Literature DB >> 36110442

Impact of Atrial Fibrillation on Patients With Inflammatory Bowel Disease Admitted for Colectomy.

Ratib Mahfouz1, Mustafa F Douglas2, Adham E Obeidat3, Mohammad Darweesh4, Mahmoud M Mansour5, Parthav Shah6, Mohammad Aldiabat7, Yazan Aljabiri8, Angela Fishman9.   

Abstract

Introduction Inflammatory bowel disease (IBD) is a chronic, relapsing, inflammatory disorder of the gastrointestinal tract. Patients with IBD may undergo a segmental or total colectomy, depending upon the extent of the disease. It is estimated that approximately 20 to 30 percent of patients with advanced ulcerative colitis will eventually require surgical resection. The incidence and prevalence of Atrial Fibrillation (AF) are increasing globally. There is plausible evidence linking inflammation to the initiation and perpetuation of AF. Given the importance of systemic inflammation in the pathogenesis of AF, an increased risk of the development of other diseases related to systemic inflammation can be expected. Objective Study how AF can affect the outcome of the patients in a population database hospitalized due to IBD flare and in whom colectomy was performed.  Methodology Data from the National Inpatient Sample database from 2016 to 2019 were used to obtain baseline demographic numbers and outcome variables. T-tests and chi-square tests were used to compare data. Univariate and multivariate logistic regression was used to calculate Odds ratios for comorbidities.  Results The study identified 27,165 patients with IBD who had colectomy during the same admission, among whom 2,045 also had AF. AF patients had a statistically significant longer mean LOS than patients without AF (16.79 vs. 11.24 days, p-value 0.001). AF patients also had significantly higher hospital charges ($222,109 vs. $142,011, p-value < 0.001). The mortality rate in IBD undergoing colectomy patients with AF was higher than in patients without AF (13.45% vs. 2.69%, p-value < 0.001), which was also reflected in multivariate analysis with an odds ratio of 2.27 (p-value < 0.001) after adjusting for age, gender, race, and comorbidities. Conclusion Our study showed that a national cohort of IBD patients with a history of colectomy had increased mortality and morbidity in the presence of AF. A finding that can guide physicians to allocate more time to optimizing the management of AF in this group of patients decreases the risk of complications, length of stay, and overall mortality.
Copyright © 2022, Mahfouz et al.

Entities:  

Keywords:  atrial fibrillation; colectomy; ibd; inpatient; worse outcome

Year:  2022        PMID: 36110442      PMCID: PMC9462059          DOI: 10.7759/cureus.27849

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

Inflammatory bowel disease (IBD) is a chronic, relapsing, inflammatory disorder of the gastrointestinal tract. It includes ulcerative colitis (UC) and Crohn’s disease (CD), which show differences in pathology and clinical characteristics [1]. The incidence and prevalence of IBD are increasing worldwide, indicating its emergence as a global disease [2]. Patients with CD and UC may undergo a segmental or total colectomy, depending upon the extent of the disease. Treatment choices should be individualized based on patient characteristics, preferences, and available resources [3]. It is estimated that approximately 20 to 30 percent of patients with advanced ulcerative colitis will eventually require surgical resection [4]. Atrial Fibrillation (AF) incidence and prevalence are on the rise around the world. The prevalence of AF has increased threefold over the last 50 years, according to the Framingham Heart Study. [5] At least 3 to 6 million people in the united states alone have AF, these numbers are projected to reach up to 16 million by 2050 [6]. Various inflammatory markers such as C-reactive protein, tumor necrosis factor-α, and interleukin-2, 6, and 8 have been associated with AF. There is plausible evidence linking inflammation to the initiation and perpetuation of AF [7]. Given the importance of systemic inflammation in the pathogenesis of AF, an increased risk of developing other diseases related to systemic inflammation can be expected. In this article, we will study how AF can affect the outcome of the patients in a population database hospitalized due to IBD flare and in whom the colectomy was performed.

Materials and methods

Data source We conducted a retrospective cohort study for patients admitted to hospitals with a primary diagnosis of IBD who underwent colectomy in the United States from 2016 to 2019 from the database of Healthcare Cost and Utilization Project National Inpatient Sample (NIS). This database is the largest publicly available inpatient health care database in the USA, which sponsored by the Agency for Healthcare Research Quality (AHRQ). This database covers more than 97% of the US population [8].To ensure national representation, a 20 percent probability sample was collected and subsequently weighted. The variables are defined via the International Classification of Disease, 10th revision, and Clinical Modification (ICD-10-CM) codes. Study variables Patients younger than 18 years old were excluded. Patient’s age (in years), gender, race (White, Black, Hispanic, Others), and hospital information (region and bed size) were collected and considered as baseline characteristics. Using ICD-10-CM codes, we were able to identify patients who carry certain comorbidities, including AF, hypertension (HTN), diabetes mellitus (DM), congestive heart disease (CHF), chronic kidney disease (CKD), chronic obstructive pulmonary disease (COPD), and coronary artery disease (CAD). Outcome data, such as total hospital charge, length of stay, in-hospital mortality, and requiring mechanical ventilation were also collected. Statistical analysis STATA software, version 17.0 (StataCorp., College Station, TX, USA), was used for the statistical analysis. Descriptive statistics, such as t-test, and chi-square were used to describe the characteristics of patients with IBD undergoing colectomy with and without AF. We used univariate and multivariate logistic regression analyses to determine factors associated with the studied outcomes. We excluded variables that were not statistically significant (p-value > 0.05) in univariate analysis from the multivariate analysis. For the study and outcome variables, we used odds ratios at 95% confidence intervals. Two-tailed p-values of 0.05 or lower were considered statistically significant.

Results

Patients and hospital characteristics We identified 27,165 patients with IBD undergoing colectomy during the same admission, among which 2,045 patients also had AF diagnoses (Figure 1).
Figure 1

Population's selection criteria for patients with IBD undergoing colectomy with or without atrial fibrillation

IBD: Inflammatory bowel disease; AF: Atrial fibrillation

Population's selection criteria for patients with IBD undergoing colectomy with or without atrial fibrillation

IBD: Inflammatory bowel disease; AF: Atrial fibrillation Patients with AF were significantly older than patients without AF (mean of 71 vs. 49 years, P<0.001). Gender distribution was nearly identical in the no AF group to the AF group, while the male gender was more prevalent in the AF group (54.77%). The white race was the most prevalent in both groups but more common in the AF group (77.59% vs. 85.33%; p-value 0.0013). The most common hospital characteristic is a large hospital in the southern region. The comorbidities were more prevalent in the AF group (Table 1).
Table 1

Demographic and clinical characteristics of patients with and without atrial fibrillation

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

VariableNo AFAFP-value
Age (mean, yr)4971<0.001
Gender (%)  0.0271
Male49.15%54.77% 
Female50.85%45.23% 
Race (%)  0.0013
White77.59%85.33% 
Black9.85%5.38% 
Hispanic5.23%4.65% 
Others7.32%5.65% 
Hospital region (%)  0.4263
Northeast21.68%23.72% 
Midwest24.82%24.94% 
South37.08%37.9% 
West16.42%13.45% 
Hospital bed size (%)  0.0005
Small13.59%16.14% 
Medium24.64%31.78% 
Large61.76%52.08% 
Comorbidities (%)   
HTN30.91%66.26%<0.001
DM10.59%23.72%<0.001
CHF3.26%24.45%<0.001
CKD5.65%21.52%<0.001
COPD6.47%19.56%<0.001
CAD7.36%30.56%<0.001
Smoking35.69%36.43%0.7636
Obesity11.96%17.11%0.0016

Demographic and clinical characteristics of patients with and without atrial fibrillation

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease. Inpatient outcomes Length of Stay and Total Hospital Charges The mean length of stay (LOS) was statistically significantly longer than in patients with AF compared to patients without AF (16.79 vs. 11.24 days, p-value < 0.001). Total hospital charges were also significantly higher in AF group ($222,109 vs. $142,011, p-value < 0.001). Table 2 summarizes these findings.
Table 2

Comparison of outcomes between patients with IBD undergoing colectomy with AF vs without AF

IBD: inflammatory bowel disease; AF: atrial fibrillation; USD: United States Dollar.

OutcomeNo AFAFP-value
Total hospital charge ($)142,011$222,109$<0.001
LOS (days)11.2416.79<0.001
Death (%)2.69%13.45%<0.001
Ventilation7.21%22.25%<0.001
Cardiac arrest1.13%6.11%<0.001
ICU admission8.46%23.47%<0.001
Mortality Mortality rate in IBD undergoing colectomy patients with AF was higher than in patients without AF (13.45% vs. 2.69%, p-value < 0.001) (Table 2), which was also reflected in multivariate analysis with an odds ratio of 2.27 (p-value < 0.001) after adjusting for age, gender, race, and comorbidities. Patients older than 65 years old had an odds ratio of 2.81 of dying during hospitalization (p-value < 0.001). CHF, COPD, CKD, then CAD were statistically significant risk factors to increase in-hospital mortality. Gender, race, obesity, smoking, and race were not statistically significant (Table 3). A plot summarizes the results shown in Figure 2.
Table 3

Odds ratio table for predictors of mortality in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

DiedOR (CI 95%)P-valueaOR (CI 95%)P-value
AF5.62 (4-7.86)<0.0012.27 (1.48-3.49)<0.001
Age <65 years----
Age ≥ 65 years5.03 (3.71-6.82)<0.0012.81 (1.9-4.15)<0.001
Male----
Female1.36 (1.01-1.83)0.0371.33 (0.97-1.82)0.069
White----
Non-white1.02 (0.72-1.44)0.9191.38 (0.077-2)0.077
HTN2.64 (1.98-3.52)<0.0011.07 (0.74-1.55)0.694
DM2.32 (1.63-3.29)<0.0011.17 (0.79-1.72)0.425
CHF5.97 (4.09-8.69)<0.0011.99 (1.2—3.31)0.008
CKD3.94 (2.74-5.65)<0.0011.59 (1.2-3.31)0.031
COPD3.81 (2.66-5.45)<0.0011.81 (1.19-2.77)0.005
CAD4.44 (3.21-6.15)<0.0011.65 (1.07-2.54)0.023
Smoking0.8 (0.58-1.09)0.171--
Obesity1.29 (0.86-1.93)0.217--
Figure 2

Odds ratio plot of mortality in patients with IBD who underwent colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

Comparison of outcomes between patients with IBD undergoing colectomy with AF vs without AF

IBD: inflammatory bowel disease; AF: atrial fibrillation; USD: United States Dollar.

Odds ratio table for predictors of mortality in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

Odds ratio plot of mortality in patients with IBD who underwent colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease. Mechanical Ventilation Univariate and multivariate analysis demonstrated that AF remains a major contributor for mechanical ventilation (aOR 2.05, CI 95% 1.48-2.84, p-value < 0.001) in the studied population. Age ≥ 65 years, female gender, non-white race, diabetes, CKD, COPD and CAD were also found to increase odds ratio for mortality (Table 4).
Table 4

Odds ratio table for predictors of mechanical ventilation in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

Mech. VentilationOR (CI 95%)P-valueaOR (CI 95%)P-value
AF3.68 (2.84-4.77)<0.0012.05 (1.48-2.84)<0.001
Age <65 years----
Age ≥ 65 years2.58 (2.11-3.15)<0.0011.59 (1.22-2.07)0.001
Male----
Female1.38 (1.14-1.68)<0.0011.37 (1.12-1.68)0.002
White----
Non-white1.07 (0.85-1.34)0.5441.3 (1.03-1.65)0.027
HTN1.83 (1.51-2.22)<0.0010.96 (0.75-1.23)0.776
DM2.1 (1.63-2.17)<0.0011.34 (1-1.8)0.004
CHF3.57 (2.64-4.83)<0.0011.47 (0.99-2.17)0.053
CKD3.25 (2.46-4.28)<0.0011.81 (1.31-2.51)<0.001
COPD3.18 (2.45-4.13)<0.0012.01 (1.48-2.72)<0.001
CAD2.94 (2.29-3.77)<0.0011.46 (1.07-1.99)0.015
Smoking0.87 (0.7-1.07)0.191--
Obesity1.33 (1.01-1.74)0.0371.16 (0.86-1.54)0.313

Odds ratio table for predictors of mechanical ventilation in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease. Cardiac Arrest AF was found to have an increased risk for cardiac arrest (aOR 3.3, CI 95% 1.69-6.46, p-value < 0.001). Age ≥ 65 years and CAD were the only other studied variables were found to increase odds ratio for mortality (Table 5).
Table 5

Odds ratio table for predictors of cardiac arrest in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

Cardiac arrestOR (CI 95%)P-valueaOR (CI 95%)P-value
AF5.67 (3.5-9.17)<0.0013.3 (1.69-6.46)<0.001
Age <65 years----
Age ≥ 65 years2.89 (1.86-4.49)<0.0011.72 (1-2.98)0.049
Male----
Female0.98 (0.63-1.51)0.9381.02 (0.65-1.59)0.912
White----
Non-white1.15 (0.69-1.92)0.5711.41 (0.84-2.37)0.185
HTN1.81 (1.17-2.8)0.0080.89 (0.53-1.49)0.672
DM1.06 (0.54-0.206)0.86--
CHF3.82 (2.8-7)<0.0011.34 (0.56-3.18)0.5
CKD2.87 (1.6-5.13)<0.0011.37 (0.69-2.7)0.357
COPD1.54 (0.76-3.1)0.225--
CAD4.02 (2.46-6.59)<0.0012.14 (1.2-3.84)0.01
Smoking1.09 (0.69-1.71)0.695--
Obesity1.1 (0.58-2.08)0.768--

Odds ratio table for predictors of cardiac arrest in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease. ICU Admission AF was found to have an increased of odds ratio for ICU admission (aOR 1.87, CI 95% 1.37-2.56, p-value < 0.001). Age ≥ 65 years, female gender, CKD, COPD, and CAD were also found to have an increased odds ratio (Table 6).
Table 6

Odds ratio table for predictors for ICU admission in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

ICU admissionOR (CI 95%)P-valueaOR (CI 95%)P-value
AF3.31 (2.57-4.27)<0.0011.87 (1.37-2.56)<0.001
Age <65 years----
Age ≥ 65 years2.48 (2.05-2.98)<0.0011.57 (1.23-2)<0.001
Male----
Female1.38 (1.15-1.66)<0.0011.38 (1.14-1.67)0.001
White----
Non-white1.04 (0.83-1.29)0.7211.24 (0.99-1.57)0.058
HTN1.77 (1.48-2.13)<0.0010.98 (0.78-1.24)0.903
DM1.93 (1.52-2.47)<0.0011.27 (0.96-1.67)0.087
CHF3.37 (2.51-4.53)<0.0011.49 (1.02-2.16)0.0
CKD3.36 (2.58-4.39)<0.0011.99 (1.46-2.72)<0.001
COPD2.99 (2.33-3.84)<0.0011.91 (1.43-2.55)<0.001
CAD2.67 (2.09-3.41)<0.0011.35 (1-1.81)0.047
Smoking0.97 (0.72-1.06)0.176--
Obesity1.21 (0.93-1.58)0.14--

Odds ratio table for predictors for ICU admission in IBD patients undergoing colectomy

IBD: inflammatory bowel disease; AF: atrial fibrillation; HTN: hypertension; DM: diabetes mellitus; CHF: congestive heart disease; CKD: chronic kidney disease; COPD: chronic obstructive pulmonary disease; CAD: coronary artery disease.

Discussion

Our results are concordant compared to a similarly designed study that examined AF in patients with IBD [9]. However, this retrospective study is the first to evaluate the effect of AF on outcomes in hospitalized patients with IBD undergoing colectomy. Furthermore, in addition to mortality risk, we also studied the risk of requiring mechanical ventilation, developing cardiac arrest, and ICU admission. The primary outcome of our study is that there is an increased risk of death in IBD patients who underwent colectomy if they also had AF compared to those without arrhythmia. We also found that AF in those patients is an independent risk factor that increases the risk of cardiac arrest, mechanical ventilation, and ICU admission. Overall, the total hospital charge and length of stay were markedly increased in the hospitalized IBD patients with colectomy who also were comorbid with AF. AF, the most common sustained cardiac arrhythmia, is becoming more prevalent in an aging population [6]. The prevalence of AF among our targeted population is significantly higher than the prevalence of AF in the general US population (7.52% vs. 0.4-1%) [10]. The pathophysiology of AF has been well studied and has been more understood over the years [11]. The inflammation's role in developing AF has been demonstrated by analyzing the relationship between the elevation of CRP levels and the presence of AF [12]. Whether initiation of AF activates direct inflammatory effects or whether the presence of a preexisting systemic inflammatory state promotes further persistence of AF remains unclear. Several proinflammatory and immune-regulatory cytokines are upregulated in the mucosa of patients with IBD and demonstrate the disease's inflammatory nature [13]. CRP is the most widely used serum indicator of inflammation in IBD. Increased levels of CRP help differentiate active mucosal disease from quiescent IBD. CRP level <10 mg/l indicates the remission stage of IBD [14]. Data suggest that thrombosis is a specific feature of IBD that can be involved in thromboembolic events and the pathogenesis of the disease. The data showed that patients with IBD, both CD, and UC, are at an increased risk for arterial thromboembolism, mainly cerebral vascular disease, ischemic heart disease, and mesenteric ischemia [15]. Evidence from the literature suggests that thrombosis is a specific feature of IBD involved in thromboembolic events and the pathogenesis of the disease itself [16]. Thromboembolism is the most important complication of AF, and AF is the most common factor in stroke in the elderly. The determinants of the Virchow triad, including stasis, endothelial damage, and coagulation properties, are centrally involved in AF-related thrombus formation [17]. Pathophysiological similarities between the two entities can explain the co-occurrence of AF and IBD; namely, inflammation demonstrated with elevated CRP levels and the increased risk of thromboembolic events in both diseases. The basis of the significant outcome of this study which is increased mortality in IBD patients who underwent colectomy if they were comorbid with AF, can be attributed in part to the inflammatory nature of both diseases; subsequently, monitoring the inflammatory markers of AF can give additional insight about the prognosis for patients with IBD. This national-level study shows the strong association of worse outcomes for IBD patients who underwent colectomy with AF can direct new management approaches for hospitalized patients with IBD. Limitations Firstly, The NIS database uses ICD-10 CM codes for disease diagnoses that may be subject to error. Secondly, this database based on in-patient discharges, and each admission is considered as an independent event even if it was for the same patient who was admitted multiple times. And lastly, this study is an observational study, and unmeasured confounding factors may influence these findings.

Conclusions

To conclude, systemic inflammation can be linked to the development and persistence of AF which can explain the increased incidence of AF in inflammatory bowel disease patients. Mortality was higher in IBD patients who are undergoing colectomy with AF compared to those patients without AF. The presence of AF was an independent risk factor that increased the risk of cardiac arrest, mechanical ventilation, length of stay, and ICU admission. We believe that those findings can guide physicians to allocate more time for optimizing the management of AF in this group of patients to decrease the risk of complications, length of stay, and overall mortality.
  16 in total

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Authors:  Yulan Ye; Zhi Pang; Weichang Chen; Songwen Ju; Chunli Zhou
Journal:  Int J Clin Exp Med       Date:  2015-12-15

Review 2.  Increasing incidence and prevalence of the inflammatory bowel diseases with time, based on systematic review.

Authors:  Natalie A Molodecky; Ing Shian Soon; Doreen M Rabi; William A Ghali; Mollie Ferris; Greg Chernoff; Eric I Benchimol; Remo Panaccione; Subrata Ghosh; Herman W Barkema; Gilaad G Kaplan
Journal:  Gastroenterology       Date:  2011-10-14       Impact factor: 22.682

Review 3.  The positioning of colectomy in the treatment of ulcerative colitis in the era of biologic therapy.

Authors:  Alastair Windsor; Pierre Michetti; Willem Bemelman; Subrata Ghosh
Journal:  Inflamm Bowel Dis       Date:  2013-11       Impact factor: 5.325

Review 4.  Role of cytokines in the pathogenesis of inflammatory bowel disease.

Authors:  K A Papadakis; S R Targan
Journal:  Annu Rev Med       Date:  2000       Impact factor: 13.739

Review 5.  Inflammation and coagulation in inflammatory bowel disease: The clot thickens.

Authors:  Silvio Danese; Alfredo Papa; Simone Saibeni; Alessandro Repici; Alberto Malesci; Maurizio Vecchi
Journal:  Am J Gastroenterol       Date:  2006-11-13       Impact factor: 10.864

Review 6.  Inflammatory bowel disease and thromboembolism.

Authors:  Petros Zezos; Georgios Kouklakis; Fred Saibil
Journal:  World J Gastroenterol       Date:  2014-10-14       Impact factor: 5.742

7.  Colorectal cancer risk and mortality in patients with ulcerative colitis.

Authors:  E Langholz; P Munkholm; M Davidsen; V Binder
Journal:  Gastroenterology       Date:  1992-11       Impact factor: 22.682

Review 8.  Mechanisms of thrombogenesis in atrial fibrillation: Virchow's triad revisited.

Authors:  Timothy Watson; Eduard Shantsila; Gregory Y H Lip
Journal:  Lancet       Date:  2009-01-10       Impact factor: 79.321

Review 9.  Inflammation in atrial fibrillation.

Authors:  Yutao Guo; Gregory Y H Lip; Stavros Apostolakis
Journal:  J Am Coll Cardiol       Date:  2012-12-04       Impact factor: 24.094

10.  50 year trends in atrial fibrillation prevalence, incidence, risk factors, and mortality in the Framingham Heart Study: a cohort study.

Authors:  Renate B Schnabel; Xiaoyan Yin; Philimon Gona; Martin G Larson; Alexa S Beiser; David D McManus; Christopher Newton-Cheh; Steven A Lubitz; Jared W Magnani; Patrick T Ellinor; Sudha Seshadri; Philip A Wolf; Ramachandran S Vasan; Emelia J Benjamin; Daniel Levy
Journal:  Lancet       Date:  2015-05-07       Impact factor: 79.321

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