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Featured researches published by Andrew D Chang.


Journal of Stroke & Cerebrovascular Diseases | 2018

A Simple Score That Predicts Paroxysmal Atrial Fibrillation on Outpatient Cardiac Monitoring after Embolic Stroke of Unknown Source

Brittany A Ricci; Andrew D Chang; Morgan Hemendinger; Katarina Dakay; Shawna Cutting; Tina Burton; Brian Mac Grory; Priya Narwal; Christopher Song; Antony Chu; Emile Mehanna; Ryan A McTaggart; Mahesh V. Jayaraman; Karen L. Furie; Shadi Yaghi

BACKGROUNDnOccult paroxysmal atrial fibrillation (AF) is detected in 16%-30% of patients with embolic stroke of unknown source (ESUS). The identification of AF predictors on outpatient cardiac monitoring can help guide clinicians decide on a duration or method of cardiac monitoring after ESUS.nnnMETHODSnWe included all patients with ESUS who underwent an inpatient diagnostic evaluation and outpatient cardiac monitoring between January 1, 2013, and December 31, 2016. Patients were divided into 2 groups based on detection of AF or atrial flutter during monitoring. We compared demographic data, clinical risk factors, and cardiac biomarkers between the 2 groups. Multivariable logistic regression was used to determine predictors of AF.nnnRESULTSnWe identified 296 consecutive patients during the study period; 38 (12.8%) patients had AF detected on outpatient cardiac monitoring. In a multivariable regression analysis, advanced age (ages 65-74: odds ratio [OR] 2.36, 95% confidence interval [CI] .85-6.52; ages 75 or older: OR 4.08, 95% CI 1.58-10.52) and moderate-to-severe left atrial enlargement (OR 4.66, 95% CI 1.79-12.12) were predictors of AF on outpatient monitoring. We developed the Brown ESUS-AF score: age (65-74 years: 1 point, 75 years or older: 2 points) and left atrial enlargement (moderate or severe: 2 points) with good prediction of AF (area under the curve .725) and was internally validated using bootstrapping. The percentage of patients with AF detected in each score category were as follows: 0: 4.2%; 1: 14.8%; 2: 20.8%; 3: 22.2%; 4: 55.6%.nnnCONCLUSIONSnThe Brown ESUS-AF score predicts AF on prolonged outpatient monitoring after ESUS. More studies are needed to externally validate our findings.


Journal of Neurology, Neurosurgery, and Psychiatry | 2018

Predictors of symptomatic intracranial haemorrhage in patients with an ischaemic stroke with neurological deterioration after intravenous thrombolysis

Brandon James; Andrew D Chang; Ryan A McTaggart; Morgan Hemendinger; Brian Mac Grory; Shawna Cutting; Tina Burton; Michael Reznik; Bradford B. Thompson; Linda C. Wendell; Ali Mahta; Matthew S Siket; Tracy E. Madsen; Kevin N. Sheth; Amre Nouh; Karen L. Furie; Mahesh V. Jayaraman; Pooja Khatri; Shadi Yaghi

Objectives Early neurological deterioration prompting urgent brain imaging occurs in nearly 15% of patients with ischaemic stroke receiving intravenous tissue plasminogen activator (tPA). We aim to determine risk factors associated with symptomatic intracranial haemorrhage (sICH) in patients with ischaemic stroke undergoing emergent brain imaging for early neurological deterioration after receiving tPA. Methods We abstracted data from our prospective stroke database and included all patients receiving tPA for ischaemic stroke between 1 March 2015 and 1 March 2017. We then identified patients with neurological deterioration who underwent urgent brain imaging prior to their per-protocol surveillance imaging and divided patients into two groups: those with and without sICH. We compared baseline demographics, clinical variables, in-hospital treatments and functional outcomes at 90 days between the two groups. Results We identified 511 patients who received tPA, of whom 108 (21.1%) had an emergent brain CT. Of these patients, 17.5% (19/108) had sICH; 21.3% (23/108) of emergent scans occurred while tPA was infusing, though only 4.3% of these scans (1/23) revealed sICH. On multivariable analyses, the only predictor of sICH was a change in level of consciousness (OR 6.62, 95%u2009CI 1.64 to 26.70, P=0.008). Conclusion Change in level of consciousness is associated with sICH among patients undergoing emergent brain imaging after receiving tPA. In this group of patients, preparation of tPA reversal agents while awaiting brain imaging may reduce reversal times. Future studies are needed to study the cost-effectiveness of this approach.


