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Haque ME, Boren SB, Mills J, Schneider KG, Parekh M, Fraser SM, Bach I, Hariharan P, Zelnick PJ, Guerra Castanon FS, Naveed A, Tariq M, Arevalo OD, Hasan KM, Escobar M, Zhao X, Sitton C, Narayana PA, Grotta JC, Aronowski J, Savitz SI. Dynamic Imaging of Blood Coagulation Within the Hematoma of Patients With Acute Hemorrhagic Stroke. Stroke 2024; 55:1015-1024. [PMID: 38275117 PMCID: PMC10962442 DOI: 10.1161/strokeaha.123.044343] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 12/12/2023] [Accepted: 01/03/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND The dynamics of blood clot (combination of Hb [hemoglobin], fibrin, and a higher concentration of aggregated red blood cells) formation within the hematoma of an intracerebral hemorrhage is not well understood. A quantitative neuroimaging method of localized coagulated blood volume/distribution within the hematoma might improve clinical decision-making. METHODS The deoxyhemoglobin of aggregated red blood cells within extravasated blood exhibits a higher magnetic susceptibility due to unpaired heme iron electrons. We propose that coagulated blood, with higher aggregated red blood cell content, will exhibit (1) a higher positive susceptibility than noncoagulated blood and (2) increase in fibrin polymerization-restricted localized diffusion, which can be measured noninvasively using quantitative susceptibility mapping and diffusion tensor imaging. In this serial magnetic resonance imaging study, we enrolled 24 patients with acute intracerebral hemorrhage between October 2021 to May 2022 at a stroke center. Patients were 30 to 70 years of age and had a hematoma volume >15 cm3 and National Institutes of Health Stroke Scale score >1. The patients underwent imaging 3×: within 12 to 24 (T1), 36 to 48 (T2), and 60 to 72 (T3) hours of last seen well on a 3T magnetic resonance imaging system. Three-dimensional anatomic, multigradient echo and 2-dimensional diffusion tensor images were obtained. Hematoma and edema volumes were calculated, and the distribution of coagulation was measured by dynamic changes in the susceptibilities and fractional anisotropy within the hematoma. RESULTS Using a coagulated blood phantom, we demonstrated a linear relationship between the percentage coagulation and susceptibility (R2=0.91) with a positive red blood cell stain of the clot. The quantitative susceptibility maps showed a significant increase in hematoma susceptibility (T1, 0.29±0.04 parts per millions; T2, 0.36±0.04 parts per millions; T3, 0.45±0.04 parts per millions; P<0.0001). A concomitant increase in fractional anisotropy was also observed with time (T1, 0.40±0.02; T2, 0.45±0.02; T3, 0.47±0.02; P<0.05). CONCLUSIONS This quantitative neuroimaging study of coagulation within the hematoma has the potential to improve patient management, such as safe resumption of anticoagulants, the need for reversal agents, the administration of alteplase to resolve the clot, and the need for surgery.
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Affiliation(s)
- Muhammad E. Haque
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Seth B. Boren
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - James Mills
- Department of Psychiatry, University of Iowa, Iowa City (J.M.)
| | - Kerry G. Schneider
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Maria Parekh
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Stuart M. Fraser
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Ivo Bach
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Praveen Hariharan
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Pamela J. Zelnick
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Felix S. Guerra Castanon
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Asim Naveed
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Muhammad Tariq
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Octavio D. Arevalo
- Department of Radiology, Louisiana State University, Shreveport (O.D.A.)
| | - Khader M. Hasan
- Department of Interventional Diagnostic Radiology (K.M.H., P.A.N., C.S.)
| | - Miguel Escobar
- McGovern Medical School, The University of Texas Health Science Center at Houston (M.E.)
| | - Xiurong Zhao
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Clark Sitton
- Department of Interventional Diagnostic Radiology (K.M.H., P.A.N., C.S.)
| | | | - James C. Grotta
- Stroke Research and Mobile Stroke Unit, Department of Neurology, Memorial Hermann Hospital, Houston, TX (J.C.G.)
| | - Jaroslaw Aronowski
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
| | - Sean I. Savitz
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology (M.E.H, S.B.B., K.G.S., M.P., S.M.F, I.B., P.H., P.J.Z., F.S.G.C., A.N., M.T., X.Z., J.A., S.I.S.)
