20 results on '"Tyler Jacobson"'
Search Results
2. Wearable myoelectric interface enables high‐dose, home‐based training in severely impaired chronic stroke survivors
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Na‐Teng Hung, Vivek Paul, Prashanth Prakash, Torin Kovach, Gene Tacy, Goran Tomic, Sangsoo Park, Tyler Jacobson, Alix Jampol, Pooja Patel, Anya Chappel, Erin King, and Marc W. Slutzky
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background High‐intensity occupational therapy can improve arm function after stroke, but many people lack access to such therapy. Home‐based therapies could address this need, but they don’t typically address abnormal muscle co‐activation, an important aspect of arm impairment. An earlier study using lab‐based, myoelectric computer interface game training enabled chronic stroke survivors to reduce abnormal co‐activation and improve arm function. Here, we assess feasibility of doing this training at home using a novel, wearable, myoelectric interface for neurorehabilitation training (MINT) paradigm. Objective Assess tolerability and feasibility of home‐based, high‐dose MINT therapy in severely impaired chronic stroke survivors. Methods Twenty‐three participants were instructed to train with the MINT and game for 90 min/day, 36 days over 6 weeks. We assessed feasibility using amount of time trained and game performance. We assessed tolerability (enjoyment and effort) using a customized version of the Intrinsic Motivation Inventory at the conclusion of training. Results Participants displayed high adherence to near‐daily therapy at home (mean of 82 min/day of training; 96% trained at least 60 min/day) and enjoyed the therapy. Training performance improved and co‐activation decreased with training. Although a substantial number of participants stopped training, most dropouts were due to reasons unrelated to the training paradigm itself. Interpretation Home‐based therapy with MINT is feasible and tolerable in severely impaired stroke survivors. This affordable, enjoyable, and mobile health paradigm has potential to improve recovery from stroke in a variety of settings. Clinicaltrials.gov: NCT03401762.
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- 2021
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3. Metabolome analysis reveals a role for glyceraldehyde 3-phosphate dehydrogenase in the inhibition of C. thermocellum by ethanol
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Liang Tian, Skyler J. Perot, David Stevenson, Tyler Jacobson, Anthony A. Lanahan, Daniel Amador-Noguez, Daniel G. Olson, and Lee R. Lynd
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Consolidated bioprocessing ,Clostridium thermocellum ,Ethanol tolerance ,Metabolomic analysis ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background Clostridium thermocellum is a promising microorganism for conversion of cellulosic biomass to biofuel, without added enzymes; however, the low ethanol titer produced by strains developed thus far is an obstacle to industrial application. Results Here, we analyzed changes in the relative concentration of intracellular metabolites in response to gradual addition of ethanol to growing cultures. For C. thermocellum, we observed that ethanol tolerance, in experiments with gradual ethanol addition, was twofold higher than previously observed in response to a stepwise increase in the ethanol concentration, and appears to be due to a mechanism other than mutation. As ethanol concentrations increased, we found accumulation of metabolites upstream of the glyceraldehyde 3-phosphate dehydrogenase (GAPDH) reaction and depletion of metabolites downstream of that reaction. This pattern was not observed in the more ethanol-tolerant organism Thermoanaerobacterium saccharolyticum. We hypothesize that the Gapdh enzyme may have different properties in the two organisms. Our hypothesis is supported by enzyme assays showing greater sensitivity of the C. thermocellum enzyme to high levels of NADH, and by the increase in ethanol tolerance and production when the T. saccharolyticum gapdh was expressed in C. thermocellum. Conclusions We have demonstrated that a metabolic bottleneck occurs at the GAPDH reaction when the growth of C. thermocellum is inhibited by high levels of ethanol. We then showed that this bottleneck could be relieved by expression of the gapdh gene from T. saccharolyticum. This enzyme is a promising target for future metabolic engineering work.
