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Neuman N, Lövestam E, Karlén J, Sandvik P. Sensing Sociality: Disruptions of Social Life When Living With Chemosensory Dysfunctions After COVID-19. QUALITATIVE HEALTH RESEARCH 2025; 35:726-739. [PMID: 39388619 PMCID: PMC12056266 DOI: 10.1177/10497323241278551] [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: 10/12/2024]
Abstract
Taste and smell are of direct importance in most social interactions. Radical disruptions in these senses can, therefore, substantially disrupt sociality. This paper focuses on the experiences of a particular type of disruption: persistent chemosensory dysfunctions after COVID-19. We conducted semi-structured interviews with 30 patients undergoing treatment for chemosensory dysfunctions and analyzed the ways in which their experiences have influenced social relations and activities, particularly regarding food and eating. The findings reveal that these dysfunctions have made the participants markedly aware that food and eating are pivotal to full participation in social life. As is smell, both surrounding smells and the perception of one's own smell, with dysfunctions leading to several social consequences. Such problems are handled through both avoidance behavior and adaptations. While adaptations facilitate interactions, they come at the cost of feeling a burden to others or not fully appreciating an event (e.g., a shared meal). Social support is of great importance, ranging from minor practical assistance, such as a friend checking if the milk is sour, to the profound emotional relief felt from empathic treatment and recognition that the problems are real. Here, healthcare professionals can play a vital role, even in the (perceived) absence of clinical effectiveness of the treatment. The experiences expressed are partially in line with other manifestations of Long COVID and with chemosensory dysfunctions due to other illnesses, but only partially, since this is a patient group with needs and experiences that are unique, in that sociality is so strongly affected solely by disruptions in sensory abilities.
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Affiliation(s)
- Nicklas Neuman
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
| | - Elin Lövestam
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
| | - Jacob Karlén
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
| | - Pernilla Sandvik
- Department of Food Studies, Nutrition and Dietetics, Uppsala University, Uppsala, Sweden
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Serafini RA, Frere JJ, Giosan IM, Nwaneshiudu CA. SARS-CoV-2-induced sensory perturbations: A narrative review of clinical phenotypes, molecular pathologies, and possible interventions. Brain Behav Immun Health 2025; 45:100983. [PMID: 40231214 PMCID: PMC11995741 DOI: 10.1016/j.bbih.2025.100983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2024] [Revised: 02/19/2025] [Accepted: 03/23/2025] [Indexed: 04/16/2025] Open
Abstract
Background The acute and post-acute sequelae of SARS-CoV-2 infection have been of great clinical interest since the inception of the COVID-19 pandemic. Despite a high prevalence of individuals with persistent symptoms, a wholistic view of the effects of SARS-CoV-2 on special sensory systems is lacking. Considering the significant impact of normal sensory function on quality of life, the goal of this review is to highlight unresolved issues related to SARS-CoV-2-associated insults to the sensory nervous system. Major findings In this narrative review, we discuss the epidemiology of SARS-CoV-2-induced sensory perturbations, underlying pathological mechanisms, and possible therapeutic strategies across the olfactory, gustatory, somatosensory, visual, and auditory systems. Examined literature included studies with human biospecimens, human-derived cell lines, and naturally susceptible animal models, which highlighted evidence of persistent functional disruption in all sensory systems. SARS-CoV-2 infection was associated with persistent inflammation in the olfactory epithelium/bulb, somatosensory ganglia, and gustatory systems, long-term transcriptional perturbations in the sensory central nervous system and peripheral nervous system, and detectable degeneration/apoptosis in the gustatory and visual systems. Few studies have proposed evidence-based therapeutic strategies for attenuating specific sensory abnormalities after SARS-CoV-2 infection. Conclusion While the olfactory system, and to some extent the visual and somatosensory systems, have been more thoroughly investigated from symptomatology, behavioral and molecular perspectives, there is still an unmet need for the development of therapeutics to treat COVID-induced impairment of these systems. Further, additional attention must be placed on COVID-associated impairment of the gustatory, visual, and auditory systems, which lack detailed mechanistic investigations into their pathogenesis.
