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Zhou H, Yang W, Sun L, Huang L, Li S, Luo X, Jin Y, Sun W, Yan W, Li J, Ding X, He Y, Xie Z. RDLR: A Robust Deep Learning-Based Image Registration Method for Pediatric Retinal Images. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024:10.1007/s10278-024-01154-2. [PMID: 38874699 DOI: 10.1007/s10278-024-01154-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/24/2024] [Accepted: 05/24/2024] [Indexed: 06/15/2024]
Abstract
Retinal diseases stand as a primary cause of childhood blindness. Analyzing the progression of these diseases requires close attention to lesion morphology and spatial information. Standard image registration methods fail to accurately reconstruct pediatric fundus images containing significant distortion and blurring. To address this challenge, we proposed a robust deep learning-based image registration method (RDLR). The method consisted of two modules: registration module (RM) and panoramic view module (PVM). RM effectively integrated global and local feature information and learned prior information related to the orientation of images. PVM was capable of reconstructing spatial information in panoramic images. Furthermore, as the registration model was trained on over 280,000 pediatric fundus images, we introduced a registration annotation automatic generation process coupled with a quality control module to ensure the reliability of training data. We compared the performance of RDLR to the other methods, including conventional registration pipeline (CRP), voxel morph (WM), generalizable image matcher (GIM), and self-supervised techniques (SS). RDLR achieved significantly higher registration accuracy (average Dice score of 0.948) than the other methods (ranging from 0.491 to 0.802). The resulting panoramic retinal maps reconstructed by RDLR also demonstrated substantially higher fidelity (average Dice score of 0.960) compared to the other methods (ranging from 0.720 to 0.783). Overall, the proposed method addressed key challenges in pediatric retinal imaging, providing an effective solution to enhance disease diagnosis. Our source code is available at https://github.com/wuwusky/RobustDeepLeraningRegistration .
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Affiliation(s)
- Hao Zhou
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wenhan Yang
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Limei Sun
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Li Huang
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Songshan Li
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Xiaoling Luo
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Yili Jin
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Wei Sun
- Department of Ophthalmology, Guangdong Eye Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Wenjia Yan
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Jing Li
- Department of Ophthalmology, Guangdong Women and Children Hospital, Guangzhou, China
| | - Xiaoyan Ding
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
| | - Yao He
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
| | - Zhi Xie
- State Key Laboratory of Ophthalmology, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.
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Winkler SL, Finch D, Llanos I, Delikat J, Marszalek J, Rice C, Rakoczy C, Wang X, Pollard K, Cockerham GC. Retrospective Analysis of Vision Rehabilitation for Veterans With Traumatic Brain Injury-Related Vision Dysfunction. Mil Med 2023; 188:e2982-e2986. [PMID: 37186008 DOI: 10.1093/milmed/usad120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/14/2022] [Accepted: 04/03/2023] [Indexed: 05/17/2023] Open
Abstract
INTRODUCTION Traumatic brain injury (TBI) can trigger vision-based sequelae such as oculomotor and accommodative abnormalities, visual-vestibular integrative dysfunction, visual field loss, and photosensitivity. The need for diagnosis and management of TBI-related vision impairment has increased because of the increasing frequencies of combat warfighters returning from Iraq and Afghanistan with TBIs. The purpose of this research was to learn the sequelae of rehabilitation service delivery to veterans with TBI-related visual dysfunction after they are diagnosed. To accomplish this, we investigated vision rehabilitation assessments and interventions provided to veterans with TBI-related visual dysfunction at the Department of Veterans Affairs (VA) specialty polytrauma facilities for the 2 years following their injury. The research questions asked what assessments, interventions, and prescribed assistive devices were provided by VA specialty clinics (e.g., occupational therapy, polytrauma, and blind rehabilitation) and how service delivery was affected by demographic and clinical variables. MATERIALS AND METHODS A retrospective design was used to analyze VA data using natural language processing of unstructured clinician notes and logistic regression of structured data. Participants included 350 veterans with TBI who received rehabilitation at one of the five VA Polytrauma Rehabilitation Centers (Tampa, FL; Richmond, VA; Minneapolis, MN; San Antonio, TX; and Palo Alto, CA) between 2008 and 2017 and who were administered the 2008 congressionally mandated "Traumatic Brain Injury Specific Ocular Health and Visual