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Luo D, Yang Z, Zhang G, Shen Q, Zhang H, Lai J, Hu H, He J, Wu S, Zhang C. Machine learning in a real-world PFO study: analysis of data from multi-centers in China. BMC Med Inform Decis Mak 2022; 22:305. [PMID: 36434650 PMCID: PMC9694545 DOI: 10.1186/s12911-022-02048-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 11/14/2022] [Indexed: 11/27/2022] Open
Abstract
PURPOSE The association of patent foreman ovale (PFO) and cryptogenic stroke has been studied for years. Although device closure overall decreases the risk for recurrent stroke, treatment effects varied across different studies. In this study, we aimed to detect sub-clusters in post-closure PFO patients and identify potential predictors for adverse outcomes. METHODS We analyzed patients with embolic stroke of undetermined sources and PFO from 7 centers in China. Machine learning and Cox regression analysis were used. RESULTS Using unsupervised hierarchical clustering on principal components, two main clusters were identified and a total of 196 patients were included. The average age was 42.7 (12.37) years and 64.80% (127/196) were female. During a median follow-up of 739 days, 12 (6.9%) adverse events happened, including 6 (3.45%) recurrent stroke, 5 (2.87%) transient ischemic attack (TIA) and one death (0.6%). Compared to cluster 1 (n = 77, 39.20%), patients in cluster 2 (n = 119, 60.71%) were more likely to be male, had higher systolic and diastolic blood pressure, higher body mass index, lower high-density lipoprotein cholesterol and increased proportion of presence of atrial septal aneurysm. Using random forest survival (RFS) analysis, eight top ranking features were selected and used for prediction model construction. As a result, the RFS model outperformed the traditional Cox regression model (C-index: 0.87 vs. 0.54). CONCLUSIONS There were 2 main clusters in post-closure PFO patients. Traditional cardiovascular profiles remain top ranking predictors for future recurrence of stroke or TIA. However, whether maximizing the management of these factors would provide extra benefits warrants further investigations.
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Affiliation(s)
- Dongling Luo
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan 2Nd Road, Guangzhou, 510080 Guangdong China
| | - Ziyang Yang
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan 2Nd Road, Guangzhou, 510080 Guangdong China
| | - Gangcheng Zhang
- grid.413247.70000 0004 1808 0969Zhongnan Hospital of Wuhan University, Wuhan, China
| | | | - Hongwei Zhang
- Hubei Huiyi Cardiovascular Center, Enshi, Hubei China
| | - Junxing Lai
- Jiang Men Central Hospital, Jiangmen, Guangdong China
| | - Hui Hu
- grid.452881.20000 0004 0604 5998The First People’s Hospital of Foshan, Foshan, Guangdong China
| | - Jianxin He
- General Hospital of Southern Theatre Command of PLA, Guangzhou, China
| | - Shulin Wu
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan 2Nd Road, Guangzhou, 510080 Guangdong China
| | - Caojin Zhang
- Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, 106 Zhongshan 2Nd Road, Guangzhou, 510080 Guangdong China
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2
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Krishnamurthy Y, Ben-Ami J, Robbins BT, Sommer RJ. Incidence and time course of atrial fibrillation following patent foramen ovale closure. Catheter Cardiovasc Interv 2022; 100:219-224. [PMID: 35652162 DOI: 10.1002/ccd.30247] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 05/17/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVES Determine the true incidence and time course of atrial fibrillation (AF) after patent foramen ovale closure (PFOc) using implantable loop recorders (ILR) placed during cryptogenic stroke evaluation. BACKGROUND Published trials report a 2%-6.6% incidence of postimplant atrial fibrillation (PIAF) after PFOc, which is probably a gross underestimation, as only patients presenting in AF were captured. Episodes of paroxysmal and silent AF would have been missed. METHODS Of 761 patients who underwent PFOc at a single center between January 2016 and December 2020, 35 patients had an ILR implanted before PFOc, without documentation of AF, and had ≥1 month of monitoring post-PFOc. The incidence, onset, and conclusion of AF episodes were determined from a review of patient records. RESULTS The mean duration of ILR monitoring was 54.6 ± 39.4 weeks after PFOc. AF occurred in 13/35 (37%) patients. PFOc patients who developed PIAF were older than those who did not (62 ± 11 vs. 52 ± 14 years, p = 0.03). In 12/13, the initial PIAF event occurred within 4 weeks of PFOc, with the greatest frequency around 2 weeks and conclusion by 12 weeks in all. No recurrent strokes occurred during ILR monitoring. CONCLUSION The actual incidence of PIAF was far greater than previously reported and was significantly associated with older age at PFOc. The timing of PIAF onset and termination were consistent with a postimplant inflammatory mechanism. The higher actual PIAF incidence underscores its low stroke potential in this population. A larger prospective trial is required to validate these preliminary results.
