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For peer review onlyDiagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient Electrocardiogram Assessment in Stroke
Evaluation (TEASE) – an observational trial
Journal: BMJ Open
Manuscript ID bmjopen-2020-037573
Article Type: Original research
Date Submitted by the Author: 21-Feb-2020
Complete List of Authors: Magnusson, Peter; Uppsala Universitet, Centre for Research and Development, Uppsala University/Region Gävleborg; Karolinska Institute, Institution of MedicineLyren, Adam; Uppsala UniversitetMattsson, Gustav; Uppsala Universitet
Keywords: Adult cardiology < CARDIOLOGY, STROKE MEDICINE, INTERNAL MEDICINE
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Diagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient
Electrocardiogram Assessment in Stroke Evaluation (TEASE) – an
oberservational trial
Peter Magnusson1,2 Adam Lyrén2 Gustav Mattsson2
5 1. Cardiology Research Unit, Department of Medicine, Karolinska Institutet, Stockholm, SE-171 76,
SWEDEN
2. Centre for Research and Development, Uppsala University/Region Gävleborg, Gävle, SE-801 87,
SWEDEN
10
Correspondence to:
Peter Magnusson
Cardiology Research Unit, Department of Medicine
Karolinska Institutet
15 Karolinska University Hospital/Solna
SE-171 76 Stockholm, SWEDEN
Phone: +46(0)705 089407
Fax: +46(0)26 154255
E-mail: [email protected]
20
Word count: 3245
Keywords: atrial fibrillation, cryptogenic stroke, ECG screening, stroke, thumb-ECG.
Short title: Diagnostic yield of thumb-ECG after stroke
Conflicts of interest and source of funding: The project received free product from Coala Life.
25 Outside this project: PM has received speaker fees or grants from Abbott, Alnylam, Bayer,
AstraZeneca, Boehringer-Ingelheim, Internetmedicin, Lilly, MSD, Novo Nordisk, Octopus Medical,
Orion Pharma, Pfizer, Vifor Pharma, and Zoll. AL has received speaker fees from Pfizer. GM has
received speakers fee from Alnylam, MSD, and Internetmedicin.
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ABSTRACT
Objective: In stroke survivors, atrial fibrillation (AF) is typically evaluated solely by
short-term ECG monitoring in the stroke unit. Prolonged continuous ECG monitoring
or insertable cardiac monitors require substantial resources. Chest and thumb-ECG
5 could provide an alternative means of AF detection, which in turn could allow prompt
anticoagulation to prevent recurrent stroke. The objective of this study was to assess
the yield of newly diagnosed AF during 28 days of chest and thumb-ECG monitoring
twice daily in cryptogenic stroke.
Methods: This study, Transient Electrocardiogram Assessment in Stroke Evaluation
10 (TEASE), included stroke patients from Region Gävleborg, Sweden, between 2017
and 2019. Patients with a recent ischemic stroke without documented AF (or other
reasons for anticoagulation) before or during ECG evaluation in the stroke unit were
evaluated using the Coala Heart MonitorTM connected to a smartphone application for
remote monitoring.
15 Results: The prespecified number of 100 patients (mean age 67.6±10.8 years; 60%
males) was analyzed. In 9 patients (9%, number needed to screen 11) AF but no
other significant atrial arrhythmias was diagnosed. The mean CHA2DS2-VASc score
was similar among patients with AF and no AF (4.9±1.1 vs 4.3±1.3; p=0.224) and
patients with AF were older (74.3±9.0 vs 66.9±10.8; p=0.049). Patients performed on
20 average 90.1±15.0% of scheduled transmissions.
Conclusion: In evaluation of cryptogenic stroke, 9% of patients had AF detected
using chest and thumb-ECG twice daily during one month. In many stroke survivors
this is a feasible approach and they will be protected from recurrent stroke by
anticoagulation treatment.
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Strengths and limitations of this study
• Prospective evaluation of atrial fibrillation using the chest and thumb-ECG after
stroke.
• Pragmatic approach to evaluation of cryptogenic stroke that increase
5 generalizability.
• The Coala Life MonitorTM provides a feasible tool to detect atrial fibrillation after
recent stroke.
10
15
20
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INTRODUCTION
Stroke is a leading cause of death, disability, and morbidity including dementia.1 The
global burden of stroke remains a challenge due to aging populations and the
growing prevalence of risk factors, such as congestive heart failure, hypertension,
5 diabetes, vascular disease, and the interplay with atrial fibrillation (AF).2,3 AF is a
complex condition known to cause stroke and systemic embolization, but these
devastating events can be prevented by anticoagulant therapy.4 A non-vitamin K
antagonist oral anticoagulant (NOAC) is the preferred choice because of superior
efficacy, lower risk of bleeding, and fewer interactions.5 A meta-analysis of the pivotal
10 NOAC trials showed a 19% reduction of stroke/systemic embolism and a 10% lower
mortality compared to warfarin.5 If AF is not diagnosed, then antiplatelet medication is
the current practice following a stroke.6,7 According to the European Society of
Cardiology (ESC), antiplatelet monotherapy should not be considered in the
presence of AF, regardless of the stroke risk.6,7 At least 20-30% of patients with
15 ischemic stroke have a documented episode of AF before, during, or after the stroke,
but in a quarter of patients, the stroke is cryptogenic, meaning that no attributable
cause can be discerned.8-10
The strategies for AF detection after stroke include monitoring using
continuous electrocardiogram (ECG) in the hospital ward, repeated ECGs, Holter
20 monitoring, external event or loop recorders, long-term monitoring using patches, and
handheld devices. Insertable cardiac monitors in cryptogenic stroke yield an AF
diagnosis in 8.9% at 6 months and 12.4% at 12 months, but this invasive strategy
has not been endorsed in routine care; it requires considerable resources and implies
high upfront costs, even though it seems to be cost effective.11,12 Episodes of AF may
25 be silent, thus not recognized or reported by the patient, but are nevertheless
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associated with the same risk of embolization.13-15 In patients with either dual-
chamber pacemakers or implantable defibrillators and with no previously
documented history of AF, atrial high rate episodes are associated with an increased
risk of stroke, although the temporal aspects suggest complex causative
5 pathways.16,17 The cutoff duration for increased risk among patients with implantable
devices is controversial, but episode duration of more than one hour doubles the risk
for ischemic stroke.18,19,20 The current position of the ESC clearly advocates a low
threshold for NOAC in patients with multiple risk factors and especially in secondary
prevention of stroke.21 A handheld ECG device typically monitors for 30 seconds to
10 meet the definition of AF, but captured episodes often reflects longer and repeated
episodes and has become a widely accepted indication to initiate NOAC in newly
detected AF.6,7 Given the fact that prior stroke or transient ischemic attack (TIA) is
the most powerful risk factor for recurrent stroke because it confers a 10% per year
risk, there is clearly an urgent need for accurate detection of AF and prompt
15 therapeutic intervention to prevent recurrent stroke.22
Sequentially stratified ECG monitoring detected AF in 24% of stroke patients.8 The
diagnostic yield was 11.5% in a pooled analysis, but this yield varies with such
factors as timing, length of registration, and the monitoring tool.23 Thus, while ECG
monitoring over an extended period of time is crucial for stroke survivors, post-
20 discharge Holter monitoring or patches are impractical, ECG data storage is limited,
and data interpretation requires considerable resources.
A large multicenter study of stroke patients on Holter monitoring reported new
diagnoses of AF in 2.6% of patients at 24 hours and 4.3% at 72 hours.10 In another
study, AF was detected in 8.3% of stroke patients monitored by continuous ECG for
25 a median of 89 hours in the stroke unit; prolonged monitoring was superior to 24-hour
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monitoring in detecting AF.24 Since ECG monitoring over an extended period of time
is important for stroke survivors, the thumb-ECG offers advantages: a twice-daily
monitoring schedule is convenient for patients, who can also use the device to
capture symptomatic episodes.
5 The chest and thumb-ECG Coala Heart MonitorTM (Coala Life AB, Stockholm,
Sweden) utilizes a smartphone application for remote monitoring through a web-
based platform. The system offers validated algorithms and the additional chest-
ECG, which allows for differentiation between arrhythmias. However, diagnostic yield
and feasibility of this system in patients who recently suffered a stroke need to be
10 evaluated.
The objective of this prospective study was to assess the yield of newly diagnosed
AF during 28 days of chest and thumb-ECG for 30 seconds in cryptogenic stroke.
METHODS
Setting and selection
15 Patients with a clinically confirmed diagnosis of ischemic stroke were recruited from
the catchment area of Region Gävleborg, Sweden and its two stroke units in Gävle
and Hudiksvall, respectively. Eligible patients were identified from weekly checks of
the medical records.
Inclusion and exclusion
20 Patients, aged ≥18 years, with a diagnosis of ischemic cryptogenic stroke were
eligible for the study. Cryptogenic stroke is defined as cerebral ischemia of unknown
etiology, i.e. not attributable to a source of cardiac embolism, large artery
atherosclerosis, or small artery disease despite a standard vascular, cardiac, and
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serologic evaluation.24 The exclusion criteria were as follows: previously known atrial
tachycardia with an indication for anticoagulation; an implantable cardioverter
defibrillator, pacemaker or insertable cardiac monitor; pregnancy; indication for
anticoagulation (including low-molecular weight heparin) due to atrial tachycardia,
5 mechanical heart valve, deep vein thrombosis, or pulmonary embolism. Thus, if
outcome is reached the patient should be a candidate for anticoagulation therapy.
Patients with a life expectancy ≤6 months or severe cognitive impairment were
excluded. Patients with a TIA were not included, because this diagnosis is often
uncertain due to being based solely on patient history.25
10 Stroke evaluation
Patients were evaluated with a carefully taken patient history, physical exam, routine
laboratory tests, and standard evaluation using 12-lead ECG, 24-hour Holter, carotid
Doppler ultrasonography and/or computed tomography angiography, computerized
tomography, and, when applicable, magnetic resonance imaging, echocardiography,
15 or transesophageal echocardiography, as well as extended coagulation tests.
Outcome measurements
Atrial tachycardia was defined as AF, atrial flutter, or ectopic atrial tachycardia with a
duration of at least 30 seconds. The date and time of each episode were recorded.
Study endpoint
20 The endpoint was 28-day cumulative incidence of atrial tachycardia.
Chest and thumb-ECG
Patients were asked to use the chest and thumb-ECG monitor device twice daily,
once between the hours of 6:00 and 10:00 a.m. and again between 6:00 and 10:00
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p.m. The monitoring was planned to start within a few days after the diagnosis of
stroke had been confirmed and standard evaluation was complete.
If the patients felt palpitations or other symptoms suggestive of arrhythmia, e.g.
sudden onset of tiredness, dyspnea, syncope, they were asked to record the episode
5 with the smartphone application. Each patient was monitored for four consecutive
weeks (28 days).
Each recording was stored in a web-based application accessible to the
investigators. The investigators checked all recordings daily. In the case of an atrial
tachycardia, a second investigator, an experienced cardiologist within the field of
10 arrhythmia, interpreted the recording. If the outcome was reached, anticoagulation
was promptly started.
Statistics
Descriptive data are reported as frequencies, percentages, means, interquartile
ranges, and percentiles. Continuous variables are summarized as means, standard
15 deviations, and percentiles, and t-tests were used for group comparisons, while chi-
squared test was used for categorical variables. Statistical significance was defined
as a two-sided p-value of <0.05. The data was stored in Excel 2010 (Microsoft
Corporation, Redmond, WA) and imported into SPSS version 25 (IBM, Armonk, NY)
for analyses.
20 Ethics and dissemination
The Regional Ethical Committee in Uppsala approved the study the 20th of
September 2017 (protocol number 2017/321). The study protocol was registered at
Clinical Trial Registration NCT03301662. Each patient was informed by a study
physician and included after written consent.
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RESULTS
As per protocol, 100 patients with a recent history of ischemic stroke were evaluated
between October 2017 and October 2019. The median time from index stroke to
inclusion was 7 days (interquartile range 4-13 days). The mean age at inclusion was
5 67.6±10.8 years. The ages ranged from 27 to 86 years and 25th, 50th, and 75th
percentiles were 61.8, 69.0, 74.9 years, respectively. A majority was male (60.0%)
and the mean age was similar between males and females (66.7±9.7 vs 68.9±12.3
years; p=0.323).
The mean total CHA2DS2-VASc score was 4.4±1.9 points. Because stroke implies 2
10 points per se, all patients had a score of at least 2. No patients had 8 or 9 points and
the scores were normally distributed within the cohort.
