Frontiers in Neurology (Sep 2021)
Excessive White Matter Hyperintensity Increases Susceptibility to Poor Functional Outcomes After Acute Ischemic Stroke
- Sungmin Hong,
- Anne-Katrin Giese,
- Markus D. Schirmer,
- Markus D. Schirmer,
- Anna K. Bonkhoff,
- Martin Bretzner,
- Martin Bretzner,
- Pamela Rist,
- Adrian V. Dalca,
- Adrian V. Dalca,
- Robert W. Regenhardt,
- Mark R. Etherton,
- Kathleen L. Donahue,
- Marco Nardin,
- Steven J. T. Mocking,
- Elissa C. McIntosh,
- John Attia,
- John Attia,
- Oscar R. Benavente,
- John W. Cole,
- Amanda Donatti,
- Christoph J. Griessenauer,
- Christoph J. Griessenauer,
- Laura Heitsch,
- Laura Heitsch,
- Lukas Holmegaard,
- Katarina Jood,
- Jordi Jimenez-Conde,
- Jaume Roquer,
- Steven J. Kittner,
- Robin Lemmens,
- Robin Lemmens,
- Christopher R. Levi,
- Christopher R. Levi,
- Caitrin W. McDonough,
- James F. Meschia,
- Chia-Ling Phuah,
- Arndt Rolfs,
- Stefan Ropele,
- Jonathan Rosand,
- Jonathan Rosand,
- Jonathan Rosand,
- Tatjana Rundek,
- Ralph L. Sacco,
- Reinhold Schmidt,
- Christian Enzinger,
- Pankaj Sharma,
- Pankaj Sharma,
- Agnieszka Slowik,
- Alessandro Sousa,
- Tara M. Stanne,
- Daniel Strbian,
- Turgut Tatlisumak,
- Turgut Tatlisumak,
- Vincent Thijs,
- Vincent Thijs,
- Achala Vagal,
- Johan Wasselius,
- Johan Wasselius,
- Daniel Woo,
- Ramin Zand,
- Patrick F. McArdle,
- Bradford B. Worrall,
- Ona Wu,
- Christina Jern,
- Arne G. Lindgren,
- Arne G. Lindgren,
- Jane Maguire,
- Liisa Tomppo,
- Polina Golland,
- Natalia S. Rost,
- The MRI-GENIE and GISCOME Investigators and the International Stroke Genetics Consortium,
- Sungmin Hong,
- Anne-Katrin Giese,
- Markus D. Schirmer,
- Anna K. Bonkhoff,
- Martin Bretzner,
- Pamela Rist,
- Adrian V. Dalca,
- Robert W. Regenhardt,
- Mark R. Etherton,
- Kathleen L. Donahue,
- Marco Nardin,
- Steven J. T. Mocking,
- Elissa C. McIntosh,
- John Attia,
- Oscar R. Benavente,
- John W. Cole,
- Amanda Donatti,
- Christoph J. Griessenauer,
- Laura Heitsch,
- Lukas Holmegaard,
- Katarina Jood,
- Jordi Jimenez-Conde,
- Jaume Roquer,
- Steven J. Kittner,
- Robin Lemmens,
- Christopher R. Levi,
- Caitrin W. McDonough,
- James F. Meschia,
- Chia-Ling Phuah,
- Arndt Rolfs,
- Stefan Ropele,
- Jonathan Rosand,
- Tatjana Rundek,
- Ralph L. Sacco,
- Reinhold Schmidt,
- Christian Enzinger,
- Pankaj Sharma,
- Agnieszka Slowik,
- Alessandro Sousa,
- Tara M. Stanne,
- Daniel Strbian,
- Turgut Tatlisumak,
- Vincent Thijs,
- Achala Vagal,
- Johan Wasselius,
- Daniel Woo,
- Ramin Zand,
- Patrick F. McArdle,
- Bradford B. Worrall,
- Ona Wu,
- Christina Jern,
- Arne G. Lindgren,
- Jane Maguire,
- Liisa Tomppo,
- Polina Golland,
- Natalia S. Rost
Affiliations
- Sungmin Hong
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Anne-Katrin Giese
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Markus D. Schirmer
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Markus D. Schirmer
- Clinic for Neuroradiology, University Hospital Bonn, Bonn, Germany
- Anna K. Bonkhoff
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Martin Bretzner
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Martin Bretzner
- Univ. Lille, Inserm, CHU Lille, U1172 - LilNCog (JPARC) - Lille Neurosciences & Cognition, Lille, France
- Pamela Rist
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
- Adrian V. Dalca
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Boston, MA, United States
- Adrian V. Dalca
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
- Robert W. Regenhardt
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Mark R. Etherton
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Kathleen L. Donahue
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Marco Nardin
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Steven J. T. Mocking
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
- Elissa C. McIntosh
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
- John Attia
- Hunter Medical Research Institute, Newcastle, NSW, Australia
- John Attia
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
- Oscar R. Benavente
- 0Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
- John W. Cole
- 1Department of Neurology, University of Maryland School of Medicine and Veterans Affairs Maryland Health Care System, Baltimore, MD, United States
- Amanda Donatti
- 2School of Medical Sciences, University of Campinas (UNICAMP) and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, Brazil
- Christoph J. Griessenauer