Stroke | 2018

Early Elevated Troponin Levels After Ischemic Stroke Suggests a Cardioembolic Source

Shadi Yaghi; Andrew D Chang; Brittany A Ricci; Mahesh V. Jayaraman; Ryan A McTaggart; Morgan Hemendinger; Priya Narwal; Katarina Dakay; Brian Mac Grory; Shawna Cutting; Tina M. Burton; Christopher Song; Emile Mehanna; Matthew S Siket; Tracy E. Madsen; Michael Reznik; Alexander E. Merkler; Michael P. Lerario; Hooman Kamel; Mitchell S.V. Elkind; Karen L. Furie

Background and Purpose— Elevated cardiac troponin is a marker of cardiac disease and has been recently shown to be associated with embolic stroke risk. We hypothesize that early elevated troponin levels in the acute stroke setting are more prevalent in patients with embolic stroke subtypes (cardioembolic and embolic stroke of unknown source) as opposed to noncardioembolic subtypes (large-vessel disease, small-vessel disease, and other). Methods— We abstracted data from our prospective ischemic stroke database and included all patients with ischemic stroke during an 18-month period. Per our laboratory, we defined positive troponin as ≥0.1 ng/mL and intermediate as ≥0.06 ng/mL and <0.1 ng/mL. Unadjusted and adjusted regression models were built to determine the association between stroke subtype (embolic stroke of unknown source and cardioembolic subtypes) and positive and intermediate troponin levels, adjusting for key confounders, including demographics (age and sex), clinical characteristics (hypertension, hyperlipidemia, diabetes mellitus, renal function, coronary heart disease, congestive heart failure, current smoking, and National Institutes of Health Stroke Scale score), cardiac variables (left atrial diameter, wall-motion abnormalities, ejection fraction, and PR interval on ECG), and insular involvement of infarct. Results— We identified 1234 patients, of whom 1129 had admission troponin levels available; 10.0% (113/1129) of these had a positive troponin. In fully adjusted models, there was an association between troponin positivity and embolic stroke of unknown source subtype (adjusted odds ratio, 4.46; 95% confidence interval, 1.03–7.97; P=0.003) and cardioembolic stroke subtype (odds ratio, 5.00; 95% confidence interval, 1.83–13.63; P=0.002). Conclusions— We found that early positive troponin after ischemic stroke may be independently associated with a cardiac embolic source. Future studies are needed to confirm our findings using high-sensitivity troponin assays and to test optimal secondary prevention strategies in patients with embolic stroke of unknown source and positive troponin.


Journal of Stroke & Cerebrovascular Diseases | 2018

Left Atrial Appendage Morphology and Embolic Stroke of Undetermined Source: A Cross-Sectional Multicenter Pilot Study

Shadi Yaghi; Andrew D Chang; Peter Hung; Brian Mac Grory; Scott Collins; Ajay Gupta; Jacques Reynolds; Caitlin Finn; Morgan Hemendinger; Shawna Cutting; Ryan A McTaggart; Mahesh V. Jayaraman; Audrey Leasure; Lauren H. Sansing; Nikhil Panda; Christopher Song; Antony Chu; Alexander E. Merkler; Gino Gialdini; Kevin N. Sheth; Hooman Kamel; Mitchell S.V. Elkind; David M. Greer; Karen L. Furie; Michael K. Atalay

BACKGROUNDnThe left atrial appendage (LAA) is the main source of thrombus in atrial fibrillation, and there is an association between non-chicken wing (NCW) LAA morphology and stroke. We hypothesized that the prevalence of NCW LAA morphology would be higher among patients with cardioembolic (CE) stroke and embolic stroke of undetermined source (ESUS) than among those with noncardioembolic stroke (NCS).nnnMETHODSnThis multicenter retrospective pilot study included consecutive patients with ischemic stroke from 3 comprehensive stroke centers who previously underwent a qualifying chest computed tomography (CT) to assess LAA morphology. Patients underwent inpatient diagnostic evaluation for ischemic stroke, and stroke subtype was determined based on ESUS criteria. LAA morphology was determined using clinically performed contrast enhanced thin-slice chest CT by investigators blinded to stroke subtype. The primary predictor was NCW LAA morphology and the outcome was stroke subtype (CE, ESUS, NCS).nnnRESULTSnWe identified 172 patients with ischemic stroke who had a clinical chest CT performed. Mean age was 70.1u2009±u200914.3 years and 51.7% were male. Compared with patients with NCS, the prevalence of NCW LAA morphology was higher in patients with CE stroke (58.7% versus 46.3%, Pu2009=u2009.1) and ESUS (58.8% versus 46.3%, Pu2009=u2009.2), but this difference did not achieve statistical significance.nnnCONCLUSIONnThe prevalence of NCW LAA morphology may be similar in patients with ESUS and CE, and may be higher than that in those with NCS. Larger studies are needed to confirm these associations.


Journal of Stroke & Cerebrovascular Diseases | 2018

Left Atrial Enlargement and Anticoagulation Status in Patients with Acute Ischemic Stroke and Atrial Fibrillation

Katarina Dakay; Andrew D Chang; Morgan Hemendinger; Shawna Cutting; Ryan A McTaggart; Mahesh V. Jayaraman; Antony Chu; Nikhil Panda; Christopher Song; Alexander E. Merkler; Gino Gialdini; Benjamin Kummer; Michael P. Lerario; Hooman Kamel; Mitchell S.V. Elkind; Karen L. Furie; Shadi Yaghi

BACKGROUNDnDespite anticoagulation therapy, ischemic stroke risk in atrial fibrillation (AF) remains substantial. We hypothesize that left atrial enlargement (LAE) is more prevalent in AF patients admitted with ischemic stroke who are therapeutic, as opposed to nontherapeutic, on anticoagulation.nnnMETHODSnWe included consecutive patients with AF admitted with ischemic stroke between April 1, 2015, and December 31, 2016. Patients were divided into two groups based on whether they were therapeutic (warfarin with an international normalized ratiou2009≥u20092.0 or non-vitamin K oral anticoagulant with uninterrupted use in the prior 2 weeks) versus nontherapeutic on anticoagulation. Univariable and multivariable models were used to estimate associations between therapeutic anticoagulation and clinical factors, including CHADS2 score and LAE (none/mild versus moderate/severe).nnnRESULTSnWe identified 225 patients during the study period; 52 (23.1%) were therapeutic on anticoagulation. Patients therapeutic on anticoagulation were more likely to have a larger left atrial diameter in millimeters (45.6u2009±u20099.2 versus 42.3u2009±u20098.6, Pu2009=u2009.032) and a higher CHADS2 score (2.9u2009±u20091.1 versus 2.4u2009±u20091.1, Pu2009=u2009.03). After adjusting for the CHADS2 score, patients who had a stroke despite therapeutic anticoagulation were more likely to have moderate to severe LAE (odds ratio, 2.05; 95% confidence interval, 1.01-4.16).nnnCONCLUSIONnLAE is associated with anticoagulation failure in AF patients admitted with an ischemic stroke. This provides indirect evidence that LAE may portend failure of anticoagulation therapy in patients with AF; further studies are needed to delineate the significance of this association and improve stroke prevention strategies.


International Journal of Stroke | 2018

Perfusion imaging and recurrent cerebrovascular events in intracranial atherosclerotic disease or carotid occlusion

Daniel C Sacchetti; Shawna Cutting; Ryan A McTaggart; Andrew D Chang; Morgan Hemendinger; Brian Mac Grory; Matthew S Siket; Tina Burton; Bradford B. Thompson; Sara Rostanski; Shyam Prabhakaran; Joshua Z. Willey; Randolph S. Marshall; Mitchell S.V. Elkind; Pooja Khatri; Karen L. Furie; Mahesh V. Jayaraman; Shadi Yaghi

Background Large vessel disease stroke subtype carries the highest risk of early recurrent stroke. In this study we aim to look at the association between impaired perfusion and early stroke recurrence in patients with intracranial atherosclerotic disease or total cervical carotid occlusion. Methods This is a retrospective study from a comprehensive stroke center where we included consecutive patients 18 years or older with intracranial atherosclerotic disease or total cervical carotid occlusion admitted with a diagnosis of ischemic stroke within 24u2009h from symptom onset with National Institute Health Stroke Scaleu2009<u200915, between 1 December 2016 and 30 June 2017. Patients with (1) evidence ofu2009≥u200950% stenosis of a large intracranial artery or total carotid artery occlusion, (2) symptoms referable to the territory of the affected artery, and (3) perfusion imaging data using the RAPID processing software were included. The primary predictor was unfavorable perfusion imaging defined as Tmaxu2009>u20096u2009s mismatch volume (penumbra volume–infarct volume) of 15u2009ml or more. The outcome was recurrent cerebrovascular events at 90 days defined as worsening or new neurological symptoms in the absence of a nonvascular cause attributable to the decline, or new infarct or infarct extension in the territory of the affected artery. We used Cox proportional hazards models to determine the association between impaired perfusion and recurrent cerebrovascular events. Results Sixty-two patients met our inclusion criteria; mean age 66.4u2009±u200913.1 years, 64.5% male (40/62) and 50.0% (31/62) with intracranial atherosclerotic disease. When compared to patients with favorable perfusion pattern, patients with unfavorable perfusion pattern were more likely to have recurrent cerebrovascular events (55.6% (10/18) versus 9.1% (4/44), pu2009<u20090.001). This association persisted after adjusting for potential confounders (adjusted hazard ratio 10.44, 95% confidence interval 2.30–47.42, pu2009=u20090.002). Conclusion Perfusion mismatch predicts recurrent cerebrovascular events in patients with ischemic stroke due to intracranial atherosclerotic disease or total cervical carotid occlusion. Studies are needed to determine the utility of revascularization strategies in this patient population.


Stroke | 2018

Left Atrial Appendage Thrombus and Embolic Stroke: A Case Study

Brian Mac Grory; Andrew D Chang; Michael K. Atalay; Shadi Yaghi


Stroke | 2018

Left Atrial Appendage Thrombus and Embolic Stroke

Brian Mac Grory; Andrew D Chang; Michael K. Atalay; Shadi Yaghi


Stroke | 2018

Troponin Improves the Yield of Transthoracic Echocardiography in Ischemic Stroke Patients of Determined Stroke Subtype

Shadi Yaghi; Andrew D Chang; Shawna Cutting; Mahesh V. Jayaraman; Ryan A McTaggart; Brittany A Ricci; Katarina Dakay; Priya Narwal; Brian Mac Grory; Tina Burton; Michael Reznik; Brian Silver; Ajay Gupta; Christopher Song; Emile Mehanna; Matthew S Siket; Michael P. Lerario; Daniel C. Saccetti; Alexander E. Merkler; Hooman Kamel; Mitchell S.V. Elkind; Karen L. Furie


Stroke | 2018

Abstract TMP17: Impaired Perfusion Imaging Predicts Recurrent Cerebrovascular Events in Symptomatic Large Vessel Stenosis

Daniel C Sacchetti; Shawna Cutting; Ryan A McTaggart; Andrew D Chang; Morgan Hemendinger; Katarina Dakay; Brian Mac Grory; Matthew S Siket; Tina Burton; Bradford B. Thompson; Sara Rostanski; Alexander E. Merkler; Gino Gialdini; Michael P. Lerario; Shyam Prabakharan; Jeffrey M. Rogg; Hooman Kamel; Joshua Z. Willey; Randolph S. Marshall; Mitchell S.V. Elkind; Pooja Khatri; Karen L. Furie; Mahesh V. Jayaraman; Shadi Yaghi

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