Outcome
In total, the 28-days of scheduled chest and thumb-ECG yielded 9% (n = 9) AF
among the participants. An example of AF is shown in Figure 1. No atrial flutter or
15 ectopic atrial tachycardia was diagnosed. The first episode of AF was diagnosed at a
mean of 12.7±7.8 days (range day 1 to 23). The characteristics of the cohort at
baseline and with regard to outcome is summarized in Table 1. The 9 AF episodes
were characterized by a mean frequency of 115±31 (range 72 to 166) beats per
minute. The mean CHA2DS2-VASc score was similar among patients with AF and no
20 AF (4.9±1.1 vs 4.3±1.3; p=0.224) and patients with AF were older (74.3±9.0 vs
66.9±10.8; p=0.049).
No patient died during the monitoring period.
Adherence to protocol
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Among the 111 participants who consented to participate, 11 dropped out because of
cognitive or phycial impairment that made them unable to handle the technology or
they did not wish to participate. Among the 100 participants who completed the
study, a total of 5,249 ECG transmissions were collected during the 28 day period.
5 Patients performed on average 90.1±15.0% (25th, 50th, and 75th percentile 87.5%,
96.4%, and 98.2%, respectively) of scheduled transmissions. The vast majority of
patients (n=86) performed extra transmissions (mean 0.21±0.29/day). The total
number of extra transmission per patient was 4.8±5.2 (range 0 to 24). If an episode
of AF was detected, the study outcome was reached and the patient’s participation in
10 the study was completed.
DISCUSSION
Prolonged monitoring using the Coala Heart MonitorTM detected AF in 9% of patients
with cryptogenic stroke, all of whom received NOAC to prevent recurrent stroke.
Because we targeted solely patients who were candidates for a change in medication
15 regimen in the presence of AF, this led to an actual benefit in the clinical
management of these individual patients. The number needed to screen based on
the yield in our study is 11. The estimated risk of ischemic stroke in AF patients
without anitcoagulation with CHA2DS2-VASc score 4 is 4.8 per 100 years (6.7 if the
composite stroke/TIA/systemic embolism is applied).26 Given the fact that prior
20 stroke/TIA is the most powerful risk factor and confers a 10% per year stroke risk, the
urgent need for rapid identification of AF and subsequent treatment after the first
stroke is underscored.22
Our findings have implications for clinical practice and widespread applicability for
secondary prevention of stroke. The common practice to rely on 24-48 hours of
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monitoring as part of stroke evaluation is insufficient and should be regarded as an
initial screen. Improving the detection of AF will be increasingly important in an aging
population with a considerable burden of other cardiovascular risk factors. Indeed,
the worldwide cardiovascular burden demands a targeted approach to AF and its
5 consequences.27
Compared to a study using ECG chest belt
The largest prospective study of event-triggered recordings of patients (mean age
72.5 years) with a history of cryptogenic stroke used a dry-electrode, nonadhesive,
belt around the chest for 30 days to enable better compliance than skin-contact
10 electrodes; 82% wore it at least 21 days.28 The AF yield was 12.9 percentage points
absolute difference compared to one day of Holter ECG monitoring (16.1% vs 3.2 %).
Compared to our study, these patients were slightly older, such a belt
might be better suited to patients who are unable to handle a smartphone-based
system. Nevertheless, compliance among our patients was better; those who
15 mastered the smartphone-based device are more likely to comply with the protocol
because it is more convenient than wearing a belt. This effect is likely to become
more pronounced over time. Our study has overcome two of the major limitations of
this earlier study. Firstly, the mean time from the index event of stroke to participation
in our study was 11.6±13.7 days, compared to 75.1±38.6 days in the belt study. This
20 late start of monitoring implies that patients were not monitored during the vulnerable
initial period after stroke, which may delay the initiation of protective treatment.
Indeed, most AF episodes occur around the time of the index event. However,
studies using implantable devices show that the cumulative incidence of AF
continues to increase after the first month.11,19 Secondly, as the authors suggested,
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including patients with TIA might dilute the cohort with low-risk patients if TIA was not
the correct diagnosis. This, in turn, could affect outcome.25
Comparison of chest-ECG
In a Danish cohort of 95 patients with stroke/TIA, using the Zenicor™ handheld
5 device twice daily for 30 days yielded 20 patients with AF but concurrent Holter
monitoring detected 11 of these episodes during the first day.29 Thus, in 10 out of 95
patients, the thumb-ECG detected AF that was not diagnosed by Holter. The median
time from index event to AF diagnosis was 4 days. The mean age was 79 years,
considerablly higher than in our study, which may have compensated for the
10 inclusion of TIA to result in similar yield as in our study. The finding that 13% of
tracings were not usable because poor quality may reflect the older age of the study
population, but also stresses the importance of thorough patient education at the time
of inclusion and support during follow-up, if needed. Of all eligible patients, 22%
could not be included because of cognitive and physical impairment. We share the
15 experience that not all patients are suitable for using a thumb-ECG in this type of
evaluation.
In another post stroke/TIA study (n=249) using thumb-ECG twice daily,
the yield was 6.8% and 11.8% in patients aged 75 years and older.30 The age
distribution of AF is in line with epidemiological data and previous findings. It should
20 be noted that recording capabilities of the devices at that time caused the definition of
AF to be limited to episodes of 10 seconds, which is shorter than the generally
accepted definition of AF episodes of 30 seconds, endorsed by current guidelines.7
Moreover, patients with a suspected TIA were included, in contrast to our study.
Interestingly, 94% of all detected AF episodes occurred during the first 20 days.
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In a single-center retrospective analysis, 13 out of 114 patients (11.4%) with
stroke/TIA had AF detected by a Zenicor™ ECG during a 21-day follow-up with
recordings scheduled twice daily.31 Episodes of less than 30 seconds were not
considered as AF. Notably, the mean age of the patients was 70.3 years and 27.2%
5 had a diagnosis of TIA. This study adds data about yield and feasibility in real-world
care, outside of a clinical trial. As in our study, patients in this single-center study
received their handheld ECG system soon after stroke, in this case a mean of 4.1
days from the stroke.
Limitations
10 Although the overall benefit of anticoagulation in AF patients based on current risk
assessment is unequivocal, the cause of stroke in an individual case is often hard to
prove. The mechanisms of ischemic stroke may be multifactorial. AF, especially
recurrent and extended episodes, may cause remodeling of the atrial anatomy and
structural changes. Even if AF is detected, consideration of other causes should not
15 necessarily be ruled out. Therefore, an overall assessment of risk factors and
treatment options is warranted in conjunction with a team-based approach, which is
crucial to improve stroke managment.
The incidence of AF in this trial is likely underestimated. The largest and
most severe strokes often occur in the elderly, who are likely to be underrepresented
20 in clinical trials. However, the target population for this trial had to be able to handle
the equipment and be followed by remote system in a outpatient setting after
discharge. Patients with milder, less disabling stroke constitute an ideal group for
prevention of recurrent stroke and death. Although a thumb-ECG is an attractive
method of noninvasive AF detection, there remain some controversies with regard to
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anticoagulation for short-term AF. The duration of an AF episode captured by
snapshot is unknown, but it is assumed to represent longer or multiple episodes. The
potential benefits of anticoagulation therapy for short-term AF would be challenging
to study, because it would require long-term follow-up, demands a large sample size,
5 a randomized controlled design, and raises ethical concerns about withholding
anticoagulation from stroke survivors.
Future perspectives
Guidelines already allow for prolonged monitoring of these patients: “In stroke
patients, additional ECG monitoring by long-term noninvasive or implanted loop
10 recorders should be considered to document silent atrial fibrillation” (class IIa
recommendation, level of evidence B).7 Despite the landmark trial,11 current practice
remains unchanged in that invasive monitoring is rarely used for AF detection in
stroke patients. The benefit of the thumb-ECG in secondary stroke prevention has
been demonstrated by our study, in addition to previous efforts in this setting. Yet,
15 cost effectiveness in this setting from both healthcare and societal viewpoint remains
to be elucidated.
Furthermore, a large-scale, multicenter, international, prospective observational trial
is welcome in order to confirm diagnostic yield and would allow for subgroup
analyses; and assessment of predictors for increased probability of AF. Artifical
20 intelligence is tempting to consider in order to personalize evaluations, based on the
presence of well-known markers of AF such as extrasystoles, clinical risk factors, and
possibly laboratory markers. Moreover, the feasibility of different devices and the
length of evaluation time need to be further refined and adapted to possible
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subgroups of stroke patients. In addition to advances in technology, the availability of
devices as an integral part of stroke assessment needs to be increased.
CONCLUSION
In patients with cryptogenic stroke, 9% have AF detected using chest and thumb-
5 ECG twice daily over a period of four weeks. In many stroke survivors this is a
feasible approach and can protect them from recurrent stroke by allowing for prompt
initiation of NOAC treatment.
DECLARATIONS
10 Ethics: The study was approved by The Regional Ethical Committee in Uppsala
(2017/321) and registered at Clinical Trial Registration NCT03301662.
Consent for publication
Not applicable.
Acknowledgements
15 The authors acknowledge editing by Jo Ann LeQuang of LeQ Medical who reviewed
the manuscript for American English. Adrian Kling, Titti Lundgren, Ulf Tossman,
Magnus Samuelsson, and Philip Siberg from Coala Life are acknowledged for
support regarding the Coala Life Monitor.TM The authors also wish to thank the staff
at the stroke unit in Gävle and Hudiksvall for their participation in the study.
20 Author contributions
PM: idea, design, data collection, analyses and interpretation, administration,
supervision, project management, and writing of the manuscript. AL: data collection,
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critical revision. GM: design, data collection, analyses and interpretation,
administration, project co-management, critical revision.
Funding
Region Gävleborg funded this research project and Coala Life provided free product
5 Coala Heart MonitorTM during the study period.
Competing interests
The project received free product from Coala Life.
Outside this project: PM has received speaker fees or grants from Abbott, Alnylam,
Bayer, AstraZeneca, Boehringer-Ingelheim, Internetmedicin, Lilly, MSD, Novo
10 Nordisk, Octopus Medical, Orion Pharma, Pfizer, Vifor Pharma, and Zoll. AL has
received speaker fees from Pfizer. GM has received speakers fee from Alnylam,
MSD, and Internetmedicin.
Ethics approval
The study was approved by the Regional Ethical committee in Uppsala (Dnr
15 2017/321).
Patient consent for publication
Not required.
Data sharing statement
No additional data sharing available.
20 Patient and Public Involvement
Patients were not involved in the design, or condict, or reporting, or dissemination
plan of our research.
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ORCID
Peter Magnusson: 0000-0001-7906-7782
Adam Lyrén: 0000-0001-5557-9345
Gustav Mattsson: 0000-0002-4317-0443
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27. Healey JS, Oldgren J, Ezekowitz M, et al; RE-LY Atrial Fibrillation Registry and
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● Table 1. Characteristics of 100 patients at baseline.
