16 results on '"Zack Nigogosyan"'
Search Results
2. Safety, tolerability, and effectiveness of the sodium-glucose cotransporter 2 inhibitor (SGLT2i) dapagliflozin in combination with standard chemotherapy for patients with advanced, inoperable pancreatic adenocarcinoma: a phase 1b observational study
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Lauren K. Park, Kian-Huat Lim, Jonas Volkman, Mina Abdiannia, Hannah Johnston, Zack Nigogosyan, Marilyn J. Siegel, Janet B. McGill, Alexis M. McKee, Maamoun Salam, Rong M. Zhang, Da Ma, Karteek Popuri, Vincent Tze Yang Chow, Mirza Faisal Beg, William G. Hawkins, Linda R. Peterson, and Joseph E. Ippolito
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Pancreatic ductal adenocarcinoma ,Safety ,Efficacy ,Sodium-glucose cotransporter-2 inhibitor ,SGLT2 ,Dapagliflozin ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy. Thus, there is an urgent need for safe and effective novel therapies. PDAC’s excessive reliance on glucose metabolism for its metabolic needs provides a target for metabolic therapy. Preclinical PDAC models have demonstrated that targeting the sodium-glucose co-transporter-2 (SGLT2) with dapagliflozin may be a novel strategy. Whether dapagliflozin is safe and efficacious in humans with PDAC is unclear. Methods We performed a phase 1b observational study (ClinicalTrials.gov ID NCT04542291; registered 09/09/2020) to test the safety and tolerability of dapagliflozin (5 mg p.o./day × 2 weeks escalated to 10 mg p.o./day × 6 weeks) added to standard Gemcitabine and nab-Paclitaxel (GnP) chemotherapy in patients with locally advanced and/or metastatic PDAC. Markers of efficacy including Response Evaluation Criteria in Solid Tumors (RECIST 1.1) response, CT-based volumetric body composition measurements, and plasma chemistries for measuring metabolism and tumor burden were also analyzed. Results Of 23 patients who were screened, 15 enrolled. One expired (due to complications from underlying disease), 2 dropped out (did not tolerate GnP chemotherapy) during the first 4 weeks, and 12 completed. There were no unexpected or serious adverse events with dapagliflozin. One patient was told to discontinue dapagliflozin after 6 weeks due to elevated ketones, although there were no clinical signs of ketoacidosis. Dapagliflozin compliance was 99.4%. Plasma glucagon increased significantly. Although abdominal muscle and fat volumes decreased; increased muscle-to-fat ratio correlated with better therapeutic response. After 8 weeks of treatment in the study, partial response (PR) to therapy was seen in 2 patients, stable disease (SD) in 9 patients, and progressive disease (PD) in 1 patient. After dapagliflozin discontinuation (and chemotherapy continuation), an additional 7 patients developed the progressive disease in the subsequent scans measured by increased lesion size as well as the development of new lesions. Quantitative imaging assessment was supported by plasma CA19-9 tumor marker measurements. Conclusions Dapagliflozin is well-tolerated and was associated with high compliance in patients with advanced, inoperable PDAC. Overall favorable changes in tumor response and plasma biomarkers suggest it may have efficacy against PDAC, warranting further investigation.
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- 2023
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3. Pancreatic tail cancer in the setting of pancreatitis with a review of the literature: A case report
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Shinji Rho, Sooyoung Martin, Zack Nigogosyan, Vladimir Kushnir, Aaron J. Mintz, and Zishuo Ian Hu
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chronic pancreatitis ,imaging ,pancreatic ductal adenocarcinoma ,pancreatic neoplasm ,Medicine ,Medicine (General) ,R5-920 - Abstract
Key Clinical Message Environmental risk factors for pancreatic cancer include acute and chronic pancreatitis, obesity, and tobacco use. Differentiating a pancreatic neoplasm in a patient with pancreatitis can be challenging due to their similar presentations. A 57‐year‐old African American man with a history of congestive heart failure, pancreatitis, and incomplete pancreas divisum presented with an epigastric abdominal pain that radiated to his back. Imaging showed necrotizing pancreatitis, a developing splenic infarct, and a mass at the pancreas tail. The patient was discharged with pain medications and was recommended follow‐up imaging after resolution of his pancreatitis. He was readmitted to the emergency department 2 weeks later with recurrent acute abdominal pain. Computed tomography scan of abdomen and pelvis followed by magnetic resonance imaging and endoscopic ultrasound revealed an infiltrative pancreatic tail mass. Biopsy of the mass confirmed a locally advanced pancreatic tail adenocarcinoma. Chronic pancreatitis is associated with pancreatic cancer. Practitioners should be aware of the co‐existence of chronic pancreatitis and pancreatic cancer, and the initial steps to evaluate a malignancy in chronic pancreatitis.
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- 2023
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4. Ipsilesional Mu Rhythm Desynchronization and Changes in Motor Behavior Following Post Stroke BCI Intervention for Motor Rehabilitation
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Alexander B. Remsik, Leroy Williams, Klevest Gjini, Keith Dodd, Jaclyn Thoma, Tyler Jacobson, Matt Walczak, Matthew McMillan, Shruti Rajan, Brittany M. Young, Zack Nigogosyan, Hemali Advani, Rosaleena Mohanty, Neelima Tellapragada, Janerra Allen, Mohsen Mazrooyisebdani, Leo M. Walton, Peter L. E. van Kan, Theresa J. Kang, Justin A. Sattin, Veena A. Nair, Dorothy Farrar Edwards, Justin C. Williams, and Vivek Prabhakaran
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brain–computer interface ,hemiparesis ,r-squared ,coherence ,chronic ,acute ,neuroplasticity ,homunculus ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Loss of motor function is a common deficit following stroke insult and often manifests as persistent upper extremity (UE) disability which can affect a survivor’s ability to participate in activities of daily living. Recent research suggests the use of brain–computer interface (BCI) devices might improve UE function in stroke survivors at various times since stroke. This randomized crossover-controlled trial examines whether intervention with this BCI device design attenuates the effects of hemiparesis, encourages reorganization of motor related brain signals (EEG measured sensorimotor rhythm desynchronization), and improves movement, as measured by the Action Research Arm Test (ARAT). A sample of 21 stroke survivors, presenting with varied times since stroke and levels of UE impairment, received a maximum of 18–30 h of intervention with a novel electroencephalogram-based BCI-driven functional electrical stimulator (EEG-BCI-FES) device. Driven by spectral power recordings from contralateral EEG electrodes during cued attempted grasping of the hand, the user’s input to the EEG-BCI-FES device modulates horizontal movement of a virtual cursor and also facilitates concurrent stimulation of the impaired UE. Outcome measures of function and capacity were assessed at baseline, mid-therapy, and at completion of therapy while EEG was recorded only during intervention sessions. A significant increase in r-squared values [reflecting Mu rhythm (8–12 Hz) desynchronization as the result of attempted movements of the impaired hand] presented post-therapy compared to baseline. These findings suggest that intervention corresponds with greater desynchronization of Mu rhythm in the ipsilesional hemisphere during attempted movements of the impaired hand and this change is related to changes in behavior as a result of the intervention. BCI intervention may be an effective way of addressing the recovery of a stroke impaired UE and studying neuromechanical coupling with motor outputs.Clinical Trial Registration:ClinicalTrials.gov, identifier NCT02098265.
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- 2019
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5. Behavioral Outcomes Following Brain–Computer Interface Intervention for Upper Extremity Rehabilitation in Stroke: A Randomized Controlled Trial
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Alexander B. Remsik, Keith Dodd, Leroy Williams, Jaclyn Thoma, Tyler Jacobson, Janerra D. Allen, Hemali Advani, Rosaleena Mohanty, Matt McMillan, Shruti Rajan, Matt Walczak, Brittany M. Young, Zack Nigogosyan, Cameron A. Rivera, Mohsen Mazrooyisebdani, Neelima Tellapragada, Leo M. Walton, Klevest Gjini, Peter L.E. van Kan, Theresa J. Kang, Justin A. Sattin, Veena A. Nair, Dorothy Farrar Edwards, Justin C. Williams, and Vivek Prabhakaran
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brain–computer interface (BCI) ,stroke ,recovery ,rehabilitation ,motor function ,hemiparesis ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Stroke is a leading cause of persistent upper extremity (UE) motor disability in adults. Brain–computer interface (BCI) intervention has demonstrated potential as a motor rehabilitation strategy for stroke survivors. This sub-analysis of ongoing clinical trial (NCT02098265) examines rehabilitative efficacy of this BCI design and seeks to identify stroke participant characteristics associated with behavioral improvement. Stroke participants (n = 21) with UE impairment were assessed using Action Research Arm Test (ARAT) and measures of function. Nine participants completed three assessments during the experimental BCI intervention period and at 1-month follow-up. Twelve other participants first completed three assessments over a parallel time-matched control period and then crossed over into the BCI intervention condition 1-month later. Participants who realized positive change (≥1 point) in total ARAT performance of the stroke affected UE between the first and third assessments of the intervention period were dichotomized as “responders” (
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- 2018
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6. Prostate MRI in Stereotactic Body Radiation Treatment Planning and Delivery for Localized Prostate Cancer
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Zack Nigogosyan, Joseph E. Ippolito, Sean P. Collins, and Edina C. Wang
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Male ,Prostate ,Humans ,Prostatic Neoplasms ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Prostate-Specific Antigen ,Magnetic Resonance Imaging - Abstract
Prostate MRI is increasingly being used to make diagnoses and guide management for patients receiving definitive radiation treatment for prostate cancer. Radiologists should be familiar with the potential uses of prostate MRI in radiation therapy planning and delivery. Radiation therapy is an established option for the definitive treatment of localized prostate cancer. Stereotactic body radiation therapy (SBRT) is an external-beam radiation therapy method used to deliver a high dose of radiation to an extracranial target in the body, often in five or fewer fractions. SBRT is increasingly being used for prostate cancer treatment and has been recognized by the National Comprehensive Cancer Network as an acceptable definitive treatment regimen for low-, intermediate-, and high-risk prostate cancer. MRI is commonly used to aid in prostate radiation therapy. The authors review the uses of prostate MRI in SBRT treatment planning and delivery. Specific topics discussed include the use of prostate MRI for identification of and dose reduction to the membranous and prostatic urethra, which can decrease the risk of acute and late toxicities. MRI is also useful for identification and appropriate dose coverage of the prostate apex and areas of extraprostatic extension or seminal vesicle invasion. In prospective studies, prostate MRI is being validated for identification of and dose intensification to dominant intraprostatic lesions, which potentially can improve oncologic outcomes. It also can be used to evaluate the placement of fiducial markers and hydrogel spacers for radiation therapy planning and delivery.
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- 2022
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7. Factors associated with lack of care engagement among older, rural-dwelling adults living with HIV in the United States
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Andrew E. Petroll, Katherine G. Quinn, Steven A. John, Zack Nigogosyan, and Jennifer L. Walsh
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Public Health, Environmental and Occupational Health - Abstract
Most people living with HIV (PLH) in the United States are over age 50 and this sector of PLH continues to grow. Aging with HIV can be challenging due to comorbid medical conditions, mental health disorders, substance use, and lack of social and practical support. Additional challenges are faced by older PLH living in the rural United States, such as longer distances to health care, concerns over privacy and stigma, and social isolation. PLH in rural areas have higher mortality rates than urban PLH. We aimed to understand factors associated with HIV care engagement and quality of life in rural US adults over age 50.We conducted a cross-sectional study to evaluate the association between patient-level factors and a combined outcome variable encompassing multiple aspects of care engagement.Either online or on paper, 446 participants completed our survey. One-third of the participants (33%) were from the southern United States; one-third were women; one-third were non-White; and 24% completed the survey on paper. In multiple regression analysis, lower income, residing in the southern United States, lacking internet access at home, not having an HIV specialist provider, higher levels of stress, living alone, and longer distance to an HIV provider were all associated with lower engagement in HIV care.Our findings demonstrated multiple potential options for interventions that could improve care engagement, such as providing and enhancing access to technology for health care engagement and remotely delivering social support and mental health services. Research on such potential interventions is needed for older, rural PLH.
