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Fang D, Li WT, Liang J, Chen L, Dou NX, Zheng HY, Huang CF, Xie T, Zhuang YJ, Li PF, Mao XX, Zhang SC. Acute primary angle closure during the Omicron outbreak. Int J Ophthalmol 2024; 17:1337-1343. [PMID: 39026904 PMCID: PMC11246924 DOI: 10.18240/ijo.2024.07.20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 04/03/2024] [Indexed: 07/20/2024] Open
Abstract
AIM To investigate Omicron's impact on clinical presentation of acute primary angle closure (APAC) in China. METHODS A consecutive case series with historical controls was conducted at Shenzhen Eye Hospital, the largest specialized hospital in Shenzhen, China. Medical records from a two-month period during the Omicron pandemic (December 1, 2022, to January 31, 2023) were compared with records from two control groups (12/2018-1/2019 and 12/2021-1/2022) before pandemic. Patients with APAC were included, and the prevalence of APAC and demographic characteristics in Omicron-infected and non-infected patients were compared. RESULTS Seventy-one (23.43%) out of 303 patients were diagnosed with APAC in the pandemic cohort, which was 2.98 and 2.61 times higher than that in control cohorts (7.87% in 2019, 8.96% in 2022, P<0.001). The pandemic cohort has significantly higher Omicron-infected rate (78.87% vs 0 vs 0; P<0.001), lower proportion of glaucoma history (16.90% vs 42.86% vs 41.67%, P=0.005), higher surgical rate (95.77% vs 83.33% vs 78.57%, P=0.024), higher total medical costs and larger pupil diameter (5.63±0.15 vs 4.68±0.15 vs 4.69±0.22 mm, P<0.01). In 83% Omicron-infected patients, ocular symptoms appeared within 3d after systemic symptoms onset. In multivariate analysis, Omicron infection (P<0.001) was the only independent predictor of pupil diameter. CONCLUSION In the Omicron epidemic in China, there is an increase of prevalence and severity of APAC, particularly focusing on the first 3d following infection.
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Affiliation(s)
- Dong Fang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Wang-Ting Li
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Jia Liang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Lu Chen
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Ning-Xin Dou
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Hui-Yan Zheng
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Can-Feng Huang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Ting Xie
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Yi-Jing Zhuang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Peng-Feng Li
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Xing-Xing Mao
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
| | - Shao-Chong Zhang
- Shenzhen Eye Hospital, Jinan University, Shenzhen Key Laboratory of Ophthalmology, Shenzhen 518040, Guangdong Province, China
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Çakır GY, Paşaoğlu IB, Çakır İ, Solmaz B. Adie's tonic pupil after COVID-19: a case report and literature review. Rom J Ophthalmol 2024; 68:89-91. [PMID: 39006340 PMCID: PMC11238870 DOI: 10.22336/rjo.2024.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2024] [Indexed: 07/16/2024] Open
Abstract
Objective: Various neurological complications have been reported after COVID-19. The study aimed to document an unusual case of Adie's tonic pupil following COVID-19. Methods: The study was a case report. Results: A 28-year-old female had suffered a flu-like disease about 2 months before and the SARSCoV-2 polymerase chain reaction test at that time was positive. Two weeks after infection she noticed an asymmetry between the pupils. The only pathological finding on examination was anisocoria with a larger left pupil in ambient light. Light reflexes were observed in the right eye, while in the left eye, they were absent. Also, there was no near response in the left pupil. A 0.1% pilocarpine test results validated Adie's pupil diagnosis. After one year of follow-up, the anisocoria decreased but did not completely recover. Discussion: COVID-19 may cause damage to neural structures due to autoimmune ways by activating immune pathways or because of vascular complications that may affect the vasa nervorum. Adie's tonic pupil is often idiopathic, but it may develop following viral infection. Conclusions: Ocular complications that involve pupil abnormalities may manifest following COVID-19. In the cases of Adie's tonic pupil, infectious diseases, including COVID-19, should be questioned. Abbreviations: RT PCR = reverse transcription polymerase chain reaction.