All (%) No atrial fibrillation (%)
Atrial fibrillation (%)
Patients 100 (100) 91 (91) 9 (9)Mean age (years) 67.6 ± 10.8 66.9 ± 10.8 74.3 ± 9.0Median time from index stroke to inclusion (days)
7.0 (IQR 4.0-12.8) 7.0 (IQR 4.0-13.0) 6.0 (IQR 3.0-8.0)
Congestive heart failure 1 (1) 1 (1.1) 0 (0)Hypertension 78 (78.0) 71 (78.0) 7 (77.8)Age≥ 75 years 24 (24.0) 20 (22.0) 4 (44.4)Diabetes mellitus 19 (19.0) 18 (19.8) 1 (11.1)Stroke 100 (100.0) 91 (100.0) 9 (100.0)Vascular disease 17 (17.0) 16 (17.6) 1 (11.1)Age 65-74 years 37 (37.0) 34 (37.4) 3 (33.3)Sex category (female) 40 (40.0) 34 (37.4) 6 (66.7)CHA2DS2-VASc score Mean total score 4.4 ± 1.9 4.3 ± 1.3 4.9 ± 1.1 0 point 0 (0.0) 0 (0.0) 0 (0.0) 1 point 0 (0.0) 0 (0.0) 0 (0.0) 2 points 6 (6.0) 6 (6.6) 0 (0.0) 3 points 22 (22.0) 22 (24.2) 0 (0.0) 4 points 24 (24.0) 20 (22.0) 4 (44.4) 5 points 28 (28.0 25 (27.5) 3 (33.3) 6 points 15 (15.0) 14 (15.4) 1 (11.1) 7 points 5 (5.0) 4 (4.4) 1 (11.1) 8 points 0 (0.0) 0 (0.0) 0 (0.0) 9 points 0 (0.0) 0 (0.0) 0 (0.0)
Data presented as frequencies (percentage in parenthesis)
IQR = interquartile range
5
● Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
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Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
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STROBE Statement—checklist of items that should be included in reports of observational studies
Item No Recommendation
Page No
(a) Indicate the study’s design with a commonly used term in the title or the abstract
1Title and abstract 1
(b) Provide in the abstract an informative and balanced summary of what was done and what was found
2
IntroductionBackground/rationale 2 Explain the scientific background and rationale for the investigation being
reported4
Objectives 3 State specific objectives, including any prespecified hypotheses 5
MethodsStudy design 4 Present key elements of study design early in the paper 1,2,6Setting 5 Describe the setting, locations, and relevant dates, including periods of
recruitment, exposure, follow-up, and data collection6,7
(a) Cohort study—Give the eligibility criteria, and the sources and methods of selection of participants. Describe methods of follow-upCase-control study—Give the eligibility criteria, and the sources and methods of case ascertainment and control selection. Give the rationale for the choice of cases and controlsCross-sectional study—Give the eligibility criteria, and the sources and methods of selection of participants
6,7Participants 6
(b) Cohort study—For matched studies, give matching criteria and number of exposed and unexposedCase-control study—For matched studies, give matching criteria and the number of controls per case
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic criteria, if applicable
6,7,8
Data sources/ measurement
8* For each variable of interest, give sources of data and details of methods of assessment (measurement). Describe comparability of assessment methods if there is more than one group
6
Bias 9 Describe any efforts to address potential sources of bias 6Study size 10 Explain how the study size was arrived at 6Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If
applicable, describe which groupings were chosen and why6,7
(a) Describe all statistical methods, including those used to control for confounding
8
(b) Describe any methods used to examine subgroups and interactions 8(c) Explain how missing data were addressed 8(d) Cohort study—If applicable, explain how loss to follow-up was addressedCase-control study—If applicable, explain how matching of cases and controls was addressedCross-sectional study—If applicable, describe analytical methods taking account of sampling strategy
8
Statistical methods 12
(e) Describe any sensitivity analysesContinued on next page
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Results(a) Report numbers of individuals at each stage of study—eg numbers potentially eligible, examined for eligibility, confirmed eligible, included in the study, completing follow-up, and analysed
9
(b) Give reasons for non-participation at each stage 9
Participants 13*
(c) Consider use of a flow diagram NA(a) Give characteristics of study participants (eg demographic, clinical, social) and information on exposures and potential confounders
9
(b) Indicate number of participants with missing data for each variable of interest 9
Descriptive data
14*
(c) Cohort study—Summarise follow-up time (eg, average and total amount)Cohort study—Report numbers of outcome events or summary measures over time 9,10Case-control study—Report numbers in each exposure category, or summary measures of exposure
Outcome data 15*
Cross-sectional study—Report numbers of outcome events or summary measures(a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their precision (eg, 95% confidence interval). Make clear which confounders were adjusted for and why they were included
9
(b) Report category boundaries when continuous variables were categorized
Main results 16
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity analyses
10
DiscussionKey results 18 Summarise key results with reference to study objectives 11,12Limitations 19 Discuss limitations of the study, taking into account sources of potential bias or
imprecision. Discuss both direction and magnitude of any potential bias13
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results from similar studies, and other relevant evidence
12,13
Generalisability 21 Discuss the generalisability (external validity) of the study results 13
Other informationFunding 22 Give the source of funding and the role of the funders for the present study and, if
applicable, for the original study on which the present article is based16
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and unexposed groups in cohort and cross-sectional studies.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is available at www.strobe-statement.org.
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For peer review onlyDiagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient Electrocardiogram Assessment in Stroke
Evaluation (TEASE) – an observational trial
Journal: BMJ Open
Manuscript ID bmjopen-2020-037573.R1
Article Type: Original research
Date Submitted by the Author: 15-Jun-2020
Complete List of Authors: Magnusson, Peter; Uppsala Universitet, Centre for Research and Development, Uppsala University/Region Gävleborg; Karolinska Institute, Institution of MedicineLyren, Adam; Uppsala UniversitetMattsson, Gustav; Uppsala Universitet
<b>Primary Subject Heading</b>: Cardiovascular medicine
Secondary Subject Heading: Cardiovascular medicine
Keywords: Adult cardiology < CARDIOLOGY, STROKE MEDICINE, INTERNAL MEDICINE
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1
Diagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient
Electrocardiogram Assessment in Stroke Evaluation (TEASE) – an
observational trial
Peter Magnusson1,2 Adam Lyrén2 Gustav Mattsson2
5 1. Cardiology Research Unit, Department of Medicine, Karolinska Institutet, Stockholm, SE-171 76,
SWEDEN
2. Centre for Research and Development, Uppsala University/Region Gävleborg, Gävle, SE-801 87,
SWEDEN
10
Correspondence to:
Peter Magnusson
Cardiology Research Unit, Department of Medicine
Karolinska Institutet
15 Karolinska University Hospital/Solna
SE-171 76 Stockholm, SWEDEN
Phone: +46(0)705 089407
Fax: +46(0)26 154255
E-mail: [email protected]
20
Word count: 3245
Keywords: atrial fibrillation, cryptogenic stroke, ECG screening, stroke, thumb-ECG.
Short title: Diagnostic yield of thumb-ECG after stroke
25
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ABSTRACT
Objective: In stroke survivors, atrial fibrillation (AF) is typically evaluated solely by
short-term ECG monitoring in the stroke unit. Prolonged continuous ECG monitoring
or insertable cardiac monitors require substantial resources. Chest and thumb-ECG
5 could provide an alternative means of AF detection, which in turn could allow prompt
anticoagulation to prevent recurrent stroke. The objective of this study was to assess
the yield of newly diagnosed AF during 28 days of chest and thumb-ECG monitoring
twice daily in cryptogenic stroke.
Methods: This study, Transient Electrocardiogram Assessment in Stroke Evaluation
10 (TEASE), included stroke patients from Region Gävleborg, Sweden, between 2017
and 2019. Patients with a recent ischemic stroke without documented AF (or other
reasons for anticoagulation) before or during ECG evaluation in the stroke unit were
evaluated using the Coala Heart MonitorTM connected to a smartphone application for
remote monitoring.
15 Results: The prespecified number of 100 patients (mean age 67.6±10.8 years; 60%
males) was analyzed. In 9 patients (9%, number needed to screen 11) AF but no
other significant atrial arrhythmias (>30 seconds) was diagnosed. The mean
CHA2DS2-VASc score was similar among patients with AF and no AF (4.9±1.1 vs
4.3±1.3; p=0.224) and patients with AF were older (74.3±9.0 vs 66.9±10.8; p=0.049).
20 Patients performed on average 90.1±15.0% of scheduled transmissions.
Conclusion: In evaluation of cryptogenic stroke, 9% of patients had AF detected
using chest and thumb-ECG twice daily during one month. In many stroke survivors
this is a feasible approach and they will be protected from recurrent stroke by
anticoagulation treatment.
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Strengths and limitations of this study
• Prospective evaluation of atrial fibrillation using the chest and thumb-ECG after
stroke.
• Pragmatic approach to evaluation of cryptogenic stroke that increase
5 generalizability.
• Use of the Coala Life MonitorTM which is connected to a webbased portal
10
15
20 INTRODUCTION
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Stroke is a leading cause of death, disability, and morbidity including dementia.1 The
global burden of stroke remains a challenge due to aging populations and the
growing prevalence of risk factors, such as congestive heart failure, hypertension,
diabetes, vascular disease, and the interplay with atrial fibrillation (AF).2,3 AF is a
5 complex condition known to cause stroke and systemic embolization, but these
devastating events can be prevented by anticoagulant therapy.4 A non-vitamin K
antagonist oral anticoagulant (NOAC) is the preferred choice because of superior
efficacy, lower risk of bleeding, and fewer interactions.5 A meta-analysis of the pivotal
NOAC trials showed a 19% reduction of stroke/systemic embolism and a 10% lower
10 mortality compared to warfarin.5 If AF is not diagnosed, then antiplatelet medication is
the current practice following a stroke.6,7 According to the European Society of
Cardiology (ESC), antiplatelet monotherapy should not be considered in the
presence of AF, regardless of the stroke risk.6,7 At least 20-30% of patients with
ischemic stroke have a documented episode of AF before, during, or after the stroke,
15 but in a quarter of patients, the stroke is cryptogenic, meaning that no attributable
cause can be discerned.8-10
The strategies for AF detection after stroke include monitoring using
continuous electrocardiogram (ECG) in the hospital ward, repeated ECGs, Holter
monitoring, external event or loop recorders, long-term monitoring using patches, and
20 handheld devices. Insertable cardiac monitors in cryptogenic stroke yield an AF
diagnosis in 8.9% at 6 months and 12.4% at 12 months, but this invasive strategy
has not been endorsed in routine care; it requires considerable resources and implies
high upfront costs, even though it seems to be cost effective.11,12 Episodes of AF may
be silent, thus not recognized or reported by the patient, but are nevertheless
25 associated with the same risk of embolization.13-15 In patients with either dual-
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chamber pacemakers or implantable defibrillators and with no previously
documented history of AF, atrial high rate episodes are associated with an increased
risk of stroke, although the temporal aspects suggest complex causative
pathways.16,17 The cutoff duration for increased risk among patients with implantable
5 devices is controversial, but episode duration of more than one hour doubles the risk
for ischemic stroke.18,19,20 The current position of the ESC clearly advocates a low
threshold for NOAC in patients with multiple risk factors and especially in secondary
prevention of stroke.21 A handheld ECG device typically monitors for 30 seconds to
meet the definition of AF, but captured episodes often reflects longer and repeated
10 episodes and has become a widely accepted indication to initiate NOAC in newly
detected AF.6,7 Given the fact that prior stroke or transient ischemic attack (TIA) is
the most powerful risk factor for recurrent stroke because it confers a 10% per year
risk, there is clearly an urgent need for accurate detection of AF and prompt
therapeutic intervention to prevent recurrent stroke.22
15 Sequentially stratified ECG monitoring detected AF in 24% of stroke patients.8 The
diagnostic yield was 11.5% in a pooled analysis, but this yield varies with such
factors as timing, length of registration, and the monitoring tool.23 Thus, while ECG
monitoring over an extended period of time is crucial for stroke survivors, post-
discharge Holter monitoring or patches are impractical, ECG data storage is limited,
20 and data interpretation requires considerable resources.
A large multicenter study of stroke patients on Holter monitoring reported new
diagnoses of AF in 2.6% of patients at 24 hours and 4.3% at 72 hours.10 In another
study, AF was detected in 8.3% of stroke patients monitored by continuous ECG for
a median of 89 hours in the stroke unit; prolonged monitoring was superior to 24-hour
25 monitoring in detecting AF.24 Since ECG monitoring over an extended period of time
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is important for stroke survivors, the thumb-ECG offers advantages: a twice-daily
monitoring schedule is convenient for patients, who can also use the device to
capture symptomatic episodes.
The chest and thumb-ECG Coala Heart MonitorTM (Coala Life AB, Stockholm,
5 Sweden) utilizes a smartphone application for remote monitoring through a web-
based platform. The system offers validated algorithms and the additional chest-
ECG, which allows for differentiation between arrhythmias.25 However, diagnostic
yield and feasibility of this system in patients who recently suffered a stroke need to
be evaluated.
10 The objective of this prospective study was to assess the yield of newly diagnosed
AF during 28 days of chest and thumb-ECG for 30 seconds in cryptogenic stroke.
METHODS
Setting and selection
Patients with a clinically confirmed diagnosis of ischemic stroke were recruited from
15 the catchment area of Region Gävleborg, Sweden and its two stroke units in Gävle
and Hudiksvall, respectively. Eligible patients were identified from weekly checks of
the medical records.
Inclusion and exclusion
Patients, aged ≥18 years, with a diagnosis of ischemic cryptogenic stroke were
20 eligible for the study. Cryptogenic stroke is defined as cerebral ischemia of unknown
etiology, i.e. not attributable to a source of cardiac embolism, large artery
atherosclerosis, or small artery disease despite a standard vascular, cardiac, and
serologic evaluation.24 The exclusion criteria were as follows: previously known atrial
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tachycardia with an indication for anticoagulation; an implantable cardioverter
defibrillator, pacemaker or insertable cardiac monitor; pregnancy; indication for
anticoagulation (including low-molecular weight heparin) due to atrial tachycardia,
mechanical heart valve, deep vein thrombosis, or pulmonary embolism. Thus, if
5 outcome is reached the patient should be a candidate for anticoagulation therapy.