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Affiliation(s)
- Randal A. Serafini
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Justin J. Frere
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | | | - Chinwe A. Nwaneshiudu
- Department of Anesthesia, Perioperative and Pain Medicine, Center for Neurogenomics, Icahn School of Medicine at Mount Sinai, New York, USA
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Wang X, Dong M, Wu X, Schnepf D, Thiel J, Sun W, Wolfrum C, Li S, Jin W, Staeheli P, Ye L. Single-cell transcriptomics reveals a compartmentalized antiviral interferon response in the nasal epithelium of mice. J Virol 2025; 99:e0141324. [PMID: 39902863 PMCID: PMC11915831 DOI: 10.1128/jvi.01413-24] [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: 08/12/2024] [Accepted: 01/15/2025] [Indexed: 02/06/2025] Open
Abstract
Type III interferons (IFNs) primarily act on epithelial cells and protect against virus infection of the mucosa, whereas type I IFNs act more systemically. To date, it has been unknown which epithelial subtypes in the upper airways, the primary site for initial infection for most respiratory viruses, primarily rely on type III IFN or type I IFNs for antiviral protection. To address this question, we performed a single-cell transcriptomics analysis of the epithelial IFN-mediated response focusing on the upper airways of mice. This work identified nine distinct cell types derived from the olfactory epithelium and thirteen distinct cell types from the respiratory epithelium. Interestingly, type I IFNs induced a stronger antiviral transcriptional response than type III IFN in respiratory epithelial cells, whereas in olfactory epithelial cells, including sustentacular (SUS) and Bowman's gland cells (BGC), type III IFN was more dominant compared to type I IFN. SUS and BGC, which provide structural support and maintain the integrity of olfactory sensory neurons, were highly susceptible to infection with a mouse-adapted variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2 MA20) but were protected against infection if the animals were prophylactically treated with type III IFN. These findings demonstrate a high degree of cell type heterogeneity in terms of interferon-mediated antiviral responses and reveal a potent role for type III IFNs in protecting the olfactory epithelium.IMPORTANCESARS-CoV-2 infects SUS and BGC in the olfactory epithelium, causing an impairment of structural support and integrity of olfactory sensory neurons that can result in severe olfactory dysfunctions. We observed an unexpected compartmentalization of the IFN-mediated transcriptional response within the airway epithelium, and we found that olfactory epithelial cells preferentially respond to type III IFN, which resulted in robust antiviral protection of SUS and BGC. Given the proximity of the olfactory epithelium to the central nervous system, we hypothesize that evolution favored a type III IFN-biased antiviral immune response in this tissue to limit inflammatory responses in the brain. Cell type-specific antiviral responses in the upper airways, triggered by the different types of IFNs, should be investigated in more detail and carefully taken into consideration during the development of IFN-based antivirals for clinical use.
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Affiliation(s)
- Xuefei Wang
- Department of Immunology, International Cancer Center, Shenzhen University Medical School, Shenzhen, China
- Shenzhen Key Laboratory of Gene Regulation, Department of Systems Biology School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Meng Dong
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, Stuttgart, Germany
| | - Xinchao Wu
- Shenzhen Key Laboratory of Gene Regulation, Department of Systems Biology School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Daniel Schnepf
- Institute of Virology, Medical Center University of Freiburg, Freiburg, Germany
- Immunoregulation Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Julia Thiel
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology and University of Tübingen, Stuttgart, Germany
| | - Wenfei Sun
- Institute of Food, Nutrition and Health, ETH Zurich, Schwerzenbach, Switzerland
| | - Christian Wolfrum
- Institute of Food, Nutrition and Health, ETH Zurich, Schwerzenbach, Switzerland
| | - Sisi Li
- Department of Immunology, International Cancer Center, Shenzhen University Medical School, Shenzhen, China
| | - Wenfei Jin
- CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Peter Staeheli
- Institute of Virology, Medical Center University of Freiburg, Freiburg, Germany
| | - Liang Ye
- Department of Immunology, International Cancer Center, Shenzhen University Medical School, Shenzhen, China
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Li Y, Liu M, Zhang R, Wang Y, Liu J. Long COVID-19-related and non-COVID-19 postviral olfactory dysfunction a comparative MRI study focusing on the olfactory cleft and bulbs. Front Neurol 2025; 15:1535699. [PMID: 39882367 PMCID: PMC11774702 DOI: 10.3389/fneur.2024.1535699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 12/27/2024] [Indexed: 01/31/2025] Open
Abstract
Objective To compare the magnetic resonance imaging (MRI) features of the olfactory cleft (OC) and olfactory bulbs (OBs) in patients with long COVID-19-related (LCOD) and non-COVID-19 postviral olfactory dysfunction (NCPVOD) to explore mechanisms underlying persistent olfactory dysfunction. Methods This retrospective analysis included patients diagnosed with LCOD or NCPVOD at the China-Japan Friendship Hospital between February 2023 and July 2024. All patients underwent olfactory psychophysical testing (Sniffin' Sticks), a visual analogue scale (VAS) for olfactory function, and high-resolution MRI scans of the olfactory pathway. MRI features, including OC opacity, OB morphology, OB volume, and olfactory sulcus depth, were compared between groups. Correlations between MRI findings and olfactory test scores were assessed. Results Seventy patients were included (35 LCOD, 35 NCPVOD). LCOD patients had significantly higher OC opacity scores than NCPVOD patients (p < 0.001). No significant differences were found in OB morphology, abnormal OB signals, OB volume reduction, or distances between OBs and surrounding structures (p > 0.05). LCOD patients had significantly greater right olfactory sulcus depth than NCPVOD patients (p = 0.026), with negative correlation to age (r = -0.25, p = 0.04). OB volumes positively correlated with TDI and VAS scores. Conclusion LCOD patients exhibited greater OC opacity than NCPVOD patients, suggesting OC inflammation may contribute to persistent olfactory dysfunction. Treating inflammation in the OC could improve long-term olfactory outcomes. OB volume reduction was common in both groups.