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Affiliation(s)
- Yamini Krishnamurthy
- Department of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
| | - Johanna Ben-Ami
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Barbara T Robbins
- Department of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
| | - Robert J Sommer
- Department of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
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3
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Secondary Prevention of Cardioembolic Stroke. Stroke 2022. [DOI: 10.1016/b978-0-323-69424-7.00064-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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4
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Deng W, McMullin D, Inglessis-Azuaje I, Locascio JJ, Palacios IF, Buonanno FS, Lo EH, Ning M. Effect of Patent Foramen Ovale Closure After Stroke on Circulatory Biomarkers. Neurology 2021; 97:e203-e214. [PMID: 33986139 PMCID: PMC8279569 DOI: 10.1212/wnl.0000000000012188] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 04/13/2021] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE To determine the influence of patent foramen ovale (PFO) closure on circulatory biomarkers. METHODS Consecutive patients with PFO-related stroke were prospectively enrolled and followed with serial sampling of cardiac atrial and venous blood pre- and post-PFO closure over time. Candidate biomarkers were identified by mass spectrometry in a discovery cohort first, and lead candidates were validated in an independent cohort. RESULTS Patients with PFO-related stroke (n = 254) were recruited and followed up to 4 years (median 2.01; interquartile range 0.77-2.54). Metabolite profiling in the discovery cohort (n = 12) identified homocysteine as the most significantly decreased factor in intracardiac plasma after PFO closure (false discovery rate 0.001). This was confirmed in a validation cohort (n = 181), where intracardiac total homocysteine (tHcy) was immediately reduced in patients with complete closure, but not in those with residual shunting, suggesting association of PFO shunting with tHcy elevation (β 0.115; 95% confidence interval [CI] 0.047-0.183; p = 0.001). tHcy reduction was more dramatic in left atrium than right (p < 0.001), suggesting clearance through pulmonary circulation. Long-term effect of PFO closure was also monitored and compared to medical treatment alone (n = 61). Complete PFO closure resulted in long-term tHcy reduction in peripheral blood, whereas medical therapy alone showed no effect (β -0.208; 95% CI -0.375∼-0.058; p = 0.007). Residual shunting was again independently associated with persistently elevated tHcy (β 0.184; 95% CI 0.051-0.316; p = 0.007). CONCLUSIONS PFO shunting may contribute to circulatory tHcy elevation, which is renormalized by PFO closure. PFO is not just a door for clots, but may itself enhance clot formation and injure neurovasculature by clot-independent mechanisms. Biomarkers such as tHcy can potentially serve as cost-effective measures of residual shunting and neurovascular risk for PFO stroke.
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Affiliation(s)
- Wenjun Deng
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - David McMullin
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Ignacio Inglessis-Azuaje
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Joseph J Locascio
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Igor F Palacios
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Ferdinando S Buonanno
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - Eng H Lo
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston
| | - MingMing Ning
- From the Clinical Proteomics Research Center (W.D., D.M., F.S.B., E.H.L., M.M.N.), Cardio-Neurology Division (W.D., I.I.-A., J.J.L., I.F.P., F.S.B., E.H.L., M.M.N.), and Neuroprotection Research Laboratory (E.H.L., M.M.N.), Massachusetts General Hospital, Harvard Medical School, Boston.
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Abstract
Neurological complications after cardiac surgery and percutaneous cardiac interventions are not uncommon. These include periprocedural stroke, postoperative cognitive dysfunction after cardiac surgery, contrast-induced encephalopathy after percutaneous interventions, and seizures. In this article, we review the incidence, pathophysiology, diagnosis, and management of these complications. Improved understanding of these complications could lead to their prevention, faster detection, and facilitation of diagnostic workup and appropriate treatment.