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Boren SB, Savitz SI, Ellmore TM, Arevalo OD, Aronowski J, Silos C, George S, Haque ME. Longitudinal Resting-State Functional Magnetic Resonance Imaging Study: A Seed-Based Connectivity Biomarker in Patients with Ischemic and Intracerebral Hemorrhage Stroke. Brain Connect 2023; 13:498-507. [PMID: 36097789 DOI: 10.1089/brain.2022.0017] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objective: The primary aim of the research was to compare the impact of postischemic and hemorrhagic stroke on brain connectivity and recovery using resting-state functional magnetic resonance imaging. Methods and Procedures: We serially imaged 20 stroke patients, 10 with ischemic stroke (IS) and 10 with intracerebral hemorrhage (ICH), at 1, 3, and 12 months (1M, 3M, and 12M) after ictus. Data from 10 healthy volunteers were obtained from a publically available imaging data set. All functional and structural images underwent standard processing for brain extraction, realignment, serial registration, unwrapping, and denoising using SPM12. A seed-based group analysis using CONN software was used to evaluate the default mode network and the sensorimotor network connections by applying bivariate correlation and hemodynamic response function weighting. Results: In comparison with healthy controls, both IS and ICH exhibited disrupted interactions (decreased connectivity) between these two networks at 1M. Interactions then increased by 12M in each group. Temporally, each group exhibited a minimal increase in connectivity at 3M compared with 12M. Overall, the ICH patients exhibited a greater magnitude of connectivity disruption compared with IS patients, despite a significant intrasubject reduction in hematoma volume. We did not observe any significant correlation between change in connectivity and recovery as measured on the National Institutes of Health Stroke Scale (NIHSS) at any time point. Conclusions: These findings demonstrate that the largest changes in functional connectivity occur earlier (3M) rather than later (12M) and show subtle differences between IS and ICH during recovery and should be explored further in larger samples.
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Affiliation(s)
- Seth B Boren
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Sean I Savitz
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Timothy M Ellmore
- Department of Psychology, The City College of New York, New York, New York, USA
| | - Octavio D Arevalo
- Department of Radiology, Louisiana State University Health Science Center, Shreveport, Louisiana, USA
| | - Jaroslaw Aronowski
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Christin Silos
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Sarah George
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Muhammad E Haque
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas, USA
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Boren SB, Savitz SI, Gonzales N, Hasan K, Becerril-Gaitan A, Maroufy V, Li Y, Grotta J, Steven EA, Chen CJ, Sitton CW, Aronowski J, Haque ME. Longitudinal Morphometric Changes in the Corticospinal Tract Shape After Hemorrhagic Stroke. Transl Stroke Res 2023:10.1007/s12975-023-01168-y. [PMID: 37308620 DOI: 10.1007/s12975-023-01168-y] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/06/2023] [Accepted: 06/07/2023] [Indexed: 06/14/2023]
Abstract
Deep intracerebral hemorrhage (ICH) exerts a direct force on corticospinal tracts (CST) causing shape deformation. Using serial MRI, Generalized Procrustes Analysis (GPA), and Principal Components Analysis (PCA), we temporally evaluated the change in CST shape. Thirty-five deep ICH patients with ipsilesional-CST deformation were serially imaged on a 3T-MRI with a median imaging time of day-2 and 84 of onset. Anatomical and diffusion tensor images (DTI) were acquired. Using DTI color-coded maps, 15 landmarks were drawn on each CST and the centroids were computed in 3 dimensions. The contralesional-CST landmarks were used as a reference. The GPA outlined the shape coordinates and we superimposed the ipsilesional-CST shape at the two-time points. A multivariate PCA was applied to identify eigenvectors associated with the highest percentile of change. The first three principal components representing CST deformation along the left-right (PC1), anterior-posterior (PC2), and superior-inferior (PC3) respectively were responsible for 57.9% of shape variance. The PC1 (36.1%, p < 0.0001) and PC3 (9.58%, p < 0.01) showed a significant deformation between the two-time points. Compared to the contralesional-CST, the ipsilesional PC scores were significantly (p < 0.0001) different only at the first-timepoint. A significant positive association between the ipsilesional-CST deformation and hematoma volume was observed. We present a novel method to quantify CST deformation caused by ICH. Deformation most often occurs in left-right axis (PC1) and superior-inferior (PC3) directions. As compared to the reference, the significant temporal difference at the first time point suggests CST restoration over time.