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- 2017
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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. Early Findings on Functional Connectivity Correlates of Behavioral Outcomes of Brain-Computer Interface Stroke Rehabilitation Using Machine Learning
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Rosaleena Mohanty, Anita M. Sinha, Alexander B. Remsik, Keith C. Dodd, Brittany M. Young, Tyler Jacobson, Matthew McMillan, Jaclyn Thoma, Hemali Advani, Veena A. Nair, Theresa J. Kang, Kristin Caldera, Dorothy F. Edwards, Justin C. Williams, and Vivek Prabhakaran
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brain-computer interface ,stroke recovery ,functional connectivity ,motor impairment ,machine learning ,support vector regression ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
The primary goal of this work was to apply data-driven machine learning regression to assess if resting state functional connectivity (rs-FC) could estimate measures of behavioral domains in stroke subjects who completed brain-computer interface (BCI) intervention for motor rehabilitation. The study cohort consisted of 20 chronic-stage stroke subjects exhibiting persistent upper-extremity motor deficits who received the intervention using a closed-loop neurofeedback BCI device. Over the course of this intervention, resting state functional MRI scans were collected at four distinct time points: namely, pre-intervention, mid-intervention, post-intervention and 1-month after completion of intervention. Behavioral assessments were administered outside the scanner at each time-point to collect objective measures such as the Action Research Arm Test, Nine-Hole Peg Test, and Barthel Index as well as subjective measures including the Stroke Impact Scale. The present analysis focused on neuroplasticity and behavioral outcomes measured across pre-intervention, post-intervention and 1-month post-intervention to study immediate and carry-over effects. Rs-FC, changes in rs-FC within the motor network and the behavioral measures at preceding stages were used as input features and behavioral measures and associated changes at succeeding stages were used as outcomes for machine-learning-based support vector regression (SVR) models. Potential clinical confounding factors such as age, gender, lesion hemisphere, and stroke severity were included as additional features in each of the regression models. Sequential forward feature selection procedure narrowed the search for important correlates. Behavioral outcomes at preceding time-points outperformed rs-FC-based correlates. Rs-FC and changes associated with bilateral primary motor areas were found to be important correlates of across several behavioral outcomes and were stable upon inclusion of clinical variables as well. NIH Stroke Scale and motor impairment severity were the most influential clinical variables. Comparatively, linear SVR models aided in evaluation of contribution of individual correlates and seed regions while non-linear SVR models achieved higher performance in prediction of behavioral outcomes.
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- 2018
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7. Machine Learning Classification to Identify the Stage of Brain-Computer Interface Therapy for Stroke Rehabilitation Using Functional Connectivity
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Rosaleena Mohanty, Anita M. Sinha, Alexander B. Remsik, Keith C. Dodd, Brittany M. Young, Tyler Jacobson, Matthew McMillan, Jaclyn Thoma, Hemali Advani, Veena A. Nair, Theresa J. Kang, Kristin Caldera, Dorothy F. Edwards, Justin C. Williams, and Vivek Prabhakaran
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BCI therapy ,stroke recovery ,functional MRI ,functional connectivity ,motor network ,non-motor networks ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Interventional therapy using brain-computer interface (BCI) technology has shown promise in facilitating motor recovery in stroke survivors; however, the impact of this form of intervention on functional networks outside of the motor network specifically is not well-understood. Here, we investigated resting-state functional connectivity (rs-FC) in stroke participants undergoing BCI therapy across stages, namely pre- and post-intervention, to identify discriminative functional changes using a machine learning classifier with the goal of categorizing participants into one of the two therapy stages. Twenty chronic stroke participants with persistent upper-extremity motor impairment received neuromodulatory training using a closed-loop neurofeedback BCI device, and rs-functional MRI (rs-fMRI) scans were collected at four time points: pre-, mid-, post-, and 1 month post-therapy. To evaluate the peak effects of this intervention, rs-FC was analyzed from two specific stages, namely pre- and post-therapy. In total, 236 seeds spanning both motor and non-motor regions of the brain were computed at each stage. A univariate feature selection was applied to reduce the number of features followed by a principal component-based data transformation used by a linear binary support vector machine (SVM) classifier to classify each participant into a therapy stage. The SVM classifier achieved a cross-validation accuracy of 92.5% using a leave-one-out method. Outside of the motor network, seeds from the fronto-parietal task control, default mode, subcortical, and visual networks emerged as important contributors to the classification. Furthermore, a higher number of functional changes were observed to be strengthening from the pre- to post-therapy stage than the ones weakening, both of which involved motor and non-motor regions of the brain. These findings may provide new evidence to support the potential clinical utility of BCI therapy as a form of stroke rehabilitation that not only benefits motor recovery but also facilitates recovery in other brain networks. Moreover, delineation of stronger and weaker changes may inform more optimal designs of BCI interventional therapy so as to facilitate strengthened and suppress weakened changes in the recovery process.
