Volume 97, Issue 4 pp. 709-719
Research Article

Association that Neuroimaging and Clinical Measures Have with Change in Arm Impairment in a Phase 3 Stroke Recovery Trial

Anne Schwarz PhD

Anne Schwarz PhD

Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, CA

Department of Neurology, California Rehabilitation Institute, Los Angeles, CA

Search for more papers by this author
Marc Feldman BS

Marc Feldman BS

Department of Neurology, California Rehabilitation Institute, Los Angeles, CA

Search for more papers by this author
Vu Le MS

Vu Le MS

Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, CA

Search for more papers by this author
Jesse Dawson MD

Jesse Dawson MD

Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom

Search for more papers by this author
Charles Y. Liu MD, PhD

Charles Y. Liu MD, PhD

USC Neurorestoration Center and Department of Neurological Surgery, USC Keck School of Medicine, Los Angeles, CA

Department of Neurological Surgery, Rancho Los Amigos National Rehabilitation Center, Downey, CA

Search for more papers by this author
Gerard E. Francisco MD

Gerard E. Francisco MD

Department of Physical Medicine and Rehabilitation, The University of Texas Health Science Center McGovern Medical School, Houston, TX

Department of Physical Medicine and Rehabilitation, The Institute for Rehabilitation and Research (TIRR) Memorial Hermann Hospital, Houston, TX

Search for more papers by this author
Steven L. Wolf PhD, PT

Steven L. Wolf PhD, PT

Department of Rehabilitation Medicine, Division of Physical Therapy, Emory University School of Medicine, Atlanta, GA

Search for more papers by this author
Anand Dixit MD

Anand Dixit MD

Stroke Service, The Newcastle Upon Tyne Hospitals National Health Service Foundation Trust, Newcastle, United Kingdom

Search for more papers by this author
Jen Alexander MSc

Jen Alexander MSc

Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom

Search for more papers by this author
Rushna Ali MD

Rushna Ali MD

Department of Neurosurgery, Mayo Clinic, Rochester, MN

Search for more papers by this author
Benjamin L. Brown MD

Benjamin L. Brown MD

Department of Neurosurgery, Ochsner Health, Covington, LA

Search for more papers by this author
Wuwei Feng MD

Wuwei Feng MD

Department of Neurology, Duke University School of Medicine, Durham, NC

Search for more papers by this author
Louis DeMark DPT

Louis DeMark DPT

Department of Physical Therapy, Brooks Rehabilitation, Jacksonville, FL

Search for more papers by this author
Leigh R. Hochberg MD, PhD

Leigh R. Hochberg MD, PhD

Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital, Harvard Medical School, Boston, MA

School of Engineering and Carney Institute for Brain Science, Brown University, Providence, RI

VA RR&D Center for Neurorestoration and Neurotechnology, VA Medical Center, Providence, RI

Search for more papers by this author
Steven A. Kautz PhD

Steven A. Kautz PhD

Department of Rehabilitation, Ralph H Johnson VA Medical Center, Charleston, SC

Department of Health Sciences and Research, Medical University of South Carolina, Charleston, SC

Search for more papers by this author
Arshad Majid MD

Arshad Majid MD

Sheffield Institute for Neurological Sciences (SITraN), University of Sheffield, Sheffield, United Kingdom

Department of Neurological Sciences, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, United Kingdom

Search for more papers by this author
Michael W. O'Dell MD

Michael W. O'Dell MD

Department of Rehabilitation Medicine, Weill Cornell Medicine, New York City, NY

Search for more papers by this author
Jessica Redgrave MD

Jessica Redgrave MD

Sheffield Institute for Neurological Sciences (SITraN), University of Sheffield, Sheffield, United Kingdom

Department of Neurological Sciences, Sheffield Teaching Hospitals National Health Service Foundation Trust, Sheffield, United Kingdom

Search for more papers by this author
Duncan L. Turner PhD, BSc

Duncan L. Turner PhD, BSc

School of Health, Sport and Bioscience, University of East London, London, United Kingdom

Search for more papers by this author
Teresa J. Kimberley PT, PhD

Teresa J. Kimberley PT, PhD

Department of Physical Therapy, MGH Institute of Health Professions, Boston, MA

Search for more papers by this author
Steven C. Cramer MD

Corresponding Author

Steven C. Cramer MD

Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, CA

Department of Neurology, California Rehabilitation Institute, Los Angeles, CA

Address correspondence to Dr Steven C. Cramer, Department of Neurology, David Geffen School of Medicine at UCLA 710 Westwood Plaza, Reed C239, Los Angeles, CA 90095-1769. E-mail: [email protected]

Search for more papers by this author
First published: 16 December 2024
Citations: 1

Abstract

Objective

Vagus nerve stimulation (VNS) paired with rehabilitation therapy improved motor status compared to rehabilitation alone in the phase III VNS-REHAB stroke trial, but treatment response was variable and not associated with any clinical measures acquired at baseline, such as age or side of paresis. We hypothesized that neuroimaging measures would be associated with treatment-related gains, examining performance of regional injury measures versus global brain health measures in parallel with clinical measures.

Methods

Baseline magnetic resonance imaging (MRI) scans in the VNS-REHAB trial were used to derive regional injury measures (extent of injury to corticospinal tract, the primary regional measure; plus extent of injury to precentral gyrus and postcentral gyrus; lesion volume; and lesion topography) and global brain health measures (degree of white matter hyperintensities, the primary global brain measure; plus volumes of cerebrospinal fluid, cortical gray matter, white matter, each thalamus, and total brain). Eight clinical measures assessed at baseline were also evaluated (treatment group, age, race, gender, paretic side, pre-stroke dominant hand, time since stroke, and baseline Fugl-Meyer upper extremity score). Bivariate analyses compared each measure with the primary trial end point (change in Fugl-Meyer upper extremity score from baseline to end of 6 weeks of treatment) across all subjects, with secondary analyses examining trial groups separately.

Results

MRIs were available from 80 patients (age = 59.8 ± 9.5 years, 29 women). Across all patients, less white matter hyperintensities (r = −0.25, p = 0.028) at baseline was associated with larger Fugl-Meyer score change. In the VNS group, less white matter hyperintensities (r = −0.37, p = 0.018) and larger ipsilesional thalamus volume (r = 0.33, p = 0.046) were each associated with larger Fugl-Meyer score change. Analysis of covariance (ANCOVA) analyses tested the interaction that each baseline measure had with treatment group and found that the model examining white matter hyperintensities had a significant interaction term, indicating 2.3 less change in Fugl-Meyer Upper Extremity (FM-UE) points in the VNS group relative to the control group for each point increase in modified Fazekas scale.

Interpretation

Neuroimaging measures are associated with extent of gains on the primary endpoint of a phase III stroke recovery trial. Among the neuroimaging measures examined, a measure of global brain health (extent of white matter hyperintensities) was better at explaining the change in arm impairment as compared with measures of regional injury; this was true when examining all study subjects as well as only those in the VNS group and is consistent with the global mechanism of action that VNS has throughout the cerebrum. Future studies can evaluate additional measures that further predict response to VNS therapy. The current findings suggest that individual patient neuroimaging results may be useful for a personalized medicine approach to stroke recovery therapeutics. ANN NEUROL 2025;97:709–719

Potential Conflicts of Interest

S.C.C. and T.J.K. have each served as a consultant for MicroTransponder. G.E.F. has received research grants and consulting honorarium from MicroTransponder. The remaining authors declare no competing interests.

Data Availability

De-identified data will be shared with qualified investigators upon written request to Dr. Cramer.

The full text of this article hosted at iucr.org is unavailable due to technical difficulties.

click me