Functioning Exam." The outcome variables were vision assessments, interventions, and prescribed assistive technology discovered via natural language processing of clinician notes as well as the vision rehabilitation specialty clinics providing the clinical care (polytrauma, occupational therapy, outpatient blind rehabilitation, inpatient blind rehabilitation, optometry, and low vision) extracted from VA structured administrative data. RESULTS Veterans receiving rehabilitation for TBI-related vision dysfunction were most frequently assessed for saccades, accommodation, visual field, and convergence. Intervention was provided most frequently for eye-hand coordination, saccades, accommodation, vergence, and binocular dysfunction. Technology provided included eyeglasses, wheelchair/scooter, walker/cane, aids for the blind, and computer. There was an overlap in the services provided by specialty clinics. Services available and delivered were significantly associated with the comorbidities of each patient and the specialty clinics available at each VA Polytrauma Rehabilitation Center. CONCLUSIONS The delivery of patient services should be driven by the needs of veterans and not by system-level factors such as the availability of specific vision rehabilitation services at specific locations. Traditional low vision and blind rehabilitation programs were not designed to treat the comorbidities and symptoms associated with TBI. To address this challenge, blind rehabilitation and neurologic recovery cross training is needed. Our findings document how five VA Polytrauma Rehabilitation Centers implemented this training in 2008. The next step is to extend and standardize this new paradigm to community care, where these post-deployment patients now reside.
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Affiliation(s)
- Sandra L Winkler
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
| | - Dezon Finch
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
| | - Imelda Llanos
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
| | - Jemy Delikat
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
| | - Jacob Marszalek
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
- Psychology Department, College of Arts and Sciences, University of Missouri, Kansas City, Kansas City, MO 64110, USA
| | - Candice Rice
- Physical Medicine and Rehabilitation Service, South Texas Veterans Health Care System, San Antonio, TX 78229, USA
| | - Chrystyna Rakoczy
- Research Service, James A. Haley Veterans' Hospital, Tampa, FL 33612, USA
| | - Xinping Wang
- Research Service, North Florida South Georgia Veteran Health Care System, Gainesville, FL 32608, USA
| | - Kendra Pollard
- Technology Based Eye Care Services, Veterans Affairs, Minneapolis, MN 55417, USA
- National Program Director, VHA Ophthalmology Service, Washington, DC 20420, USA
| | - Glenn C Cockerham
- National Program Director, VHA Ophthalmology Service, Washington, DC 20420, USA
- Stanford University School of Medicine, Stanford, CA 94305, USA
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Tsang T, Shidlofsky C, Mora V. The efficacy of neuro-optometric visual rehabilitation therapy in patients with visual snow syndrome. Front Neurol 2022; 13:999336. [PMID: 36545398 PMCID: PMC9760742 DOI: 10.3389/fneur.2022.999336] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 11/21/2022] [Indexed: 12/12/2022] Open
Abstract
Objective This study intends to evaluate the feasibility of Neuro-Optometric Rehabilitation Therapy (NORT) to treat Visual Snow Syndrome (VSS). This pilot study utilized the National Eye Institute Visual Function Questionnaire (NEI-VFQ-25) to assess quality of life (QOL) before and after treatment. Methods Twenty-one participants were recruited as successive intake patients diagnosed with VSS at the clinics of Dr. Terry Tsang Optometry, Inc and Neuro-Vision Associates of North Texas. Participants completed the NEI Visual Function Questionnaire 25-2000 edition and performed NORT, conducted by a neuro-optometrist or a qualified vision therapist. The NEI-VFQ-25 was administered before, at 6 weeks, and at 12 weeks of NORT to evaluate the effects of treatment on patient QOL. Results The participants demonstrated an improvement in QOL composite and subscale scores after 6 and 12 weeks of NORT treatment. The NEI-VFQ-25 composite scores from the pre-test (M = 68, SD = 18) and at 6 weeks of treatment (M = 75, SD = 17) indicate an improvement in QOL [t (20) = 4.0, p = 0.0007]. The NEI-VFQ-25 composite scores from pretest to 12 weeks of treatment showed further improvements. This trend of improvement on NEI-VFQ-25 composite scores continued into the 12th week (M = 77, SD = 17) of treatment [t (20) = 4.5, p = 0.0002]. The subscales of general vision, distance activities, near activities, social functioning, mental health, role difficulties and dependency also showed improvement. Conclusion Our results suggest that patients with VSS experience improvement in QOL in as little as 6 weeks, with further improvement by 12 weeks of NORT. This suggests NORT is an effective treatment option for managing the condition and improving QOL in patients with VSS, although a reduction in specific symptoms has yet to be demonstrated. This study provides justification that NORT warrants further investigation on VSS symptom reduction.
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Affiliation(s)
- Terry Tsang
- Dr. Terry Tsang Optometry, Inc., Irvine, CA, United States,*Correspondence: Terry Tsang
| | | | - Vanessa Mora
- Department of Research, Visual Snow Initiative, Miami, FL, United States
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Abbas Farishta R, Farivar R. Montreal Brain Injury Vision Screening Test for General Practitioners. Front Hum Neurosci 2022; 16:858378. [PMID: 35911590 PMCID: PMC9330036 DOI: 10.3389/fnhum.2022.858378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 06/10/2022] [Indexed: 11/13/2022] Open
Abstract
Visual disturbances are amongst the most commonly reported symptoms after a traumatic brain injury (TBI) despite vision testing being uncommon at initial clinical evaluation. TBI patients consistently present a wide range of visual complaints, including photophobia, double vision, blurred vision, and loss of vision which can detrimentally affect reading abilities, postural balance, and mobility. In most cases, especially in rural areas, visual disturbances of TBI would have to be diagnosed and assessed by primary care physicians, who lack the specialized training of optometry. Given that TBI patients have a restricted set of visual concerns, an opportunity exists to develop a screening protocol for specialized evaluation by optometrists—one that a primary care physician could comfortably carry out and do so in a short time. Here, we designed a quick screening protocol that assesses the presence of core visual symptoms present post-TBI. The MOBIVIS (Montreal Brain Injury Vision Screening) protocol takes on average 5 min to perform and is composed of only “high-yield” tests that could be performed in the context of a primary care practice and questions most likely to reveal symptoms needing further vision care management. The composition of our proposed protocol and questionnaire are explained and discussed in light of existing protocols. Its potential impact and ability to shape a better collaboration and an integrative approach in the management of mild TBI (mTBI) patients is also discussed.
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Affiliation(s)
- Reza Abbas Farishta
- McGill Vision Research Unit, Department of Ophthalmology and Vision Sciences, McGill University, Montréal, QC, Canada
- *Correspondence: Reza Abbas Farishta
| | - Reza Farivar
- McGill Vision Research Unit, Department of Ophthalmology and Vision Sciences, McGill University, Montréal, QC, Canada
- Research Institute of the McGill University Health Centre, McGill University, Montréal, QC, Canada
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Rauchman SH, Albert J, Pinkhasov A, Reiss AB. Mild-to-Moderate Traumatic Brain Injury: A Review with Focus on the Visual System. Neurol Int 2022; 14:453-470. [PMID: 35736619 PMCID: PMC9227114 DOI: 10.3390/neurolint14020038] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 05/23/2022] [Accepted: 05/25/2022] [Indexed: 02/01/2023] Open
Abstract
Traumatic Brain Injury (TBI) is a major global public health problem. Neurological damage from TBI may be mild, moderate, or severe and occurs both immediately at the time of impact (primary injury) and continues to evolve afterwards (secondary injury). In mild (m)TBI, common symptoms are headaches, dizziness and fatigue. Visual impairment is especially prevalent. Insomnia, attentional deficits and memory problems often occur. Neuroimaging methods for the management of TBI include computed tomography and magnetic resonance imaging. The location and the extent of injuries determine the motor and/or sensory deficits that result. Parietal lobe damage can lead to deficits in sensorimotor function, memory, and attention span. The processing of visual information may be disrupted, with consequences such as poor hand-eye coordination and balance. TBI may cause lesions in the occipital or parietal lobe that leave the TBI patient with incomplete homonymous hemianopia. Overall, TBI can interfere with everyday life by compromising the ability to work, sleep, drive, read, communicate and perform numerous activities previously taken for granted. Treatment and rehabilitation options available to TBI sufferers are inadequate and there is a pressing need for new ways to help these patients to optimize their functioning and maintain productivity and participation in life activities, family and community.
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Affiliation(s)
- Steven H. Rauchman
- The Fresno Institute of Neuroscience, Fresno, CA 93730, USA
- Correspondence:
| | - Jacqueline Albert
- Department of Medicine, Biomedical Research Institute, NYU Long Island School of Medicine, Mineola, NY 11501, USA; (J.A.); (A.B.R.)
| | - Aaron Pinkhasov
- Department of Psychiatry, NYU Long Island School of Medicine, Mineola, NY 11501, USA;
| | - Allison B. Reiss
- Department of Medicine, Biomedical Research Institute, NYU Long Island School of Medicine, Mineola, NY 11501, USA; (J.A.); (A.B.R.)
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Monitoring Eye Movements Depending on the Type of Visual Stimulus in Patients with Impaired Consciousness Due to Brain Damage. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19106280. [PMID: 35627817 PMCID: PMC9140856 DOI: 10.3390/ijerph19106280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 05/15/2022] [Accepted: 05/20/2022] [Indexed: 02/06/2023]
Abstract
The eyeballs are often the only way to communicate messages as a result of brain damage. However, it is not uncommon for them to become dysfunctional, thus requiring the introduction of appropriate therapy. The trajectory of eye movements (saccadic movements and gaze fixation) during observation of a static and dynamic point presented with an eye tracker was analyzed in the present study. Twelve patients with brain injury of different etiology, with different degrees of consciousness disorders and not communicating through verbal and motor skills, qualified for the study. All participants demonstrated greater eye movement activity when presented with a dynamic task in which they observed a moving point. The findings suggest that effective eye movement therapy must incorporate dynamic stimuli.
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Honig MG, Del Mar NA, Henderson DL, O'Neal D, Yammanur M, Cox R, Li C, Perry AM, Moore BM, Reiner A. Raloxifene, a cannabinoid type-2 receptor inverse agonist, mitigates visual deficits and pathology and modulates microglia after ocular blast. Exp Eye Res 2022; 218:108966. [PMID: 35143834 DOI: 10.1016/j.exer.2022.108966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 01/04/2022] [Accepted: 01/24/2022] [Indexed: 11/19/2022]
Abstract
Visual deficits after ocular blast injury (OBI) are common, but pharmacological approaches to improve long-term outcomes have not been identified. Blast forces frequently damage the retina and optic nerves, and work on experimental animals has shown the pro-inflammatory actions of microglia can further exacerbate such injuries. Cannabinoid type-2 receptor (CB2) inverse agonists specifically target activated microglia, biasing them away from the harmful pro-inflammatory M1 state toward the helpful reparative M2 state. We previously found that treating mice with CB2 inverse agonists after traumatic brain injury, produced by either focal cranial air blast or dorsal cranial impact, greatly attenuated the visual deficits and pathology that otherwise resulted. Here we examined the consequences of single and repeat OBI and the benefit provided by raloxifene, an FDA-approved estrogen receptor drug that possesses noteworthy CB2 inverse agonism. After single OBI, although the amplitudes of the A- and B-waves of the electroretinogram and pupil light response appeared to be normal, the mice showed hints of deficits in contrast sensitivity and visual acuity, a trend toward optic nerve axon loss, and significantly increased light aversion, which were reversed by 2 weeks of daily treatment with raloxifene. Mice subjected to repeat OBI (5 blasts spaced 1 min apart), exhibited more severe visual deficits, including decreases in contrast sensitivity, visual acuity, the amplitudes of the A- and B-waves of the electroretinogram, light aversion, and resting pupil diameter (i.e. hyperconstriction), accompanied by the loss of photoreceptor cells and optic nerve axons, nearly all of which were mitigated by raloxifene. Interestingly, optic nerve axon abundance was strongly correlated with contrast sensitivity and visual acuity across all groups of experimental mice in the repeat OBI study, suggesting optic nerve axon loss with rOBI and its attenuation with raloxifene are associated with the extent of these two deficits while photoreceptor abundance was highly correlated with A-wave amplitude and