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Affiliation(s)
- Seth B Boren
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA
| | - Sean I Savitz
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA
| | - Nicole Gonzales
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA
- Department of Neurology, Neurohospitalist and Stroke Section, University of Colorado School of Medicine, Aurora, USA
| | - Khader Hasan
- Department of Interventional Diagnostic Radiology, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - Andrea Becerril-Gaitan
- Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - Vahed Maroufy
- Department of Biostatistics and Data Science, School of Public Health, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - Yuan Li
- Department of Biostatistics and Data Science, School of Public Health, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - James Grotta
- Stroke Research and Mobile Stroke Unit, Department of Neurology, Memorial Hermann Hospital, Houston, USA
| | - Emily A Steven
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA
| | - Ching-Jen Chen
- Department of Neurosurgery, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - Clark W Sitton
- Department of Interventional Diagnostic Radiology, McGovern Medical School, The University of Texas Health Science Center, Houston, USA
| | - Jaroslaw Aronowski
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA
| | - Muhammad E Haque
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, 6431 Fannin Street, Houston, TX, 77030, USA.
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Haque ME, Boren SB, Arevalo OD, Gupta R, George S, Parekh MA, Zhao X, Aronowski J, Savitz SI. Longitudinal, Quantitative, Multimodal MRI Evaluation of Patients With Intracerebral Hemorrhage Over the First Year. Front Neurol 2021; 12:764718. [PMID: 34917017 PMCID: PMC8670985 DOI: 10.3389/fneur.2021.764718] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 11/01/2021] [Indexed: 11/13/2022] Open
Abstract
In most patients with intracerebral hemorrhage (ICH), the hematoma and perihematomal area decrease over the subsequent months but patients continue to exhibit neurological impairments. In this serial imaging study, we characterized microstructural and neurophysiological changes in the ICH-affected brain tissues and collected the National Institute of Health Stroke Scale (NIHSS) and modified Rankin Score (mRS), two clinical stroke scale scores. Twelve ICH patients were serially imaged on a 3T MRI at 1, 3, and 12 months (M) after injury. The hematoma and perihematomal volume masks were created and segmented using FLAIR imaging at 1 month which were applied to compute the susceptibilities (χ), fractional anisotropy (FA), mean diffusivity (MD), and cerebral blood flow (CBF) in the same tissues over time and in the matching contralesional tissues. At 3 M, there was a significant (p < 0.001) reduction in hematoma and perihematomal volumes. At 1 M, the χ, FA, and CBF were decreased in the perihematomal tissues as compared to the contralateral side, whereas MD increased. In the hematomal tissues, the χ increased whereas FA, MD, and CBF decreased as compared to the contralesional area at 1 M. Temporally, CBF in the hematoma and perihematomal tissues remained significantly (p < 0.05) lower compared with the contralesional areas whereas MD in the hematoma and χ in the perihematomal area increased. The NIHSS and mRS significantly correlated with hematoma and perihematomal volume but not with microstructural integrity. Our serial imaging studies provide new information on the long-term changes within the brain after ICH and our findings may have clinical significance that warrants future studies.
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Affiliation(s)
- Muhammad E Haque
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Seth B Boren
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Octavio D Arevalo
- Biostatistics, Epidemiology, and Research Design Component, Center for Clinical and Translational Sciences, Louisiana State University, Shreveport, LA, United States
| | - Reshmi Gupta
- Department of Radiology, McGovern Medical School, The University of Texas Health Science Center at Houston, Louisiana State University, Shreveport, LA, United States
| | - Sarah George
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Maria A Parekh
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Xiurong Zhao
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Jaraslow Aronowski
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
| | - Sean I Savitz
- Institute for Stroke and Cerebrovascular Diseases and Department of Neurology, Louisiana State University, Shreveport, LA, United States
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Rosenbaum-Halevi D, Parsha KN, George SD, Boren SB, Sitton CW, Aronowski J, Haque M, Asgarisabet P, Savitz SI. Abstract TP94: White Matter Tract Integrity After Vascular Insult: Longitudinal Analysis of Hemorrhagic vs Ischemic Lesions. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.tp94] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
White matter tract (WMT) injury occurs in patients with acute cerebrovascular disorders. In this study, we elucidate longitudinal differences in mechanism of injury and repair between ischemic stroke (ISC) and intracerebral hemorrhage (ICH).
Methods:
Twenty patients (10 ISC and ICH) were prospectively imaged at 1, 3, and 12 months of onset on a 3T MRI. 3D anatomical and DTI images were obtained and integrity of the corticospinal tract (CST) assessed at the ipsi and contralesional posterior limb of internal capsule (PLIC). Fractional anisotropy (FA), mean diffusivity (MD) and pixel volume were recorded. A linear regression model was applied for statistical analysis.
Results:
ISC group had 4 men, 6 women whereas ICH group had 7 men, 3 women, both with average age 52. Baseline NIHSS in ISC was 11 (IQR=4.5-20) and ICH 6 (IQR=2-13). All lesions were unilateral, hemispheric, completely subcortical or with a significant subcortical component. The average lesion and hematoma volume at 1 month was 37 and 39 cc in ISC and ICH, respectively. The MD in the PLIC of the ISC increased from 1 to 3m (P <0.05) then plateaued, whereas it decreased in ICH over the entire 12m (Fig 1A). The rFA showed a similar pattern of initial injury and then improvement over time in both ISC and ICH (Fig 1B). The ISC group showed 12% WM atrophy in the PLIC at 12m, wheras 13% expansion (P < 0.05) in ICH over this period, after an initial contraction of 14% at 1m (fig 1C-D). Structural changes of the PLIC correlated with changes in mRS/NIHSS (p<0.05).
Conclusions:
ISC and ICH display unique patterns of WMT changes over one year in which ICH injury reflects a compression of the CST that resolves over time, while in ISC our data show degeneration and microstructural injury. These changes reflect different mechanisms of injury and remodeling on a cellular level. A better understanding of these changes could improve recovery therapies. Larger studies are needed to better characterize long term WMT changes in IS and ICH.
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Affiliation(s)
| | | | | | | | | | | | | | - Parisa Asgarisabet
- Univ of Texas Health Science Cntr at Houston- Sch of Public Health, Houston, TX
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Haque ME, Hasan KM, George SD, Sitton CW, ArevaloEspejo OD, Boren SB, Alderman S, Vahidy F, Gabr R, Parsha KN, Rosenbaum DP, Zhang X, Jaroslaw A, Grotta J, Savitz SI. Abstract 9: Autologous Bone Marrow Cells Might Repair Corticospinal Tracts in Stroke Patients. Stroke 2020. [DOI: 10.1161/str.51.suppl_1.9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction:
Many cell-based therapies attenuate secondary degeneration after initial ischemic injury and enhance repair. We serially compared over time the integrity of the corticospinal tract (CST) in ischemic stroke (IS) patients treated with autologous bone marrow cells versus a prospectively collected, comparable stroke patient population not treated with cells (controls).
Methods:
We imaged 37 IS patients (17=treated, 20=control) at 1, 3, and 12 mo after stroke on a 3T MRI. A maximum of 10 million cells/kg were administered IV within 72 hrs of stroke. 3D anatomical and DTI images were obtained. CST integrity was assessed by relative (ipsilesional/contralesional) rFA in the rostral pons (RP). A mixed model was used for statistical analysis.