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Affiliation(s)
- Gülay Yalçınkaya Çakır
- University of Health Sciences Turkey, Beyoglu Eye Training and Research Hospital, Istanbul, Turkey
| | - Işıl Başgil Paşaoğlu
- University of Health Sciences Turkey, Beyoglu Eye Training and Research Hospital, Istanbul, Turkey
| | - İhsan Çakır
- University of Health Sciences Turkey, Beyoglu Eye Training and Research Hospital, Istanbul, Turkey
| | - Banu Solmaz
- Ophthalmology Department, Medipol University, Faculty of Medicine, Istanbul, Turkey
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Ali AMS, Gul W, Sen J, Hewitt SJ, Olubajo F, McMahon C. Evaluating the utility of quantitative pupillometry in a neuro-critical care setting for the monitoring of intracranial pressure: A prospective cohort study. Clin Neurol Neurosurg 2024; 239:108215. [PMID: 38447480 DOI: 10.1016/j.clineuro.2024.108215] [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: 12/17/2023] [Revised: 02/26/2024] [Accepted: 02/28/2024] [Indexed: 03/08/2024]
Abstract
INTRODUCTION Assessment of the pupillary light reflex (PLR) is key in intensive care monitoring of neurosurgical patients, particularly for monitoring intracranial pressure (ICP). Quantitative pupillometry using a handheld pupillometer is a reliable method for PLR assessment. However, many variables are derived from such devices. We therefore aimed to assess the performance of these variables at monitoring ICP. METHODS Sedated patients admitted to neurocritical care in a tertiary neurosurgical centre with invasive ICP monitoring were included. Hourly measurement of ICP, subjective pupillometry (SP) using a pen torch device, and quantitative pupillometry (QP) using a handheld pupillometer were performed. RESULTS 561 paired ICP, SP and QP pupillary observations from nine patients were obtained (1122 total pupillary observations). SP and QP had a moderate concordance for pupillary size (κ=0.62). SP performed poorly at detecting pupillary size changes (sensitivity=24%). In 40 (3.6%) observations, SP failed to detect a pupillary response whereas QP did. Moderate correlations with ICP were detected for maximum constriction velocity (MCV), dilation velocity (DV), and percentage change in pupillary diameter (%C). Discriminatory ability at an ICP threshold of >22 mmHg was moderate for MCV (AUC=0.631), DV (AUC=0.616), %C (AUC=0.602), and pupillary maximum size (AUC=0.625). CONCLUSION QP is superior to SP at monitoring pupillary reactivity and changes to pupillary size. Although effect sizes were moderate to weak across assessed variables, our data indicates MCV and %C as the most sensitive variables for monitoring ICP. Further study is required to validate these findings and to establish normal range cut-offs for clinical use.
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Affiliation(s)
- Ahmad M S Ali
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK.
| | - Wisha Gul
- St Helens and Knowsley NHS Foundation Trust, Prescot, UK
| | - Jon Sen
- School of Medicine, Keele University, Newcastle-under-Lyme, UK
| | - Sarah-Jane Hewitt
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Farouk Olubajo
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Catherine McMahon
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
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Zaidi AK, Dehgani-Mobaraki P. Long Covid. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2024; 202:113-125. [PMID: 38237983 DOI: 10.1016/bs.pmbts.2023.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2024]
Abstract
Long COVID, also known as post-acute sequelae of SARS-CoV-2 infection (PASC), refers to a constellation of persistent symptoms and health issues that continue beyond the acute phase of COVID-19. This chapter provides an overview of the pathogenesis, risk factors, manifestations, major findings, and diagnosis and treatment strategies associated with Long COVID. Hypotheses regarding the pathogenesis of Long COVID are discussed, encompassing various factors such as persistent viral reservoirs, immune dysregulation with or without reactivation of herpesviruses (e.g., Epstein-Barr Virus and human herpesvirus), dysbiosis, autoimmunity triggered by infection, endothelial dysfunction, microvessel blood clotting, and dysfunctional brainstem and/or vagal signaling. The chapter also highlights the risk factors associated with Long COVID and its occurrence in children. The major findings of Long COVID, including immune dysregulation, vessel and tissue damage, neurological and cognitive pathology, eye symptoms, endocrinal issues, myalgic encephalomyelitis and chronic fatigue syndrome, reproductive system involvement, respiratory and gastrointestinal symptoms, and the chronology of symptoms, are thoroughly explored. Lastly, the chapter discusses the challenges and current approaches in the diagnosis and treatment of Long COVID, emphasizing the need for multidisciplinary care and individualized management strategies.
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Affiliation(s)
| | - Puya Dehgani-Mobaraki
- Founder and President, Associazione Naso Sano, Ringgold Institution ID 567754, San Mariano, Italy
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Corrêa BDC, Santos EGR, Belgamo A, Pinto GHL, Xavier SS, Silva CC, Dias ÁRN, Paranhos ACM, Cabral ADS, Callegari B, Costa e Silva ADA, Quaresma JAS, Falcão LFM, Souza GS. Smartphone-based evaluation of static balance and mobility in long-lasting COVID-19 patients. Front Neurol 2023; 14:1277408. [PMID: 38148981 PMCID: PMC10750373 DOI: 10.3389/fneur.2023.1277408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 11/20/2023] [Indexed: 12/28/2023] Open
Abstract
Background SARS-CoV-2 infection can lead to a variety of persistent sequelae, collectively known as long COVID-19. Deficits in postural balance have been reported in patients several months after COVID-19 infection. The purpose of this study was to evaluate the static balance and balance of individuals with long COVID-19 using inertial sensors in smartphones. Methods A total of 73 participants were included in this study, of which 41 had long COVID-19 and 32 served as controls. All participants in the long COVID-19 group reported physical complaints for at least 7 months after SARS-CoV-2 infection. Participants were evaluated using a built-in inertial sensor of a smartphone attached to the low back, which recorded inertial signals during a static balance and mobility task (timed up and go test). The parameters of static balance and mobility obtained from both groups were compared. Results The groups were matched for age and BMI. Of the 41 participants in the long COVID-19 group, 22 reported balance impairment and 33 had impaired balance in the Sharpened Romberg test. Static balance assessment revealed that the long COVID-19 group had greater postural instability with both eyes open and closed than the control group. In the TUG test, the long COVID-19 group showed greater acceleration during the sit-to-stand transition compared to the control group. Conclusion The smartphone was feasible to identify losses in the balance motor control and mobility of patients with long-lasting symptomatic COVID-19 even after several months or years. Attention to the balance impairment experienced by these patients could help prevent falls and improve their quality of life, and the use of the smartphone can expand this monitoring for a broader population.
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Affiliation(s)
| | | | | | | | - Stanley Soares Xavier
- Centro de Ciências Biológicas e da Saúde, Universidade do Estado do Pará, Belém, Brazil
| | - Camilla Costa Silva
- Centro de Ciências Biológicas e da Saúde, Universidade do Estado do Pará, Belém, Brazil
| | | | - Alna Carolina Mendes Paranhos
- Centro de Ciências Biológicas e da Saúde, Universidade do Estado do Pará, Belém, Brazil
- Núcleo de Medicina Tropical, Universidade Federal do Pará, Belém, Brazil
| | | | - Bianca Callegari
- Instituto de Ciências da Saúde, Universidade Federal do Pará, Belém, Brazil
| | | | - Juarez Antônio Simões Quaresma
- Centro de Ciências Biológicas e da Saúde, Universidade do Estado do Pará, Belém, Brazil
- School of Medicine, São Paulo University, São Paulo, São Paulo, Brazil
| | | | - Givago Silva Souza
- Núcleo de Medicina Tropical, Universidade Federal do Pará, Belém, Brazil
- Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
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6
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Azcue N, Del Pino R, Acera M, Fernández-Valle T, Ayo-Mentxakatorre N, Pérez-Concha T, Murueta-Goyena A, Lafuente JV, Prada A, López de Munain A, Ruiz Irastorza G, Martín-Iglesias D, Ribacoba L, Gabilondo I, Gómez-Esteban JC, Tijero-Merino B. Dysautonomia and small fiber neuropathy in post-COVID condition and Chronic Fatigue Syndrome. J Transl Med 2023; 21:814. [PMID: 37968647 PMCID: PMC10648633 DOI: 10.1186/s12967-023-04678-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 10/28/2023] [Indexed: 11/17/2023] Open
Abstract
BACKGROUND Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) and post-COVID condition can present similarities such as fatigue, brain fog, autonomic and neuropathic symptoms. METHODS The study included 87 patients with post-COVID condition, 50 patients with ME/CFS, and 50 healthy controls (HC). The hemodynamic autonomic function was evaluated using the deep breathing technique, Valsalva maneuver, and Tilt test. The presence of autonomic and sensory small fiber neuropathy (SFN) was assessed with the Sudoscan and with heat and cold evoked potentials, respectively. Finally, a complete neuropsychological evaluation was performed. The objective of this study was to analyze and compare the autonomic and neuropathic symptoms in post-COVID condition with ME/CFS, and HC, as well as, analyze the relationship of these symptoms with cognition and fatigue. RESULTS Statistically significant differences were found between groups in heart rate using the Kruskal-Wallis test (H), with ME/CFS group presenting the highest (H = 18.3; p ≤ .001). The Postural Orthostatic Tachycardia Syndrome (POTS), and pathological values in palms on the Sudoscan were found in 31% and 34% of ME/CFS, and 13.8% and 19.5% of post-COVID patients, respectively. Concerning evoked potentials, statistically significant differences were found in response latency to heat stimuli between groups (H = 23.6; p ≤ .01). Latency was highest in ME/CFS, and lowest in HC. Regarding cognition, lower parasympathetic activation was associated with worse cognitive performance. CONCLUSIONS Both syndromes were characterized by inappropriate tachycardia at rest, with a high percentage of patients with POTS. The prolonged latencies for heat stimuli suggested damage to unmyelinated fibers. The higher proportion of patients with pathological results for upper extremities on the Sudoscan suggested a non-length-dependent SFN.
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Affiliation(s)
- N Azcue
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
| | - R Del Pino
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain.
| | - M Acera
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
| | - T Fernández-Valle
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
- Department of Neurology, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
- Department of Neurosciences, University of the Basque Country UPV/EHU, Leioa, Spain
| | - N Ayo-Mentxakatorre
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
| | - T Pérez-Concha
- Department of Neurology, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
- Department of Medicine, School of Medicine, University of Deusto, Bilbao, Spain
| | - A Murueta-Goyena
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
- Department of Neurosciences, University of the Basque Country UPV/EHU, Leioa, Spain
| | - J V Lafuente
- Department of Neurosciences, University of the Basque Country UPV/EHU, Leioa, Spain
| | - A Prada
- Department of Immunology, Donostia University Hospital-OSAKIDETZA, San Sebastián, Spain
- Spanish Network for the Research in Multiple Sclerosis, San Sebastian, Spain
| | - A López de Munain
- Department of Neurology, Donostia University Hospital-OSAKIDETZA, San Sebastián, Spain
- Department of Neurosciences, Biodonostia Health Research Institute, San Sebastián, Spain
- Department of Neurosciences, University of the Basque Country UPV-EHU, San Sebastián, Spain
- Department of Medicine, School of Medicine, University of Deusto, Bilbao, Spain
- CIBERNED-CIBER, Institute Carlos III, Madrid, Spain
| | - G Ruiz Irastorza
- Autoimmune Diseases Research Unit, Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
- Department of Autoimmune Diseases, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
| | - D Martín-Iglesias
- Autoimmune Diseases Research Unit, Biocruces Bizkaia Health Research Institute, Barakaldo, Spain
- Department of Autoimmune Diseases, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
| | - L Ribacoba
- Department of Internal Medicine, Cruces University Hospital, Barakaldo, Spain
| | - I Gabilondo
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
- Department of Neurology, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
- The Basque Foundation for Science, IKERBASQUE, Bilbao, Spain
| | - J C Gómez-Esteban
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain.
- Department of Neurology, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain.
- Department of Neurosciences, University of the Basque Country UPV/EHU, Leioa, Spain.