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- 2022
8. Stigma, isolation and depression among older adults living with HIV in rural areas
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Molly Murphy, Zack Nigogosyan, Katherine Quinn, and Andrew E. Petroll
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Gerontology ,Health (social science) ,Social Psychology ,media_common.quotation_subject ,Population ,Stigma (botany) ,Shame ,03 medical and health sciences ,Social support ,0302 clinical medicine ,Arts and Humanities (miscellaneous) ,medicine ,030212 general & internal medicine ,Social isolation ,education ,media_common ,education.field_of_study ,030505 public health ,Public Health, Environmental and Occupational Health ,virus diseases ,Loneliness ,Mental health ,Geriatrics and Gerontology ,medicine.symptom ,Thematic analysis ,0305 other medical science ,Psychology - Abstract
There is a growing population of ageing individuals living with the human immunodeficiency virus (HIV). Older adults living with HIV often contend with intersecting stigmas including HIV stigma, ageism and, for some, homonegativity and/or racism. Although the HIV stigma literature is quite robust, research on the relationship between HIV stigma, social support and mental wellbeing among older adults living with HIV is limited. This study begins to address this gap by examining how intersectional stigma affects social support and mental wellbeing among rural-dwelling older adults living with HIV. Qualitative interviews were conducted by phone with 29 older adults living with HIV, over the age of 50, living in rural areas of the United States of America. Interviews were transcribed verbatim and analysed using thematic content analysis in MAXQDA qualitative analysis software. Analysis revealed three primary themes. The first had to do with gossip and non-disclosure of HIV status, which intersected with ageism and homonegativity to exacerbate experiences that fell within the remaining themes of experiences of physical and psychological isolation and loneliness, and shame and silence surrounding depression. The prevalence of social isolation and the effects of limited social support among older adults living with HIV are prominent and indicate a need for tailored interventions within the HIV care continuum for older adults living with HIV.
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- 2019
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9. Dose-response relationships using brain–computer interface technology impact stroke rehabilitation
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Brittany M. Young, Zack Nigogosyan, Vivek Prabhakaran, Jie Song, Veena A. Nair, Mitchell E. Tyler, Kristin Caldera, Dorothy F. Edwards, Leo M. Walton, Justin A. Sattin, Justin C. Williams, and Alexander B Remsik
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030506 rehabilitation ,medicine.medical_specialty ,Activities of daily living ,Brain activity and meditation ,medicine.medical_treatment ,lcsh:RC321-571 ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,Physical medicine and rehabilitation ,Functional electrical stimulation ,Medicine ,UE motor recovery ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Stroke ,Biological Psychiatry ,Original Research ,stroke rehabilitation ,Brain–computer interface ,dose-response ,Rehabilitation ,business.industry ,brain–computer interface ,fMRI ,medicine.disease ,Psychiatry and Mental health ,Neuropsychology and Physiological Psychology ,Neurology ,Brain-computer interface ,Finger tapping ,Laterality ,Physical therapy ,0305 other medical science ,business ,BCI Therapy ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Brain–computer interfaces (BCIs) are an emerging novel technology for stroke rehabilitation. Little is known about how dose-response relationships for BCI therapies affect brain and behavior changes. We report preliminary results on stroke patients (n = 16, 11 M) with persistent upper extremity motor impairment who received therapy using a BCI system with functional electrical stimulation of the hand and tongue stimulation. We collected MRI scans and behavioral data using the Action Research Arm Test (ARAT), 9-Hole Peg Test (9-HPT), and Stroke Impact Scale (SIS) before, during, and after the therapy period. Using anatomical and functional MRI, we computed Laterality Index (LI) for brain activity in the motor network during impaired hand finger tapping. Changes from baseline LI and behavioral scores were assessed for relationships with dose, intensity, and frequency of BCI therapy. We found that gains in SIS Strength were directly responsive to BCI therapy: therapy dose and intensity correlated positively with increased SIS Strength (p ≤ 0.05), although no direct relationships were identified with ARAT or 9-HPT scores. We found behavioral measures that were not directly sensitive to differences in BCI therapy administration but were associated with concurrent brain changes correlated with BCI therapy administration parameters: therapy dose and intensity showed significant (p ≤ 0.05) or trending (0.05 < p < 0.1) negative correlations with LI changes, while therapy frequency did not affect LI. Reductions in LI were then correlated (p ≤ 0.05) with increased SIS Activities of Daily Living scores and improved 9-HPT performance. Therefore, some behavioral changes may be reflected by brain changes sensitive to differences in BCI therapy administration, while others such as SIS Strength may be directly responsive to BCI therapy administration. Data preliminarily suggest that when using BCI in stroke rehabilitation, therapy frequency may be less important than dose and intensity.