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Affiliation(s)
| | - Jeffrey Wang
- Division of Neurology, Department of Medicine, University of Toronto, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Magdy Selim
- Department of Neurology, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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6
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Abstract
PURPOSE OF REVIEW To highlight recent advancements in the management of acute ischemic stroke patients with patent foramen ovale (PFO). RECENT FINDINGS One significant recent development was publication of long-term follow-up data from the RESPECT trial demonstrating evidence in favor of PFO closure over medical management. This data subsequently led to FDA approval for AMPLATZER™ septal occluder in the treatment of patients aged 18 to 60 years with both PFO and no other determined etiology for ischemic stroke, otherwise referred to as embolic stroke of undetermined source. Several subsequent closure trial results have recently been published, which also demonstrated benefit of PFO closure over medical management for ischemic stroke risk reduction in select patients. Based on the results of the more recently published REDUCE trial, the FDA granted approval for the GORE™ septal occluder. There is current, well-established evidence that PFO closure for secondary stroke prevention is effective in select cases.
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7
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Topcuoglu MA, Arsava EM. The Fragility Index in Randomized Controlled Trials for Patent Foramen Ovale Closure in Cryptogenic Stroke. J Stroke Cerebrovasc Dis 2019; 28:1636-1639. [DOI: 10.1016/j.jstrokecerebrovasdis.2019.02.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 02/12/2019] [Accepted: 02/23/2019] [Indexed: 01/10/2023] Open
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8
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Dahal K, Yousuf A, Watti H, Liang B, Sharma S, Rijal J, Katikaneni P, Modi K, Tandon N, Azrin M, Lee J. Who benefits from percutaneous closure of patent foramen ovale vs medical therapy for stroke prevention? In-depth and updated meta-analysis of randomized trials. World J Cardiol 2019; 11:126-136. [PMID: 31110604 PMCID: PMC6503458 DOI: 10.4330/wjc.v11.i4.126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 03/19/2019] [Accepted: 03/28/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND A few randomized clinical trials (RCT) and their meta-analyses have found patent foramen ovale closure (PFOC) to be beneficial in prevention of stroke compared to medical therapy. Whether the benefit is extended across all groups of patients remains unclear.
AIM To evaluate the efficacy and safety of PFOC vs medical therapy in different groups of patients presenting with stroke, we performed this meta-analysis of RCTs.
METHODS Electronic search of PubMed, EMBASE, Cochrane Central, CINAHL and ProQuest Central and manual search were performed from inception through September 2018 for RCTs. Ischemic stroke (IS), transient ischemic attack (TIA), a composite of IS, TIA and systemic embolism (SE), mortality, major bleeding, atrial fibrillation (AF) and procedural complications were the major outcomes. Random-effects model was used to perform analyses.
RESULTS Meta-analysis of 6 RCTs including 3560 patients showed that the PFOC, compared to medical therapy reduced the risk of IS [odds ratio: 0.34; 95% confidence interval: 0.15-0.78; P = 0.01] and the composite of IS, TIA and SE [0.55 (0.32-0.93); P = 0.02] and increased the AF risk [4.79 (2.35-9.77); P < 0.0001]. No statistical difference was observed in the risk of TIA [0.86 (0.54-1.38); P = 0.54], mortality [0.74 (0.28-1.93); P = 0.53] and major bleeding [0.81 (0.42-1.56); P = 0.53] between two strategies. Subgroup analyses showed that compared to medical therapy, PFOC reduced the risk of stroke in persons who were males, ≤ 45 years of age and had large shunt or atrial septal aneurysm.
CONCLUSION In certain groups of patients presenting with stroke, PFOC is beneficial in preventing future stroke compared to medical therapy.