- Department of Medicine, School of Medicine, University of Deusto, Bilbao, Spain.
- CIBERNED-CIBER, Institute Carlos III, Madrid, Spain.
| | - B Tijero-Merino
- Neurodegenerative Diseases Group, Biocruces Bizkaia Health Research Institute, Plaza de Cruces 12, 48903, Barakaldo (Bizkaia), CP, Spain
- Department of Neurology, Cruces University Hospital-OSAKIDETZA, Barakaldo, Spain
- Department of Medicine, School of Medicine, University of Deusto, Bilbao, Spain
- CIBERNED-CIBER, Institute Carlos III, Madrid, Spain
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Gunduz GU, Yildiz AM, Yalcinbayir O, Baykara M, Sari ES, Isleker S, Ozturk NAA. Pupillographic Analysis of COVID-19 Patients: Early and Late Results After Recovery. BEYOGLU EYE JOURNAL 2023; 8:149-156. [PMID: 37766761 PMCID: PMC10521134 DOI: 10.14744/bej.2023.30592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 07/24/2023] [Accepted: 08/14/2023] [Indexed: 09/29/2023]
Abstract
Objectives We aimed to investigate the short- and long-term static and dynamic pupillary responses of patients recovered from coronavirus disease-19 (COVID-19) using quantitative infrared pupillography. Methods This study included patients who recovered from COVID-19 (Group 1) and age- and gender-matched controls (Group 2). A detailed ophthalmic examination was performed at 1 month and 6 months after the diagnosis of COVID-19. Photopic, mesopic, and scotopic pupil diameters (PDs) were measured using a quantitative infrared pupillography which was integrated into Scheimpflug/Placido photography-based topography system. PDs at 0, 2nd, 4th, and 6th seconds, and average pupil dilation speeds at 2nd, 4th, 6th, and 8th seconds were recorded. Results Eighty-six eyes of 86 patients (Group 1: n=42; Group 2: n=44) were included. While the mean photopic, mesopic, and scotopic PDs were significantly larger in the COVID-19 group than the control group in the 1st month (p=0.035, p=0.017, p=0.018, respectively), no statistically significant difference was found in the 6th month. Besides, average pupil dilation speeds and PDs at the 0, 2nd, 4th, and 6th seconds were not statistically significantly different between the two groups in the 1st month and 6th month. Conclusion PDs were significantly larger in COVID-19 patients in all light intensities in the 1st month after COVID-19. However, pupillary dilation was transient, and no significant difference was found in the 6th month. We suggest that the transient pupillary dilation may be secondary to the autonomic nervous system dysfunction and/or optic nerve and visual pathways alterations following COVID-19.
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Affiliation(s)
- Gamze Ucan Gunduz
- Department of Ophthalmology, Bursa Uludag University, Bursa, Türkiye
| | | | - Ozgur Yalcinbayir
- Department of Ophthalmology, Bursa Uludag University, Bursa, Türkiye
| | - Mehmet Baykara
- Department of Ophthalmology, Bursa Uludag University, Bursa, Türkiye
| | - Esin Sogutlu Sari
- Department of Ophthalmology, Bursa Uludag University, Bursa, Türkiye
| | - Sevde Isleker
- Department of Ophthalmology, Bursa Uludag University, Bursa, Türkiye
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Mehringer W, Stoeve M, Krauss D, Ring M, Steussloff F, Güttes M, Zott J, Hohberger B, Michelson G, Eskofier B. Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID. Sci Rep 2023; 13:13167. [PMID: 37574496 PMCID: PMC10423723 DOI: 10.1038/s41598-023-40263-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023] Open
Abstract
In 2019, we faced a pandemic due to the coronavirus disease (COVID-19), with millions of confirmed cases and reported deaths. Even in recovered patients, symptoms can be persistent over weeks, termed Post-COVID. In addition to common symptoms of fatigue, muscle weakness, and cognitive impairments, visual impairments have been reported. Automatic classification of COVID and Post-COVID is researched based on blood samples and radiation-based procedures, among others. However, a symptom-oriented assessment for visual impairments is still missing. Thus, we propose a Virtual Reality environment in which stereoscopic stimuli are displayed to test the patient's stereopsis performance. While performing the visual tasks, the eyes' gaze and pupil diameter are recorded. We collected data from 15 controls and 20 Post-COVID patients in a study. Therefrom, we extracted features of three main data groups, stereopsis performance, pupil diameter, and gaze behavior, and trained various classifiers. The Random Forest classifier achieved the best result with 71% accuracy. The recorded data support the classification result showing worse stereopsis performance and eye movement alterations in Post-COVID. There are limitations in the study design, comprising a small sample size and the use of an eye tracking system.
