Risk of Paradoxical Embolism (RoPE)–Estimated Attributable Fraction Correlates With the Benefit of Patent Foramen Ovale Closure: An Analysis of 3 Trials

BACKGROUND AND PURPOSE:In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific “PFO-attributable fraction”—the probability that a documented PFO is causally-related to the stroke, r...

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Published inStroke (1970) Vol. 51; no. 10; pp. 3119 - 3123
Main Authors Kent, David M., Saver, Jeffrey L., Ruthazer, Robin, Furlan, Anthony J., Reisman, Mark, Carroll, John D., Smalling, Richard W., Jüni, Peter, Mattle, Heinrich P., Meier, Bernhard, Thaler, David E.
Format Journal Article
LanguageEnglish
Published United States American Heart Association, Inc 01.10.2020
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Online AccessGet full text
ISSN0039-2499
1524-4628
1524-4628
DOI10.1161/STROKEAHA.120.029350

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Abstract BACKGROUND AND PURPOSE:In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific “PFO-attributable fraction”—the probability that a documented PFO is causally-related to the stroke, rather than an incidental finding. The objective of this research is to examine the relationship between this RoPE-estimated PFO-attributable fraction and the effect of closure in 3 randomized trials. METHODS:We pooled data from the CLOSURE-I (Evaluation of the STARFlex Septal Closure System in Patients With a Stroke and/or Transient Ischemic Attack due to Presumed Paradoxical Embolism through a Patent Foramen Ovale), RESPECT (Randomized Evaluation of Recurrent Stroke Comparing PFO Closure to Established Current Standard of Care Treatment), and PC (Clinical Trial Comparing Percutaneous Closure of Patent Foramen Ovale [PFO] Using the Amplatzer PFO Occluder With Medical Treatment in Patients With Cryptogenic Embolism) trials. We examine the treatment effect of closure in high RoPE score (≥7) versus low RoPE score (<7) patients. We also estimated the relative risk reduction associated with PFO closure across each level of the RoPE score using Cox proportional hazard analysis. We estimated a patient-specific attributable fraction using a PC trial–compatible (9-point) RoPE equation (omitting the neuroradiology variable), as well as a 2-trial analysis using the original (10-point) RoPE equation. We examined the Pearson correlation between the estimated attributable fraction and the relative risk reduction across RoPE strata. RESULTS:In the low RoPE score group (<7, n=912), the rate of recurrent strokes per 100 person-years was 1.37 in the device arm versus 1.68 in the medical arm (hazard ratio, 0.82 [0.42–1.59] P=0.56) compared with 0.30 versus 1.03 (hazard ratio, 0.31 [0.11–0.85] P=0.02) in the high RoPE score group (≥7, n=1221); treatment-by-RoPE score group interaction, P=0.12. The RoPE score estimated attributable fraction anticipated the relative risk reduction across all levels of the RoPE score, in both the 3-trial (r=0.95, P<0.001) and 2-trial (r=0.92, P<0.001) analyses. CONCLUSIONS:The RoPE score estimated attributable fraction is highly correlated to the relative risk reduction of device versus medical therapy. This observation suggests the RoPE score identifies patients with cryptogenic stroke who are likely to have a PFO that is pathogenic rather than incidental.