resting pupil size, suggesting a prominent role for photoreceptors in these two deficits. Quantitative PCR (qPCR) showed levels of M1-type microglial markers (e.g. iNOS, IL1β, TNFα, and CD32) in retina, optic nerve, and thalamus were increased 3 days after repeat OBI. With raloxifene treatment, the overall expression of M1 markers was more similar to that in sham mice. Raloxifene treatment was also associated with the elevation of IL10 transcripts in all three tissues compared to repeat OBI alone, but the results for the three other M2 microglial markers we examined were more varied. Taken together, the qPCR results suggest that raloxifene benefit for visual function and pathology was associated with a lessening of the pro-inflammatory actions of microglia. The benefit we find for raloxifene following OBI provides a strong basis for phase-2 efficacy testing in human clinical trials for treating ocular injury.
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Affiliation(s)
- Marcia G Honig
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Nobel A Del Mar
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Desmond L Henderson
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Dylan O'Neal
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Meghna Yammanur
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Rachel Cox
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Chunyan Li
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Aaron M Perry
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Bob M Moore
- Department of Pharmaceutical Sciences, The University of Tennessee Health Science Center, Memphis, TN, 38163, USA
| | - Anton Reiner
- Department of Anatomy and Neurobiology(,) the University of Tennessee Health Science Center, Memphis, TN, 38163, USA; Department of Ophthalmology, The University of Tennessee Health Science Center, Memphis, TN, 38163, USA.
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Winkler SL, Marszalek J, Wang X, Finch D, Rakoczy C, Delikat J, Kelleher V, Williams M, Zuniga E, Rice C, Pollard K, Cockerham G. Veterans with Traumatic Brain Injury-related Ocular Injury and Vision Dysfunction: Vision Rehabilitation Utilization. Optom Vis Sci 2022; 99:3-8. [PMID: 34882609 DOI: 10.1097/opx.0000000000001824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
SIGNIFICANCE Visual dysfunction is frequently associated with traumatic brain injury (TBI). Although evidence regarding the prevalence of symptoms of this population has been published, little is known about health care utilization. A retrospective review of the data derived from the Department of Veterans Affairs (VA)-mandated "Traumatic Brain Injury Specific Ocular Health and Visual Functioning Examination for Polytrauma Rehabilitation Center Patients" provided a unique opportunity to investigate vision rehabilitation utilization. PURPOSE The purpose of this study was to understand (a) the frequency of vision rehabilitation follow-up visits at 6, 12, and 24 months; (b) the association between follow-up and demographic, comorbidity, and severity of TBI covariates as well as ocular and visual symptoms, geographic access, and evaluating facility; and (c) why some veterans did not follow up with recommendations. METHODS Retrospective and survey designs were used. The sample included 2458 veterans who served in the Operation Enduring Freedom/Operation Iraqi Freedom conflicts and received care at one of the five VA Polytrauma Rehabilitation Centers between January 1, 2008, and December 31, 2017. Quantitative and qualitative descriptive analyses and stepwise logistic regression were performed. RESULTS About 60% of veterans followed up with recommended vision rehabilitation with visits equally split between VA Polytrauma Rehabilitation Centers and community VA facilities. For each 10-year increase in age, there was a corresponding reduction of 12% in the odds of follow-up. Veterans with decreased visual field had 50% greater odds of follow-up than those who did not. Veterans with difficulty reading had 59% greater odds of follow-up than those who did not. Those who had a double vision had 45% greater odds of follow-up than those who did not. CONCLUSIONS Our findings suggest that the need for vision rehabilitation may extend as long as 2 years after TBI. Access to vision rehabilitation is complicated by the paucity of available neuro-optometric services.
