizens had a higher transfusion rate then non-US citizens (OR 1.45, 95%CI 1.02–2.06) The need of blood transfusion is a strong and independent predictor of all-cause mortality and incident CVD events among patients undergoing PCI.


Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Michelle C Odden ◽  
Carmen A Peralta ◽  
Mary N Haan ◽  
Kenneth E Covinsky

Introduction: The association between high blood pressure (BP) and risk of death varies by age and appears to be attenuated in some elderly adults. Walking speed is an excellent measure of functional status and may identify which elders may be most at risk for the adverse consequences of hypertension. Hypothesis: We hypothesized that elevated BP would be associated with greater risk of mortality in faster walkers, but not in slower walkers. Methods: The study population included 2,340 persons ≥ 65 years, with measured BP, in the National Health and Nutrition Examination Survey (NHANES) waves 1999-2000 and 2001-2002. Mortality data was linked to death certificate data in the National Death Index. Walking speed was measured over a 20-foot walk; 243 (8%) did not complete the walk for various safety and logistical reasons. Participants with walking speed above the mean (2.7 ft/sec) were classified as faster walkers. Potential confouders included age, sex, race, survey year, lifestyle and physiologic factors, chronic health conditions, and antihypertensive use. Results: There were 589 deaths recorded through December 31 st , 2006. Among faster walkers, those with elevated systolic BP (≥140 mmHg) had a higher mortality rate compared to those with systolic BP <140 mmHg (236 vs. 161 per 100,000 person-years). Among slower walkers, mortality rates did not appear to differ by the presence of elevated systolic BP (586 vs. 563 per 100,000 person-years). This pattern remained after multivariable adjustment; there was an association between elevated systolic BP and mortality in faster, but not slower walkers (Table). Elevated diastolic BP was not independently associated with an increased risk of mortality. Conclusions: If confirmed in other studies, walking speed could be a simple measure to identify elderly adults who are most at risk for poor outcomes related to high blood pressure. Table Association of elevated blood pressure and mortality, stratified by walking speed Hazard Ratio (HR) of Death Faster Walking Speed >2.7 ft/sec (n = 1,279) Slower Walking Speed ≤ 2.7 ft/sec (n = 818) p-value for interaction HR (95% CI) p-value HR (95% CI) p-value Elevated Systolic BP (≥140 mmHg) 1.44 (1.04, 1.99) 0.03 1.08 (0.82, 1.42) 0.56 0.11 Elevated Diastolic BP (≥90 mmHg) 1.09 (0.52, 2.27) 0.82 0.65 (0.30, 1.45) 0.28 0.28 Funding (This research has received full or partial funding support from the American Heart Association, Western States Affiliate (California, Nevada&Utah))


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
A Samaras ◽  
A Kartas ◽  
G Fotos ◽  
D Vasdeki ◽  
G Dividis ◽  
...  

Abstract Background Prior risk stratification schemes for atrial fibrillation (AF) have extensively focused on stroke as the principal outcome. However, an accurate estimation of the risk of death in patients with AF has received disproportional attention. Purpose The aim of this study was to develop and validate a risk score for predicting mortality in patients with AF who underwent a hospitalization for cardiac reasons. Methods The new risk score was developed and internally validated in 887 patients with AF, who were followed up for a median of 2 years. The outcome measure was all-cause mortality. Biomarker samples, echocardiographic data and renal function values were obtained at the date closest to hospital discharge. A Cox-model that determined the variables that significantly contributed to the prediction of all-cause mortality, was adapted to a risk points system through weighting of the model coefficients. The model was internally validated by bootstrapping, assessing both discrimination and calibration. Results 311 all-cause deaths were reported during 1755 person-years of follow-up (incidence rate 17.7 events per 100 person-years). The most important predictors of death were N-terminal pro B-type natriuretic peptide (NT-proBNP), high-sensitivity troponin-T (hs-TnT), left atrial area indexed to body surface area (LAAi), prior cardiac arrest, kidney impairment, congestive heart failure and age, and were included in the BLACCK (AF) death risk score. The score was well-calibrated (observed probabilities adjusted to predicted probabilities) and showed good discriminative ability [c-index 0.87 (95% CI 0.85–0.90)]. The internal validation of the score reported minimal over-fitting (optimism-corrected c-index of 0.85). The 1, 2 and 3-year risk of death derived by the score's total points may be calculated immediately through the nomogram (Figure 1). BLACCK (AF) risk score nomogram Conclusions We developed a simple, well-calibrated and internally validated novel risk score for predicting 1, 2 and 3-year risk of death in patients with AF after a hospitalization for cardiac reasons. The BLACCK (AF) death risk score included both cardiac biomarkers and clinical information, performed well and may assist physicians in decision-making when treating patients with AF.


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