- 3Department of Neurosurgery, Geisinger, Danville, PA, United States
- Christoph J. Griessenauer
- 4Research Institute of Neurointervention, Paracelsus Medical University, Salzburg, Austria
- Laura Heitsch
- 5Division of Emergency Medicine, Washington University School of Medicine, St. Louis, MO, United States
- Laura Heitsch
- 6Department of Neurology, Washington University School of Medicine & Barnes-Jewish Hospital, St. Louis, MO, United States
- Lukas Holmegaard
- 7Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg and Department of Neurology, The Sahlgrenska University Hospital, Gothenburg, Sweden
- Katarina Jood
- 7Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg and Department of Neurology, The Sahlgrenska University Hospital, Gothenburg, Sweden
- Jordi Jimenez-Conde
- 8Department of Neurology, Neurovascular Research Group (NEUVAS), IMIM-Hospital del Mar (Institut Hospital del Mar d'Investigacions M‘ediques), Universitat Autonoma de Barcelona, Barcelona, Spain
- Jaume Roquer
- 8Department of Neurology, Neurovascular Research Group (NEUVAS), IMIM-Hospital del Mar (Institut Hospital del Mar d'Investigacions M‘ediques), Universitat Autonoma de Barcelona, Barcelona, Spain
- Steven J. Kittner
- 1Department of Neurology, University of Maryland School of Medicine and Veterans Affairs Maryland Health Care System, Baltimore, MD, United States
- Robin Lemmens
- 9KU Leuven - University of Leuven, Department of Neurosciences, Experimental Neurology and Leuven Research Institute for Neuroscience and Disease (LIND), Leuven, Belgium
- Robin Lemmens
- 0VIB, Vesalius Research Center, Laboratory of Neurobiology, University Hospitals Leuven, Department of Neurology, Leuven, Belgium
- Christopher R. Levi
- Hunter Medical Research Institute, Newcastle, NSW, Australia
- Christopher R. Levi
- 1Department of Neurology, John Hunter Hospital, Newcastle, NSW, Australia
- Caitrin W. McDonough
- 2Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, United States
- James F. Meschia
- 3Department of Neurology, Mayo Clinic, Jacksonville, FL, United States
- Chia-Ling Phuah
- 6Department of Neurology, Washington University School of Medicine & Barnes-Jewish Hospital, St. Louis, MO, United States
- Arndt Rolfs
- 4Centogene AG, Rostock, Germany
- Stefan Ropele
- 5Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz, Graz, Austria
- Jonathan Rosand
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Jonathan Rosand
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
- Jonathan Rosand
- 6Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, United States
- Tatjana Rundek
- 7Department of Neurology and Evelyn F. McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
- Ralph L. Sacco
- 7Department of Neurology and Evelyn F. McKnight Brain Institute, Miller School of Medicine, University of Miami, Miami, FL, United States
- Reinhold Schmidt
- 5Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz, Graz, Austria
- Christian Enzinger
- 5Department of Neurology, Clinical Division of Neurogeriatrics, Medical University Graz, Graz, Austria
- Pankaj Sharma
- 8Institute of Cardiovascular Research, Royal Holloway University of London (ICR2UL), Egham, United Kingdom
- Pankaj Sharma
- 9St. Peter's and Ashford Hospitals, Egham, United Kingdom
- Agnieszka Slowik
- 0Department of Neurology, Jagiellonian University Medical College, Krakow, Poland
- Alessandro Sousa
- 2School of Medical Sciences, University of Campinas (UNICAMP) and the Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Campinas, Brazil
- Tara M. Stanne
- 7Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg and Department of Neurology, The Sahlgrenska University Hospital, Gothenburg, Sweden
- Daniel Strbian
- 1Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, University of Helsinki, Helsinki, Finland
- Turgut Tatlisumak
- 2Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Turgut Tatlisumak
- 3Department of Neurology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Vincent Thijs
- 4Stroke Division, Florey Institute of Neuroscience and Mental Health, Heidelberg, VIC, Australia
- Vincent Thijs
- 5Department of Neurology, Austin Health, Heidelberg, VIC, Australia
- Achala Vagal
- 6Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Johan Wasselius
- 7Department of Clinical Sciences Lund, Radiology, Lund University, Lund, Sweden
- Johan Wasselius
- 8Department of Radiology, Neuroradiology, Skåne University Hospital, Malmo, Sweden
- Daniel Woo
- 9Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States
- Ramin Zand
- 0Department of Neurology, Geisinger, Danville, PA, United States
- Patrick F. McArdle
- 1Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
- Bradford B. Worrall
- 2Departments of Neurology and Public Health Sciences, University of Virginia, Charlottesville, VA, United States
- Ona Wu
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States
- Christina Jern
- 3Department of Laboratory Medicine, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Arne G. Lindgren
- 4Department of Neurology and Rehabilitation Medicine, Skåne University Hospital, Lund, Sweden
- Arne G. Lindgren
- 5Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
- Jane Maguire
- 6School of Nursing and Midwifery, University of Technology Sydney, Sydney, NSW, Australia
- Liisa Tomppo
- 1Department of Neurology, Helsinki University Hospital and Clinical Neurosciences, University of Helsinki, Helsinki, Finland
- Polina Golland
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Boston, MA, United States
- Natalia S. Rost
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- The MRI-GENIE and GISCOME Investigators and the International Stroke Genetics Consortium
- Sungmin Hong
- Anne-Katrin Giese
- Markus D. Schirmer
- Anna K. Bonkhoff
- Martin Bretzner
- Pamela Rist
- Adrian V. Dalca
- Robert W. Regenhardt
- Mark R. Etherton
- Kathleen L. Donahue
- Marco Nardin
- Steven J. T. Mocking
- Elissa C. McIntosh
- John Attia
- Oscar R. Benavente
- John W. Cole
- Amanda Donatti
- Christoph J. Griessenauer
- Laura Heitsch
- Lukas Holmegaard
- Katarina Jood
- Jordi Jimenez-Conde
- Jaume Roquer
- Steven J. Kittner
- Robin Lemmens
- Christopher R. Levi
- Caitrin W. McDonough
- James F. Meschia
- Chia-Ling Phuah
- Arndt Rolfs
- Stefan Ropele
- Jonathan Rosand
- Tatjana Rundek
- Ralph L. Sacco
- Reinhold Schmidt
- Christian Enzinger
- Pankaj Sharma
- Agnieszka Slowik
- Alessandro Sousa
- Tara M. Stanne
- Daniel Strbian
- Turgut Tatlisumak
- Vincent Thijs
- Achala Vagal
- Johan Wasselius
- Daniel Woo
- Ramin Zand
- Patrick F. McArdle
- Bradford B. Worrall
- Ona Wu
- Christina Jern
- Arne G. Lindgren
- Jane Maguire
- Liisa Tomppo
- Polina Golland
- Natalia S. Rost
- DOI
- https://doi.org/10.3389/fneur.2021.700616
- Journal volume & issue
-
Vol. 12
Abstract
Objective: To personalize the prognostication of post-stroke outcome using MRI-detected cerebrovascular pathology, we sought to investigate the association between the excessive white matter hyperintensity (WMH) burden unaccounted for by the traditional stroke risk profile of individual patients and their long-term functional outcomes after a stroke.Methods: We included 890 patients who survived after an acute ischemic stroke from the MRI-Genetics Interface Exploration (MRI-GENIE) study, for whom data on vascular risk factors (VRFs), including age, sex, atrial fibrillation, diabetes mellitus, hypertension, coronary artery disease, smoking, prior stroke history, as well as acute stroke severity, 3- to−6-month modified Rankin Scale score (mRS), WMH, and brain volumes, were available. We defined the unaccounted WMH (uWMH) burden via modeling of expected WMH burden based on the VRF profile of each individual patient. The association of uWMH and mRS score was analyzed by linear regression analysis. The odds ratios of patients who achieved full functional independence (mRS < 2) in between trichotomized uWMH burden groups were calculated by pair-wise comparisons.Results: The expected WMH volume was estimated with respect to known VRFs. The uWMH burden was associated with a long-term functional outcome (β = 0.104, p < 0.01). Excessive uWMH burden significantly reduced the odds of achieving full functional independence after a stroke compared to the low and average uWMH burden [OR = 0.4, 95% CI: (0.25, 0.63), p < 0.01 and OR = 0.61, 95% CI: (0.42, 0.87), p < 0.01, respectively].Conclusion: The excessive amount of uWMH burden unaccounted for by the traditional VRF profile was associated with worse post-stroke functional outcomes. Further studies are needed to evaluate a lifetime brain injury reflected in WMH unrelated to the VRF profile of a patient as an important factor for stroke recovery and a plausible indicator of brain health.
Keywords
- white matter hyper intensity
- stroke
- brain health
- brain vulnerability
- post-stroke outcomes
- functional independence