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Affiliation(s)
| | | | - Xinping Wang
- North Florida South Georgia Veteran Health Care System, Gainesville, Florida
| | | | | | | | | | - Michael Williams
- VA National Program Office, Blind Rehabilitation Service, Washington, DC
| | - Esteban Zuniga
- VA National Program Office, Blind Rehabilitation Service, Washington, DC
| | - Candice Rice
- Lexington VA Health Care System, Lexington, Kentucky
| | - Kendra Pollard
- Minneapolis VA Healthcare System, Minneapolis, Minnesota
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Honig MG, Del Mar NA, Henderson DL, O'Neal D, Doty JB, Cox R, Li C, Perry AM, Moore BM, Reiner A. Raloxifene Modulates Microglia and Rescues Visual Deficits and Pathology After Impact Traumatic Brain Injury. Front Neurosci 2021; 15:701317. [PMID: 34776838 PMCID: PMC8585747 DOI: 10.3389/fnins.2021.701317] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 09/07/2021] [Indexed: 11/29/2022] Open
Abstract
Mild traumatic brain injury (TBI) involves widespread axonal injury and activation of microglia, which initiates secondary processes that worsen the TBI outcome. The upregulation of cannabinoid type-2 receptors (CB2) when microglia become activated allows CB2-binding drugs to selectively target microglia. CB2 inverse agonists modulate activated microglia by shifting them away from the harmful pro-inflammatory M1 state toward the helpful reparative M2 state and thus can stem secondary injury cascades. We previously found that treatment with the CB2 inverse agonist SMM-189 after mild TBI in mice produced by focal cranial blast rescues visual deficits and the optic nerve axon loss that would otherwise result. We have further shown that raloxifene, which is Food and Drug Administration (FDA)-approved as an estrogen receptor modulator to treat osteoporosis, but also possesses CB2 inverse agonism, yields similar benefit in this TBI model through its modulation of microglia. As many different traumatic events produce TBI in humans, it is widely acknowledged that diverse animal models must be used in evaluating possible therapies. Here we examine the consequences of TBI created by blunt impact to the mouse head for visual function and associated pathologies and assess raloxifene benefit. We found that mice subjected to impact TBI exhibited decreases in contrast sensitivity and the B-wave of the electroretinogram, increases in light aversion and resting pupil diameter, and optic nerve axon loss, which were rescued by daily injection of raloxifene at 5 or 10 mg/ml for 2 weeks. Raloxifene treatment was associated with reduced M1 activation and/or enhanced M2 activation in retina, optic nerve, and optic tract after impact TBI. Our results suggest that the higher raloxifene dose, in particular, may be therapeutic for the optic nerve by enhancing the phagocytosis of axonal debris that would otherwise promote inflammation, thereby salvaging less damaged axons. Our current work, together with our prior studies, shows that microglial activation drives secondary injury processes after both impact and cranial blast TBI and raloxifene mitigates microglial activation and visual system injury in both cases. The results thus provide a strong basis for phase 2 human clinical trials evaluating raloxifene as a TBI therapy.