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- 2015
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10. Abstract 6: Resting-state Functional Connectivity Changes After Stroke Rehabilitation Using Closed Loop Neurofeedback
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Veena A Nair, Brittany M Young, Zack Nigogosyan, Alex Remsick, Sonya Weber, Kayla Diffee, Leo Walton, Mitch Tyler, Justin Sattin, Dorothy F Edwards, Justin Williams, and Vivek Prabhakaran
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Advanced and Specialized Nursing ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine - Abstract
Introduction: Brain-computer interface (BCI)-EEG is a promising intervention for improving motor function after stroke. However, brain changes following intervention on a BCI-EEG system are not yet fully understood. We examined changes in resting state functional connectivity (RSFC) MRI in the motor network defined by 6 key regions in the left and right primary motor cortex (M1), left and right supplementary motor area (SMA), and left and right premotor cortex (PMC). Additionally, we investigated brain-behavior correlation between rsFC and a battery of outcome measures including the Barthel Index (BI), the Stroke Impact Scale(SIS), and the Action Research Arm Test (ARAT). Methods: Fifteen stroke patients with persistent mild to severe upper extremity impairment following ischemic stroke received intervention using BCI-EEG and were tested before (T1) and at 2-3 weeks (T2) mid intervention. 11 of these patients were also tested a third time at 4-6 weeks at the end of intervention (T3). Eyes closed, 10 minute resting fMRI and anatomical scans were acquired on a GE 3T MRI scanner. Right hemisphere stroke patients’ scans were flipped so that as a group the lesion was in the left (L) hemisphere and the impaired limb right (R). Seed region based connectivity analyses were performed to examine changes in RSFC over time and in inter-hemispheric and intra-hemispheric connectivity, and correlations between brain changes and behavioral changes were investigated. Results: BCI-EEG intervention led to significant increase in intra-hemispheric connectivity (p = .03) from T1 to T3. Inter-hemispheric connectivity increased from T1 to T3, trending towards significance (p = .06). Significant positive correlations were observed between changes in RSFC (L.M1 and L.PMC, L.M1 and R.PMC, L.SMA and R.PMC, and R.PMC and R.SMA) and change in upper extremity BI score (p ranging from .01 to .001); changes in RSFC between L.PMC and R.PMC correlated with hand strength on the SIS (p = .03). A trend was observed between increase in RSFC (L.M1 and R.PMC) and increase in total ARAT score but this was not significant. Conclusions: Results suggest that BCI-EEG intervention facilitate changes in RSFC in the motor network in stroke patients and these changes are associated with improved outcomes.
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- 2015
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11. Abstract T P122: Dose-Response Relationships in Brain and Behavioral Measures with Stroke Rehabilitation Using a Brain-Computer Interface
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Brittany M Young, Zack Nigogosyan, Léo M Walton, Alexander Remsik, Jie Song, Veena A Nair, Mitchell E Tyler, Dorothy F Edwards, Kristin Caldera, Justin Sattin, Justin C Williams, and Vivek Prabhakaran
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Advanced and Specialized Nursing ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine - Abstract
Introduction: Brain-computer interface (BCI) is an emerging technology for stroke rehabilitation, but little is known about how the administration of these therapies affects brain and behavior. We examine relationships between BCI therapy dose, intensity, and frequency with changes in laterality index (LI), Action Research Arm Test (ARAT), and Stroke Impact Scale (SIS). Methods: We collected ARAT and SIS scores as well as anatomical and functional MRI of 16 stroke patients with upper extremity motor impairment before, during, and after therapy using a BCI system with tongue and functional electrical stimulation. We acquired fMRI during finger tapping of each hand and computed LI with 3 mask sets at 2 thresholds. Changes from baseline LI and behavioral scores were assessed for correlation with cumulative therapy sessions, cumulative BCI runs, and overall runs/session using Spearman analysis and generalized estimating equations (GEE). Changes from baseline were also compared between subjects with different therapy frequencies. Results: Increased sessions correlated with changes in impaired finger tapping LI in 2 of 6 mask-threshold combinations (p Conclusions: Patterns of brain activation shift toward contralesional hemisphere with additional therapy sessions and additional BCI runs. Increased BCI therapy intensity also correlates with increased self-reported strength. When using BCI in stroke rehabilitation, therapy frequency may be less important than dose and intensity, and neuroimaging and self-report measures may be more sensitive to differences in therapy administration.