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- 2018
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8. Increasing the Thermodynamic Driving Force of the Phosphofructokinase Reaction in
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Shuen, Hon, Tyler, Jacobson, David M, Stevenson, Marybeth I, Maloney, Richard J, Giannone, Robert L, Hettich, Daniel, Amador-Noguez, Daniel G, Olson, and Lee R, Lynd
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Clostridium thermocellum ,Diphosphates ,Adenosine Triphosphate ,Phosphofructokinases ,Phosphofructokinase-1 ,Thermodynamics ,Glycolysis ,Biotechnology - Abstract
Glycolysis is an ancient, widespread, and highly conserved metabolic pathway that converts glucose into pyruvate. In the canonical pathway, the phosphofructokinase (PFK) reaction plays an important role in controlling flux through the pathway. Clostridium thermocellum has an atypical glycolysis and uses pyrophosphate (PP(i)) instead of ATP as the phosphate donor for the PFK reaction. The reduced thermodynamic driving force of the PP(i)-PFK reaction shifts the entire pathway closer to thermodynamic equilibrium, which has been predicted to limit product titers. Here, we replace the PP(i)-PFK reaction with an ATP-PFK reaction. We demonstrate that the local changes are consistent with thermodynamic predictions: the ratio of fructose 1,6-bisphosphate to fructose-6-phosphate increases, and the reverse flux through the reaction (determined by (13)C labeling) decreases. The final titer and distribution of fermentation products, however, do not change, demonstrating that the thermodynamic constraints of the PP(i)-PFK reaction are not the sole factor limiting product titer. IMPORTANCE The ability to control the distribution of thermodynamic driving force throughout a metabolic pathway is likely to be an important tool for metabolic engineering. The phosphofructokinase reaction is a key enzyme in Embden-Mayerhof-Parnas glycolysis and therefore improving the thermodynamic driving force of this reaction in C. thermocellum is believed to enable higher product titers. Here, we demonstrate switching from pyrophosphate to ATP does in fact increases the thermodynamic driving force of the phosphofructokinase reaction in vivo. This study also identifies and overcomes a physiological hurdle toward expressing an ATP-dependent phosphofructokinase in an organism that utilizes an atypical glycolytic pathway. As such, the method described here to enable expression of ATP-dependent phosphofructokinase in an organism with an atypical glycolytic pathway will be informative toward engineering the glycolytic pathways of other industrial organism candidates with atypical glycolytic pathways.
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- 2023
9. Increasing the Thermodynamic Driving Force of the Phosphofructokinase Reaction in Clostridium thermocellum
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Shuen Hon, Tyler Jacobson, David M. Stevenson, Marybeth I. Maloney, Richard J. Giannone, Robert L. Hettich, Daniel Amador-Noguez, Daniel G. Olson, and Lee R. Lynd
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Ecology ,Applied Microbiology and Biotechnology ,Food Science ,Biotechnology - Abstract
The ability to control the distribution of thermodynamic driving force throughout a metabolic pathway is likely to be an important tool for metabolic engineering. The phosphofructokinase reaction is a key enzyme in Embden-Mayerhof-Parnas glycolysis and therefore improving the thermodynamic driving force of this reaction in C. thermocellum is believed to enable higher product titers.
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- 2022
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10. Wearable myoelectric interface enables high‐dose, home‐based training in severely impaired chronic stroke survivors
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Tyler Jacobson, Vivek Paul, Prashanth Prakash, Gene Tacy, Sangsoo Park, Marc W. Slutzky, Alix Jampol, Na-Teng Hung, Torin Kovach, Erin King, Goran Tomic, Pooja Patel, and Anya Chappel
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Occupational therapy ,Adult ,Male ,medicine.medical_specialty ,Interface (computing) ,education ,Wearable computer ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Wearable Electronic Devices ,Physical medicine and rehabilitation ,medicine ,Humans ,Survivors ,RC346-429 ,Stroke ,Chronic stroke ,Neurorehabilitation ,Research Articles ,Aged ,business.industry ,Electromyography ,General Neuroscience ,Training (meteorology) ,Stroke Rehabilitation ,Middle Aged ,medicine.disease ,Outcome and Process Assessment, Health Care ,Tolerability ,Chronic Disease ,Feasibility Studies ,Female ,Neurology (clinical) ,Neurology. Diseases of the nervous system ,business ,Exergaming ,RC321-571 ,Research Article - Abstract
Background High-intensity occupational therapy can improve arm function after stroke, but many people lack access to such therapy. Home-based therapies could address this need, but they don't typically address abnormal muscle co-activation, an important aspect of arm impairment. An earlier study using lab-based, myoelectric computer interface game training enabled chronic stroke survivors to reduce abnormal co-activation and improve arm function. Here, we assess feasibility of doing this training at home using a novel, wearable, myoelectric interface for neurorehabilitation training (MINT) paradigm. Objective Assess tolerability and feasibility of home-based, high-dose MINT therapy in severely impaired chronic stroke survivors. Methods Twenty-three participants were instructed to train with the MINT and game for 90 min/day, 36 days over 6 weeks. We assessed feasibility using amount of time trained and game performance. We assessed tolerability (enjoyment and effort) using a customized version of the Intrinsic Motivation Inventory at the conclusion of training. Results Participants displayed high adherence to near-daily therapy at home (mean of 82 min/day of training; 96% trained at least 60 min/day) and enjoyed the therapy. Training performance improved and co-activation decreased with training. Although a substantial number of participants stopped training, most dropouts were due to reasons unrelated to the training paradigm itself. Interpretation Home-based therapy with MINT is feasible and tolerable in severely impaired stroke survivors. This affordable, enjoyable, and mobile health paradigm has potential to improve recovery from stroke in a variety of settings. Clinicaltrials.gov: NCT03401762.