Results:
Infarct size of controls was 26.4 ±27 mL and the treated group was 64.7 ± 40.3 mL. The rFA in the rostral pons (RP) of controls decreased from 0.91 ± 0.1 to 0.86 ± 0.1 over 12 months. In the cell treated group, rFA in the RP decreased initially from 0.73 ±0.1 to 0.69 ±0.1 between 1 and 3 months but then increased to 0.76 ± 0.1 at 12 months. Qualitative and quantitative results are summarized (fig). The rFA in the RP was significantly correlated (p <0.05) to the mRS in the treated group.
Conclusion:
Despite smaller infarct size in controls, CST integrity continued to degenerate and showed no improvement by 12 months after stroke. In contrast, the cell treated patients with initial larger infarcts showed initial degeneration of the CST but then had improved CST integrity by 12 months after stroke. The temporal decrease in rFA in controls and increase in rFA in treated patients suggest a potential treatment effect from the cells. Although the results are generated from a non-randomized trial, the significant correlation between mRS and rFA suggests rFA could be used as a surrogate marker of treatment effect.
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Affiliation(s)
- Muhammad E Haque
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Khader M Hasan
- Diagnostic and Interventional Imaging, McGovern Med Sch, Houston, TX
| | - Sarah D George
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Clark W Sitton
- Diagnostic and Interventional Imaging, McGovern Med Sch, Houston, TX
| | | | - Seth B Boren
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Susan Alderman
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Farhaan Vahidy
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Refaat Gabr
- Diagnostic and Interventional Imaging, McGovern Med Sch, Houston, TX
| | - Kaushik N Parsha
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - David P Rosenbaum
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Xu Zhang
- Biostatistics/Epidemiology/Rsch Design Component, Cntr for Clinical and Translational Sciences, McGovern Med Sch, Houston, TX
| | - Aronowski Jaroslaw
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Jmaes Grotta
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
| | - Sean I Savitz
- Institute for Stroke and Cerebrovascular Disease, McGovern Med Sch, Houston, TX
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Haque ME, Gabr RE, George SD, Zhao X, Boren SB, Zhang X, Ting SM, Sun G, Hasan KM, Savitz S, Aronowski J. Serial Metabolic Evaluation of Perihematomal Tissues in the Intracerebral Hemorrhage Pig Model. Front Neurosci 2019; 13:888. [PMID: 31496934 PMCID: PMC6712426 DOI: 10.3389/fnins.2019.00888] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 08/07/2019] [Indexed: 12/18/2022] Open
Abstract
Purpose Perihematomal edema (PHE) occurs in patients with intracerebral hemorrhage (ICH) and is often used as surrogate of secondary brain injury. PHE resolves over time, but little is known about the functional integrity of the tissues that recover from edema. In a pig ICH model, we aimed to assess metabolic integrity of perihematoma tissues by using non-invasive magnetic resonance spectroscopy (MRS). Materials and Methods Fourteen male Yorkshire pigs with an average age of 8 weeks were intracerebrally injected with autologous blood to produce ICH. Proton MRS data were obtained at 1, 7, and 14 days after ICH using a whole-body 3.0T MRI system. Point-resolved spectroscopy (PRESS)-localized 2D chemical shift imaging (CSI) was acquired. The concentration of N-Acetylaspartate (NAA), Choline (Cho), and Creatine (Cr) were measured within the area of PHE, tissues adjacent to the injury with no or negligible edema (ATNE), and contralesional brain tissue. A linear mixed model was used to analyze the evolution of metabolites in perihematomal tissues, with p-value < 0.05 indicating statistical significance. Results The perihematoma volume gradually decreased from 2.38 ± 1.23 ml to 0.41 ± 0.780 ml (p < 0.001) over 2 weeks. Significant (p < 0.001) reductions in NAA, Cr, and Cho concentrations were found in the PHE and ATNE regions compared to the contralesional hemisphere at day 1 and 7 after ICH. All three metabolites were significantly (p < 0.001) restored in the PHE tissue on day 14, but remained persistently low in the ATNE area, and unaltered in the contralesional voxel. Conclusion This study highlights the potential of MRS to probe salvageable tissues within the perihematoma in the sub-acute phase of ICH. Altered metabolites within the PHE and ATNE regions in addition to edema and hematoma volumes were explored as possible markers for tissue recovery. Perihematomal tissue with PHE demonstrated a more reversible injury compared to the tissue adjacent to the injury without edema, suggesting a potentially beneficial role of edema.