Patients with a life expectancy ≤6 months or severe cognitive impairment were
excluded. Patients with a TIA were not included, because this diagnosis is often
uncertain when being based solely on patient history.26 While the more recent tissue-
based definition of TIA utilizing magnetic resonance diffusion weighted imaging
10 improves the diagnostic accuracy, this is not always done in routine clinical
practice.27
Stroke evaluation
Patients were evaluated with a carefully taken patient history, physical exam, routine
laboratory tests, and standard evaluation using 12-lead ECG, 24-hour Holter, carotid
15 Doppler ultrasonography and/or computed tomography angiography, computerized
tomography, and, when applicable, magnetic resonance imaging, echocardiography,
or transesophageal echocardiography, as well as extended coagulation tests.
Outcome measurements
Atrial fibrillation or atrial flutter with a duration of at least 30 seconds. The date and
20 time of each episode were recorded.
Study endpoint
The endpoint was 28-day cumulative incidence of atrial fibrillation or atrial flutter.
Chest and thumb-ECG
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Patients were asked to use the chest and thumb-ECG monitor device twice daily,
once between the hours of 6:00 and 10:00 a.m. and again between 6:00 and 10:00
p.m. The monitoring was planned to start within a few days after the diagnosis of
stroke had been confirmed and standard evaluation was complete.
5 If the patients felt palpitations or other symptoms suggestive of arrhythmia, e.g.
sudden onset of tiredness, dyspnea, syncope, they were asked to record the episode
with the smartphone application. Each patient was monitored for four consecutive
weeks (28 days).
Each recording was stored in a web-based application accessible to the
10 investigators. The investigators checked all recordings daily. In the case of an
arrhythmia that would imply outcome, a second investigator, an experienced
cardiologist within the field of arrhythmia, interpreted the recording. If the outcome
was reached, anticoagulation was promptly started.
Statistics
15 Descriptive data are reported as frequencies, percentages, means, interquartile
ranges, and percentiles. Continuous variables are summarized as means, standard
deviations, and percentiles, and t-tests were used for group comparisons, while chi-
squared test was used for categorical variables. Statistical significance was defined
as a two-sided p-value of <0.05. The data was stored in Excel 2010 (Microsoft
20 Corporation, Redmond, WA) and imported into SPSS version 25 (IBM, Armonk, NY)
for analyses.
Ethics and dissemination
The Regional Ethical Committee in Uppsala approved the study the 20th of
September 2017 (protocol number 2017/321). The study protocol was registered at
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Clinical Trial Registration NCT03301662 and published.28 Each patient was informed
by a study physician and included after written consent.
RESULTS
As per protocol, 100 patients with a recent history of ischemic stroke were evaluated
5 (out of 111 who consented to participate) between October 2017 and October 2019.
The median time from index stroke to inclusion was 7 days (interquartile range 4-13
days). The mean age at inclusion was 67.6±10.8 years. The ages ranged from 27 to
86 years and 25th, 50th, and 75th percentiles were 61.8, 69.0, 74.9 years, respectively.
A majority was male (60.0%) and the mean age was similar between males and
10 females (66.7±9.7 vs 68.9±12.3 years; p=0.323).
The mean total CHA2DS2-VASc score was 4.4±1.9 points. Because stroke implies 2
points per se, all patients had a score of at least 2. No patients had 8 or 9 points and
the scores were normally distributed within the cohort.
Outcome
15 In total, the 28-days of scheduled chest and thumb-ECG yielded 9% (n = 9) AF
among the participants. An example of AF is shown in Figure 1 (as a comparison
sinus rhythm is shown in Figure 2). No atrial flutter or ectopic atrial tachycardia was
diagnosed. The first episode of AF was diagnosed at a mean of 12.7±7.8 days (range
day 1 to 23). The characteristics of the cohort at baseline and with regard to outcome
20 is summarized in Table 1. The 9 AF episodes were characterized by a mean
frequency of 115±31 (range 72 to 166) beats per minute. The mean CHA2DS2-VASc
score was similar among patients with AF and no AF (4.9±1.1 vs 4.3±1.3; p=0.224)
and patients with AF were older (74.3±9.0 vs 66.9±10.8; p=0.049).
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Out of 9 patients with detected atrial fibrillation, 1 patient had come into contact with
health care due to the episode, he reported that he experienced symptoms in the
form of palpitations and dizziness the night before atrial fibrillation was detected. He
had experienced similar symptoms previously but this time after seeing that the
5 automated report of the scheduled ECG in the morning was abnormal he went to the
emergency department and was admitted due to rapid atrial fibrillation. Out of the
other 8 patients with detected atrial fibrillation; 1 reported feeling palpitations, 1
reported feeling stressed as well as dizzy and 6 reported feeling well with no
symptoms in conjunction with the episode.
10 There was no adverse event related to the use of the ECG device. No patient died
during the monitoring period.
Adherence to protocol
Among the 111 participants who consented to participate, 11 dropped out because of
cognitive or phycial impairment that made them unable to handle the technology or
15 they did not wish to participate. Among the 100 participants who completed the
study, a total of 5,249 ECG transmissions were collected during the 28 day period.
Patients performed on average 90.1±15.0% (25th, 50th, and 75th percentile 87.5%,
96.4%, and 98.2%, respectively) of scheduled transmissions. The vast majority of
patients (n=86) performed extra transmissions (mean 0.21±0.29/day). The total
20 number of extra transmission per patient was 4.8±5.2 (range 0 to 24). If an episode
of AF was detected, the study outcome was reached and the patient’s participation in
the study was completed.
DISCUSSION
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Prolonged monitoring using the Coala Heart MonitorTM detected AF in 9% of patients
with cryptogenic stroke, all of whom received NOAC to prevent recurrent stroke.
Because we targeted solely patients who were candidates for a change in medication
regimen in the presence of AF, this led to a potential benefit in the clinical
5 management of these individual patients. The number needed to screen based on
the yield in our study is 11. The estimated risk of ischemic stroke in AF patients
without anitcoagulation with CHA2DS2-VASc score 4 is 4.8 per 100 years (6.7 if the
composite stroke/TIA/systemic embolism is applied).29 Given the fact that prior
stroke/TIA is the most powerful risk factor and confers a 10% per year stroke risk, the
10 urgent need for rapid identification of AF and subsequent treatment after the first
stroke is underscored.22
Our findings have implications for clinical practice and widespread applicability for
secondary prevention of stroke. The common practice to rely on 24-48 hours of
monitoring as part of stroke evaluation is insufficient and should be regarded as an
15 initial screen. Improving the detection of AF will be increasingly important in an aging
population with a considerable burden of other cardiovascular risk factors. Indeed,
the worldwide cardiovascular burden demands a targeted approach to AF and its
consequences.30
Compared to a study using ECG chest belt
20 The largest prospective study of event-triggered recordings of patients (mean age
72.5 years) with a history of cryptogenic stroke used a dry-electrode, nonadhesive,
belt around the chest for 30 days to enable better compliance than skin-contact
electrodes; 82% wore it at least 21 days.31 The AF yield was 12.9 percentage points
absolute difference compared to one day of Holter ECG monitoring (16.1% vs 3.2 %).
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Compared to our study, these patients were slightly older, such a belt
might be better suited to patients who are unable to handle a smartphone-based
system. Nevertheless, compliance among our patients was better; those who
mastered the smartphone-based device are more likely to comply with the protocol
5 because it is more convenient than wearing a belt. This effect is likely to become
more pronounced over time. Our study has overcome two of the major limitations of
this earlier study. Firstly, the mean time from the index event of stroke to participation
in our study was 11.6±13.7 days, compared to 75.1±38.6 days in the belt study. This
late start of monitoring implies that patients were not monitored during the vulnerable
10 initial period after stroke, which may delay the initiation of protective treatment.
Indeed, most AF episodes occur around the time of the index event. However,
studies using implantable devices show that the cumulative incidence of AF
continues to increase after the first month.11,19 Secondly, as the authors suggested,
including patients with TIA might dilute the cohort with low-risk patients if TIA was not
15 the correct diagnosis. This, in turn, could affect outcome.25
Comparison of chest-ECG
In a Danish cohort of 95 patients with stroke/TIA, using the Zenicor™ handheld
device twice daily for 30 days yielded 20 patients with AF but concurrent Holter
monitoring detected 11 of these episodes during the first day.32 Thus, in 10 out of 95
20 patients, the thumb-ECG detected AF that was not diagnosed by Holter. The median
time from index event to AF diagnosis was 4 days. The mean age was 79 years,
considerablly higher than in our study, which may have compensated for the
inclusion of TIA to result in similar yield as in our study. The finding that 13% of
tracings were not usable because poor quality may reflect the older age of the study
25 population, but also stresses the importance of thorough patient education at the time
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of inclusion and support during follow-up, if needed. Of all eligible patients, 22%
could not be included because of cognitive and physical impairment. We share the
experience that not all patients are suitable for using a thumb-ECG in this type of
evaluation.
5 In another post stroke/TIA study (n=249) using thumb-ECG twice daily
for 30 days, the yield was 6.8% and 11.8% in patients aged 75 years and older.33
The age distribution of AF is in line with epidemiological data and previous findings. It
should be noted that recording capabilities of the devices at that time caused the
definition of AF to be limited to episodes of 10 seconds, which is shorter than the
10 generally accepted definition of AF episodes of 30 seconds, endorsed by current
guidelines.7 Moreover, patients with a suspected TIA were included, in contrast to our
study. Interestingly, 94% of all detected AF episodes occurred during the first 20
days.
In a single-center retrospective analysis, 13 out of 114 patients (11.4%) with
15 stroke/TIA had AF detected by a Zenicor™ ECG during a 21-day follow-up with
recordings scheduled twice daily.34 Episodes of less than 30 seconds were not
considered as AF. Notably, the mean age of the patients was 70.3 years and 27.2%
had a diagnosis of TIA. This study adds data about yield and feasibility in real-world
care, outside of a clinical trial. As in our study, patients in this single-center study
20 received their handheld ECG system soon after stroke, in this case a mean of 4.1
days from the stroke.
Limitations
Although the overall benefit of anticoagulation in AF patients based on current risk
assessment is unequivocal, the cause of stroke in an individual case is often hard to
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prove. We used a pragmatic approach based on current practice, even though a
more detailed classification, based on imaging, of cryptogenic stroke has been
suggested.27 The mechanisms of ischemic stroke may be multifactorial. AF,
especially recurrent and extended episodes, may cause remodeling of the atrial
5 anatomy and structural changes. Even if AF is detected, consideration of other
causes should not necessarily be ruled out. Therefore, an overall assessment of risk
factors and treatment options is warranted in conjunction with a team-based
approach, which is crucial to improve stroke management.
The incidence of AF in this trial is likely underestimated. The largest and
10 most severe strokes often occur in the elderly, who are likely to be underrepresented
in clinical trials. However, the target population for this trial had to be able to handle
the equipment and be followed by remote system in a outpatient setting after
discharge. Patients with milder, less disabling stroke constitute an ideal group for
prevention of recurrent stroke and death. In patients not eligible for thumb ECG, a
15 device with adhesive electrodes would be an alternative.35 Although a thumb-ECG is
an attractive method of noninvasive AF detection, there remain some controversies
with regard to anticoagulation for short-term AF. The duration of an AF episode
captured by snapshot is unknown, but it is assumed to represent longer or multiple
episodes. The potential benefits of anticoagulation therapy for short-term AF would
20 be challenging to study, because it would require long-term follow-up, demands a
large sample size, a randomized controlled design, and raises ethical concerns about
withholding anticoagulation from stroke survivors.
Future perspectives
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Guidelines already allow for prolonged monitoring of these patients: “In stroke
patients, additional ECG monitoring by long-term noninvasive or implanted loop
recorders should be considered to document silent atrial fibrillation” (class IIa
recommendation, level of evidence B).7 Despite the landmark trial,11 current practice
5 remains unchanged in that invasive monitoring is rarely used for AF detection in
stroke patients. The benefit of the thumb-ECG in secondary stroke prevention has
been demonstrated by our study, in addition to previous efforts in this setting. Yet,
cost effectiveness in this setting from both healthcare and societal viewpoint remains
to be elucidated.