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- 2021
11. Efficacy and safety of a quadruple ultra-low-dose treatment for hypertension (QUARTET USA): Rationale and design for a randomized controlled trial
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Abigail S. Baldridge, Mark D. Huffman, Danielle Lazar, Hiba Abbas, Fallon M. Flowers, Adriana Quintana, Alema Jackson, Sadiya S. Khan, Aashima Chopra, My Vu, Priya Tripathi, Tyler Jacobson, Olutobi A. Sanuade, Namratha R. Kandula, Stephen D. Persell, James J. Paparello, Linda L. Rosul, Jairo Mejia, Donald M. Lloyd-Jones, Clara K. Chow, and Jody D. Ciolino
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Treatment Outcome ,Double-Blind Method ,Hypertension ,Quality of Life ,Humans ,Blood Pressure ,Prospective Studies ,Cardiology and Cardiovascular Medicine ,Antihypertensive Agents - Abstract
Over half of patients with elevated blood pressure require multi-drug treatment to achieve blood pressure control. However, multi-drug treatment may lead to lower adherence and more adverse drug effects compared with monotherapy.The Quadruple Ultra-low-dose Treatment for Hypertension (QUARTET) USA trial was designed to evaluate whether initiating treatment with ultra-low-dose quadruple-combination therapy will lower office blood pressure more effectively, and with fewer side effects, compared with initiating standard dose monotherapy in treatment naive patients with SBP180 and DBP110 mm Hg and patients on monotherapy with SBP160 and DBP100 mm Hg.QUARTET USA was a prospective, randomized, double-blind trial (ClinicalTrials.gov NCT03640312) conducted in federally qualified health centers in a large city in the US. Patients were randomly assigned (1:1) to either ultra-low-dose quadruple combination therapy or standard dose monotherapy. The primary outcome was mean change from baseline in office systolic blood pressure at 12-weeks, adjusted for baseline values. Secondary outcomes included measures of blood pressure change and variability, medication adherence, and health related quality of life. Safety outcomes included occurrence of serious adverse events, relevant adverse drug effects, and electrolyte abnormalities. A process evaluation aimed to understand provider experiences of implementation and participant experiences around side effects, adherence, and trust with clinical care.QUARTET USA was designed to evaluate whether a novel approach to blood pressure control would lower office blood pressure more effectively, and with fewer side effects, compared with standard dose monotherapy. QUARTET USA was conducted within a network of federally qualified healthcare centers with the aim of generating information on the safety and efficacy of ultra-low-dose quadruple-combination therapy in diverse groups that experience a high burden of hypertension.
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- 2022
12. Direct human health risks of increased atmospheric carbon dioxide
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Keith C. Meyer, Jasdeep S. Kler, Tyler Jacobson, Michael T. Hernke, Rudolf K. Braun, and William E. Funk
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Chronic exposure ,Global and Planetary Change ,Carbon dioxide in Earth's atmosphere ,Ecology ,Renewable Energy, Sustainability and the Environment ,Indoor air ,Geography, Planning and Development ,Stressor ,Management, Monitoring, Policy and Law ,law.invention ,Urban Studies ,Human health ,law ,Adverse health effect ,Environmental health ,Ventilation (architecture) ,Continuous exposure ,Nature and Landscape Conservation ,Food Science - Abstract
Growing evidence suggests that environmentally relevant elevations in CO2 (
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- 2019
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13. Myoelectric Computer Interface Training for Reducing Co-Activation and Enhancing Arm Movement in Chronic Stroke Survivors: A Randomized Trial
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Aparna Singh, Jon Gaide, Saad Hameed, Goran Tomic, Jongmin Lee, Murad M. Alqadi, Emily M. Mugler, Marc W. Slutzky, Katherine Dalzotto, Elizabeth Robinson, Tyler Jacobson, Eric W. Lindberg, and Camila Limoli
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Adult ,Male ,030506 rehabilitation ,medicine.medical_specialty ,Movement ,Article ,law.invention ,User-Computer Interface ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Randomized controlled trial ,law ,medicine ,Humans ,Range of Motion, Articular ,Muscle, Skeletal ,Stroke ,Chronic stroke ,Aged ,Computers ,Electromyography ,business.industry ,Stroke Rehabilitation ,Biofeedback, Psychology ,Recovery of Function ,General Medicine ,Middle Aged ,medicine.disease ,Biomechanical Phenomena ,Treatment Outcome ,Video Games ,Muscle Spasticity ,Chronic Disease ,Arm ,Female ,0305 other medical science ,business ,Co activation ,030217 neurology & neurosurgery - Abstract
Background. Abnormal muscle co-activation contributes to impairment after stroke. We developed a myoelectric computer interface (MyoCI) training paradigm to reduce abnormal co-activation. MyoCI provides intuitive feedback about muscle activation patterns, enabling decoupling of these muscles. Objective. To investigate tolerability and effects of MyoCI training of 3 muscle pairs on arm motor recovery after stroke, including effects of training dose and isometric versus movement-based training. Methods. We randomized chronic stroke survivors with moderate-to-severe arm impairment to 3 groups. Two groups tested different doses of isometric MyoCI (60 vs 90 minutes), and one group tested MyoCI without arm restraint (90 minutes), over 6 weeks. Primary outcome was arm impairment (Fugl-Meyer Assessment). Secondary outcomes included function, spasticity, and elbow range-of-motion at weeks 6 and 10. Results. Over all 32 subjects, MyoCI training of 3 muscle pairs significantly reduced impairment (Fugl-Meyer Assessment) by 3.3 ± 0.6 and 3.1 ± 0.7 ( P < 10−4) at weeks 6 and 10, respectively. Each group improved significantly from baseline; no significant differences were seen between groups. Participants’ lab-based and home-based function also improved at weeks 6 and 10 ( P ≤ .01). Spasticity also decreased over all subjects, and elbow range-of-motion improved. Both moderately and severely impaired patients showed significant improvement. No participants had training-related adverse events. MyoCI reduced abnormal co-activation, which appeared to transfer to reaching in the movement group. Conclusions. MyoCI is a well-tolerated, novel rehabilitation tool that enables stroke survivors to reduce abnormal co-activation. It may reduce impairment and spasticity and improve arm function, even in severely impaired patients.
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- 2019
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14. 13C Metabolic flux analysis and kinetic modeling of Clostridium thermocellum grown on cellobiose
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Saratram Gopalakrishnan, Lee Lynd, Daniel Olson, Satyakam Dash, Veda Boorla, Foster Charles, Costas Maranas, Daniel Amador-Noguez, Tyler Jacobson, and Ratul Chowdhury
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- 2020
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15. Using implementation science to mitigate worsening health inequities in the United States during the COVID-19 pandemic
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Lauren E. Smith, Mark D. Huffman, Tyler Jacobson, and Lisa R. Hirschhorn
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medicine.medical_specialty ,Pneumonia, Viral ,Testing ,Psychological intervention ,Public policy ,Public Policy ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Contact tracing ,medicine ,Humans ,030212 general & internal medicine ,Pandemics ,Health policy ,Social policy ,Community engagement ,business.industry ,lcsh:Public aspects of medicine ,Health Policy ,Public health ,Implementation outcomes ,Public Health, Environmental and Occupational Health ,Health services research ,lcsh:RA1-1270 ,Health Status Disparities ,Public relations ,United States ,Social distancing policies ,Commentary ,Implementation science ,Health inequities ,Implementation research ,Coronavirus Infections ,Covid-19 ,business - Abstract
With the threat of coronavirus disease 2019 (Covid-19) enduring in the United States, effectively and equitably implementing testing, tracing, and self-isolation as key prevention and detection strategies remain critical to safely re-opening communities. As testing and tracing capacities increase, frameworks are needed to inform design and delivery to ensure their effective implementation and equitable distribution, and to strengthen community engagement in slowing and eventually stopping Covid-19 transmission. In this commentary, we highlight opportunities for integrating implementation research into planned and employed strategies in the United States to accelerate reach and effectiveness of interventions to more safely relax social distancing policies and open economies, schools, and other institutions. Implementation strategies, such as adapting evidence-based interventions based on contextual factors, promoting community engagement, and providing data audit and feedback on implementation outcomes, can support the translation of policies on testing, tracing, social distancing, and public mask use into reality. These data can demonstrate how interventions are put into practice and where adaptation in policy or practice is needed to respond to the needs of specific communities and socially vulnerable populations. Incorporating implementation research into Covid-19 policy design and translation into practice is urgently needed to mitigate the worsening health inequities in the pandemic toll and response. Applying rigorous implementation research frameworks and evaluation systems to the implementation of evidence-based interventions which are adapted to contextual factors can promote effective and equitable pandemic response and accelerate learning both among local stakeholders as well as between states to further inform their varied experiences and responses to the pandemic.