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Affiliation(s)
- Muhammad E Haque
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Refaat E Gabr
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sarah D George
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Xiurong Zhao
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Seth B Boren
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Xu Zhang
- Biostatistics, Epidemiology, and Research Design Component, Center for Clinical and Translational Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Shun-Ming Ting
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Gunghua Sun
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Khader M Hasan
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sean Savitz
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Jaroslaw Aronowski
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
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Haque ME, Gabr RE, George SD, Boren SB, Vahidy FS, Zhang X, Arevalo OD, Alderman S, Narayana PA, Hasan KM, Friedman ER, Sitton CW, Savitz SI. Serial Cerebral Metabolic Changes in Patients With Ischemic Stroke Treated With Autologous Bone Marrow Derived Mononuclear Cells. Front Neurol 2019; 10:141. [PMID: 30858820 PMCID: PMC6397870 DOI: 10.3389/fneur.2019.00141] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Accepted: 02/04/2019] [Indexed: 12/13/2022] Open
Abstract
Purpose: Cell-based therapy offers new opportunities for the development of novel treatments to promote tissue repair, functional restoration, and cerebral metabolic balance. N-acetylasperate (NAA), Choline (Cho), and Creatine (Cr) are three major metabolites seen on proton magnetic resonance spectroscopy (MRS) that play a vital role in balancing the biochemical processes and are suggested as markers of recovery. In this preliminary study, we serially monitored changes in these metabolites in ischemic stroke patients who were treated with autologous bone marrow-derived mononuclear cells (MNCs) using non-invasive MRS. Materials and Methods: A sub-group of nine patients (3 male, 6 female) participated in a serial MRS study, as part of a clinical trial on autologous bone marrow cell therapy in acute ischemic stroke. Seven to ten million mononuclear cells were isolated from the patient's bone marrow and administered intravenously within 72 h of onset of injury. MRS data were obtained at 1, 3, and 6 months using a whole-body 3.0T MRI. Single voxel point-resolved spectroscopy (PRESS) was obtained within the lesion and contralesional gray matter. Spectral analysis was done using TARQUIN software and absolute concentration of NAA, Cho, and Cr was determined. National Institute of Health Stroke Scale (NIHSS) was serially recoreded. Two-way analysis of variance was performed and p < 0.05 considered statistically significant. Results: All metabolites showed statistically significant or clear trends toward lower ipsilesional concentrations compared to the contralesional side at all time points. Statistically significant reductions were found in ipsilesional NAA at 1M and 3M, Cho at 6M, and Cr at 1M and 6M (p < 0.03), compared to the contralesional side. Temporally, ipsilesional NAA increased between 3M and 6M (p < 0.01). On the other hand, ipsilesional Cho showed continued decline till 6M (p < 0.01). Ipsilesional Cr was stable over time. Contralesional metabolites were relatively stable over time, with only Cr showing a reduction 3M (p < 0.02). There was a significant (p < 0.03) correlation between ipsilesional NAA and NIHSS at 3M follow-up. Conclusion: Serial changes in metabolites suggest that MRS can be applied to monitor therapeutic changes. Post-treatment increasing trends of NAA concentration and significant correlation with NIHSS support a potential therapeutic effect.
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Affiliation(s)
- Muhammad E Haque
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Refaat E Gabr
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sarah D George
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Seth B Boren
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Farhaan S Vahidy
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Xu Zhang
- Biostatistics, Epidemiology, Research Design Component, Center for Clinical and Translational Sciences, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Octavio D Arevalo
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Susan Alderman
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Ponnada A Narayana
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Khader M Hasan
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Elliott R Friedman
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Clark W Sitton
- Diagnostic and Interventional Imaging, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Sean I Savitz
- Institute for Stroke and Cerebrovascular Diseases, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX, United States
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