1
|
Li W, Li C, Liu A, Lin PJ, Mo L, Zhao H, Xu Q, Meng X, Ji L. Lesion-specific cortical activation following sensory stimulation in patients with subacute stroke. J Neuroeng Rehabil 2023; 20:155. [PMID: 37957755 PMCID: PMC10644526 DOI: 10.1186/s12984-023-01276-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 11/01/2023] [Indexed: 11/15/2023] Open
Abstract
BACKGROUND Sensory stimulation can play a fundamental role in the activation of the primary sensorimotor cortex (S1-M1), which can promote motor learning and M1 plasticity in stroke patients. However, studies have focused mainly on investigating the influence of brain lesion profiles on the activation patterns of S1-M1 during motor tasks instead of sensory tasks. Therefore, the objective of this study is to explore the lesion-specific activation patterns due to different brain lesion profiles and types during focal vibration (FV). METHODS In total 52 subacute stroke patients were recruited in this clinical experiment, including patients with basal ganglia hemorrhage/ischemia, brainstem ischemia, other subcortical ischemia, cortical ischemia, and mixed cortical-subcortical ischemia. Electroencephalograms (EEG) were recorded following a resting state lasting for 4 min and three sessions of FV. FV was applied over the muscle belly of the affected limb's biceps for 3 min each session. Beta motor-related EEG power desynchronization overlying S1-M1 was used to indicate the activation of S1-M1, while the laterality coefficient (LC) of the activation of S1-M1 was used to assess the interhemispheric asymmetry of brain activation. RESULTS (1) Regarding brain lesion profiles, FV could lead to the significant activation of bilateral S1-M1 in patients with basal ganglia ischemia and other subcortical ischemia. The activation of ipsilesional S1-M1 in patients with brainstem ischemia was higher than that in patients with cortical ischemia. No activation of S1-M1 was observed in patients with lesions involving cortical regions. (2) Regarding brain lesion types, FV could induce the activation of bilateral S1-M1 in patients with basal ganglia hemorrhage, which was significantly higher than that in patients with basal ganglia ischemia. Additionally, LC showed no significant correlation with the modified Barthel index (MBI) in all patients, but a positive correlation with MBI in patients with basal ganglia lesions. CONCLUSIONS These results reveal that sensory stimulation can induce lesion-specific activation patterns of S1-M1. This indicates FV could be applied in a personalized manner based on the lesion-specific activation of S1-M1 in stroke patients with different lesion profiles and types. Our study may contribute to a better understanding of the underlying mechanisms of cortical reorganization.
Collapse
Affiliation(s)
- Wei Li
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China
- State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
| | - Chong Li
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China.
- School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China.
- Medical Research Center, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.
| | - Aixian Liu
- Neurological Rehabilitation Center, Beijing Rehabilitation Hospital Affiliated to Capital Medical University, Beijing, China
| | - Ping-Ju Lin
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China
| | - Linhong Mo
- Neurological Rehabilitation Center, Beijing Rehabilitation Hospital Affiliated to Capital Medical University, Beijing, China
| | - Hongliang Zhao
- Department of Radiology, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
| | - Quan Xu
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China.
- Department of Rehabilitation Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.
| | - Xiangzun Meng
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China
| | - Linhong Ji
- Division of Intelligent and Biomechanical System, Department of Mechanical Engineering, Tsinghua University, Haidian, Beijing, China
| |
Collapse
|
2
|
Jones LM, Ginier E, Debbs J, Eaton JL, Renner C, Hawkins J, Rios-Spicer R, Tang E, Schertzing C, Giordani B. Exploring Representation of Diverse Samples in fMRI Studies Conducted in Patients With Cardiac-Related Chronic Illness: A Focused Systematic Review. Front Hum Neurosci 2020; 14:108. [PMID: 32477079 PMCID: PMC7240043 DOI: 10.3389/fnhum.2020.00108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 03/11/2020] [Indexed: 01/14/2023] Open
Abstract
Introduction/Purpose: Cardiovascular disease (CVD) is the leading cause of death worldwide, and in the United States alone, CVD causes nearly 840,000 deaths annually. Using functional magnetic resonance imaging (fMRI), a tool to assess brain activity, researchers have identified some brain-behavior connections and predicted several self-management behaviors. The purpose of this study was to examine the sample characteristics of individuals with CVD who participated in fMRI studies. Methods: A literature search was conducted in PubMed, CINAHL, and Scopus. No date or language restrictions were applied and research methodology filters were used. In October 2017, 1659 titles and abstracts were identified. Inclusion criteria were: (1) utilized an empirical study design, (2) used fMRI to assess brain activity, and (3) focused on patients with CVD-related chronic illness. Articles were excluded if they: were theory or opinion articles, focused on mental or neuropathic illness, included non-human samples, or were not written in English. After duplicates were removed (230), 1,429 titles and abstracts were reviewed based on inclusion criteria; 1,243 abstracts were then excluded. A total of 186 studies were reviewed in their entirety; after additional review, 142 were further excluded for not meeting the inclusion criteria. Forty-four articles met criteria and were included in the final review. An evidence table was created to capture the demographics of each study sample. Results: Ninety eight percent of the studies did not report the racial or ethnic composition of their sample. Most studies (66%) contained more men than women. Mean age ranged from 38 to 78 years; 77% reported mean age ≥50 years. The most frequently studied CVD was stroke (86%), while hypertension was studied the least (2%). Conclusion: Understanding brain-behavior relationships can help researchers and practitioners tailor interventions to meet specific patient needs. These findings suggest that additional studies are needed that focus on populations historically underrepresented in fMRI research. Researchers should thoughtfully consider diversity and purposefully sample groups by including individuals that are: women, from diverse backgrounds, younger, and diagnosed with a variety of CVD-related illnesses. Identifying and addressing these gaps by studying more representative samples will help healthcare providers reduce disparities and tailor interventions for all CVD populations.