10 Furthermore, a large-scale, multicenter, international, prospective observational trial
is welcome in order to confirm diagnostic yield and would allow for subgroup
analyses; and assessment of predictors for increased probability of AF. Artifical
intelligence is tempting to consider in order to personalize evaluations, based on the
presence of well-known markers of AF such as extrasystoles, clinical risk factors, and
15 possibly laboratory markers. Moreover, the feasibility of different devices and the
length of evaluation time need to be further refined and adapted to possible
subgroups of stroke patients. In addition to advances in technology, the availability of
devices as an integral part of stroke assessment needs to be increased.
CONCLUSION
20 In patients with cryptogenic stroke, 9% have AF detected using chest and thumb-
ECG twice daily over a period of four weeks. In many stroke survivors this is a
feasible approach and can protect them from recurrent stroke by allowing for prompt
initiation of NOAC treatment.
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DECLARATIONS
Ethics: The study was approved by The Regional Ethical Committee in Uppsala
(2017/321) and registered at Clinical Trial Registration NCT03301662.
Consent for publication
5 Not applicable.
Acknowledgements
The authors acknowledge editing by Jo Ann LeQuang of LeQ Medical who reviewed
the manuscript for American English. Adrian Kling, Titti Lundgren, Ulf Tossman,
Magnus Samuelsson, and Philip Siberg from Coala Life are acknowledged for
10 support regarding the Coala Life Monitor.TM The authors also wish to thank the staff
at the stroke unit in Gävle and Hudiksvall for their participation in the study.
Author contributions
PM: idea, design, data collection, analyses and interpretation, administration,
supervision, project management, and writing of the manuscript. AL: data collection,
15 critical revision. GM: design, data collection, analyses and interpretation,
administration, project co-management, critical revision.
Funding
Region Gävleborg funded this research project and Coala Life provided free product
Coala Heart MonitorTM during the study period.
20 Competing interests
The project received free product from Coala Life.
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Outside this project: PM has received speaker fees or grants from Abbott, Alnylam,
Bayer, AstraZeneca, Boehringer-Ingelheim, Internetmedicin, Lilly, MSD, Novo
Nordisk, Octopus Medical, Orion Pharma, Pfizer, Vifor Pharma, and Zoll. AL has
received speaker fees from Pfizer. GM has received speakers fee from Alnylam,
5 MSD, and Internetmedicin.
Ethics approval
The study was approved by the Regional Ethical committee in Uppsala (Dnr
2017/321).
Patient consent for publication
10 Not required.
Data sharing statement
No additional data sharing available.
Patient and Public Involvement
Patients were not involved in the design, or condict, or reporting, or dissemination
15 plan of our research.
ORCID
Peter Magnusson: 0000-0001-7906-7782
Adam Lyrén: 0000-0001-5557-9345
Gustav Mattsson: 0000-0002-4317-0443
20 REFERENCES
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1. Roth GA, Johnson C, Abajobir A, et al. Global, Regional, and National Burden of
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4. Hart RG, Pearce LA, Aguilar MI. Meta-analysis: antithrombotic therapy to prevent
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5. Ruff CT, Giugliano RP, Braunwald E, et al. Comparison of the efficacy and safety
15 of new oral anticoagulants with warfarin in patients with atrial fibrillation: a meta-
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20 prevention of stroke in patients with stroke and transient ischemic attack: a guideline
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7. Kirchhof P, Benussi S, Kotecha D, et al. 2016 ESC Guidelines for the
management of atrial fibrillation developed in collaboration with EACTS. Eur Heart J
2016;37:2893-962.
8. Kishore A, Vail A, Majid A, et al. Detection of atrial fibrillation after ischemic stroke
5 or transient ischemic attack: a systematic review and meta-analysis. Stroke
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9. Henriksson KM, Farahmand B, Asberg S, et al. Comparison of cardiovascular risk
factors and survival in patients with ischemic or hemorrhagic stroke. Int J Stroke
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10 10. Grond M, Jauss M, Hamann G, et al. Improved detection of silent atrial fibrillation
using 72-hour Holter ECG in patients with ischemic stroke: a prospective multicenter
cohort study. Stroke 2013;44:3357-64.
11. Sanna T, Diener HC, Passman RS, et al. CRYSTAL AF Investigators.
Cryptogenic stroke and underlying atrial fibrillation. N Engl J Med 2014;370:2478-86.
15 12. Diamantopoulos A, Sawyer LM, Lip GY, et al. Cost-effectiveness of an insertable
cardiac monitor to detect atrial fibrillation in patients with cryptogenic stroke. Int J
Stroke 2016;11:302-12.
13. Savelieva I, Camm AJ. Clinical relevance of silent atrial fibrillation: prevalence,
prognosis, quality of life, and management. J Interv Card Electrophysiol 2000;4:369-
20 82.
14. Friberg L, Hammar N, Rosenqvist M. Stroke in paroxysmal atrial fibrillation: report
from the Stockholm Cohort of Atrial Fibrillation. Eur Heart J 2010;31:967-75.
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15. Vanassche T, Lauw MN, Eikelboom JW, et al. Risk of ischaemic stroke according
to pattern of atrial fibrillation: analysis of 6563 aspirin-treated patients in ACTIVE-A
and AVERROES. Eur Heart J 2015;36:281-87.
16. Healey JS, Connolly SJ, Gold MR, et al. ASSERT Investigators. Subclinical atrial
5 fibrillation and the risk of stroke. N Engl J Med 2012;366:120-9.
17. Van Gelder IC, Healey JS, Crijns HJGM, et al. Duration of device-detected
subclinical atrial fibrillation and occurrence of stroke in ASSERT. Eur Heart J. 2017
May 1;38(17):1339-1344.
18. Boriani G, Glotzer TV, Santini M, et al. Device-detected atrial fibrillation and risk
10 for stroke: An analysis of >10 000 patients from the SOS AF project (Stroke
prevention strategies based on atrial fibrillation information from implanted devices).
Eur Heart J 2014;35(8):508-16.
19. Glotzer TV, Hellkamp AS, Zimmerman J, et al. MOST Investigators. Atrial high
rate episodes detected by pacemaker diagnostics predict death and stroke: report of
15 the atrial diagnostics ancillary study of the MOde Selection Trial (MOST). Circulation
2003;107(12):1614-9.
20. Glotzer TV, Daoud EG, Wyse DG, et al. The relationship between daily atrial
tachyar-rhythmia burden from implantable device diagnostics and stroke risk: the
TRENDS study. Circ Arrhythmia Electrophysiol 2009;2(5):474-80.
20 21. Gorenek B, Bax J, Boriani G, et al; ESC Scientific Document Group. Device-
detected subclinical atrial tachyarrhythmias: definition, implications and management
– an European Heart Rhythm Association (EHRA) consensus document, endorsed
by Heart Rhythm Society (HRS), Asia Pacific Heart Rhythm Society (APHRS) and
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Sociedad Latinoamericana de Estimulación Cardíaca y Electrofisiología (SOLEACE).
Europace 2017;19(9):1556-78.
22. Stroke Risk in Atrial Fibrillation Working Group. Independent predictors of stroke
in patients with atrial fibrillation: a systematic review. Neurology 2007;69(6):546-54.
5 23. Sposato LA, Cipriano LE, Saposnik G, et al. Diagnosis of atrial fibrillation after
stroke and transient ischaemic attack: a systematic review and meta-analysis. Lancet
Neurol 2015;14:377-87.
24. Rizos T, Guntner J, Jenetzky E, et al. Continuous stroke unit electrocardiographic
monitoring versus 24-hour Holter electrocardiography for detection of paroxysmal
10 atrial fibrillation after stroke. Stroke 2012;43:2689-94.
25. Insulander P, Carnlöf C, Schenck-Gustafsson K, Jensen-Urstad M. Device profile
of the Coala Heart Monitor for remote monitoring of the heart rhythm: overview of its
efficacy. Expert Rev Med Devices. 2020 Mar;17(3):159-165.
26. Servaas Dolmans L, Lebedeva E, Veluponnar D, et al. Diagnostic Accuracy of
15 the Explicit Diagnostic Criteria for Transient Ischemic Attack. Stroke 2019;50:2080–
85.
27. Hart RG, Catanese L, Perera KS, et al. Embolic stroke of undetermined source: A
systematic review and clinical update. Stroke 2017 48(4), 867– 72.
28. Magnusson P, Koyi H, Mattsson G. A Protocol for a Prospective Observational
20 Study Using Chest and Thumb ECG: Transient ECG Assessment in Stroke
Evaluation (TEASE) in Sweden. BMJ Open. 2018 Apr 3;8(4):e019933.
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29. Friberg L, Rosenqvist M, Lip GY. Evaluation of risk stratification schemes for
ischaemic stroke and bleeding in 182 678 patients with atrial fibrillation: the Swedish
Atrial Fibrillation cohort study. Eur Heart J 2012;33:1500-10.
30. Healey JS, Oldgren J, Ezekowitz M, et al; RE-LY Atrial Fibrillation Registry and
5 Cohort Study Investigators. Occurrence of death and stroke in patients in 47
countries 1 year after presenting with atrial fibrillation: a cohort study. Lancet
2016;388:1161-9.
31. Gladstone DJ, Spring M, Dorian P; EMBRACE Investigators and Coordinators.
Atrial fibrillation in patients with cryptogenic stroke. N Engl J Med 2014;370:2467-77.
10 32. Poulsen MB, Binici Z, Dominguez H. Performance of short ECG recordings twice
daily to detect paroxysmal atrial fibrillation in stroke and transient ischemic attack
patients. Int J Stroke 2017;12:192-6.
33. Doliwa Sobocinski P, Anggårdh Rooth E, Frykman Kull V, et al. Improved
screening for silent atrial fibrillation after ischaemic stroke. Europace 2012;14:1112-6.
15 34. Orrsjö G, Cederin B, Bertholds E, et al. Screening of Paroxysmal Atrial Fibrillation
after Ischemic Stroke: 48-Hour Holter Monitoring versus Prolonged Intermittent ECG
Recording. ISRN Stroke 2014 Article ID 208195, 6 pages.
35. Lumikari TJ, Putaala J, Kerola A, et al. Continuous 4-week ECG Monitoring With
Adhesive Electrodes Reveals AF in Patients With Recent Embolic Stroke of
20 Undetermined Source. Ann Noninvasive Electrocardiol 2019;24(5):e12649.
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● Table 1. Characteristics of 100 patients at baseline.
All (%) No atrial fibrillation (%)
Atrial fibrillation (%)
Patients 100 (100) 91 (91) 9 (9)Mean age (years) 67.6 ± 10.8 66.9 ± 10.8 74.3 ± 9.0Median time from index stroke to inclusion (days)
7.0 (IQR 4.0-12.8) 7.0 (IQR 4.0-13.0) 6.0 (IQR 3.0-8.0)
Congestive heart failure 1 (1) 1 (1.1) 0 (0)Hypertension 78 (78.0) 71 (78.0) 7 (77.8)Age≥ 75 years 24 (24.0) 20 (22.0) 4 (44.4)Diabetes mellitus 19 (19.0) 18 (19.8) 1 (11.1)Stroke 100 (100.0) 91 (100.0) 9 (100.0)Vascular disease 17 (17.0) 16 (17.6) 1 (11.1)Age 65-74 years 37 (37.0) 34 (37.4) 3 (33.3)Sex category (female) 40 (40.0) 34 (37.4) 6 (66.7)CHA2DS2-VASc score Mean total score 4.4 ± 1.9 4.3 ± 1.3 4.9 ± 1.1 0 point 0 (0.0) 0 (0.0) 0 (0.0) 1 point 0 (0.0) 0 (0.0) 0 (0.0) 2 points 6 (6.0) 6 (6.6) 0 (0.0) 3 points 22 (22.0) 22 (24.2) 0 (0.0) 4 points 24 (24.0) 20 (22.0) 4 (44.4) 5 points 28 (28.0 25 (27.5) 3 (33.3) 6 points 15 (15.0) 14 (15.4) 1 (11.1) 7 points 5 (5.0) 4 (4.4) 1 (11.1) 8 points 0 (0.0) 0 (0.0) 0 (0.0) 9 points 0 (0.0) 0 (0.0) 0 (0.0)
Data presented as frequencies (percentage in parenthesis)
IQR = interquartile range
5
10
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● Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
● Figure 2. Example of an ECG transmission from a Coala Heart Monitor™ showing normal 5 sinus rhythm.
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Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
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● Figure 2. Example of an ECG transmission from a Coala Heart Monitor™ showing normal sinus rhythm.