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Affiliation(s)
- Marcia G Honig
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Nobel A Del Mar
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Desmond L Henderson
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Dylan O'Neal
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - John B Doty
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Rachel Cox
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Chunyan Li
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Aaron M Perry
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Bob M Moore
- Department of Pharmaceutical Sciences, The University of Tennessee Health Science Center, Memphis, TN, United States
| | - Anton Reiner
- Department of Anatomy and Neurobiology, The University of Tennessee Health Science Center, Memphis, TN, United States.,Department of Ophthalmology, The University of Tennessee Health Science Center, Memphis, TN, United States
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Liang F, Kang N, Li P, Liu X, Li G, Yang J. Effect of Hyperbaric Oxygen Therapy on Polarization Phenotype of Rat Microglia After Traumatic Brain Injury. Front Neurol 2021; 12:640816. [PMID: 34149591 PMCID: PMC8209338 DOI: 10.3389/fneur.2021.640816] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 04/09/2021] [Indexed: 11/13/2022] Open
Abstract
Background: The neurological defect caused by secondary damage following traumatic brain injury (TBI) is considered critical for the management of TBI. Microglia (MG) are a resident brain macrophage that could differentiate into M1 type or M2 type in response to injury and repair. It is known that the MG transition from M1 phenotype to anti-inflammatory M2 phenotype might reduce secondary injury of TBI. So, a TBI animal model was established and we compared biomarkers of M1 and M2MG between the controls and experimental animals receiving hyperbaric oxygen therapy (HBOT). This study aimed to explore whether HBOT was an effective method to improve neural functional recovery via promoting the polarization of MG into M2 after TBI. Methods: The rats were randomly divided into four groups: SH (Sham-operated), SH + HBO (hyperbaric oxygen), TBI, and TBI + HBO. Each group included 42 rats, and each of these were divided into the following groups: 1, 6, 12, 24, 72 h, 7, and 14 days. The expression of M1 biomarker inducible nitric oxide synthase (iNOS), M2 biomarker arginase 1 (Arg1), associated cytokine tumor necrosis factor-α (TNF-α), and transforming growth factor-β1 (TGF-β1) was evaluated after the observation time. Results: TBI significantly increased the expression levels of M1 marker iNOS and M2 markers Arg1 at different time points. The increased expression of iNOS was suppressed, while the expression level of Arg1 was enhanced by HBOT. Moreover, HBOT suppressed the pro-inflammatory TNF-α secreted by M1, and promoting the anti-inflammatory TGF-1β. Conclusions: In the present study, HBOT showed the effects on shift of M1 toward M2 phenotype with increased expression of M2 biomarkers and decreased expression of M1 biomarkers in the early stage after TBI.
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Affiliation(s)
- Fang Liang
- Department of Hyperbaric Oxygen, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Nan Kang
- Department of Orthopedics, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Pinpin Li
- Department of Hyperbaric Oxygen, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Xuehua Liu
- Department of Hyperbaric Oxygen, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Ge Li
- Department of Hyperbaric Oxygen, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Jing Yang
- Department of Hyperbaric Oxygen, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
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Hreha K, Weden K, Perea J, Roberts P, Rizzo JR. A Model for Vision Rehabilitation and the Role of the Physiatrist on the Interdisciplinary Team. Am J Phys Med Rehabil 2021; 100:e80-e81. [PMID: 32701638 PMCID: PMC9704747 DOI: 10.1097/phm.0000000000001544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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12
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Linder SM, Koop MM, Tucker D, Guzi K, Gray DC, Alberts JL. Development and Validation of a Mobile Application to Detect Visual Dysfunction Following Mild Traumatic Brain Injury. Mil Med 2021; 186:584-591. [PMID: 33499531 DOI: 10.1093/milmed/usaa360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/11/2020] [Accepted: 09/22/2020] [Indexed: 11/14/2022] Open
Abstract
INTRODUCTION Following mild traumatic brain injury, visual dysfunction is a common occurrence, yet the condition often goes undiagnosed. A mobile application was developed to measure aspects of visual acuity and oculomotor function. The aim of this project was to validate the newly developed suite of outcomes conducive for use in the field to detect visual dysfunction. MATERIALS AND METHODS A custom mobile application was developed on an Apple iPad using iOS operating system software version 11.0 in Objective C to measure near point of convergence (NPC), distance visual acuity, reading fluency, and self-rated convergence insufficiency (CI). To determine construct validity, 50 healthy young adults were administered NPC and distance visual acuity assessments using the iPad and standard clinical approaches. A ruler measurement was obtained simultaneous to the iPad NPC measurement to determine measurement accuracy. All testing was administered by a licensed optometrist and the order of testing (iPad versus clinical) was randomized. RESULTS The correlation coefficient between the iPad and clinical measurements of NPC was 0.893, while iPad and ruler measurement was 0.947. Modest accordance was found between iPad and wall chart measures assessing distance visual acuity. A ceiling effect was evident with use of a wall chart to determine distance visual acuity. Healthy young adults scored a mean (SD) of 13.0 (7.4) on the Convergence Insufficiency Symptom Survey. Reading fluency was highly variable with a mean (SD) of 291 (119) words per minute. CONCLUSIONS iPad measures of NPC were highly correlated with clinical measures, while visual acuity measured with the iPad showed modest correlation. Nonetheless, the suite of visual assessments provide value as screening tools, and when used in combination with reading fluency assessment and self-reported CI may be effective in identifying visual dysfunction following mild traumatic brain injury.
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Affiliation(s)
- Susan M Linder
- Department of Physical Medicine and Rehabilitation, Cleveland Clinic, Cleveland, OH 44195, USA.,Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Mandy Miller Koop
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Diane Tucker
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Karen Guzi
- Department of Emergency Medicine, Cleveland Clinic, Cleveland, OH 44195, USA.,Case Western Reserve University School of Nursing, Samson Pavilion, Cleveland, OH 44106, USA
| | - Daniel C Gray
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Jay L Alberts
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH 44195, USA.,Department of biomedical engineering and the center for Neurologic Restoration, Cleveland Clinic, Cleveland, OH 44195, USA
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Bliss RA, Long A, Anderson C, Niederee A, Arellanes H, Quinlin K. Gaze stabilization function does not predict injury incidence among collegiate athletes. TRANSLATIONAL SPORTS MEDICINE 2021. [DOI: 10.1002/tsm2.228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Rebecca A. Bliss
- Department of Physical Therapy University of Saint Mary Leavenworth KS USA
| | - Addie Long
- Department of Physical Therapy University of Saint Mary Leavenworth KS USA
| | - Chloe Anderson
- Department of Physical Therapy University of Saint Mary Leavenworth KS USA
| | - Allison Niederee
- Department of Physical Therapy University of Saint Mary Leavenworth KS USA
| | - Hannah Arellanes
- Department of Physical Therapy University of Saint Mary Leavenworth KS USA
| | - Kelly Quinlin
- Athletic Department Northwest Missouri State University Maryville MO USA
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Clinical Practice Guidelines for Occupational Therapists in the Evaluation and Treatment of Oculomotor Impairment Following Traumatic Brain Injury. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2021; 9:93-99. [PMID: 34094719 PMCID: PMC8171233 DOI: 10.1007/s40141-021-00310-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2021] [Indexed: 02/08/2023]
Abstract
Purpose of review Currently, a lack of guidelines exists regarding best practices for occupational therapists (OTs) in the treatment and evaluation of oculomotor dysfunction following traumatic brain injury (TBI). Furthermore, individuals with TBI would benefit significantly from collaboration between OTs and optometrists during inpatient rehab. Recent findings Although few articles examine interdisciplinary models of inpatient rehab care that include optometry, a recent pilot study is explored. Emerging evidence from the field of optometry supports the use of restorative approaches for oculomotor impairment in mild TBI; however, cases with moderate to severe TBI are not addressed. Summary We describe an interdisciplinary approach involving collaboration between optometry and occupational therapy, yielding a comprehensive model to effectively evaluate and treat oculomotor impairments in those with TBI and facilitate improved performance in daily activities. We also provide guidelines useful for OTs working in settings where collaboration with optometry is not feasible.
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Utilizing the Biopsychosocial Model in Concussion Treatment: Post-Traumatic Headache and beyond. Curr Pain Headache Rep 2020; 24:44. [PMID: 32594258 DOI: 10.1007/s11916-020-00870-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
PURPOSE OF REVIEW To discuss recent literature concerning the application of the biopsychosocial model in the management of concussion and post-concussion headache. RECENT FINDINGS Current research suggests that the biopsychosocial model is applicable to the concussion management process, particularly management of post-concussion headache. Such application is best illustrated by current active treatment strategies such as exercise, multifaceted rehabilitation, and psychosocial interventions targeting improved patient outcomes. Overall, the biopsychosocial model has significant applications to the management of concussion, particularly post-concussion headache. Presentation and recovery following concussion and post-traumatic headache is multifaceted and includes the continuum of biological, psychological, and social considerations. In order to fully understand the widespread clinical utility and application of such models, there is a continued need for researcher, practitioner, and patient integration and collaboration to determine the most effective assessment and treatment strategies.
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