Collapse
Affiliation(s)
- Lenette M. Jones
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Emily Ginier
- Taubman Health Sciences Library, University of Michigan, Ann Arbor, MI, United States
| | - Joseph Debbs
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Jarrod L. Eaton
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Catherine Renner
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Jaclynn Hawkins
- School of Social Work, University of Michigan, Ann Arbor, MI, United States
| | | | - Emily Tang
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | | | - Bruno Giordani
- Psychiatry, Neurology, Psychology, and Nursing, University of Michigan, Ann Arbor, MI, United States
| |
Collapse
|
10
|
Loh Y, Towfighi A, Liebeskind DS, MacArthur DL, Vespa P, Gonzalez NR, Tateshima S, Starkman S, Saver JL, Shi ZS, Jahan R, Viñuela F, Duckwiler GR. Basal Ganglionic Infarction Before Mechanical Thrombectomy Predicts Poor Outcome. Stroke 2009; 40:3315-20. [PMID: 19661477 DOI: 10.1161/strokeaha.109.551705] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background and Purpose—
Use of mechanical thrombectomy for acute cerebrovascular occlusions is increasing. Preintervention MRI patterns may be helpful in predicting prognosis.
Methods—
We reviewed all Merci thrombectomy cases of either terminal ICA or M1 occlusions and classified them according to diffusion MRI patterns of (1) completed basal ganglia infarct (pure M1a), (2) near-completed basal ganglia infarct (incomplete M1a), and (3) relative sparing of deep MCA field (M1b). We compared the M1a and M1b patients with respect to neurological deficit on presentation, recanalization rates, hospital length of stay, and disability on discharge. We also determined whether deep MCA compromise predicted hematomal hemorrhagic transformation (HT) and whether this correlated with worse clinical outcome at discharge.
Results—
The M1a group had worse pre-Merci NIHSS (21 versus 14,
P
=0.004), worse discharge NIHSS (12 versus 4,
P
<0.001), longer hospital length of stay (11.5 versus 6.4 days,
P
=0.003), and higher rates of discharge mRS ≥3 (OR 8.4, 95% CI 2.1 to 44.7) despite equivalent recanalization rates when compared to the M1b group. The M1a group had a higher rate of parenchymal hematomal HT (OR 6.7, 95% CI 1.02 to 183.3). Patients with such hematomal HT had higher rates of death or dependency discharge (100% versus 60%, OR=infinite).
Conclusions—
Among patients with ICA and M1 occlusions, preintervention diffusion MRI evidence of advanced injury in the basal ganglia bodes worse dysfunction and disability at discharge, longer hospital stays, and higher rates of hemorrhage after intervention when compared to other diffusion patterns.
Collapse
Affiliation(s)
- Yince Loh
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Amytis Towfighi
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - David S. Liebeskind
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - David L. MacArthur
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Paul Vespa
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Nestor R. Gonzalez
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Satoshi Tateshima
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Sidney Starkman
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Jeffrey L. Saver
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Zhong-Song Shi
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Reza Jahan
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Fernando Viñuela
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| | - Gary R. Duckwiler
- From the Divisions of Neurosurgery (Y.L., D.L.M., P.V., N.R.G.) and Interventional Neuroradiology (Y.L., N.R.G., S.T., Z.-S.S., R.J., F.V., G.R.D.) and the Department of Neurology (D.S.L., S.S., J.L.S.), David Geffen School of Medicine at UCLA, Los Angeles, Calif; the Department of Neurology (A.T.), USC Comprehensive Stroke Center, Keck School of Medicine at USC, Heath Care Consultation Center II, Los Angeles, Calif; and the Neurovascular Service, Department of Medicine (Y.L.), Madigan Army Medical
| |
Collapse
|