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Affiliation(s)
- Yifan Li
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
- Department of Otolaryngology-Head and Neck Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Mengfan Liu
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
- Department of Otolaryngology-Head and Neck Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Ruoqi Zhang
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
- Department of Otolaryngology-Head and Neck Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Yibei Wang
- Department of Otolaryngology-Head and Neck Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Jianfeng Liu
- Graduate School, Beijing University of Chinese Medicine, Beijing, China
- Department of Otolaryngology-Head and Neck Surgery, China-Japan Friendship Hospital, Beijing, China
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Guntinas-Lichius O, Bitter T, Takes R, Lee VHF, Saba NF, Mäkitie AA, Kowalski LP, Nixon IJ, Ferlito A. Post COVID-19 and Long COVID Symptoms in Otorhinolaryngology-A Narrative Review. J Clin Med 2025; 14:506. [PMID: 39860512 PMCID: PMC11765628 DOI: 10.3390/jcm14020506] [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: 11/12/2024] [Revised: 01/02/2025] [Accepted: 01/13/2025] [Indexed: 01/27/2025] Open
Abstract
Post/Long COVID (syndrome) is defined as a condition with symptoms persisting for more than 12 weeks after the onset of SARS-CoV-2 infection that cannot be explained otherwise. The prevalence of self-reported otorhinolaryngological Post/Long COVID symptoms is high. The aim of this review was to analyze the current literature regarding the actual prevalence, knowledge of the etiopathology, and evidence-based treatment recommendations of otorhinolaryngology-related Post/Long COVID symptoms. A systematic literature search of articles published since 2019 in PubMed and ScienceDirect was performed and resulted in 108 articles. These were the basis for this review and formed a comprehensive series of consented therapy statements on the most important of otorhinolaryngology-related Post/Long COVID symptoms. Otorhinolaryngological symptoms did not appear isolated but as part of a multi-organ syndrome. Self-reported otorhinolaryngology-related Post/Long COVID symptoms were often not confirmed by objective testing. The confirmed prevalence estimated for anosmia, dysgeusia, cough, facial palsy, hoarseness/dysphonia, acute hearing loss, tinnitus, and vertigo/dizziness was about 4%, 2%, 4-19%, 0%, 17-20%, 8%, 20%, and 5-26%, respectively. There are manifold theoretical concepts of the etiopathology of different symptoms, but there is no clear evidence-based proof. This certainly contributes to the fact that there is no effective specific treatment option for any of the symptoms mentioned. Healthcare pathways must be established so that otorhinolaryngological Post/Long COVID symptoms can be recognized and evaluated and otorhinolaryngologists can provide counseling. This would also help to establish and selectively include patients in clinical trials investigating specific therapeutic concepts.
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Affiliation(s)
| | - Thomas Bitter
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany;
| | - Robert Takes
- Department of Otolaryngology-Head and Neck Surgery, Radboud University Medical Center, 6525 GA Nijmegen, The Netherlands;
| | - Victor H. F. Lee
- Department of Clinical Oncology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong;
- Clinical Oncology Center, The University of Hong Kong-Shenzhen Hospital, Shenzhen 518053, China
| | - Nabil F. Saba
- Department of Hematology and Medical Oncology, Emory University, Atlanta, GA 30322, USA;
| | - Antti A. Mäkitie
- Research Program in Systems Oncology, Department of Otorhinolaryngology-Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, FI-00029 HUS Helsinki, Finland;
| | - Luiz P. Kowalski
- Department of Otorhinolaryngology, Head and Neck Surgery, A.C. Camargo Cancer Center, São Paulo 01509-010, Brazil;
- Department of Head and Neck Surgery, University of São Paulo Medical School, São Paulo 05403-000, Brazil
| | - Iain J. Nixon
- Department of Otorhinolaryngology-Head and Neck Surgery, NHS Lothian, Edinburgh EH1 3EG, UK;
| | - Alfio Ferlito
- International Head and Neck Scientific Group, 35100 Padua, Italy;
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Armstrong MF, O’Byrne TJ, Calva JJ, Mallory MJ, Bublitz SE, Do A, