Literature DB >> 31352410

Kerala Atrial Fibrillation Registry: a prospective observational study on clinical characteristics, treatment pattern and outcome of atrial fibrillation in Kerala, India, cohort profile.

Bahuleyan Charantharayil Gopalan1, Narayanan Namboodiri2, Jabir Abdullakutty3, Gregory Yh Lip4,5, Allumootil George Koshy6, Venugopal Krishnan Nair7, Shifas Babu8, Shaffi Muhammed9, Jinbert Lordson Azariah10,11, Raju George12, Ashokan Nambiar13, Unni Govindan14, Geevar Zachariah15, Natarajan Kumaraswamy16, Sajeev Chakanalil Govindan17, Syam Natesan18, Anil Roby19, Krishnakumar Velayudhan Nair8, Anand M Pillai8, Rachel Daniel20.   

Abstract

PURPOSE: Limited published data exist on the clinical epidemiology of atrial fibrillation (AF) in South Asia including India. Most of the published data are from the Western countries and the Far East. The Kerala AF registry was initiated to collect systematic, prospective data on clinical characteristics, risk factors, treatment pattern and outcomes of consecutive AF patients who consulted cardiologists across the state of Kerala, India. PARTICIPANTS: All newly diagnosed and previously reported patients aged ≥18 years with documented evidence of AF on ECG were included. Patients with transient AF due to infection, acute myocardial infarction, alcohol intoxication, metabolic abnormalities and AF seen in postoperative cases and critically ill patients with life expectancy less than 30 days were excluded. FINDINGS TO DATE: A total of 3421 patients were recruited from 53 hospitals across Kerala from April 2016 to April 2017. There were 51% (n=1744) women. The median age of the cohort was 65 (IQR 56-74) years. Hypertension, diabetes mellitus and dyslipidaemia were present in 53.8%, 34.5% and 42.2% patients, respectively. Chronic kidney disease was observed in 46.6%, coronary artery disease in 34.8% and heart failure (HF) in 26.5% of patients. Mean CHA2DS2-VASc score of the cohort was 2.9, and HAS-BLED score was 1.7. Detailed information of antithrombotic and antiarrhythmic drugs was collected at baseline and on follow-up. During 1-year follow-up, 443 deaths (12.9%) occurred of which 332 (9.7%) were cardiac death and 63 (1.8%) were due to stroke. There were 578 (16.8%) hospitalisations mainly due to acute coronary syndrome, arrythmias and HF. FUTURE PLANS: Currently, this is the largest prospective study on AF patients from India, and the cohort will be followed for 5 years to observe the treatment patterns and clinical outcomes. The investigators encourage collaborations with national and international AF researchers. TRIAL REGISTRATION NUMBER: CTRI/2017/10/010097. © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Entities:  

Keywords:  atrial fibrillation; cardiac arrhythmia; disease registry; prospective study; stroke

Mesh:

Year:  2019        PMID: 31352410      PMCID: PMC6661577          DOI: 10.1136/bmjopen-2018-025901

Source DB:  PubMed          Journal:  BMJ Open        ISSN: 2044-6055            Impact factor:   2.692


Currently the largest prospective cohort of atrial fibrillation (AF) patients from South Asia. Fifty-three participating centres recruited patients from government hospitals, teaching institutions, private and corporate hospitals located both in urban and rural areas of Kerala state. The collected data included physical examination, electrocardiographic and echocardiographic findings, laboratory investigations of blood sample and follow-up outcomes. Although the study is limited to Kerala, results may provide an indication of future epidemiology of AF in India as Kerala is ahead of other states in epidemiological transition. However, these registry data may not reflect the true incidence or prevalence of AF in the state, since it is a hospital-based study.

Introduction

Atrial fibrillation (AF) is the most common cardiac arrhythmia seen in clinical practice, and it is an independent risk factor for death in men and women.1 AF is associated with a fivefold increase in stroke risk and 25%–30% stroke seen in adults are associated with this arrhythmia.2 3 While AF is a global problem, much of the available epidemiological data are from the Western countries and the Far East.4 Limited published data exist on the clinical epidemiology of AF in South Asia (see online supplementary table 1). Kerala, the southernmost state of India, is witnessing an increase in the burden of patients with AF due to increased longevity, higher prevalence of cardiovascular risk factors and comorbid conditions.5 6 However, the treatment and care offered to these patients is generally perceived to be suboptimal especially with regard to stroke prevention strategy. Vitamin K antagonists (eg, warfarin) are the commonly used oral anticoagulants, but monitoring of international normalised ratio (INR) is highly erratic,7 and often low target values (Internatioal normalized ratio (INR) <2.0) is accepted by the physicians. Nevertheless, there is lack of information on the existing treatment strategy as well as how it compares with the guideline recommended management of AF.8 The Kerala AF registry aims to provide systematic, prospective data on clinical characteristics, risk factors, treatment pattern and outcomes of consecutive AF patients who consulted cardiologists across Kerala. The registry was instituted under the auspices of Cardiological Society of India, Kerala Chapter (CSI-K).

Cohort description

All newly and previously diagnosed patients aged ≥18 years with documented evidence of AF on ECG were included in the study from April 2016 to April 2017. The study was initiated in April 2016, and 53 hospitals across the state of Kerala have contributed patients during the 1 year enrolment period. In order to get the best representative data from both rural and urban areas of the whole state, patients were recruited from government, private and corporate hospitals from different regions of Kerala. At each site, one investigator and a study coordinator handled the patient recruitment. Kerala state has an area of 38 863 km2 and a population of 37.3 million.9 For better coordination of the study, Kerala was divided in to three zones: south, middle and north with 20 participating sites from south, 21 from middle and 12 from north zone (figure 1). The three zones had one zonal coordinator each, who supervised the study conduct at their respective zones.
Figure 1

Map of Kerala showing the distribution of study sites.

Map of Kerala showing the distribution of study sites. Patients with transient AF due to causes like acute myocardial infarction, infection, alcohol intoxication, metabolic abnormalities, postoperative cases and critically ill patients with life expectancy less than 30 days were excluded. Each patient was enrolled in the registry after examination by the cardiologist(s) of the participating centre. Detailed medical history, physical examination and laboratory investigation including echocardiography was done, and the results were entered in the case report form (CRF). Patients were classified into AF with valvular heart disease (AFVHD) and non-valvular AF (NVAF). AFVHD is defined as those cases associated with mitral stenosis, prosthetic valve implantation and mitral valve repair. These patients were further categorised as rheumatic or non-rheumatic and subcategorised as mitral, aortic or combined based on the clinical and echocardiographic findings. Out of the 914 AFVHD patients, 80.2% were rheumatic and 19.8% were non-rheumatic. The higher proportion of rheumatic aetiology seen in AFVHD patients could be due to the higher prevalence of rheumatic heart disease in Kerala. AF rhythm type was classified into paroxysmal, persistent and permanent. Stroke risk was estimated using the Congestive heart failure, Hypertension, Age≥75, Diabetes mellitus, Previous Stroke, Vascular disease, age 65 to 74, Sex category (CHA2DS2-VASc)10 score and bleeding risk using the Hypertension, Abnormal renal/ liver function, stroke, bleeding history or predisposition, labile INR, Elderly age>65 years, Drugs/ alcohol (HAS-BLED) score.11 Detailed data on treatment, mainly stroke prophylaxis regimen, antiarrhythmic drug treatment, pacemaker implantation, AF ablation, surgery for AF and device closure of left atrial appendage and treatment for comorbidities, were collected at the time of recruitment and follow-up. Data on major outcomes including death (all-cause as well as cardiac) and need for hospitalisation were documented at 30 days, 6 months and 1 year. The cohort will be followed up annually for 5 years through clinic visit or by telephonic contact. Five-year follow-up will be completed by April 2022.

Patient and public involvement

Patients were not involved in the design of the study. Once the patients were recruited in the study, they were explained the health consequences of AF and the need for stroke prevention and arrhythmia management by the cardiologist.

Statistical analysis

Data were entered using EpiData Entry 3.1 version software12 and analysed using R software13 and Microsoft Excel package.

Findings to date

A total of 3421 patients were recruited between 4 April 2016 and 3 April 2017. Follow-up at 30 days, 6 months and 1 year was completed by April 2018. NVAF constituted 73.3% (n=2507) and AFVHD 26.7% (n=914) of patients. There were 49% (n=1677) men and 51% (n=1744) women. The median age of the cohort at recruitment was 65 years (IQR 56–74). The median body mass index of the study population was 24.22 kg/m2 (IQR 21.6–26.5). Patient characteristics and prevalence of risk profile of the cohort at the time of recruitment is given in table 1. AFVHD was more common in women compared with men (67.4% vs 32.6%) (p<0.001), whereas NVAF was more common in men (55% vs 45%) (p<0.001). Hypertension, diabetes mellitus and dyslipidaemia were present in 53.8% (n=1840), 34.5% (n=1179) and 42.2% (n=1443) cases of AF, respectively. History of rheumatic fever was present 17.7% (n=607) of patients. Chronic kidney disease (creatinine clearance below 60 mL/min)14 was observed in 46.6% (n=1597) of patients, coronary artery disease in 34.8% (n=1187) and heart failure in 26.5% (n=904) of patients. Mean CHA2DS-VASc score of the cohort was 2.9, and HAS-BLED score was 1.7. Daily use of medication at baseline and at 1-month follow-up are reported in table 2. A total of 443 (12.9%) deaths and 578 (16.8 %) hospitalisation occurred during 1-year follow-up (table 3). In all age groups, majority of hospitalisation and death occurred during the first half of follow-up period (61.8% and 62.3%, respectively) than the second half (figures 2 and 3). In the Indian Heart Rhythm Society-Atrial Fibrillation registry,7 the mortality and the hospitalisation rates were 6.5% and 8%, respectively. In the EURObservational Research Programme Atrial Fibrillation registry,15 1-year mortality was 5.7%.
Table 1

Baseline characteristics at the time of recruitment by gender

ParametersMen (n=1677) n (%)Women (n=1744) n (%)Total (n=3421) n (%)
Age (in years) (median and IQR)65 (56–74)65 (56–74)65 (56–74)
Height (cm) (mean±SD)165 (±7.2)155 (±7.0)160.00 (±8.7)
Weight (kg) (mean±SD)66.3 (±11)58.4 (±10.8)62.31 (±11.6)
CHA2DS2-VASc score (mean±SD)2.60 (±1.7)3.20 (±1.7)2.91 (±1.7)
HAS-BLED score (mean±SD)1.79 (±1.3)1.59 (±1.2)1.69 (±1.3)
Chronic heart failure472 (28.2)432 (24.9)904 (26.5)
Hypertension936 (55.8)904 (51.8)1840 (53.8)
Diabetes611 (36.5)568 (32.5)1179 (34.5)
Stroke/TIA or systemic embolism246 (14.7)265 (15.3)511 (14.9)
Coronary artery disease764 (45.5)423 (24.3)1187 (34.8)
Dyslipidaemia760 (45.3)683 (39.1)1443 (42.2)
Chronic kidney disease247 (14.8)104 (5.9)351 (10.3)
Chronic liver disease45 (2.7)23 (1.3)68 (1.9)
Respiratory disease371 (22.8)343 (19.7)714 (17.7)
Congenital heart disease37 (2.3)43 (2.5)80 (2.4)
Gastrointestinal bleed77 (4.6)46 (2.6)123 (3.6)
Thyroid disease228 (13.6)357 (20.5)585 (17.1)
NYHA Class I and II1375 (81.9)1443 (82.6)2818 (82.4)
NYHA Class III and IV299 (17.8)302 (17.3)601 (17.6)
Paroxysmal AF706 (42.1)643 (36.8)1349 (39.4)
Persistent AF261 (15.5)230 (13.1)491 (14.4)
Permanent AF709 (42.2)872 (50.0)1581 (46.2)
AF with valvular heart disease305 (18.8)612 (34.4)917 (26.7)
Non-valvular AF1373 (81.9)1131 (65.5)2504 (73.2)
Cardiomyopathy164 (9.7)146 (8.4)310 (9.1)

AF, atrial fibrillation; NYHA, New York Heart Association; TIA, transient ischaemic attack.

Table 2

List of medication at baseline and first follow-up (30 days)

Medication at baselineMedication at first follow-up
Men n (%)Women n (%)Total n (%)Men n (%)Women n (%)Total n (%)
Warfarin501 (29.8)660 (37.8)1161 (34)769 (45.9)975 (55.9)1744 (50.9)
Acitrom134 (8.0)148 (8.5)282 (8.2)221 (13.1)225 (12.9)446 (13.1)
Phenindione7 (0.4)2 (0.1)9 (0.2)2 (0.1)1 (0.05)3 (0.9)
Dabigatran31 (1.8)15 (0.9)46 (1.3)58 (3.5)42 (2.4)100 (2.9)
Apixaban11 (0.7)7 (0.40)18 (0.5)38 (2.3)19 (1.1)57 (1.6)
Rivaroxaban3 (0.17)1 (0.06)4 (0.1)21 (1.2)13 (0.74)34 (1.0)
ASA382 (22.7)285 (16.1)667 (19.5)524 (31.3)390 (22.3)914 (26.7)
Clopidogrel334 (19.9)245 (14.0)579 (16.9)517 (30.8)411 (23.5)928 (27.1)
Prasugrel2 (0.1)3 (0.17)5 (0.14)2 (0.1)3 (0.2)5 (0.1)
Ticagrelor2 (0.1)1 (<0.1)3 (0.1)9 (0.5)2 (0.1)11 (0.3)
Amiodarone138 (8.2)116 (6.6)254 (7.4)265 (15.8)241 (13.8)506 (14.8)
Propafenone4 (0.2)3 (0.1)7 (0.2)2 (0.1)3 (0.2)5 (0.1)
Flecainide8 (0.5)9 (0.5)17 (0.5)6 (0.4)10 (0.6)16 (0.4)
Sotalol2 (0.11)02 (0.1)3 (0.2)03 (0.9)
Beta blockers541 (32.2)519 (29.7)1060 (30.9)840 (50.1)786 (45.0)1626 (47.5)
ACE inhibitors97 (5.7)77 (4.4)174 (5.1)163 (9.7)116 (6.6)279 (8.1)
ARB167 (9.9)246 (14.1)413 (12.0)245 (14.6)328 (18.8)573 (16.7)
Digoxin296 (17.6)466 (26.3)762 (22.2)424 (25.2)621 (35.6)1045 (30.5)

ARB, angiotensin receptor blockers; ASA, acetyl salicylic acid (aspirin).

Table 3

Death and hospitalisation at different time periods

EventsRecruitment to 1 month1–6 months6 months–1 yearTotal in 1 year (%)
Death (all causes) 69 207 167 443 (12.9)
 Cardiac54157121332 (9.7)
 Stroke11213163 (1.8)
 Other4291649 (1.4)
Hospitalisation (all causes) 147 210 221 578 (16.9)
 Stroke15122451 (1.5)
 Transient ischaemic attack33612 (0.4)
 Acute coronary syndrome429466202 (5.9)
 Arrythmia295690175 (5.1)
 Heart failure34231774 (2.2)
 Systemic embolism other than stroke34411 (0.3)
 Gastrointestinal bleed105823 (0.7)
 Intracranial bleed1427 (0.2)
 Minor bleed109423 (0.7)
Incidence of hospitalisations among different age groups of male and female patients with AF. Incidence of mortality among different age groups of male and female patients with AF. Baseline characteristics at the time of recruitment by gender AFatrial fibrillation; NYHA, New York Heart Association; TIA, transient ischaemic attack. List of medication at baseline and first follow-up (30 days) ARB, angiotensin receptor blockers; ASA, acetyl salicylic acid (aspirin). Death and hospitalisation at different time periods

Comparison with other published AF cohorts

Literature review showed three studies on patients with AF from South Asia, of which two are prospective cohort studies. The Indian Heart Rhythm Society-Atrial Fibrillation (IHRS-AF)7 registry, with 1537 patients from 12 cities across India was the only available study exclusively on Indian patients with AF with study sites predominantly from secondary or tertiary referral cardiac centres. Even though the multinational cross-sectional study, the Real-Life Global Survey Evaluating Patients with Atrial Fibrillation16 17 had an Indian cohort of 301 patients, all were recruited from private healthcare institutions located in 15 urban areas. The Randomized Evaluation of Long-Term Anticoagulation Therapy18 was a prospective registry on patients with AF presenting to the emergency department in 46 countries including 2536 Indian patients from 22 hospitals in India. The Kerala AF Registry is the largest prospective cohort of patients with AF from India. Unique aspects of the study include close collaboration of a wide range of contributing centres and systematic collection of outcome data. The registry recruited patients from government hospitals, teaching institutions, private and corporate hospitals located both in urban and rural areas of Kerala state. This has enabled the cohort to have patients from different socioeconomic backgrounds and lifestyle. Furthermore, many registries globally are sponsored by pharmaceutical or device companies, and the data collected may be influenced by the focus on patients with AF treated by their drugs or devices, leading to the possibility of selection bias.19 This study, however, has been sponsored by the professional association of cardiologists in the state, which is the CSI-K. Many published AF registries7 16–24 (see online supplementary tables 1 and 2) have emphasised the need for adherence to the evidence-based treatment for reducing the stroke risk and overall mortality. Even though multiple AF databases are available from many countries that focus on various aspects of AF, there has been lack of coordination between these registries. An International Collaborative Partnership for the Study of Atrial Fibrillation, a worldwide partnership for investigators and countries has been initiated to capture all types of treatment patterns offered to the ever increasing population of patients with AF.25 The global burden of AF is likely to grow in an epidemic proportion as observed by the World Heart Federation.26 Although this phenomenon is observed from high-income countries,27–29 the clinical observations indicate the signal for a steady increase in the burden of patients with AF in India too.30 Currently, the available data from India have been inadequate to provide exact prevalence, morbidity, mortality and standard of care of patients with AF. Furthermore, the existing studies reveal lower usage of oral anticoagulants for stroke prevention in patients with AF. India being a large country with interstate variations in terms of epidemiology of diseases and other health indicators, a state-wide collection and compilation of data seem to be the ideal way for generating national data.31 The Kerala AF registry was therefore initiated as a state-wide collection of data on patients with AF who seek medical advice, which could provide more information about the clinical profile, sociodemographic characteristics and existing standard of treatment for patients with AF and how it differs from national and global data.

Ethical considerations

The study was conducted according to the ethical guidelines of Indian Council of Medical Research and as per the ethical principles specified in Declaration of Helsinki. Informed consent was taken from all participants. Data collected are held centrally in a secure data base and only deidentified information were used for analysis.
  26 in total

Review 1.  The Global Burden of Atrial Fibrillation and Stroke: A Systematic Review of the Clinical Epidemiology of Atrial Fibrillation in Asia.

Authors:  Ying Bai; Yan-Liang Wang; Alena Shantsila; Gregory Y H Lip
Journal:  Chest       Date:  2017-04-17       Impact factor: 9.410

2.  A prospective survey in European Society of Cardiology member countries of atrial fibrillation management: baseline results of EURObservational Research Programme Atrial Fibrillation (EORP-AF) Pilot General Registry.

Authors:  Gregory Y H Lip; Cécile Laroche; Gheorghe-Andrei Dan; Massimo Santini; Zbigniew Kalarus; Lars Hvilsted Rasmussen; Mário Martins Oliveira; Georges Mairesse; Harry J G M Crijns; Emmanouil Simantirakis; Dan Atar; Paulus Kirchhof; Panos Vardas; Luigi Tavazzi; Aldo P Maggioni
Journal:  Europace       Date:  2013-12-17       Impact factor: 5.214

3.  Definition and classification of chronic kidney disease: a position statement from Kidney Disease: Improving Global Outcomes (KDIGO).

Authors:  Andrew S Levey; Kai-Uwe Eckardt; Yusuke Tsukamoto; Adeera Levin; Josef Coresh; Jerome Rossert; Dick De Zeeuw; Thomas H Hostetter; Norbert Lameire; Garabed Eknoyan
Journal:  Kidney Int       Date:  2005-06       Impact factor: 10.612

Review 4.  Stroke prevention in atrial fibrillation: Past, present and future. Comparing the guidelines and practical decision-making.

Authors:  Gregory Lip; Ben Freedman; Raffaele De Caterina; Tatjana S Potpara
Journal:  Thromb Haemost       Date:  2017-06-09       Impact factor: 5.249

5.  International longitudinal registry of patients with atrial fibrillation at risk of stroke: Global Anticoagulant Registry in the FIELD (GARFIELD).

Authors:  Ajay K Kakkar; Iris Mueller; Jean-Pierre Bassand; David A Fitzmaurice; Samuel Z Goldhaber; Shinya Goto; Sylvia Haas; Werner Hacke; Gregory Y H Lip; Lorenzo G Mantovani; Freek W A Verheugt; Waheed Jamal; Frank Misselwitz; Sophie Rushton-Smith; Alexander G G Turpie
Journal:  Am Heart J       Date:  2011-11-20       Impact factor: 4.749

6.  Prognosis and treatment of atrial fibrillation patients by European cardiologists: one year follow-up of the EURObservational Research Programme-Atrial Fibrillation General Registry Pilot Phase (EORP-AF Pilot registry).

Authors:  Gregory Y H Lip; Cécile Laroche; Popescu Mircea Ioachim; Lars Hvilsted Rasmussen; Laura Vitali-Serdoz; Lucian Petrescu; Dan Darabantiu; Harry J G M Crijns; Paulus Kirchhof; Panos Vardas; Luigi Tavazzi; Aldo P Maggioni; Giuseppe Boriani
Journal:  Eur Heart J       Date:  2014-08-31       Impact factor: 29.983

Review 7.  Status of the epidemiology of atrial fibrillation.

Authors:  William B Kannel; Emelia J Benjamin
Journal:  Med Clin North Am       Date:  2008-01       Impact factor: 5.456

8.  Current Status and Time Trends of Oral Anticoagulation Use Among Chinese Patients With Nonvalvular Atrial Fibrillation: The Chinese Atrial Fibrillation Registry Study.

Authors:  San-Shuai Chang; Jian-Zeng Dong; Chang-Sheng Ma; Xin Du; Jia-Hui Wu; Ri-Bo Tang; Shi-Jun Xia; Xue-Yuan Guo; Rong-Hui Yu; De-Yong Long; Rong Bai; Nian Liu; Cai-Hua Sang; Chen-Xi Jiang; Xiao-Hui Liu; Jian-Hong Pan; Gregory Y H Lip
Journal:  Stroke       Date:  2016-06-09       Impact factor: 7.914

Review 9.  International Collaborative Partnership for the Study of Atrial Fibrillation (INTERAF): Rationale, Design, and Initial Descriptives.

Authors:  Jonathan C Hsu; Masaharu Akao; Mitsuru Abe; Karen L Anderson; Alvaro Avezum; Nathan Glusenkamp; Shun Kohsaka; Deirdre A Lane; Gregory Y H Lip; Chang-Sheng Ma; Frederick A Masoudi; Tatjana S Potpara; Teo Wee Siong; Mintu P Turakhia; Hung-Fat Tse; John S Rumsfeld; Thomas M Maddox
Journal:  J Am Heart Assoc       Date:  2016-11-02       Impact factor: 5.501

10.  Clinical presentation, management, and outcomes in the Indian Heart Rhythm Society-Atrial Fibrillation (IHRS-AF) registry.

Authors:  A Vora; A Kapoor; M Nair; Y Lokhandwala; C Narsimhan; A G Ravikishore; S K Dwivedi; N Namboodiri; R Hygriv; A Saxena; A Nabar; S Garg; N Bardoloi; R Yadav; A Nambiar; U Pandurangi; D Jhala; A Naik; S Rajagopal; R Selvaraj; V Arora; A Thachil; J Thomas; G Panicker
Journal:  Indian Heart J       Date:  2016-06-29
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  3 in total

1.  One-year clinical outcome of patients with nonvalvular atrial fibrillation: Insights from KERALA-AF registry.

Authors:  C G Bahuleyan; Narayanan Namboodiri; A Jabir; Gregory Y H Lip; George Koshy A; Babu M Shifas; Kartik Viswanathan S; Geevar Zachariah; K Venugopal; Eapen Punnose; K U Natarajan; G K Mini; Johny Joseph; Ashokan Nambiar C; P B Jayagopal; P P Mohanan; Raju George; Govindan Unni; C G Sajeev; Shaffi Muhammed; N Syam; Anil Roby; Rachel Daniel; V V Krishnakumar; Anand M Pillai; Stigi Joseph; A Jinbert Lordson
Journal:  Indian Heart J       Date:  2020-12-19

2.  Long-term oral anticoagulation for atrial fibrillation in low and middle income countries.

Authors:  Venkatakrishnan Ramakumar; Alexander P Benz; Ganesan Karthikeyan
Journal:  Indian Heart J       Date:  2021-02-10

3.  Angiographic profile and outcomes in persistent non-valvular atrial fibrillation: A study from tertiary care center in North India.

Authors:  Yash Paul Sharma; Akash Batta; Kunaal Makkar; Juniali Hatwal; Atit A Gawalkar; Navjyot Kaur; Tejinder Singh Malhi; Ganesh Kasinadhuni; Himanshu Gupta; Prashant Panda; Parag Barwad
Journal:  Indian Heart J       Date:  2021-12-24
  3 in total

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