79x26mm (300 x 300 DPI)
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STROBE Statement—checklist of items that should be included in reports of observational studies
Item No Recommendation
Page No
(a) Indicate the study’s design with a commonly used term in the title or the abstract
1Title and abstract 1
(b) Provide in the abstract an informative and balanced summary of what was done and what was found
2
IntroductionBackground/rationale 2 Explain the scientific background and rationale for the investigation being
reported4
Objectives 3 State specific objectives, including any prespecified hypotheses 5
MethodsStudy design 4 Present key elements of study design early in the paper 1,2,6Setting 5 Describe the setting, locations, and relevant dates, including periods of
recruitment, exposure, follow-up, and data collection6,7
(a) Cohort study—Give the eligibility criteria, and the sources and methods of selection of participants. Describe methods of follow-upCase-control study—Give the eligibility criteria, and the sources and methods of case ascertainment and control selection. Give the rationale for the choice of cases and controlsCross-sectional study—Give the eligibility criteria, and the sources and methods of selection of participants
6,7Participants 6
(b) Cohort study—For matched studies, give matching criteria and number of exposed and unexposedCase-control study—For matched studies, give matching criteria and the number of controls per case
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic criteria, if applicable
6,7,8
Data sources/ measurement
8* For each variable of interest, give sources of data and details of methods of assessment (measurement). Describe comparability of assessment methods if there is more than one group
6
Bias 9 Describe any efforts to address potential sources of bias 6Study size 10 Explain how the study size was arrived at 6Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If
applicable, describe which groupings were chosen and why6,7
(a) Describe all statistical methods, including those used to control for confounding
8
(b) Describe any methods used to examine subgroups and interactions 8(c) Explain how missing data were addressed 8(d) Cohort study—If applicable, explain how loss to follow-up was addressedCase-control study—If applicable, explain how matching of cases and controls was addressedCross-sectional study—If applicable, describe analytical methods taking account of sampling strategy
8
Statistical methods 12
(e) Describe any sensitivity analysesContinued on next page
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Results(a) Report numbers of individuals at each stage of study—eg numbers potentially eligible, examined for eligibility, confirmed eligible, included in the study, completing follow-up, and analysed
9
(b) Give reasons for non-participation at each stage 9
Participants 13*
(c) Consider use of a flow diagram NA(a) Give characteristics of study participants (eg demographic, clinical, social) and information on exposures and potential confounders
9
(b) Indicate number of participants with missing data for each variable of interest 9
Descriptive data
14*
(c) Cohort study—Summarise follow-up time (eg, average and total amount)Cohort study—Report numbers of outcome events or summary measures over time 9,10Case-control study—Report numbers in each exposure category, or summary measures of exposure
Outcome data 15*
Cross-sectional study—Report numbers of outcome events or summary measures(a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their precision (eg, 95% confidence interval). Make clear which confounders were adjusted for and why they were included
9
(b) Report category boundaries when continuous variables were categorized
Main results 16
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity analyses
10
DiscussionKey results 18 Summarise key results with reference to study objectives 11,12Limitations 19 Discuss limitations of the study, taking into account sources of potential bias or
imprecision. Discuss both direction and magnitude of any potential bias13
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results from similar studies, and other relevant evidence
12,13
Generalisability 21 Discuss the generalisability (external validity) of the study results 13
Other informationFunding 22 Give the source of funding and the role of the funders for the present study and, if
applicable, for the original study on which the present article is based16
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and unexposed groups in cohort and cross-sectional studies.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is available at www.strobe-statement.org.
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For peer review onlyDiagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient Electrocardiogram Assessment in Stroke
Evaluation (TEASE) – an observational trial
Journal: BMJ Open
Manuscript ID bmjopen-2020-037573.R2
Article Type: Original research
Date Submitted by the Author: 05-Aug-2020
Complete List of Authors: Magnusson, Peter; Uppsala Universitet, Centre for Research and Development, Uppsala University/Region Gävleborg; Karolinska Institute, Institution of MedicineLyren, Adam; Uppsala UniversitetMattsson, Gustav; Uppsala Universitet
<b>Primary Subject Heading</b>: Cardiovascular medicine
Secondary Subject Heading: Cardiovascular medicine
Keywords: Adult cardiology < CARDIOLOGY, STROKE MEDICINE, INTERNAL MEDICINE
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For peer review onlyI, the Submitting Author has the right to grant and does grant on behalf of all authors of the Work (as defined in the below author licence), an exclusive licence and/or a non-exclusive licence for contributions from authors who are: i) UK Crown employees; ii) where BMJ has agreed a CC-BY licence shall apply, and/or iii) in accordance with the terms applicable for US Federal Government officers or employees acting as part of their official duties; on a worldwide, perpetual, irrevocable, royalty-free basis to BMJ Publishing Group Ltd (“BMJ”) its licensees and where the relevant Journal is co-owned by BMJ to the co-owners of the Journal, to publish the Work in this journal and any other BMJ products and to exploit all rights, as set out in our licence.
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Diagnostic yield of chest and thumb-ECG after cryptogenic stroke: Transient
Electrocardiogram Assessment in Stroke Evaluation (TEASE) – an
observational trial
Peter Magnusson1,2 Adam Lyrén2 Gustav Mattsson2
5 1. Cardiology Research Unit, Department of Medicine, Karolinska Institutet, Stockholm, SE-171 76,
SWEDEN
2. Centre for Research and Development, Uppsala University/Region Gävleborg, Gävle, SE-801 87,
SWEDEN
10
Correspondence to:
Peter Magnusson
Cardiology Research Unit, Department of Medicine
Karolinska Institutet
15 Karolinska University Hospital/Solna
SE-171 76 Stockholm, SWEDEN
Phone: +46(0)705 089407
Fax: +46(0)26 154255
E-mail: [email protected]
20
Word count: 3245
Keywords: atrial fibrillation, cryptogenic stroke, ECG screening, stroke, thumb-ECG.
Short title: Diagnostic yield of thumb-ECG after stroke
25
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ABSTRACT
Objective: In stroke survivors, atrial fibrillation (AF) is typically evaluated solely by
short-term ECG monitoring in the stroke unit. Prolonged continuous ECG monitoring
or insertable cardiac monitors require substantial resources. Chest and thumb-ECG
5 could provide an alternative means of AF detection, which in turn could allow prompt
anticoagulation to prevent recurrent stroke. The objective of this study was to assess
the yield of newly diagnosed AF during 28 days of chest and thumb-ECG monitoring
twice daily in cryptogenic stroke.
Methods: This study, Transient Electrocardiogram Assessment in Stroke Evaluation
10 (TEASE), included stroke patients from Region Gävleborg, Sweden, between 2017
and 2019. Patients with a recent ischemic stroke without documented AF (or other
reasons for anticoagulation) before or during ECG evaluation in the stroke unit were
evaluated using the Coala Heart MonitorTM connected to a smartphone application for
remote monitoring.
15 Results: The prespecified number of 100 patients (mean age 67.6±10.8 years; 60%
males) was analyzed. In 9 patients (9%, number needed to screen 11) AF but no
other significant atrial arrhythmias (>30 seconds) was diagnosed. The mean
CHA2DS2-VASc score was similar among patients with AF and no AF (4.9±1.1 vs
4.3±1.3; p=0.224) and patients with AF were older (74.3±9.0 vs 66.9±10.8; p=0.049).
20 Patients performed on average 90.1±15.0% of scheduled transmissions.
Conclusion: In evaluation of cryptogenic stroke, 9% of patients had AF detected
using chest and thumb-ECG twice daily during one month. In many stroke survivors
this is a feasible approach and they will be potentially protected from recurrent stroke
by anticoagulation treatment.
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Strengths and limitations of this study
• Prospective study design.
• Evaluation of atrial fibrillation using a combined chest and thumb-ECG after stroke.
• Pragmatic approach to evaluation of cryptogenic stroke that increase
5 generalizability.
• Use of the Coala Life MonitorTM which is connected to a webbased portal.
• Limited sample size based on stroke units at two centers.
10
15
20
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INTRODUCTION
Stroke is a leading cause of death, disability, and morbidity including dementia.1 The
global burden of stroke remains a challenge due to aging populations and the
growing prevalence of risk factors, such as congestive heart failure, hypertension,
5 diabetes, vascular disease, and the interplay with atrial fibrillation (AF).2,3 AF is a
complex condition known to cause stroke and systemic embolization, but these
devastating events can be prevented by anticoagulant therapy.4 A non-vitamin K
antagonist oral anticoagulant (NOAC) is the preferred choice because of superior
efficacy, lower risk of bleeding, and fewer interactions.5 A meta-analysis of the pivotal
10 NOAC trials showed a 19% reduction of stroke/systemic embolism and a 10% lower
mortality compared to warfarin.5 If AF is not diagnosed, then antiplatelet medication is
the current practice following a stroke.6,7 According to the European Society of
Cardiology (ESC), antiplatelet monotherapy should not be considered in the
presence of AF, regardless of the stroke risk.6,7 At least 20-30% of patients with
15 ischemic stroke have a documented episode of AF before, during, or after the stroke,
but in a quarter of patients, the stroke is cryptogenic, meaning that no attributable
cause can be discerned.8-10
The strategies for AF detection after stroke include monitoring using
continuous electrocardiogram (ECG) in the hospital ward, repeated ECGs, Holter
20 monitoring, external event or loop recorders, long-term monitoring using patches, and
handheld devices. Insertable cardiac monitors in cryptogenic stroke yield an AF
diagnosis in 8.9% at 6 months and 12.4% at 12 months, but this invasive strategy
has not been endorsed in routine care; it requires considerable resources and implies
high upfront costs, even though it seems to be cost effective.11,12 Episodes of AF may
25 be silent, thus not recognized or reported by the patient, but are nevertheless
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associated with the same risk of embolization.13-15 In patients with either dual-
chamber pacemakers or implantable defibrillators and with no previously
documented history of AF, atrial high rate episodes are associated with an increased
risk of stroke, although the temporal aspects suggest complex causative
5 pathways.16,17 The cutoff duration for increased risk among patients with implantable
devices is controversial, but episode duration of more than one hour doubles the risk
for ischemic stroke.18,19,20 The current position of the ESC clearly advocates a low
threshold for NOAC in patients with multiple risk factors and especially in secondary
prevention of stroke.21 A handheld ECG device typically monitors for 30 seconds to
10 meet the definition of AF, but captured episodes often reflects longer and repeated
episodes and has become a widely accepted indication to initiate NOAC in newly
detected AF.6,7 Given the fact that prior stroke or transient ischemic attack (TIA) is
the most powerful risk factor for recurrent stroke because it confers a 10% per year
risk, there is clearly an urgent need for accurate detection of AF and prompt
15 therapeutic intervention to prevent recurrent stroke.22
Sequentially stratified ECG monitoring detected AF in 24% of stroke patients.8 The
diagnostic yield was 11.5% in a pooled analysis, but this yield varies with such
factors as timing, length of registration, and the monitoring tool.23 Thus, while ECG
monitoring over an extended period of time is crucial for stroke survivors, post-
20 discharge Holter monitoring or patches are impractical, ECG data storage is limited,
and data interpretation requires considerable resources.
A large multicenter study of stroke patients on Holter monitoring reported new
diagnoses of AF in 2.6% of patients at 24 hours and 4.3% at 72 hours.10 In another
study, AF was detected in 8.3% of stroke patients monitored by continuous ECG for
25 a median of 89 hours in the stroke unit; prolonged monitoring was superior to 24-hour
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monitoring in detecting AF.24 Since ECG monitoring over an extended period of time
is important for stroke survivors, the thumb-ECG offers advantages: a twice-daily
monitoring schedule is convenient for patients, who can also use the device to
capture symptomatic episodes.
5 The chest and thumb-ECG Coala Heart MonitorTM (Coala Life AB, Stockholm,
Sweden) utilizes a smartphone application for remote monitoring through a web-
based platform. The system offers validated algorithms and the additional chest-
ECG, which allows for differentiation between arrhythmias.25 However, diagnostic
yield and feasibility of this system in patients who recently suffered a stroke need to
10 be evaluated.
The objective of this prospective study was to assess the yield of newly diagnosed
AF during 28 days of chest and thumb-ECG for 30 seconds in cryptogenic stroke.
METHODS
Setting and selection
15 Patients with a clinically confirmed diagnosis of ischemic stroke were recruited from
the catchment area of Region Gävleborg, Sweden and its two stroke units in Gävle
and Hudiksvall, respectively. Eligible patients were identified from weekly checks of
the medical records.
