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131


Feasibility and Clinician Perspectives of the Visual Symptoms and Signs Screen: A Multisite Pilot Study

Roberts, Pamela S.; Wertheimer, Jeffrey; Ouellette, Debra; Hreha, Kimberly; Watters, Kelsey; Fielder, Jaimee; Graf, Min Jeong P.; Weden, Kathleen M.; Rizzo, John Ross
Background: The Visual Symptoms and Signs Screen (V-SASS) is a tool to identify vision deficits and facilitate referrals to vision specialists. The study objectives were to determine feasibility and clinician perspectives of the V-SASS. Methods: Prospective, multisite study with 141 new-onset stroke participants. After V-SASS administration, feasibility and predictive success were assessed. Results: The V-SASS identified vision symptoms and signs with high feasibility (>75%). Of those who screened positive, 93.1% had deficits in visual function or functional vision. Conclusions: The V-SASS was found to be feasible in multiple settings and accurately identify vision deficits and appropriately trigger vision referrals.
SCOPUS:85182920425
ISSN: 0882-7524
CID: 5629402

Implementing Remote Patient Monitoring of Physical Activity in Clinical Practice

McCarthy, Margaret; Jevotovsky, David; Mann, Devin; Veerubhotla, Akhila; Muise, Eleanor; Whiteson, Jonathan; Rizzo, John Ross
PURPOSE/OBJECTIVE:Remote patient monitoring (RPM) is a tool for patients to share data collected outside of office visits. RPM uses technology and the digital transmission of data to inform clinician decision-making in patient care. Using RPM to track routine physical activity is feasible to operationalize, given contemporary consumer-grade devices that can sync to the electronic health record. Objective monitoring through RPM can be more reliable than patient self-reporting for physical activity. DESIGN AND METHODS/METHODS:This article reports on four pilot studies that highlight the utility and practicality of RPM for physical activity monitoring in outpatient clinical care. Settings include endocrinology, cardiology, neurology, and pulmonology settings. RESULTS:The four pilot use cases discussed demonstrate how RPM is utilized to monitor physical activity, a shift that has broad implications for prediction, prevention, diagnosis, and management of chronic disease and rehabilitation progress. CLINICAL RELEVANCE/CONCLUSIONS:If RPM for physical activity is to be expanded, it will be important to consider that certain populations may face challenges when accessing digital health services. CONCLUSION/CONCLUSIONS:RPM technology provides an opportunity for clinicians to obtain objective feedback for monitoring progress of patients in rehabilitation settings. Nurses working in rehabilitation settings may need to provide additional patient education and support to improve uptake.
PMID: 37723623
ISSN: 2048-7940
CID: 5591172

Disparities in Breast Cancer Patients with Disabilities: Care Gaps, Accessibility, and Best Practices

Keegan, Grace; Rizzo, John-Ross; Joseph, Kathie-Ann
Significant disparities exist in detecting and treating breast cancer in women with disabilities, leading to cancer detection at advanced stages. This paper provides an overview of disparities for women with disabilities related to breast cancer screening and care, primarily focusing on significant mobility disabilities. Current care gaps include screening barriers related to accessibility and inequitable treatment options, with race/ethnicity, socioeconomic status, geographic location, and disability severity factors, mediating the disparities for this population. The reasons for these disparities are myriad and stem from both system-level deficiencies and individual-level provider bias. Although structural changes are warranted, individual healthcare providers must also be incorporated in the requisite change. Intersectionality is critical to disparities and inequities and should be central to any discussion of strategies for improving care for people with disabilities, many of whom have intersectional identities. Efforts to reduce screening rate disparities for breast cancer in women with significant mobility disabilities should start with improving accessibility through removing structural barriers, establishing comprehensive accessibility standards, and addressing healthcare provider bias. Future interventional studies are needed to implement and assess the value of programs to improve breast cancer screening rates in women with disabilities. Increasing the representation of women with disabilities in clinical trials may provide another avenue for reducing treatment disparities, as these trials often provide breakthrough treatment to women with cancer diagnosed at later stages. Ultimately, attention to the specific needs of patients with disabilities should be improved across the US to promote inclusive and effective cancer screening and treatment.
PMID: 37421404
ISSN: 1460-2105
CID: 5539552

Pulmonary Sequelae of Coronavirus Disease 2019

Whiteson, Jonathan H
Severe acute respiratory syndrome coronavirus 2, the infectious agent that causes coronavirus disease 2019 (COVID-19), can infect multiple organ systems triggering an inflammatory response resulting in abnormalities in cellular and organ function. This can result in multiple symptoms and associated functional limitations. Respiratory symptoms in acute COVID-19 and in post-acute sequelae of COVID-19 (PASC) are common and can range from mild and intermittent to severe and persistent, correlating with functional limitations. Although the long-term pulmonary sequelae of COVID-19 infection and PASC are not known, a considered rehabilitative approach is recommended to yield optimal functional outcomes with a return to pre-morbid functional, avocational, and vocational status.
PMCID:10090325
PMID: 37419533
ISSN: 1558-1381
CID: 5536932

Methodological Issues Relevant to Blinding in Physical Medicine and Rehabilitation Research