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- 2020
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16. SARS-CoV-2 Seroprevalence Studies: A Rapid Review
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Kathryn Chess, Mark D. Huffman, Lisa R. Hirschhorn, Lauren E. Smith, Corinne Miller, and Tyler Jacobson
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Geography ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Seroprevalence ,Virology - Abstract
Background: During the COVID-19 pandemic, SARS-CoV-2 serology tests have been used to understand the extent to which populations have been infected. The objective of this study was to synthesize literature on SARS-CoV-2 seroprevalence studies, including sampling frames, study characteristics, assay test performance characteristics, and proportion of participants with IgG and IgM SARS-CoV-2 antibodies.Methods: Bibliometric databases, trial registers, pre-print servers, and grey literature were searched through May 27, 2020 using a published protocol to identify eligible studies. Title and abstract screening and full-text reviewing were performed in duplicate. Study-level data were extracted, and a narrative synthesis was performed. Results: Of the 4,049 studies screened for inclusion, 27 published reports were included, and 85 studies are ongoing. Most (52%) published reports were available through pre-print servers. Sample sizes ranged from 200 to 113,033 participants. Healthcare worker (n=9 studies, 33%) and non-representative, general population (n=10 studies, 37%) sampling frames were more commonly used than representative, general population sampling frames (n=7, 26%). Mean age ranged from 18 up to 69 years, and the proportion of females ranged from 25% to 85%. Test performance characteristics varied, including IgG sensitivity (range: 63.3% to 100%) and IgG specificity (range: 97.0% to 100%). IgG seroprevalence estimates ranged from 0.5% to 21.0%, and IgM seroprevalence ranged from 1.1% to 18.9%.Conclusion: More high-quality SARS-CoV-2 seroprevalence studies using validated assays with larger sample sizes from representative and targeted sampling frames are needed to better understand the true burden of disease, differential spread of the virus, and infection fatality rate.
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- 2020
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17. Abstract WP201: Electroencephalogram Based Brain Computer Interface Therapy for the Restoration of Distal Upper Extremity Motor Function in Chronic Severely Impaired Individuals
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Keith Dodd, Erik Bjorklund, Hemali Advani, Vivek Prabhakaran, Janerra D. Allen, Alex Remsik, Tyler Jacobson, Rosaleena Mohanty, Mohsen Mazrooyisebdani, Matt Walczak, Veena A. Nair, Leroy Williams, Theresa J. Kang, Justin F Williams, Brittany M. Young, Jaclyn Thoma, Neelima Tellapragada, and Dorothy F. Edwards
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Advanced and Specialized Nursing ,medicine.medical_specialty ,business.industry ,Motor impairment ,Affect (psychology) ,Motor function ,Physical medicine and rehabilitation ,Quality of life ,Medicine ,Neurology (clinical) ,Stroke survivor ,Cardiology and Cardiovascular Medicine ,business ,Brain–computer interface - Abstract
Introduction: Many stroke survivors are often left with persistent upper extremity motor impairment that affect their overall quality of life. This study aims to evaluate the efficacy of using non-invasive electroencephalographic (EEG) based brain-computer interface (BCI) therapy to facilitate distal upper extremity motor function. Data was acquired from 18 participants ((mean age = 60 years, F = 9, M = 9, 5 = sub-chronic (over 1 year from stroke onset), 13 = chronic (less than 1 year)). Behavioral outcomes were measured using the Modified Ashworth Scale (MAS), a Motor Activity Log (MAL), and the Stroke Impact Scale (SIS). We investigated whether severely-impaired, chronic stroke survivors could use BCI treatment to recover from stroke at a rate similar to that of severely-impaired, sub-chronic stroke survivors after BCI intervention. Methods: EEG data was acquired using BCI2000 software and 16 channel EEG cap with electrodes positioned according to the standard 10-20 system over the sensorimotor cortex at C3 & C4. Participants were cued to move either their left or right hand to control a cursor towards the right or left side of a monitor. Data acquired at baseline (no more than one week prior to BCI therapy) and post-therapy (no more than one week following BCI therapy) were used in this analyses. Results: No significant decrease in improvement in the chronic group compared to the sub-chronic group (0.95 confidence interval) was observed. The chronic group showed significant improvement in their affected arm in: MAS elbow flexion (p = 0.03746), MAS finger extension (p = 0.01896), MAL arm use (p = 0.02065), MAL how well they could use their arm (p = 0.02065), SIS perceived strength (p = 0.04105), and SIS arm use for daily life tasks (p = 0.01741). Conclusion: For chronic stroke survivors, BCI intervention for restoration of upper extremity motor function may promote recovery at a rate similar to that of sub-chronic survivors.
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- 2019
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18. Abstract WP150: Functional Connectivity Changes and Behavioral Gains Following Brain-Computer Interface Therapy for Stroke Rehabilitation
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Matthew Walczak, Anita M Sinha, Matthew McMillan, Justin C. Williams, Hemali Advani, Veena A. Nair, Tyler Jacobson, Vivek Prabhakaran, and Alexander B Remsik
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Advanced and Specialized Nursing ,medicine.medical_specialty ,Rehabilitation ,medicine.diagnostic_test ,business.industry ,Functional connectivity ,medicine.medical_treatment ,Spontaneous recovery ,Magnetic resonance imaging ,Electroencephalography ,Plateau (mathematics) ,medicine.disease ,Physical medicine and rehabilitation ,medicine ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine ,business ,Stroke ,Brain–computer interface - Abstract
While most survivors have some spontaneous recovery after stroke, they reach a functional plateau and are left with persistent motor impairments. An emerging therapy, EEG-based Brain-Computer Interface (BCI), shows promise in promoting neural reorganization and facilitating additional motor recovery after stroke, however, the relationships between the neuroplastic changes and behavioral outcomes following this therapy are not fully understood. We examined changes in resting-state functional connectivity (rsFC) in the motor network and behavioral measures, including Stroke Impact Scale (SIS) and Action Research Arm Test (ARAT), over the course this therapy and investigated functional connectivity - behavior correlations. Twenty-six stroke patients with mild to severe upper extremity impairment completed EEG-based BCI therapy. Resting fMRI and anatomical scans were acquired on a GE 3T MRI Scanner before therapy, mid-, post- and one-month post-therapy, along with a neuropsychology battery. MRI scans of right hemisphere stroke patients were flipped to treat all subjects as left lesion hemisphere patients. We performed whole network, inter-hemispheric and intra-hemispheric seed region based connectivity analyses to study changes in rsFC over time and identify correlations between changes in rsFC and behavior over time. After therapy, a significant increase in network connectivity (p =0.000003) and intra-hemispheric connectivity (p = 0.047) from pre- to one-month post-therapy was observed. Additionally, inter-hemispheric connectivity increased and trended towards significance (p = 0.058). A significant positive correlation was observed between changes in network-level rsFC and SIS ADL (p = 0.005). Changes in intra-hemispheric rsFC correlated with ARAT for the affected arm (p = 0.001) and SIS Mobility (p = 0.003). The results suggest that EEG-based BCI therapy facilitates changes in rsFC in the motor network in stroke survivors, and these changes in connectivity are correlated with improvements in behavioral outcomes. This analysis provides a foundation for furthering our understanding of the potential of EEG-based BCI as a therapeutic modality for stroke rehabilitation to promote neurophysiological changes and motor recovery.
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- 2018
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19. Metabolome analysis reveals a role for glyceraldehyde 3-phosphate dehydrogenase in the inhibition of C. thermocellum by ethanol
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Daniel G. Olson, Daniel Amador-Noguez, Lee R. Lynd, David M. Stevenson, Tyler Jacobson, Anthony A. Lanahan, Skyler J. Perot, and Liang Tian
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0301 basic medicine ,lcsh:Biotechnology ,030106 microbiology ,Dehydrogenase ,Ethanol tolerance ,Management, Monitoring, Policy and Law ,Applied Microbiology and Biotechnology ,lcsh:Fuel ,Metabolic engineering ,Clostridium thermocellum ,03 medical and health sciences ,chemistry.chemical_compound ,Consolidated bioprocessing ,lcsh:TP315-360 ,lcsh:TP248.13-248.65 ,Glyceraldehyde ,Metabolome ,Glyceraldehyde 3-phosphate dehydrogenase ,biology ,Renewable Energy, Sustainability and the Environment ,Research ,biology.organism_classification ,Enzyme assay ,General Energy ,Biochemistry ,chemistry ,biology.protein ,GAPDH Gene ,Metabolomic analysis ,Biotechnology - Abstract
Background Clostridium thermocellum is a promising microorganism for conversion of cellulosic biomass to biofuel, without added enzymes; however, the low ethanol titer produced by strains developed thus far is an obstacle to industrial application. Results Here, we analyzed changes in the relative concentration of intracellular metabolites in response to gradual addition of ethanol to growing cultures. For C. thermocellum, we observed that ethanol tolerance, in experiments with gradual ethanol addition, was twofold higher than previously observed in response to a stepwise increase in the ethanol concentration, and appears to be due to a mechanism other than mutation. As ethanol concentrations increased, we found accumulation of metabolites upstream of the glyceraldehyde 3-phosphate dehydrogenase (GAPDH) reaction and depletion of metabolites downstream of that reaction. This pattern was not observed in the more ethanol-tolerant organism Thermoanaerobacterium saccharolyticum. We hypothesize that the Gapdh enzyme may have different properties in the two organisms. Our hypothesis is supported by enzyme assays showing greater sensitivity of the C. thermocellum enzyme to high levels of NADH, and by the increase in ethanol tolerance and production when the T. saccharolyticum gapdh was expressed in C. thermocellum. Conclusions We have demonstrated that a metabolic bottleneck occurs at the GAPDH reaction when the growth of C. thermocellum is inhibited by high levels of ethanol. We then showed that this bottleneck could be relieved by expression of the gapdh gene from T. saccharolyticum. This enzyme is a promising target for future metabolic engineering work. Electronic supplementary material The online version of this article (10.1186/s13068-017-0961-3) contains supplementary material, which is available to authorized users.
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- 2017
20. Abstract TP144: EEG-Based Brain Computer Interface Therapy for the Restoration of Distal Upper Extremity Motor Function
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Ali Dusek, Alexander B Remsik, Veena A. Nair, Dorothy F. Edwards, Vivek Prabhakaran, Hemali Advani, Joshua J. LaRocque, Shruti Rajan, Kieth Dodd, and Tyler Jacobson
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Advanced and Specialized Nursing ,medicine.medical_specialty ,Rehabilitation ,genetic structures ,medicine.diagnostic_test ,business.industry ,Interface (computing) ,medicine.medical_treatment ,Electroencephalography ,medicine.disease ,Motor function ,Physical medicine and rehabilitation ,medicine ,Physical therapy ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine ,business ,Stroke recovery ,Stroke ,Brain–computer interface - Abstract
Introduction: This current study is part of a larger, on-going clinical trial (NCT02098265), which evaluates non-invasive electroencephalographic (EEG) based brain-computer interface(BCI) therapy for restoration of distal upper extremity motor function in stroke survivors. We acquired data for 8 participants (mean age= 64 years) presenting with varying levels of upper-extremity motor deficits and chronicity since stroke. EEG based BCI task-related performance outcomes were compared with distal extremity behavioral testing on the 9-Hole Peg Test - 9HPT) to illustrate the relationship of BCI training performance on behavioral performance. Methods: EEG data is acquired with BCI2000, a 16 channel recording system (g.LADYbird-g. GAMMAsys-g. USBamp, Guger Technologies, Graz, Austria) with electrodes positioned according to the standard 10-20 system over the sensorimotor cortex at C3 & C4. Participants performed a hand movement task; randomly cued to move either their affected or unaffected hand depending on the appearance of virtual target and cursor on the screen. 9HPT Data was selected from two BCI conditions: 1) BCI with visual stimulus only, and 2) BCI with visual stimulation plus functional electrical stimulation (FES) of the impaired arm, and tongue stimulation (TS) at four time-points: baseline (prior to BCI therapy), mid-point of BCI therapy, post-therapy, and one month post-therapy. Results: BCI visual plus stimulus for the unaffected side was found to best relate to 9HPT scores (p= 0.0928) with a trend to significance. BCI visual plus stimulus for the affected side was not shown to correlate with 9HPT scores (p= 0.2655). The results suggest that 9HPT scores better relate with average task accuracy when the TS and FES adjuvants are incorporated (BCI stimulus vs 9H PT unaffected p= 0.09284, BCI stimulus vs 9H PT affected p= 0.26553) compared to the BCI visual only task (BCI visual vs 9HPT unaffected p=0.2702, BCI visual vs 9HPT affected (p= 0.89276). Conclusion: Non-invasive EEG-based BCI therapy may be suitable for the restoration of distal upper extremity motor function but average task accuracy does not appear to be a valid indicator of motor improvement. This finding suggests that visual only BCI systems are inadequate for motor rehabilitation.
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- 2017
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