Inclusion and exclusion
20 Patients, aged ≥18 years, with a diagnosis of ischemic cryptogenic stroke were
eligible for the study. Cryptogenic stroke is defined as cerebral ischemia of unknown
etiology, i.e. not attributable to a source of cardiac embolism, large artery
atherosclerosis, or small artery disease despite a standard vascular, cardiac, and
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serologic evaluation.24 The exclusion criteria were as follows: previously known atrial
tachycardia with an indication for anticoagulation; an implantable cardioverter
defibrillator, pacemaker or insertable cardiac monitor; pregnancy; indication for
anticoagulation (including low-molecular weight heparin) due to atrial tachycardia,
5 mechanical heart valve, deep vein thrombosis, or pulmonary embolism. Thus, if
outcome is reached the patient should be a candidate for anticoagulation therapy.
Patients with a life expectancy ≤6 months or severe cognitive impairment were
excluded. Patients with a TIA were not included, because this diagnosis is often
uncertain when being based solely on patient history.26 While the more recent tissue-
10 based definition of TIA utilizing magnetic resonance diffusion weighted imaging
improves the diagnostic accuracy, this is not always done in routine clinical
practice.27
Stroke evaluation
Patients were evaluated with a carefully taken patient history, physical exam, routine
15 laboratory tests, and standard evaluation using 12-lead ECG, 24-hour Holter, carotid
Doppler ultrasonography and/or computed tomography angiography, computerized
tomography, and, when applicable, magnetic resonance imaging, echocardiography,
or transesophageal echocardiography, as well as extended coagulation tests.
Outcome measurements
20 Atrial fibrillation or atrial flutter with a duration of at least 30 seconds. The date and
time of each episode were recorded.
Study endpoint
The endpoint was 28-day cumulative incidence of atrial fibrillation or atrial flutter.
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Chest and thumb-ECG
Patients were asked to use the chest and thumb-ECG monitor device twice daily,
once between the hours of 6:00 and 10:00 a.m. and again between 6:00 and 10:00
p.m. The monitoring was planned to start within a few days after the diagnosis of
5 stroke had been confirmed and standard evaluation was complete.
If the patients felt palpitations or other symptoms suggestive of arrhythmia, e.g.
sudden onset of tiredness, dyspnea, syncope, they were asked to record the episode
with the smartphone application. Each patient was monitored for four consecutive
weeks (28 days).
10 Each recording was stored in a web-based application accessible to the
investigators. The investigators checked all recordings daily. In the case of an
arrhythmia that would imply outcome, a second investigator, an experienced
cardiologist within the field of arrhythmia, interpreted the recording. If the outcome
was reached, anticoagulation was promptly started.
15 Statistics
Descriptive data are reported as frequencies, percentages, means, interquartile
ranges, and percentiles. Continuous variables are summarized as means, standard
deviations, and percentiles, and t-tests were used for group comparisons, while chi-
squared test was used for categorical variables. Statistical significance was defined
20 as a two-sided p-value of <0.05. The data was stored in Excel 2010 (Microsoft
Corporation, Redmond, WA) and imported into SPSS version 25 (IBM, Armonk, NY)
for analyses.
Ethics and dissemination
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The Regional Ethical Committee in Uppsala approved the study the 20th of
September 2017 (protocol number 2017/321). The study protocol was registered at
Clinical Trial Registration NCT03301662 and published.28 Each patient was informed
by a study physician and included after written consent.
5 Patient and public involvement
Patients were not involved in the design, or condict, or reporting, or dissemination
plan of our research.
RESULTS
As per protocol, 100 patients with a recent history of ischemic stroke were evaluated
10 (out of 111 who consented to participate) between October 2017 and October 2019.
The median time from index stroke to inclusion was 7 days (interquartile range 4-13
days). The mean age at inclusion was 67.6±10.8 years. The ages ranged from 27 to
86 years and 25th, 50th, and 75th percentiles were 61.8, 69.0, 74.9 years, respectively.
A majority was male (60.0%) and the mean age was similar between males and
15 females (66.7±9.7 vs 68.9±12.3 years; p=0.323).
The mean total CHA2DS2-VASc score was 4.4±1.9 points. Because stroke implies 2
points per se, all patients had a score of at least 2. No patients had 8 or 9 points and
the scores were normally distributed within the cohort.
Outcome
20 In total, the 28-days of scheduled chest and thumb-ECG yielded 9% (n = 9) AF
among the participants. An example of AF is shown in Figure 1 (as a comparison
sinus rhythm is shown in Figure 2). No atrial flutter or ectopic atrial tachycardia was
diagnosed. The first episode of AF was diagnosed at a mean of 12.7±7.8 days (range
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day 1 to 23). The characteristics of the cohort at baseline and with regard to outcome
is summarized in Table 1. The 9 AF episodes were characterized by a mean
frequency of 115±31 (range 72 to 166) beats per minute. The mean CHA2DS2-VASc
score was similar among patients with AF and no AF (4.9±1.1 vs 4.3±1.3; p=0.224)
5 and patients with AF were older (74.3±9.0 vs 66.9±10.8; p=0.049).
Out of 9 patients with detected atrial fibrillation, 1 patient had come into contact with
health care due to the episode, he reported that he experienced symptoms in the
form of palpitations and dizziness the night before atrial fibrillation was detected. He
had experienced similar symptoms previously but this time after seeing that the
10 automated report of the scheduled ECG in the morning was abnormal he went to the
emergency department and was admitted due to rapid atrial fibrillation. Out of the
other 8 patients with detected atrial fibrillation; 1 reported feeling palpitations, 1
reported feeling stressed as well as dizzy and 6 reported feeling well with no
symptoms in conjunction with the episode.
15 There was no adverse event related to the use of the ECG device. No patient died
during the monitoring period.
Adherence to protocol
Among the 111 participants who consented to participate, 11 dropped out because of
cognitive or phycial impairment that made them unable to handle the technology or
20 they did not wish to participate. Among the 100 participants who completed the
study, a total of 5,249 ECG transmissions were collected during the 28 day period.
Patients performed on average 90.1±15.0% (25th, 50th, and 75th percentile 87.5%,
96.4%, and 98.2%, respectively) of scheduled transmissions. The vast majority of
patients (n=86) performed extra transmissions (mean 0.21±0.29/day). The total
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number of extra transmission per patient was 4.8±5.2 (range 0 to 24). If an episode
of AF was detected, the study outcome was reached and the patient’s participation in
the study was completed.
DISCUSSION
5 Prolonged monitoring using the Coala Heart MonitorTM detected AF in 9% of patients
with cryptogenic stroke, all of whom received NOAC to prevent recurrent stroke.
Because we targeted solely patients who were candidates for a change in medication
regimen in the presence of AF, this led to a potential benefit in the clinical
management of these individual patients. The number needed to screen based on
10 the yield in our study is 11. The estimated risk of ischemic stroke in AF patients
without anitcoagulation with CHA2DS2-VASc score 4 is 4.8 per 100 years (6.7 if the
composite stroke/TIA/systemic embolism is applied).29 Given the fact that prior
stroke/TIA is the most powerful risk factor and confers a 10% per year stroke risk, the
urgent need for rapid identification of AF and subsequent treatment after the first
15 stroke is underscored.22
Our findings have implications for clinical practice and widespread applicability for
secondary prevention of stroke. The common practice to rely on 24-48 hours of
monitoring as part of stroke evaluation is insufficient and should be regarded as an
initial screen. Improving the detection of AF will be increasingly important in an aging
20 population with a considerable burden of other cardiovascular risk factors. Indeed,
the worldwide cardiovascular burden demands a targeted approach to AF and its
consequences.30
Compared to a study using ECG chest belt
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The largest prospective study of event-triggered recordings of patients (mean age
72.5 years) with a history of cryptogenic stroke used a dry-electrode, nonadhesive,
belt around the chest for 30 days to enable better compliance than skin-contact
electrodes; 82% wore it at least 21 days.31 The AF yield was 12.9 percentage points
5 absolute difference compared to one day of Holter ECG monitoring (16.1% vs 3.2 %).
Compared to our study, these patients were slightly older, such a belt
might be better suited to patients who are unable to handle a smartphone-based
system. Nevertheless, compliance among our patients was better; those who
mastered the smartphone-based device are more likely to comply with the protocol
10 because it is more convenient than wearing a belt. This effect is likely to become
more pronounced over time. Our study has overcome two of the major limitations of
this earlier study. Firstly, the mean time from the index event of stroke to participation
in our study was 11.6±13.7 days, compared to 75.1±38.6 days in the belt study. This
late start of monitoring implies that patients were not monitored during the vulnerable
15 initial period after stroke, which may delay the initiation of protective treatment.
Indeed, most AF episodes occur around the time of the index event. However,
studies using implantable devices show that the cumulative incidence of AF
continues to increase after the first month.11,19 Secondly, as the authors suggested,
including patients with TIA might dilute the cohort with low-risk patients if TIA was not
20 the correct diagnosis. This, in turn, could affect outcome.25
Comparison of chest-ECG
In a Danish cohort of 95 patients with stroke/TIA, using the Zenicor™ handheld
device twice daily for 30 days yielded 20 patients with AF but concurrent Holter
monitoring detected 11 of these episodes during the first day.32 Thus, in 10 out of 95
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patients, the thumb-ECG detected AF that was not diagnosed by Holter. The median
time from index event to AF diagnosis was 4 days. The mean age was 79 years,
considerablly higher than in our study, which may have compensated for the
inclusion of TIA to result in similar yield as in our study. The finding that 13% of
5 tracings were not usable because poor quality may reflect the older age of the study
population, but also stresses the importance of thorough patient education at the time
of inclusion and support during follow-up, if needed. Of all eligible patients, 22%
could not be included because of cognitive and physical impairment. We share the
experience that not all patients are suitable for using a thumb-ECG in this type of
10 evaluation.
In another post stroke/TIA study (n=249) using thumb-ECG twice daily
for 30 days, the yield was 6.8% and 11.8% in patients aged 75 years and older.33
The age distribution of AF is in line with epidemiological data and previous findings. It
should be noted that recording capabilities of the devices at that time caused the
15 definition of AF to be limited to episodes of 10 seconds, which is shorter than the
generally accepted definition of AF episodes of 30 seconds, endorsed by current
guidelines.7 Moreover, patients with a suspected TIA were included, in contrast to our
study. Interestingly, 94% of all detected AF episodes occurred during the first 20
days.
20 In a single-center retrospective analysis, 13 out of 114 patients (11.4%) with
stroke/TIA had AF detected by a Zenicor™ ECG during a 21-day follow-up with
recordings scheduled twice daily.34 Episodes of less than 30 seconds were not
considered as AF. Notably, the mean age of the patients was 70.3 years and 27.2%
had a diagnosis of TIA. This study adds data about yield and feasibility in real-world
25 care, outside of a clinical trial. As in our study, patients in this single-center study
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received their handheld ECG system soon after stroke, in this case a mean of 4.1
days from the stroke.
Limitations
Although the overall benefit of anticoagulation in AF patients based on current risk
5 assessment is unequivocal, the cause of stroke in an individual case is often hard to
prove. We used a pragmatic approach based on current practice, even though a
more detailed classification, based on imaging, of cryptogenic stroke has been
suggested.27 The mechanisms of ischemic stroke may be multifactorial. AF,
especially recurrent and extended episodes, may cause remodeling of the atrial
10 anatomy and structural changes. Even if AF is detected, consideration of other
causes should not necessarily be ruled out. Therefore, an overall assessment of risk
factors and treatment options is warranted in conjunction with a team-based
approach, which is crucial to improve stroke management.
The incidence of AF in this trial is likely underestimated. The largest and
15 most severe strokes often occur in the elderly, who are likely to be underrepresented
in clinical trials. However, the target population for this trial had to be able to handle
the equipment and be followed by remote system in a outpatient setting after
discharge. Patients with milder, less disabling stroke constitute an ideal group for
prevention of recurrent stroke and death. In patients not eligible for thumb ECG, a
20 device with adhesive electrodes would be an alternative.35 Although a thumb-ECG is
an attractive method of noninvasive AF detection, there remain some controversies
with regard to anticoagulation for short-term AF. The duration of an AF episode
captured by snapshot is unknown, but it is assumed to represent longer or multiple
episodes. The potential benefits of anticoagulation therapy for short-term AF would
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be challenging to study, because it would require long-term follow-up, demands a
large sample size, a randomized controlled design, and raises ethical concerns about
withholding anticoagulation from stroke survivors.
Future perspectives
5 Guidelines already allow for prolonged monitoring of these patients: “In stroke
patients, additional ECG monitoring by long-term noninvasive or implanted loop
recorders should be considered to document silent atrial fibrillation” (class IIa
recommendation, level of evidence B).7 Despite the landmark trial,11 current practice
remains unchanged in that invasive monitoring is rarely used for AF detection in
10 stroke patients. The benefit of the thumb-ECG in secondary stroke prevention has
been demonstrated by our study, in addition to previous efforts in this setting. Yet,
cost effectiveness in this setting from both healthcare and societal viewpoint remains
to be elucidated.