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- 2015
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12. Characterizing relationships of DTI, fMRI, and motor recovery in stroke rehabilitation utilizing brain-computer interface technology
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Mitchell E. Tyler, Vivek Prabhakaran, Dorothy Farrar-Edwards, Leo M. Walton, Justin C. Williams, Scott W. Grogan, Kristin Caldera, Justin A. Sattin, Jie Song, Zack Nigogosyan, Veena A. Nair, and Brittany M. Young
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FA ,medicine.medical_specialty ,Internal capsule ,medicine.medical_treatment ,Biomedical Engineering ,Biophysics ,Neuroscience (miscellaneous) ,White matter ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Fractional anisotropy ,medicine ,Original Research Article ,BCI ,Stroke ,stroke rehabilitation ,030304 developmental biology ,Brain–computer interface ,0303 health sciences ,Rehabilitation ,fMRI ,medicine.disease ,motor recovery ,medicine.anatomical_structure ,DTI ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,Diffusion MRI ,Motor cortex - Abstract
The relationship of the structural integrity of white matter tracts and cortical activity to motor functional outcomes in stroke patients is of particular interest in understanding mechanisms of brain structural and functional changes while recovering from stroke. This study aims to probe these underlying mechanisms using diffusion tensor imaging (DTI) and fMRI measures. We examined the structural integrity of the posterior limb of the internal capsule (PLIC) using DTI and corticomotor activity using motor-task fMRI in stroke patients who completed up to 15 sessions of rehabilitation therapy using Brain-Computer Interface (BCI) technology. We hypothesized that (1) the structural integrity of PLIC and corticomotor activity are affected by stroke; (2) changes in structural integrity and corticomotor activity following BCI intervention are related to motor recovery; (3) there is a potential relationship between structural integrity and corticomotor activity. We found that (1) the ipsilesional PLIC showed significantly decreased fractional anisotropy (FA) values when compared to the contralesional PLIC; (2) lower ipsilesional PLIC-FA values were significantly associated with worse motor outcomes (i.e., ipsilesional PLIC-FA and motor outcomes were positively correlated.); (3) lower ipsilesional PLIC-FA values were significantly associated with greater ipsilesional corticomotor activity during impaired-finger-tapping-task fMRI (i.e., ipsilesional PLIC-FA and ipsilesional corticomotor activity were negatively correlated), with an overall bilateral pattern of corticomotor activity observed; and (4) baseline FA values predicted motor recovery assessed after BCI intervention. These findings suggest that (1) greater vs. lesser microstructural integrity of the ipsilesional PLIC may contribute toward better vs. poor motor recovery respectively in the stroke-affected limb and demand lesser vs. greater cortical activity respectively from the ipsilesional motor cortex; and that (2) PLIC-FA is a promising biomarker in tracking and predicting motor functional recovery in stroke patients receiving BCI intervention.