AbstractList In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific "PFO-attributable fraction"-the probability that a documented PFO is causally-related to the stroke, rather than an incidental finding. The objective of this research is to examine the relationship between this RoPE-estimated PFO-attributable fraction and the effect of closure in 3 randomized trials. We pooled data from the CLOSURE-I (Evaluation of the STARFlex Septal Closure System in Patients With a Stroke and/or Transient Ischemic Attack due to Presumed Paradoxical Embolism through a Patent Foramen Ovale), RESPECT (Randomized Evaluation of Recurrent Stroke Comparing PFO Closure to Established Current Standard of Care Treatment), and PC (Clinical Trial Comparing Percutaneous Closure of Patent Foramen Ovale [PFO] Using the Amplatzer PFO Occluder With Medical Treatment in Patients With Cryptogenic Embolism) trials. We examine the treatment effect of closure in high RoPE score (≥7) versus low RoPE score (<7) patients. We also estimated the relative risk reduction associated with PFO closure across each level of the RoPE score using Cox proportional hazard analysis. We estimated a patient-specific attributable fraction using a PC trial-compatible (9-point) RoPE equation (omitting the neuroradiology variable), as well as a 2-trial analysis using the original (10-point) RoPE equation. We examined the Pearson correlation between the estimated attributable fraction and the relative risk reduction across RoPE strata. In the low RoPE score group (<7, n=912), the rate of recurrent strokes per 100 person-years was 1.37 in the device arm versus 1.68 in the medical arm (hazard ratio, 0.82 [0.42-1.59] =0.56) compared with 0.30 versus 1.03 (hazard ratio, 0.31 [0.11-0.85] =0.02) in the high RoPE score group (≥7, n=1221); treatment-by-RoPE score group interaction, =0.12. The RoPE score estimated attributable fraction anticipated the relative risk reduction across all levels of the RoPE score, in both the 3-trial ( =0.95, <0.001) and 2-trial ( =0.92, <0.001) analyses. The RoPE score estimated attributable fraction is highly correlated to the relative risk reduction of device versus medical therapy. This observation suggests the RoPE score identifies patients with cryptogenic stroke who are likely to have a PFO that is pathogenic rather than incidental.
In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific "PFO-attributable fraction"-the probability that a documented PFO is causally-related to the stroke, rather than an incidental finding. The objective of this research is to examine the relationship between this RoPE-estimated PFO-attributable fraction and the effect of closure in 3 randomized trials.BACKGROUND AND PURPOSEIn patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific "PFO-attributable fraction"-the probability that a documented PFO is causally-related to the stroke, rather than an incidental finding. The objective of this research is to examine the relationship between this RoPE-estimated PFO-attributable fraction and the effect of closure in 3 randomized trials.We pooled data from the CLOSURE-I (Evaluation of the STARFlex Septal Closure System in Patients With a Stroke and/or Transient Ischemic Attack due to Presumed Paradoxical Embolism through a Patent Foramen Ovale), RESPECT (Randomized Evaluation of Recurrent Stroke Comparing PFO Closure to Established Current Standard of Care Treatment), and PC (Clinical Trial Comparing Percutaneous Closure of Patent Foramen Ovale [PFO] Using the Amplatzer PFO Occluder With Medical Treatment in Patients With Cryptogenic Embolism) trials. We examine the treatment effect of closure in high RoPE score (≥7) versus low RoPE score (<7) patients. We also estimated the relative risk reduction associated with PFO closure across each level of the RoPE score using Cox proportional hazard analysis. We estimated a patient-specific attributable fraction using a PC trial-compatible (9-point) RoPE equation (omitting the neuroradiology variable), as well as a 2-trial analysis using the original (10-point) RoPE equation. We examined the Pearson correlation between the estimated attributable fraction and the relative risk reduction across RoPE strata.METHODSWe pooled data from the CLOSURE-I (Evaluation of the STARFlex Septal Closure System in Patients With a Stroke and/or Transient Ischemic Attack due to Presumed Paradoxical Embolism through a Patent Foramen Ovale), RESPECT (Randomized Evaluation of Recurrent Stroke Comparing PFO Closure to Established Current Standard of Care Treatment), and PC (Clinical Trial Comparing Percutaneous Closure of Patent Foramen Ovale [PFO] Using the Amplatzer PFO Occluder With Medical Treatment in Patients With Cryptogenic Embolism) trials. We examine the treatment effect of closure in high RoPE score (≥7) versus low RoPE score (<7) patients. We also estimated the relative risk reduction associated with PFO closure across each level of the RoPE score using Cox proportional hazard analysis. We estimated a patient-specific attributable fraction using a PC trial-compatible (9-point) RoPE equation (omitting the neuroradiology variable), as well as a 2-trial analysis using the original (10-point) RoPE equation. We examined the Pearson correlation between the estimated attributable fraction and the relative risk reduction across RoPE strata.In the low RoPE score group (<7, n=912), the rate of recurrent strokes per 100 person-years was 1.37 in the device arm versus 1.68 in the medical arm (hazard ratio, 0.82 [0.42-1.59] P=0.56) compared with 0.30 versus 1.03 (hazard ratio, 0.31 [0.11-0.85] P=0.02) in the high RoPE score group (≥7, n=1221); treatment-by-RoPE score group interaction, P=0.12. The RoPE score estimated attributable fraction anticipated the relative risk reduction across all levels of the RoPE score, in both the 3-trial (r=0.95, P<0.001) and 2-trial (r=0.92, P<0.001) analyses.RESULTSIn the low RoPE score group (<7, n=912), the rate of recurrent strokes per 100 person-years was 1.37 in the device arm versus 1.68 in the medical arm (hazard ratio, 0.82 [0.42-1.59] P=0.56) compared with 0.30 versus 1.03 (hazard ratio, 0.31 [0.11-0.85] P=0.02) in the high RoPE score group (≥7, n=1221); treatment-by-RoPE score group interaction, P=0.12. The RoPE score estimated attributable fraction anticipated the relative risk reduction across all levels of the RoPE score, in both the 3-trial (r=0.95, P<0.001) and 2-trial (r=0.92, P<0.001) analyses.The RoPE score estimated attributable fraction is highly correlated to the relative risk reduction of device versus medical therapy. This observation suggests the RoPE score identifies patients with cryptogenic stroke who are likely to have a PFO that is pathogenic rather than incidental.CONCLUSIONSThe RoPE score estimated attributable fraction is highly correlated to the relative risk reduction of device versus medical therapy. This observation suggests the RoPE score identifies patients with cryptogenic stroke who are likely to have a PFO that is pathogenic rather than incidental.
BACKGROUND AND PURPOSE:In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a patient-specific “PFO-attributable fraction”—the probability that a documented PFO is causally-related to the stroke, rather than an incidental finding. The objective of this research is to examine the relationship between this RoPE-estimated PFO-attributable fraction and the effect of closure in 3 randomized trials. METHODS:We pooled data from the CLOSURE-I (Evaluation of the STARFlex Septal Closure System in Patients With a Stroke and/or Transient Ischemic Attack due to Presumed Paradoxical Embolism through a Patent Foramen Ovale), RESPECT (Randomized Evaluation of Recurrent Stroke Comparing PFO Closure to Established Current Standard of Care Treatment), and PC (Clinical Trial Comparing Percutaneous Closure of Patent Foramen Ovale [PFO] Using the Amplatzer PFO Occluder With Medical Treatment in Patients With Cryptogenic Embolism) trials. We examine the treatment effect of closure in high RoPE score (≥7) versus low RoPE score (<7) patients. We also estimated the relative risk reduction associated with PFO closure across each level of the RoPE score using Cox proportional hazard analysis. We estimated a patient-specific attributable fraction using a PC trial–compatible (9-point) RoPE equation (omitting the neuroradiology variable), as well as a 2-trial analysis using the original (10-point) RoPE equation. We examined the Pearson correlation between the estimated attributable fraction and the relative risk reduction across RoPE strata. RESULTS:In the low RoPE score group (<7, n=912), the rate of recurrent strokes per 100 person-years was 1.37 in the device arm versus 1.68 in the medical arm (hazard ratio, 0.82 [0.42–1.59] P=0.56) compared with 0.30 versus 1.03 (hazard ratio, 0.31 [0.11–0.85] P=0.02) in the high RoPE score group (≥7, n=1221); treatment-by-RoPE score group interaction, P=0.12. The RoPE score estimated attributable fraction anticipated the relative risk reduction across all levels of the RoPE score, in both the 3-trial (r=0.95, P<0.001) and 2-trial (r=0.92, P<0.001) analyses. CONCLUSIONS:The RoPE score estimated attributable fraction is highly correlated to the relative risk reduction of device versus medical therapy. This observation suggests the RoPE score identifies patients with cryptogenic stroke who are likely to have a PFO that is pathogenic rather than incidental.
Author Saver, Jeffrey L.
Smalling, Richard W.
Jüni, Peter
Reisman, Mark
Ruthazer, Robin
Mattle, Heinrich P.
Furlan, Anthony J.
Carroll, John D.
Thaler, David E.
Kent, David M.
Meier, Bernhard
AuthorAffiliation Predictive Analytics and Comparative Effectiveness (PACE) Center, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., R.R.) Department of Neurology, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., D.E.T.) Comprehensive Stroke Center and Department of Neurology, David Geffen School of Medicine/University of California Los Angeles (J.L.S.). Department of Neurology, Case Western Reserve University, Cleveland, OH (A.J.F.). Division of Cardiology, University of Washington Medical Center, Seattle (M.R.). Division of Cardiology, Department of Medicine, University of Colorado Denver, Aurora (J.D.C.). Division of Cardiology, Department of Medicine, University of Texas Medical School at Houston (R.W.S.). Applied Health Research Centre (AHRC), Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Department of Medicine and Institute of Health Policy, Management and Evaluation,
AuthorAffiliation_xml – name: Predictive Analytics and Comparative Effectiveness (PACE) Center, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., R.R.) Department of Neurology, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., D.E.T.) Comprehensive Stroke Center and Department of Neurology, David Geffen School of Medicine/University of California Los Angeles (J.L.S.). Department of Neurology, Case Western Reserve University, Cleveland, OH (A.J.F.). Division of Cardiology, University of Washington Medical Center, Seattle (M.R.). Division of Cardiology, Department of Medicine, University of Colorado Denver, Aurora (J.D.C.). Division of Cardiology, Department of Medicine, University of Texas Medical School at Houston (R.W.S.). Applied Health Research Centre (AHRC), Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, ON, Canada (P.J.). Department of Neurology, Bern University Hospital, Bern, Switzerland. (H.P.M.) Department of Cardiology, Bern University Hospital, Bern, Switzerland. (B.M.)
Author_xml – sequence: 1
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  organization: Predictive Analytics and Comparative Effectiveness (PACE) Center, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., R.R.) Department of Neurology, Tufts Medical Center/Tufts University School of Medicine, Boston, MA. (D.M.K., D.E.T.) Comprehensive Stroke Center and Department of Neurology, David Geffen School of Medicine/University of California Los Angeles (J.L.S.). Department of Neurology, Case Western Reserve University, Cleveland, OH (A.J.F.). Division of Cardiology, University of Washington Medical Center, Seattle (M.R.). Division of Cardiology, Department of Medicine, University of Colorado Denver, Aurora (J.D.C.). Division of Cardiology, Department of Medicine, University of Texas Medical School at Houston (R.W.S.). Applied Health Research Centre (AHRC), Li Ka Shing Knowledge Institute of St. Michael’s Hospital, Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, ON, Canada (P.J.). Department of Neurology, Bern University Hospital, Bern, Switzerland. (H.P.M.) Department of Cardiology, Bern University Hospital, Bern, Switzerland. (B.M.)
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/32921262$$D View this record in MEDLINE/PubMed
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2020 American Heart Association, Inc.
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Issue 10
Keywords prediction
risk
foramen ovale, patent
embolism, paradoxical
patients
Language English
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PublicationTitle Stroke (1970)
PublicationTitleAlternate Stroke
PublicationYear 2020
Publisher American Heart Association, Inc
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References e_1_3_6_10_2
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  doi: 10.1056/NEJMoa1211716
– ident: e_1_3_6_12_2
  doi: 10.1161/STROKEAHA.111.619577
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  doi: 10.1161/STROKEAHA.117.018153
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  doi: 10.1056/NEJMoa1301440
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  doi: 10.1161/STROKEAHA.109.547828
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  doi: 10.1056/NEJMoa1009639
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  doi: 10.1016/j.jjcc.2010.05.008
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  doi: 10.7326/M19-3583
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  doi: 10.1001/jama.2011.163
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  doi: 10.1212/WNL.0b013e3182a08d59
– volume: 11
  start-page: NP7-8
  year: 2016
  ident: e_1_3_6_5_2
  article-title: The utility of the RoPE score in cryptogenic stroke patients </=50 years in predicting a stroke-related patent foramen ovale.
  publication-title: Int J Stroke
  doi: 10.1177/1747493015607505
– ident: e_1_3_6_9_2
  doi: 10.1016/j.jacc.2015.12.023
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Snippet BACKGROUND AND PURPOSE:In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a...
In patients with cryptogenic stroke and patent foramen ovale (PFO), the Risk of Paradoxical Embolism (RoPE) Score has been proposed as a method to estimate a...
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SubjectTerms Cardiac Catheterization
Embolism, Paradoxical - etiology
Foramen Ovale, Patent - complications
Foramen Ovale, Patent - surgery
Humans
Risk Factors
Secondary Prevention
Stroke - complications
Treatment Outcome
Title Risk of Paradoxical Embolism (RoPE)–Estimated Attributable Fraction Correlates With the Benefit of Patent Foramen Ovale Closure: An Analysis of 3 Trials
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Volume 51
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