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Affiliation(s)
- Wolfgang Mehringer
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany.
| | - Maike Stoeve
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Daniel Krauss
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Matthias Ring
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
| | - Fritz Steussloff
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Moritz Güttes
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Julia Zott
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Bettina Hohberger
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
| | - Georg Michelson
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91054, Erlangen, Germany
- Talkingeyes & More GmbH, 91052, Erlangen, Bavaria, Germany
| | - Bjoern Eskofier
- Machine Learning and Data Analytics Lab (MaD Lab), Department Artificial Intelligence in Biomedical Engineering (AIBE), Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91052, Erlangen, Bavaria, Germany
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Vinuela-Navarro V, Goset J, Aldaba M, Mestre C, Rovira-Gay C, Cano N, Ariza M, Delàs B, Garolera M, Vilaseca M. Eye movements in patients with post-COVID condition. BIOMEDICAL OPTICS EXPRESS 2023; 14:3936-3949. [PMID: 37799689 PMCID: PMC10549724 DOI: 10.1364/boe.489037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/08/2023] [Accepted: 06/08/2023] [Indexed: 10/07/2023]
Abstract
Eye movement control is impaired in some neurological conditions, but the impact of COVID-19 on eye movements remains unknown. This study aims to investigate differences in oculomotor function and pupil response in individuals who suffer post-COVID-19 condition (PCC) with cognitive deficits. Saccades, smooth pursuit, fixation, vergence and pupillary response were recorded using an eye tracker. Eye movements and pupil response parameters were computed. Data from 16 controls, 38 COVID mild (home recovery) and 19 COVID severe (hospital admission) participants were analyzed. Saccadic latencies were shorter in controls (183 ± 54 ms) than in COVID mild (236 ± 83 ms) and COVID severe (227 ± 42 ms) participants (p = 0.017). Fixation stability was poorer in COVID mild participants (Bivariate Contour Ellipse Area of 0.80 ± 1.61°2 vs 0.36 ± 0.65 °2 for controls, p = 0.019), while percentage of pupil area reduction/enlargement was reduced in COVID severe participants (39.7 ± 12.7%/31.6 ± 12.7% compared to 51.7 ± 22.0%/49.1 ± 20.7% in controls, p < 0.015). The characteristics of oculomotor alterations found in PCC may be useful to understand different pathophysiologic mechanisms.
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Affiliation(s)
- Valldeflors Vinuela-Navarro
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Joan Goset
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Mikel Aldaba
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Clara Mestre
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Cristina Rovira-Gay
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
| | - Neus Cano
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
- Department de Ciències Bàsiques. Universitat Internacional de Catalunya, Sant Cugat del Vallès, Spain
| | - Mar Ariza
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Bàrbara Delàs
- Servei d’Oftalmologia. Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Maite Garolera
- Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
- Neuropsychology Unit, Hospital de Terrassa, Consorci Sanitari de Terrassa (CST), Terrassa, Spain
| | - Meritxell Vilaseca
- Center for Sensors, Instruments and Systems Development,
Universitat Politècnica de Catalunya, Rambla Sant Nebridi 10, Terrassa 08222 (Barcelona), Spain
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10
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Davis HE, McCorkell L, Vogel JM, Topol EJ. Long COVID: major findings, mechanisms and recommendations. Nat Rev Microbiol 2023; 21:133-146. [PMID: 36639608 PMCID: PMC9839201 DOI: 10.1038/s41579-022-00846-2] [Citation(s) in RCA: 1253] [Impact Index Per Article: 1253.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/05/2022] [Indexed: 01/15/2023]
Abstract
Long COVID is an often debilitating illness that occurs in at least 10% of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections. More than 200 symptoms have been identified with impacts on multiple organ systems. At least 65 million individuals worldwide are estimated to have long COVID, with cases increasing daily. Biomedical research has made substantial progress in identifying various pathophysiological changes and risk factors and in characterizing the illness; further, similarities with other viral-onset illnesses such as myalgic encephalomyelitis/chronic fatigue syndrome and postural orthostatic tachycardia syndrome have laid the groundwork for research in the field. In this Review, we explore the current literature and highlight key findings, the overlap with other conditions, the variable onset of symptoms, long COVID in children and the impact of vaccinations. Although these key findings are critical to understanding long COVID, current diagnostic and treatment options are insufficient, and clinical trials must be prioritized that address leading hypotheses. Additionally, to strengthen long COVID research, future studies must account for biases and SARS-CoV-2 testing issues, build on viral-onset research, be inclusive of marginalized populations and meaningfully engage patients throughout the research process.