Annaswamy, Thiru; Cunniff, Kegan; Rizzo, J R; Naeimi, Tahereh; Kumbhare, Dinesh; Batavia, Mitchell
Blinding in research is important and the field of PM&R poses special consideration due to the patient populations and treatment methodologies used. Historically, blinding has been increasingly relevant to conducting good quality research. The main reason to blind is to reduce bias. There are several strategies to blinding. At times, when blinding is not possible, alternatives to blinding include sham control and description of study and control groups. Illustrative examples of blinding used in PM&R research are described in this article along with how to assess success and fidelity of blinding.
PMID: 36897811
ISSN: 1537-7385
CID: 5432942

Virtual reality as a means to explore assistive technologies for the visually impaired

Ricci, Fabiana Sofia; Boldini, Alain; Ma, Xinda; Beheshti, Mahya; Geruschat, Duane R; Seiple, William H; Rizzo, John-Ross; Porfiri, Maurizio
Visual impairment represents a significant health and economic burden affecting 596 million globally. The incidence of visual impairment is expected to double by 2050 as our population ages. Independent navigation is challenging for persons with visual impairment, as they often rely on non-visual sensory signals to find the optimal route. In this context, electronic travel aids are promising solutions that can be used for obstacle detection and/or route guidance. However, electronic travel aids have limitations such as low uptake and limited training that restrict their widespread use. Here, we present a virtual reality platform for testing, refining, and training with electronic travel aids. We demonstrate the viability on an electronic travel aid developed in-house, consist of a wearable haptic feedback device. We designed an experiment in which participants donned the electronic travel aid and performed a virtual task while experiencing a simulation of three different visual impairments: age-related macular degeneration, diabetic retinopathy, and glaucoma. Our experiments indicate that our electronic travel aid significantly improves the completion time for all the three visual impairments and reduces the number of collisions for diabetic retinopathy and glaucoma. Overall, the combination of virtual reality and electronic travel aid may have a beneficial role on mobility rehabilitation of persons with visual impairment, by allowing early-phase testing of electronic travel aid prototypes in safe, realistic, and controllable settings.
PMCID:10281573
PMID: 37339135
ISSN: 2767-3170
CID: 5542612

Data-Driven Quantitation of Movement Abnormality after Stroke

Parnandi, Avinash; Kaku, Aakash; Venkatesan, Anita; Pandit, Natasha; Fokas, Emily; Yu, Boyang; Kim, Grace; Nilsen, Dawn; Fernandez-Granda, Carlos; Schambra, Heidi
Stroke commonly affects the ability of the upper extremities (UEs) to move normally. In clinical settings, identifying and measuring movement abnormality is challenging due to the imprecision and impracticality of available assessments. These challenges interfere with therapeutic tracking, communication, and treatment. We thus sought to develop an approach that blends precision and pragmatism, combining high-dimensional motion capture with out-of-distribution (OOD) detection. We used an array of wearable inertial measurement units to capture upper body motion in healthy and chronic stroke subjects performing a semi-structured, unconstrained 3D tabletop task. After data were labeled by human coders, we trained two deep learning models exclusively on healthy subject data to classify elemental movements (functional primitives). We tested these healthy subject-trained models on previously unseen healthy and stroke motion data. We found that model confidence, indexed by prediction probabilities, was generally high for healthy test data but significantly dropped when encountering OOD stroke data. Prediction probabilities worsened with more severe motor impairment categories and were directly correlated with individual impairment scores. Data inputs from the paretic UE, rather than trunk, most strongly influenced model confidence. We demonstrate for the first time that using OOD detection with high-dimensional motion data can reveal clinically meaningful movement abnormality in subjects with chronic stroke.
PMCID:10294965
PMID: 37370579
ISSN: 2306-5354
CID: 5540232

Association of Brain Age, Lesion Volume, and Functional Outcome in Patients With Stroke

Liew, Sook-Lei; Schweighofer, Nicolas; Cole, James H; Zavaliangos-Petropulu, Artemis; Lo, Bethany P; Han, Laura K M; Hahn, Tim; Schmaal, Lianne; Donnelly, Miranda R; Jeong, Jessica N; Wang, Zhizhuo; Abdullah, Aisha; Kim, Jun H; Hutton, Alexandre; Barisano, Giuseppe; Borich, Michael R; Boyd, Lara A; Brodtmann, Amy; Buetefisch, Cathrin M; Byblow, Winston D; Cassidy, Jessica M; Charalambous, Charalambos C; Ciullo, Valentina; Conforto, Adriana Bastos; Dacosta-Aguayo, Rosalia; DiCarlo, Julie A; Domin, Martin; Dula, Adrienne N; Egorova-Brumley, Natalia; Feng, Wuwei; Geranmayeh, Fatemeh; Gregory, Chris M; Hanlon, Colleen A; Hayward, Kathryn; Holguin, Jess A; Hordacre, Brenton; Jahanshad, Neda; Kautz, Steven A; Khlif, Mohamed Salah; Kim, Hosung; Kuceyeski, Amy; Lin, David J; Liu, Jingchun; Lotze, Martin; MacIntosh, Bradley J; Margetis, John L; Mataro, Maria; Mohamed, Feroze B; Olafson, Emily R; Park, Gilsoon; Piras, Fabrizio; Revill, Kate P; Roberts, Pamela; Robertson, Andrew D; Sanossian, Nerses; Schambra, Heidi M; Seo, Na Jin; Soekadar, Surjo R; Spalletta, Gianfranco; Stinear, Cathy M; Taga, Myriam; Tang, Wai Kwong; Thielman, Greg T; Vecchio, Daniela; Ward, Nick S; Westlye, Lars T; Winstein, Carolee J; Wittenberg, George F; Wolf, Steven L; Wong, Kristin A; Yu, Chunshui; Cramer, Steven C; Thompson, Paul M
BACKGROUND AND OBJECTIVES:Functional outcomes after stroke are strongly related to focal injury measures. However, the role of global brain health is less clear. In this study, we examined the impact of brain age, a measure of neurobiological aging derived from whole-brain structural neuroimaging, on poststroke outcomes, with a focus on sensorimotor performance. We hypothesized that more lesion damage would result in older brain age, which would in turn be associated with poorer outcomes. Related, we expected that brain age would mediate the relationship between lesion damage and outcomes. Finally, we hypothesized that structural brain resilience, which we define in the context of stroke as younger brain age given matched lesion damage, would differentiate people with good vs poor outcomes. METHODS:We conducted a cross-sectional observational study using a multisite dataset of 3-dimensional brain structural MRIs and clinical measures from the ENIGMA Stroke Recovery. Brain age was calculated from 77 neuroanatomical features using a ridge regression model trained and validated on 4,314 healthy controls. We performed a 3-step mediation analysis with robust mixed-effects linear regression models to examine relationships between brain age, lesion damage, and stroke outcomes. We used propensity score matching and logistic regression to examine whether brain resilience predicts good vs poor outcomes in patients with matched lesion damage. RESULTS:= 0.004). DISCUSSION:We provide evidence that younger brain age is associated with superior poststroke outcomes and modifies the impact of focal damage. The inclusion of imaging-based assessments of brain age and brain resilience may improve the prediction of poststroke outcomes compared with focal injury measures alone, opening new possibilities for potential therapeutic targets.
PMCID:10186236
PMID: 37015818
ISSN: 1526-632x
CID: 5507842

The distribution of transcallosal inhibition to upper extremity muscles is altered in chronic stroke

Hayes, Leticia; Taga, Myriam; Charalambous, Charalambos C; Raju, Sharmila; Lin, Jing; Schambra, Heidi M
OBJECTIVE:To determine if the distribution of transcallosal inhibition (TI) acting on proximal and distal upper extremity muscles is altered in chronic stroke. METHODS:We examined thirteen healthy controls and sixteen mildly to moderately impaired chronic stroke patients. We used transcranial magnetic stimulation (TMS) to probe TI from the contralesional onto ipsilesional hemisphere (assigned in controls). We recorded the ipsilateral silent period in the paretic biceps (BIC) and first dorsal interosseous (FDI). We measured TI strength, distribution gradient (TI difference between muscles), and motor impairment (Fugl-Meyer Assessment). RESULTS:Both groups had stronger TI acting on their FDIs than BICs (p < 0.001). However, stroke patients also had stronger TI acting on their BICs than controls (p = 0.034), resulting in a flatter distribution of inhibition (p = 0.028). In patients, stronger FDI inhibition correlated with less hand impairment (p = 0.031); BIC inhibition was not correlated to impairment. CONCLUSION/CONCLUSIONS:TI is more evenly distributed to the paretic FDI and BIC in chronic stroke. The relative increase in proximal inhibition does not relate to better function, as it does distally. SIGNIFICANCE/CONCLUSIONS:The results expand our knowledge about segment-specific neurophysiology and its relevance to impairment after stroke.
PMID: 37224604
ISSN: 1878-5883
CID: 5503772

Exercise intolerance associated with impaired oxygen extraction in patients with long COVID

Norweg, Anna; Yao, Lanqiu; Barbuto, Scott; Nordvig, Anna S; Tarpey, Thaddeus; Collins, Eileen; Whiteson, Jonathan; Sweeney, Greg; Haas, Francois; Leddy, John
OBJECTIVE:Chronic mental and physical fatigue and post-exertional malaise are the more debilitating symptoms of long COVID-19. The study objective was to explore factors contributing to exercise intolerance in long COVID-19 to guide development of new therapies. Exercise capacity data of patients referred for a cardiopulmonary exercise test (CPET) and included in a COVID-19 Survivorship Registry at one urban health center were retrospectively analyzed. RESULTS:pulse peak % predicted (of 79 ± 12.9) was reduced, supporting impaired energy metabolism as a mechanism of exercise intolerance in long COVID, n = 59. We further identified blunted rise in heart rate peak during maximal CPET. Our preliminary analyses support therapies that optimize bioenergetics and improve oxygen utilization for treating long COVID-19.
PMCID:10108551
PMID: 37076024
ISSN: 1878-1519
CID: 5464512