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- 2014
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13. Changes in functional brain organization and behavioral correlations after rehabilitative therapy using a brain-computer interface
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Justin A. Sattin, Vivek Prabhakaran, Justin C. Williams, Mitchell E. Tyler, Zack Nigogosyan, Brittany M. Young, Dorothy F. Edwards, Kristin Caldera, Jie Song, Veena A. Nair, Scott W. Grogan, and Léo M. Walton
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medicine.medical_specialty ,LI ,Brain activity and meditation ,medicine.medical_treatment ,Biomedical Engineering ,Biophysics ,Neuroscience (miscellaneous) ,050105 experimental psychology ,03 medical and health sciences ,Functional brain ,0302 clinical medicine ,Physical medicine and rehabilitation ,BCI therapy ,medicine ,0501 psychology and cognitive sciences ,Original Research Article ,UE motor recovery ,Stroke ,Brain–computer interface ,stroke rehabilitation ,Rehabilitation ,business.industry ,05 social sciences ,brain-computer interface ,fMRI ,laterality index ,medicine.disease ,Finger tapping ,Laterality ,Neurofeedback ,business ,Neuroscience ,030217 neurology & neurosurgery - Abstract
This study aims to examine the changes in task-related brain activity induced by rehabilitative therapy using brain-computer interface (BCI) technologies and whether these changes are relevant to functional gains achieved through the use of these therapies. Stroke patients with persistent upper-extremity motor deficits received interventional rehabilitation therapy using a closed-loop neurofeedback BCI device (n = 8) or no therapy (n = 6). Behavioral assessments using the Stroke Impact Scale, the Action Research Arm Test (ARAT), and the Nine-Hole Peg Test (9-HPT) as well as task-based fMRI scans were conducted before, during, after, and 1 month after therapy administration or at analogous intervals in the absence of therapy. Laterality Index (LI) values during finger tapping of each hand were calculated for each time point and assessed for correlation with behavioral outcomes. Brain activity during finger tapping of each hand shifted over the course of BCI therapy, but not in the absence of therapy, to greater involvement of the non-lesioned hemisphere (and lesser involvement of the stroke-lesioned hemisphere) as measured by LI. Moreover, changes from baseline LI values during finger tapping of the impaired hand were correlated with gains in both objective and subjective behavioral measures. These findings suggest that the administration of interventional BCI therapy can induce differential changes in brain activity patterns between the lesioned and non-lesioned hemispheres and that these brain changes are associated with changes in specific motor functions.
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- 2014
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14. Changes in functional connectivity correlate with behavioral gains in stroke patients after therapy using a brain-computer interface device
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Zack Nigogosyan, Vivek Prabhakaran, Mitchell E. Tyler, Brittany M. Young, Dorothy F. Edwards, Justin A. Sattin, Alexander B Remsik, Kristin Caldera, Jie Song, Veena A. Nair, Justin C. Williams, Léo M. Walton, and Scott W. Grogan
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medicine.medical_specialty ,Activities of daily living ,Stroke patient ,medicine.medical_treatment ,Thalamus ,Biomedical Engineering ,Biophysics ,Neuroscience (miscellaneous) ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,BCI therapy ,medicine ,Original Research Article ,UE motor recovery ,skin and connective tissue diseases ,Stroke ,stroke rehabilitation ,030304 developmental biology ,Brain–computer interface ,0303 health sciences ,Rehabilitation ,Functional connectivity ,brain-computer interface ,functional connectivity ,fMRI ,medicine.disease ,Finger tapping ,sense organs ,Psychology ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Brain-computer interface (BCI) technology is being incorporated into new stroke rehabilitation devices, but little is known about brain changes associated with its use. We collected anatomical and functional MRI of nine stroke patients with persistent upper extremity motor impairment before, during, and after therapy using a BCI system. Subjects were asked to perform finger tapping of the impaired hand during fMRI. Action Research Arm Test (ARAT), 9-Hole Peg Test (9-HPT), and Stroke Impact Scale (SIS) domains of Hand Function (HF) and Activities of Daily Living (ADL) were also assessed. Group-level analyses examined changes in whole-brain task-based functional connectivity (FC) to seed regions in the motor network observed during and after BCI therapy. Whole-brain FC analyses seeded in each thalamus showed FC increases from baseline at mid-therapy and post-therapy (p0.05). Changes in FC between seeds at both the network and the connection levels were examined for correlations with changes in behavioral measures. Average motor network FC was increased post-therapy, and changes in average network FC correlated (p0.05) with changes in performance on ARAT (R (2) = 0.21), 9-HPT (R (2) = 0.41), SIS HF (R (2) = 0.27), and SIS ADL (R (2) = 0.40). Multiple individual connections within the motor network were found to correlate in change from baseline with changes in behavioral measures. Many of these connections involved the thalamus, with change in each of four behavioral measures significantly correlating with change from baseline FC of at least one thalamic connection. These preliminary results show changes in FC that occur with the administration of rehabilitative therapy using a BCI system. The correlations noted between changes in FC measures and changes in behavioral outcomes indicate that both adaptive and maladaptive changes in FC may develop with this therapy and also suggest a brain-behavior relationship that may be stimulated by the neuromodulatory component of BCI therapy.