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Affiliation(s)
| | | | - Julia Moore Vogel
- Scripps Research Translational Institute, Scripps Research, La Jolla, CA, USA
| | - Eric J Topol
- Scripps Research Translational Institute, Scripps Research, La Jolla, CA, USA.
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11
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Chaitanuwong P, Moss HE, El Dairi MA. SARS-CoV-2 Infection, Vaccination, and Neuro-Ophthalmic Complications. J Neuroophthalmol 2023; 43:1-4. [PMID: 36790060 PMCID: PMC9924739 DOI: 10.1097/wno.0000000000001812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Affiliation(s)
- Pareena Chaitanuwong
- Ophthalmology Department (PC), Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand; Department of Ophthalmology (PC), Faculty of Medicine, Rangsit University, Bangkok, Thailand; Department of Ophthalmology (HM) and Neurology and Neurological Sciences (HM), Stanford University School of Medicine, Palo Alto, California; and Department of Ophthalmology (MED), Duke University, Durham, North Carolina
| | - Heather E. Moss
- Ophthalmology Department (PC), Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand; Department of Ophthalmology (PC), Faculty of Medicine, Rangsit University, Bangkok, Thailand; Department of Ophthalmology (HM) and Neurology and Neurological Sciences (HM), Stanford University School of Medicine, Palo Alto, California; and Department of Ophthalmology (MED), Duke University, Durham, North Carolina
| | - Mays A. El Dairi
- Ophthalmology Department (PC), Rajavithi Hospital, Ministry of Public Health, Bangkok, Thailand; Department of Ophthalmology (PC), Faculty of Medicine, Rangsit University, Bangkok, Thailand; Department of Ophthalmology (HM) and Neurology and Neurological Sciences (HM), Stanford University School of Medicine, Palo Alto, California; and Department of Ophthalmology (MED), Duke University, Durham, North Carolina
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12
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Conti V, Corbi G, Sabbatino F, De Pascale D, Sellitto C, Stefanelli B, Bertini N, De Simone M, Liguori L, Di Paola I, De Bernardo M, Tesse A, Rosa N, Pagliano P, Filippelli A. Long COVID: Clinical Framing, Biomarkers, and Therapeutic Approaches. J Pers Med 2023; 13:334. [PMID: 36836568 PMCID: PMC9959656 DOI: 10.3390/jpm13020334] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/09/2023] [Accepted: 02/12/2023] [Indexed: 02/17/2023] Open
Abstract
More than two years after the onset of the COVID-19 pandemic, healthcare providers are facing an emergency within an emergency, the so-called long COVID or post-COVID-19 syndrome (PCS). Patients diagnosed with PCS develop an extended range of persistent symptoms and/or complications from COVID-19. The risk factors and clinical manifestations are many and various. Advanced age, sex/gender, and pre-existing conditions certainly influence the pathogenesis and course of this syndrome. However, the absence of precise diagnostic and prognostic biomarkers may further complicate the clinical management of patients. This review aimed to summarize recent evidence on the factors influencing PCS, possible biomarkers, and therapeutic approaches. Older patients recovered approximately one month earlier than younger patients, with higher rates of symptoms. Fatigue during the acute phase of COVID-19 appears to be an important risk factor for symptom persistence. Female sex, older age, and active smoking are associated with a higher risk of developing PCS. The incidence of cognitive decline and the risk of death are higher in PCS patients than in controls. Complementary and alternative medicine appears to be associated with improvement in symptoms, particularly fatigue. The heterogeneous nature of post-COVID symptoms and the complexity of patients with PCS, who are often polytreated due to concomitant clinical conditions, suggest a holistic and integrated approach to provide useful guidance for the treatment and overall management of long COVID.
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Affiliation(s)
- Valeria Conti
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
| | - Graziamaria Corbi
- Department of Translational Medical Sciences, University of Naples "Federico II", 80131 Naples, Italy
| | - Francesco Sabbatino
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Domenico De Pascale
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
| | - Carmine Sellitto
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
| | - Berenice Stefanelli
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
| | - Nicola Bertini
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
| | - Matteo De Simone
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Luigi Liguori
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Ilenia Di Paola
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Maddalena De Bernardo
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Angela Tesse
- CNRS, INSERM, L'institut du Thorax, Université de Nantes, F-44000 Nantes, France
| | - Nicola Rosa
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Pasquale Pagliano
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
| | - Amelia Filippelli
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via S. Allende, 84081 Baronissi, Italy
- Clinical Pharmacology and Pharmacogenetics Unit, University Hospital "San Giovanni di Dio e Ruggi, D'Aragona", 84131 Salerno, Italy
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13
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Scala I, Rizzo PA, Bellavia S, Brunetti V, Colò F, Broccolini A, Della Marca G, Calabresi P, Luigetti M, Frisullo G. Autonomic Dysfunction during Acute SARS-CoV-2 Infection: A Systematic Review. J Clin Med 2022; 11:jcm11133883. [PMID: 35807167 PMCID: PMC9267913 DOI: 10.3390/jcm11133883] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 06/29/2022] [Accepted: 06/29/2022] [Indexed: 02/04/2023] Open
Abstract
Although autonomic dysfunction (AD) after the recovery from Coronavirus disease 2019 (COVID-19) has been thoroughly described, few data are available regarding the involvement of the autonomic nervous system (ANS) during the acute phase of SARS-CoV-2 infection. The primary aim of this review was to summarize current knowledge regarding the AD occurring during acute COVID-19. Secondarily, we aimed to clarify the prognostic value of ANS involvement and the role of autonomic parameters in predicting SARS-CoV-2 infection. According to the PRISMA guidelines, we performed a systematic review across Scopus and PubMed databases, resulting in 1585 records. The records check and the analysis of included reports’ references allowed us to include 22 articles. The studies were widely heterogeneous for study population, dysautonomia assessment, and COVID-19 severity. Heart rate variability was the tool most frequently chosen to analyze autonomic parameters, followed by automated pupillometry. Most studies found ANS involvement during acute COVID-19, and AD was often related to a worse outcome. Further studies are needed to clarify the role of autonomic parameters in predicting SARS-CoV-2 infection. The evidence emerging from this review suggests that a complex autonomic nervous system imbalance is a prominent feature of acute COVID-19, often leading to a poor prognosis.
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Affiliation(s)
- Irene Scala
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
| | - Pier Andrea Rizzo
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
| | - Simone Bellavia
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
| | - Valerio Brunetti
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
| | - Francesca Colò
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
| | - Aldobrando Broccolini
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
| | - Giacomo Della Marca
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
| | - Paolo Calabresi
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
| | - Marco Luigetti
- School of Medicine and Surgery, Catholic University of Sacred Heart, Largo Francesco Vito, 1, 00168 Rome, Italy; (I.S.); (P.A.R.); (S.B.); (F.C.); (A.B.); (G.D.M.); (P.C.)
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
- Correspondence: ; Tel.: +39-06-30154435
| | - Giovanni Frisullo
- Dipartimento di Scienze dell’Invecchiamento, Neurologiche, Ortopediche e Della Testa-Collo, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (V.B.); (G.F.)
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