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Affiliation(s)
- Khagendra Dahal
- Division of Cardiology, Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, LA 71103, United States
| | - Adil Yousuf
- Division of Cardiology, Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, LA 71103, United States
| | - Hussam Watti
- Division of Cardiology, Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, LA 71103, United States
| | - Brannen Liang
- Department of Medicine, University of Connecticut Health Center, Farmington, CT 06030, United States
| | - Sharan Sharma
- Kansas City Heart Rhythm Institute, Overland Park, KS 66215, United States
| | - Jharendra Rijal
- Division of Cardiology, Hartford Medical Center, Hartford, CT 06102, United States
| | - Pavan Katikaneni
- Division of Cardiology, Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, LA 71103, United States
| | - Kalgi Modi
- Division of Cardiology, Department of Medicine, Louisiana State University Health Sciences Center, Shreveport, LA 71103, United States
| | - Neeraj Tandon
- Cardiology Section, Overton Brooks VA Medical Center, Shreveport, LA 71101, United States
| | - Michael Azrin
- Division of Cardiology, University of Connecticut Health Center, Farmington, CT 06030, United States
| | - Juyong Lee
- Division of Cardiology, University of Connecticut Health Center, Farmington, CT 06030, United States
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9
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Who benefits from percutaneous closure of patent foramen ovale vs medical therapy for stroke prevention? In-depth and updated meta-analysis of randomized trials. World J Cardiol 2019. [DOI: 10.4330/wjc.v11.i4.0000] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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10
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Sá MPBO, Vieira EES, Cavalcanti LRP, Diniz RGS, Rayol SDC, Menezes AMD, Lins RFDA, Lima RC. Updated Meta-analysis on the Closure of Patent Foramen Ovale in Reduction of Stroke Rates: the DEFENSE-PFO Trial Does not Change the Scenario. Braz J Cardiovasc Surg 2019; 33:511-521. [PMID: 30517261 PMCID: PMC6257535 DOI: 10.21470/1678-9741-2018-0194] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 08/16/2018] [Indexed: 01/24/2023] Open
Abstract
Objective We aimed to analyze whether patent foramen ovale (PFO) closure reduces the
risk of stroke, assessing also some safety outcomes after the publication of
a new trial. Introduction The clinical benefit of closing a PFO has been an open question, so it is
necessary to review the current state of published medical data in regards
to this subject. Methods MEDLINE, EMBASE, CENTRAL/CCTR, SciELO, LILACS, Google Scholar and reference
lists of relevant articles were used to search for randomized controlled
trials (RCTs) that reported any of the following outcomes: stroke, death,
major bleeding or atrial fibrillation. Six studies fulfilled our eligibility
criteria and included 3560 patients (1889 for PFO closure and 1671 for
medical therapy. Results The risk ration (RR) for stroke in the “closure” group compared with the
“medical therapy” showed a statistically significant difference between the
groups, favouring the “closure” group (RR 0.366; 95%CI 0.171–0.782,
P=0.010). There was no statistically significant
difference between the groups regarding the safety outcomes, death and major
bleeding, but we observed an increase in the risk of atrial fibrillation in
the “closure” group (RR 4.131; 95%CI 2.293–7.443,
P<0.001). We also observed that the larger the
proportion of effective closure, the lower the risk of stroke. Conclusion This meta-analysis found that stroke rates are lower with percutaneously
implanted device closure than with medical therapy alone, being these rates
modulated by the rates of hypertension, atrial septal aneurysm and effective
closure. The publication of a new trial did not change the scenario in the
medical literature.
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Affiliation(s)
- Michel Pompeu Barros Oliveira Sá
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil.,Nucleus of Postgraduate Studies and Research in Health Sciences of the Faculdade de Ciências Médicas and Instituto de Ciências Biológicas (FCM/ICB), Recife, PE, Brazil.,The CASUAL Investigators - CArdiovascular SUgery Academic League of the Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Erik Everton Silva Vieira
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil.,The CASUAL Investigators - CArdiovascular SUgery Academic League of the Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Luiz Rafael Pereira Cavalcanti
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Roberto Gouveia Silva Diniz
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Sérgio da Costa Rayol
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Alexandre Motta de Menezes
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Ricardo Felipe de Albuquerque Lins
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil
| | - Ricardo Carvalho Lima
- Department of Cardiovascular Surgery of the Pronto Socorro Cardiológico de Pernambuco (PROCAPE), Recife, PE, Brazil.,Universidade de Pernambuco (UPE), Recife, PE, Brazil.,Nucleus of Postgraduate Studies and Research in Health Sciences of the Faculdade de Ciências Médicas and Instituto de Ciências Biológicas (FCM/ICB), Recife, PE, Brazil.,The CASUAL Investigators - CArdiovascular SUgery Academic League of the Universidade de Pernambuco (UPE), Recife, PE, Brazil
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11