Furthermore, a large-scale, multicenter, international, prospective observational trial
15 is welcome in order to confirm diagnostic yield and would allow for subgroup
analyses; and assessment of predictors for increased probability of AF. Artifical
intelligence is tempting to consider in order to personalize evaluations, based on the
presence of well-known markers of AF such as extrasystoles, clinical risk factors, and
possibly laboratory markers. Moreover, the feasibility of different devices and the
20 length of evaluation time need to be further refined and adapted to possible
subgroups of stroke patients. In addition to advances in technology, the availability of
devices as an integral part of stroke assessment needs to be increased.
CONCLUSION
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In patients with cryptogenic stroke, 9% have AF detected using chest and thumb-
ECG twice daily over a period of four weeks. In many stroke survivors this is a
feasible approach, which can potentially protect them from recurrent stroke by
allowing for prompt initiation of NOAC treatment.
5 DECLARATIONS
Ethics: The study was approved by The Regional Ethical Committee in Uppsala
(2017/321) and registered at Clinical Trial Registration NCT03301662.
Consent for publication
Not applicable.
10 Acknowledgements
The authors acknowledge editing by Jo Ann LeQuang of LeQ Medical who reviewed
the manuscript for American English. Adrian Kling, Titti Lundgren, Ulf Tossman,
Magnus Samuelsson, and Philip Siberg from Coala Life are acknowledged for
support regarding the Coala Life Monitor.TM The authors also wish to thank the staff
15 at the stroke unit in Gävle and Hudiksvall for their participation in the study.
Author contributions
PM: idea, design, data collection, analyses and interpretation, administration,
supervision, project management, and writing of the manuscript. AL: data collection,
critical revision. GM: design, data collection, analyses and interpretation,
20 administration, project co-management, critical revision.
Funding
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Region Gävleborg funded this research project (grant number 20170220) and Coala
Life provided free product Coala Heart MonitorTM during the study period.
Competing interests
The project received free product from Coala Life.
5 Outside this project: PM has received speaker fees or grants from Abbott, Alnylam,
Bayer, AstraZeneca, Boehringer-Ingelheim, Internetmedicin, Lilly, MSD, Novo
Nordisk, Octopus Medical, Orion Pharma, Pfizer, Vifor Pharma, and Zoll. AL has
received speaker fees from Pfizer. GM has received speakers fee from Alnylam,
MSD, and Internetmedicin.
10 Ethics approval
The study was approved by the Regional Ethical committee in Uppsala (Dnr
2017/321).
Patient consent for publication
Not required.
15 Data sharing statement
No additional data sharing available.
Patient and public involvement
Patients were not involved in the design, or condict, or reporting, or dissemination
plan of our research.
20 ORCID
Peter Magnusson: 0000-0001-7906-7782
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Adam Lyrén: 0000-0001-5557-9345
Gustav Mattsson: 0000-0002-4317-0443
REFERENCES
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14. Friberg L, Hammar N, Rosenqvist M. Stroke in paroxysmal atrial fibrillation: report
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subclinical atrial fibrillation and occurrence of stroke in ASSERT. Eur Heart J. 2017
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rate episodes detected by pacemaker diagnostics predict death and stroke: report of
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20. Glotzer TV, Daoud EG, Wyse DG, et al. The relationship between daily atrial
20 tachyar-rhythmia burden from implantable device diagnostics and stroke risk: the
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21. Gorenek B, Bax J, Boriani G, et al; ESC Scientific Document Group. Device-
detected subclinical atrial tachyarrhythmias: definition, implications and management
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– an European Heart Rhythm Association (EHRA) consensus document, endorsed
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Europace 2017;19(9):1556-78.
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in patients with atrial fibrillation: a systematic review. Neurology 2007;69(6):546-54.
23. Sposato LA, Cipriano LE, Saposnik G, et al. Diagnosis of atrial fibrillation after
stroke and transient ischaemic attack: a systematic review and meta-analysis. Lancet
Neurol 2015;14:377-87.
10 24. Rizos T, Guntner J, Jenetzky E, et al. Continuous stroke unit electrocardiographic
monitoring versus 24-hour Holter electrocardiography for detection of paroxysmal
atrial fibrillation after stroke. Stroke 2012;43:2689-94.
25. Insulander P, Carnlöf C, Schenck-Gustafsson K, Jensen-Urstad M. Device profile
of the Coala Heart Monitor for remote monitoring of the heart rhythm: overview of its
15 efficacy. Expert Rev Med Devices. 2020 Mar;17(3):159-165.
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the Explicit Diagnostic Criteria for Transient Ischemic Attack. Stroke 2019;50:2080–
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27. Hart RG, Catanese L, Perera KS, et al. Embolic stroke of undetermined source: A
20 systematic review and clinical update. Stroke 2017 48(4), 867– 72.
28. Magnusson P, Koyi H, Mattsson G. A Protocol for a Prospective Observational
Study Using Chest and Thumb ECG: Transient ECG Assessment in Stroke
Evaluation (TEASE) in Sweden. BMJ Open. 2018 Apr 3;8(4):e019933.
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29. Friberg L, Rosenqvist M, Lip GY. Evaluation of risk stratification schemes for
ischaemic stroke and bleeding in 182 678 patients with atrial fibrillation: the Swedish
Atrial Fibrillation cohort study. Eur Heart J 2012;33:1500-10.
30. Healey JS, Oldgren J, Ezekowitz M, et al; RE-LY Atrial Fibrillation Registry and
5 Cohort Study Investigators. Occurrence of death and stroke in patients in 47
countries 1 year after presenting with atrial fibrillation: a cohort study. Lancet
2016;388:1161-9.
31. Gladstone DJ, Spring M, Dorian P; EMBRACE Investigators and Coordinators.
Atrial fibrillation in patients with cryptogenic stroke. N Engl J Med 2014;370:2467-77.
10 32. Poulsen MB, Binici Z, Dominguez H. Performance of short ECG recordings twice
daily to detect paroxysmal atrial fibrillation in stroke and transient ischemic attack
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33. Doliwa Sobocinski P, Anggårdh Rooth E, Frykman Kull V, et al. Improved
screening for silent atrial fibrillation after ischaemic stroke. Europace 2012;14:1112-6.
15 34. Orrsjö G, Cederin B, Bertholds E, et al. Screening of Paroxysmal Atrial Fibrillation
after Ischemic Stroke: 48-Hour Holter Monitoring versus Prolonged Intermittent ECG
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35. Lumikari TJ, Putaala J, Kerola A, et al. Continuous 4-week ECG Monitoring With
Adhesive Electrodes Reveals AF in Patients With Recent Embolic Stroke of
20 Undetermined Source. Ann Noninvasive Electrocardiol 2019;24(5):e12649.
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● Table 1. Characteristics of 100 patients at baseline.
All (%) No atrial fibrillation (%)
Atrial fibrillation (%)
Patients 100 (100) 91 (91) 9 (9)Mean age (years) 67.6 ± 10.8 66.9 ± 10.8 74.3 ± 9.0Median time from index stroke to inclusion (days)
7.0 (IQR 4.0-12.8) 7.0 (IQR 4.0-13.0) 6.0 (IQR 3.0-8.0)
Congestive heart failure 1 (1) 1 (1.1) 0 (0)Hypertension 78 (78.0) 71 (78.0) 7 (77.8)Age≥ 75 years 24 (24.0) 20 (22.0) 4 (44.4)Diabetes mellitus 19 (19.0) 18 (19.8) 1 (11.1)Stroke 100 (100.0) 91 (100.0) 9 (100.0)Vascular disease 17 (17.0) 16 (17.6) 1 (11.1)Age 65-74 years 37 (37.0) 34 (37.4) 3 (33.3)Sex category (female) 40 (40.0) 34 (37.4) 6 (66.7)CHA2DS2-VASc score Mean total score 4.4 ± 1.9 4.3 ± 1.3 4.9 ± 1.1 0 point 0 (0.0) 0 (0.0) 0 (0.0) 1 point 0 (0.0) 0 (0.0) 0 (0.0) 2 points 6 (6.0) 6 (6.6) 0 (0.0) 3 points 22 (22.0) 22 (24.2) 0 (0.0) 4 points 24 (24.0) 20 (22.0) 4 (44.4) 5 points 28 (28.0 25 (27.5) 3 (33.3) 6 points 15 (15.0) 14 (15.4) 1 (11.1) 7 points 5 (5.0) 4 (4.4) 1 (11.1) 8 points 0 (0.0) 0 (0.0) 0 (0.0) 9 points 0 (0.0) 0 (0.0) 0 (0.0)
Data presented as frequencies (percentage in parenthesis)
IQR = interquartile range
5
10
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● Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
● Figure 2. Example of an ECG transmission from a Coala Heart Monitor™ showing normal 5 sinus rhythm.
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Figure 1. Example of an ECG transmission from a Coala Heart Monitor™ for an episode of atrial fibrillation.
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● Figure 2. Example of an ECG transmission from a Coala Heart Monitor™ showing normal sinus rhythm.
79x26mm (300 x 300 DPI)
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STROBE Statement—checklist of items that should be included in reports of observational studies
Item No Recommendation
Page No
(a) Indicate the study’s design with a commonly used term in the title or the abstract
1Title and abstract 1
(b) Provide in the abstract an informative and balanced summary of what was done and what was found
2
IntroductionBackground/rationale 2 Explain the scientific background and rationale for the investigation being
reported4
Objectives 3 State specific objectives, including any prespecified hypotheses 5
MethodsStudy design 4 Present key elements of study design early in the paper 1,2,6Setting 5 Describe the setting, locations, and relevant dates, including periods of
recruitment, exposure, follow-up, and data collection6,7
(a) Cohort study—Give the eligibility criteria, and the sources and methods of selection of participants. Describe methods of follow-upCase-control study—Give the eligibility criteria, and the sources and methods of case ascertainment and control selection. Give the rationale for the choice of cases and controlsCross-sectional study—Give the eligibility criteria, and the sources and methods of selection of participants
6,7Participants 6
(b) Cohort study—For matched studies, give matching criteria and number of exposed and unexposedCase-control study—For matched studies, give matching criteria and the number of controls per case
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic criteria, if applicable
6,7,8
Data sources/ measurement
8* For each variable of interest, give sources of data and details of methods of assessment (measurement). Describe comparability of assessment methods if there is more than one group
6
Bias 9 Describe any efforts to address potential sources of bias 6Study size 10 Explain how the study size was arrived at 6Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If
applicable, describe which groupings were chosen and why6,7
(a) Describe all statistical methods, including those used to control for confounding
8
(b) Describe any methods used to examine subgroups and interactions 8(c) Explain how missing data were addressed 8(d) Cohort study—If applicable, explain how loss to follow-up was addressedCase-control study—If applicable, explain how matching of cases and controls was addressedCross-sectional study—If applicable, describe analytical methods taking account of sampling strategy
8
Statistical methods 12
(e) Describe any sensitivity analysesContinued on next page
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Results(a) Report numbers of individuals at each stage of study—eg numbers potentially eligible, examined for eligibility, confirmed eligible, included in the study, completing follow-up, and analysed
9
(b) Give reasons for non-participation at each stage 9
Participants 13*
(c) Consider use of a flow diagram NA(a) Give characteristics of study participants (eg demographic, clinical, social) and information on exposures and potential confounders
9
(b) Indicate number of participants with missing data for each variable of interest 9
Descriptive data
14*
(c) Cohort study—Summarise follow-up time (eg, average and total amount)Cohort study—Report numbers of outcome events or summary measures over time 9,10Case-control study—Report numbers in each exposure category, or summary measures of exposure
Outcome data 15*
Cross-sectional study—Report numbers of outcome events or summary measures(a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their precision (eg, 95% confidence interval). Make clear which confounders were adjusted for and why they were included
9
(b) Report category boundaries when continuous variables were categorized
Main results 16
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity analyses
10
DiscussionKey results 18 Summarise key results with reference to study objectives 11,12Limitations 19 Discuss limitations of the study, taking into account sources of potential bias or
imprecision. Discuss both direction and magnitude of any potential bias13
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results from similar studies, and other relevant evidence
12,13
Generalisability 21 Discuss the generalisability (external validity) of the study results 13
Other informationFunding 22 Give the source of funding and the role of the funders for the present study and, if
applicable, for the original study on which the present article is based16
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and unexposed groups in cohort and cross-sectional studies.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is available at www.strobe-statement.org.
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