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- 2014
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15. Case report: post-stroke interventional BCI rehabilitation in an individual with preexisting sensorineural disability
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Justin C. Williams, Brittany M. Young, Mitchell E. Tyler, Justin A. Sattin, Kristin Caldera, Zack Nigogosyan, Jie Song, Veena A. Nair, Dorothy F. Edwards, Léo M. Walton, and Vivek Prabhakaran
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Weakness ,medicine.medical_specialty ,Multiple disabilities ,medicine.medical_treatment ,0206 medical engineering ,Biomedical Engineering ,Biophysics ,Neuroscience (miscellaneous) ,02 engineering and technology ,03 medical and health sciences ,case study ,0302 clinical medicine ,Physical medicine and rehabilitation ,Neuroimaging ,BCI therapy ,medicine ,Functional electrical stimulation ,Original Research Article ,Stroke ,stroke rehabilitation ,Rehabilitation ,business.industry ,brain-computer interface ,BCI-FES-TDU ,medicine.disease ,020601 biomedical engineering ,disability ,UE motor rehabilitation ,Finger tapping ,Physical therapy ,Neurofeedback ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Therapies involving new technologies such as brain-computer interfaces (BCI) are being studied to determine their potential for interventional rehabilitation after acute events such as stroke produce lasting impairments. While studies have examined the use of BCI devices by individuals with disabilities, many such devices are intended to address a specific limitation and have been studied when this limitation or disability is present in isolation. Little is known about the therapeutic potential of these devices for individuals with multiple disabilities with an acquired impairment overlaid on a secondary long-standing disability. We describe a case in which a male patient with congenital deafness suffered a right pontine ischemic stroke, resulting in persistent weakness of his left hand and arm. This patient volunteer completed four baseline assessments beginning at 4 months after stroke onset and subsequently underwent 6 weeks of interventional rehabilitation therapy using a closed-loop neurofeedback BCI device with visual, functional electrical stimulation, and tongue stimulation feedback modalities. Additional assessments were conducted at the midpoint of therapy, upon completion of therapy, and 1 month after completing all BCI therapy. Anatomical and functional MRI scans were obtained at each assessment, along with behavioral measures including the Stroke Impact Scale (SIS) and the Action Research Arm Test (ARAT). Clinically significant improvements in behavioral measures were noted over the course of BCI therapy, with more than 10 point gains in both the ARAT scores and scores for the SIS hand function domain. Neuroimaging during finger tapping of the impaired hand also showed changes in brain activation patterns associated with BCI therapy. This case study demonstrates the potential for individuals who have preexisting disability or possible atypical brain organization to learn to use a BCI system that may confer some rehabilitative benefit.
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- 2014
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16. Abstract 154: Changes in Task fMRI After Stroke Rehabilitation Using Closed-Loop Neurofeedback
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Brittany M Young, Zack Nigogosyan, Veena A Nair, Jie Song, Leo M Walton, Svyat Vergun, Dorothy Farrar-Edwards, Justin Sattin, Marcus Chacon, Matthew B Jensen, Justin C Williams, and Vivek Prabhakaran
- Subjects
Advanced and Specialized Nursing ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine - Abstract
Introduction: Brain-computer interface (BCI) is an emerging technology for stroke rehabilitation, but little is known about brain changes associated with its use. We examine changes in laterality index (LI) and functional connectivity (FC) during hand movements associated with BCI interventional therapy. Methods: We collected anatomical and functional MRI of 8 stroke patients with upper extremity motor impairment before, during, and after up to 6 weeks of therapy using a BCI system with tongue and functional electrical stimulations. We acquired functional images during imagined (MI) and executed (ME) tapping and squeezing of each hand; not all subjects performed all tasks. Two subjects’ scans were flipped so that as a group the lesion was left (L) and the impaired limb right (R). We computed LI using 3 mask sets: whole brain, motor network, and motor cortex. Group-level analyses examined FC changes to motor network seeds using AFNI and Matlab NBS toolbox. Results: BCI intervention led to decreased average LI during tapping. Overall, R taps shifted L to bilateral; all L taps shifted bilateral to R. Trends were consistent across all masks at thresholds p Conclusions: BCI interventional therapy of the impaired hand leads to more bilateral brain activity, while more lateralized activation was seen of the unimpaired hand to its corresponding contralateral motor regions. With different patterns of change observed during tasks using the impaired or unimpaired hand, lesioned brain areas may respond differently to BCI than unlesioned counterparts.
- Published
- 2014
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