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Agasthi P, Kolla KR, Yerasi C, Tullah S, Pulivarthi VS, Louka B, Arsanjani R, Yang EH, Mookadam F, Fortuin FD. Are we there yet with patent foramen ovale closure for secondary prevention in cryptogenic stroke? A systematic review and meta-analysis of randomized trials. SAGE Open Med 2019; 7:2050312119828261. [PMID: 30783525 PMCID: PMC6365999 DOI: 10.1177/2050312119828261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 01/14/2019] [Indexed: 01/02/2023] Open
Abstract
Background: We performed a meta-analysis to evaluate the benefit of patent foramen ovale closure in stroke prevention. Methods: We searched Medline/PubMed, EMBASE, Web of Science and Cochrane central database for randomized control trials assessing the incidence of recurrent stroke after patent foramen ovale closure when compared to medical therapy. Pooled odds ratio and 95% confidence intervals were calculated using a random effects model. The heterogeneity among studies was tested using the χ2 test and inconsistency was quantified using the I2 statistic. Results: Our search strategy yielded 71 articles. We included five studies with a total of 3440 patients. Median age in the device group was 45 (43, 5.5) years and in the medical group was 45 (44.5, 46) years; 52% were male, 27.7% of patients had an atrial septal aneurysm, 25% had hypertension, and 20.5% had diabetes mellitus. The median follow-up time was 44 (34.5–50) months. The pooled odds ratio of recurrent stroke, transient ischemic attack and composite end point of stroke + transient ischemic attack + peripheral embolism in the patent foramen ovale closure versus medical therapy group were 0.4 (95% confidence interval 0.25–0.63, I2 = 57.5%), 0.93 (95% confidence interval 0.61–1.42, I2 = 0%), and 0.6 (95% confidence interval 0.44–0.82, I2 = 0%), respectively. The incidence of atrial fibrillation was found to be significantly higher in the patent foramen ovale closure group with odds ratio of 6 (95% confidence interval 3.13–11.4, I2 = 33.5%). On subgroup analysis, patent foramen ovale closure appeared to benefit males and patients with a large shunt. Number needed to treat to prevent one recurrent stroke with patent foramen ovale closure is 42. Number needed to harm to cause one atrial fibrillation with patent foramen ovale closure is 39. Conclusion: This meta-analysis of randomized trials concludes that percutaneous patent foramen ovale closure is effective in recurrent stroke prevention especially in males and in those with a large shunt.
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Affiliation(s)
- Pradyumna Agasthi
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
| | | | - Charan Yerasi
- Department of Cardiovascular Diseases, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Sibghat Tullah
- Department of Cardiovascular Diseases, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | | | - Boshra Louka
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
| | - Reza Arsanjani
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
| | - Eric H Yang
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
| | - Farouk Mookadam
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
| | - F David Fortuin
- Department of Cardiovascular Diseases, Mayo Clinic, Phoenix, AZ, USA
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12
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Pristipino C, Sievert H, D'Ascenzo F, Mas JL, Meier B, Scacciatella P, Hildick-Smith D, Gaita F, Toni D, Kyrle P, Thomson J, Derumeaux G, Onorato E, Sibbing D, Germonpré P, Berti S, Chessa M, Bedogni F, Dudek D, Hornung M, Zamorano J. European position paper on the management of patients with patent foramen ovale. General approach and left circulation thromboembolism. EUROINTERVENTION 2019; 14:1389-1402. [PMID: 30141306 DOI: 10.4244/eij-d-18-00622] [Citation(s) in RCA: 83] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/03/2023]
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13
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Fiorelli EM, Carandini T, Gagliardi D, Bozzano V, Bonzi M, Tobaldini E, Comi GP, Scarpini EA, Montano N, Solbiati M. Secondary prevention of cryptogenic stroke in patients with patent foramen ovale: a systematic review and meta-analysis. Intern Emerg Med 2018; 13:1287-1303. [PMID: 30032341 DOI: 10.1007/s11739-018-1909-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 07/12/2018] [Indexed: 01/27/2023]
Abstract
The aim of our study is to compare patent foramen ovale (PFO) closure versus medical treatment and antiplatelet versus anticoagulant therapy in patients with cryptogenic stroke (CS) and PFO. We conducted a systematic review and meta-analysis with trial sequential analysis (TSA) of randomized trials. Primary outcomes are stroke or transient ischemic attack (TIA) and all-cause mortality. Secondary outcomes are peripheral embolism, bleeding, serious adverse events, myocardial infarction and atrial dysrhythmias. We performed an intention to treat meta-analysis with a random-effects model. We include six trials (3677 patients, mean age 47.3 years, 55.8% men). PFO closure is associated with a lower recurrence of stroke or TIA at a mean follow-up of 3.88 years compared to medical therapy [risk ratio (RR) 0.55, 95% CI 0.38-0.81; I2 = 40%]. The TSA confirms this result. No difference is found in mortality (RR 0.74, 95% CI 0.35-1.60; I2 = 0%), while PFO closure is associated with a higher incidence of atrial dysrhythmias (RR 4.55, 95% CI 2.16-9.60; I2 = 25%). The rate of the other outcomes is not different among the two groups. The comparison between anticoagulant and antiplatelet therapy shows no difference in terms of stroke recurrence, mortality and bleeding. There is conclusive evidence that PFO closure reduces the recurrence of stroke or TIA in patients younger than 60 years of age with CS. More data are warranted to assess the consequences of the increase in atrial dysrhythmias and the advantage of PFO closure over anticoagulants.
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Affiliation(s)
- Elisa Maria Fiorelli
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Tiziana Carandini
- Neurodegenerative Disease Unit, University of Milan, Dino Ferrari Centre, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.
| | - Delia Gagliardi
- Dino Ferrari Centre, Neuroscience Section, Department of Pathophysiology and Transplantation (DEPT), University of Milan, Neurology Unit, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Viviana Bozzano
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Mattia Bonzi
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Eleonora Tobaldini
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Giacomo Pietro Comi
- Dino Ferrari Centre, Neuroscience Section, Department of Pathophysiology and Transplantation (DEPT), University of Milan, Neurology Unit, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Elio Angelo Scarpini
- Neurodegenerative Disease Unit, University of Milan, Dino Ferrari Centre, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Nicola Montano
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
| | - Monica Solbiati
- Department of Internal Medicine, IRCCS Foundation Ca' Granda, Ospedale Maggiore Policlinico, University of Milan, Milan, Italy
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14
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Kasner SE, Swaminathan B, Lavados P, Sharma M, Muir K, Veltkamp R, Ameriso SF, Endres M, Lutsep H, Messé SR, Spence JD, Nedeltechev K, Perera K, Santo G, Olavarria V, Lindgren A, Bangdiwala S, Shoamanesh A, Berkowitz SD, Mundl H, Connolly SJ, Hart RG. Rivaroxaban or aspirin for patent foramen ovale and embolic stroke of undetermined source: a prespecified subgroup analysis from the NAVIGATE ESUS trial. Lancet Neurol 2018; 17:1053-1060. [PMID: 30274772 DOI: 10.1016/s1474-4422(18)30319-3] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Revised: 08/15/2018] [Accepted: 08/16/2018] [Indexed: 01/05/2023]
Abstract
BACKGROUND Patent foramen ovale (PFO) is a contributor to embolic stroke of undetermined source (ESUS). Subgroup analyses from previous studies suggest that anticoagulation could reduce recurrent stroke compared with antiplatelet therapy. We hypothesised that anticoagulant treatment with rivaroxaban, an oral factor Xa inhibitor, would reduce the risk of recurrent ischaemic stroke compared with aspirin among patients with PFO enrolled in the NAVIGATE ESUS trial. METHODS NAVIGATE ESUS was a double-blinded, randomised, phase 3 trial done at 459 centres in 31 countries that assessed the efficacy and safety of rivaroxaban versus aspirin for secondary stroke prevention in patients with ESUS. For this prespecified subgroup analysis, cohorts with and without PFO were defined on the basis of transthoracic echocardiography (TTE) and transoesophageal echocardiography (TOE). The primary efficacy outcome was time to recurrent ischaemic stroke between treatment groups. The primary safety outcome was major bleeding, according to the criteria of the International Society of Thrombosis and Haemostasis. The primary analyses were based on the intention-to-treat population. Additionally, we did a systematic review and random-effects meta-analysis of studies in which patients with cryptogenic stroke and PFO were randomly assigned to receive anticoagulant or antiplatelet therapy. FINDINGS Between Dec 23, 2014, and Sept 20, 2017, 7213 participants were enrolled and assigned to receive rivaroxaban (n=3609) or aspirin (n=3604). Patients were followed up for a mean of 11 months because of early trial termination. PFO was reported as present in 534 (7·4%) patients on the basis of either TTE or TOE. Patients with PFO assigned to receive aspirin had a recurrent ischaemic stroke rate of 4·8 events per 100 person-years compared with 2·6 events per 100 person-years in those treated with rivaroxaban. Among patients with known PFO, there was insufficient evidence to support a difference in risk of recurrent ischaemic stroke between rivaroxaban and aspirin (hazard ratio [HR] 0·54; 95% CI 0·22-1·36), and the risk was similar for those without known PFO (1·06; 0·84-1·33; pinteraction=0·18). The risks of major bleeding with rivaroxaban versus aspirin were similar in patients with PFO detected (HR 2·05; 95% CI 0·51-8·18) and in those without PFO detected (HR 2·82; 95% CI 1·69-4·70; pinteraction=0·68). The random-effects meta-analysis combined data from NAVIGATE ESUS with data from two previous trials (PICSS and CLOSE) and yielded a summary odds ratio of 0·48 (95% CI 0·24-0·96; p=0·04) for ischaemic stroke in favour of anticoagulation, without evidence of heterogeneity. INTERPRETATION Among patients with ESUS who have PFO, anticoagulation might reduce the risk of recurrent stroke by about half, although substantial imprecision remains. Dedicated trials of anticoagulation versus antiplatelet therapy or PFO closure, or both, are warranted. FUNDING Bayer and Janssen.
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Affiliation(s)
- Scott E Kasner
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA.
| | - Balakumar Swaminathan
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Pablo Lavados
- Clinica Alemana de Santiago, Universidad del Desarrollo, Universidad de Chile, Santiago, Chile
| | - Mukul Sharma
- Department of Medicine (Neurology), McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Keith Muir
- Institute of Neuroscience and Psychology, Queen Elizabeth University Hospital, University of Glasgow, Glasgow, Scotland, UK
| | - Roland Veltkamp
- Chefarzt, Neurologische Klinik, Alfried-Krupp Krankenhaus Rüttenscheid, Essen, Germany
| | - Sebastian F Ameriso
- Institute for Neurological Research, Fundacion para la Lucha contra las Enfermedades Neurologicas de la Infancia (FLENI), Buenos Aires, Argentina
| | - Matthias Endres
- Department of Neurology, Charité - Universitätsmedizin, Berlin, Germany
| | - Helmi Lutsep
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Steven R Messé
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA
| | - J David Spence
- Robarts Research Institute and Department of Clinical Neurological Sciences, University of Western Ontario, London, ON, Canada
| | | | - Kanjana Perera
- Population Health Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada
| | - Gustavo Santo
- Department of Neurology, Hospitais da Universidade de Coimbra, Coimbra, Portugal
| | | | - Arne Lindgren
- Department of Clinical Sciences (Neurology), Department of Neurology and Rehabilitation Medicine, Skane University Hospital, Lund University, Lund, Sweden
| | - Shrikant Bangdiwala
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON, Canada
| | | | - Scott D Berkowitz
- Vice President and Head, Thrombosis Group, Global Clinical Development, Bayer HealthCare Pharmaceuticals, Whippany, NJ, USA
| | | | - Stuart J Connolly
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Robert G Hart
- Division of Neurology, McMaster University, Hamilton, ON, Canada
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15
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Mojadidi MK, Elgendy AY, Elgendy IY, Mahmoud AN, Meier B. Atrial Fibrillation After Percutaneous Patent Foramen Ovale Closure. Am J Cardiol 2018; 122:915. [PMID: 30064865 DOI: 10.1016/j.amjcard.2018.05.035] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 05/21/2018] [Indexed: 01/16/2023]
Affiliation(s)
- Mohammad K Mojadidi
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida College of Medicine; Gainesville, Florida.
| | - Akram Y Elgendy
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida College of Medicine; Gainesville, Florida
| | - Islam Y Elgendy
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida College of Medicine; Gainesville, Florida
| | - Ahmed N Mahmoud
- Division of Cardiovascular Medicine, Department of Medicine, University of Florida College of Medicine; Gainesville, Florida
| | - Bernhard Meier
- Department of Cardiology, University Hospital of Bern; Bern, Switzerland
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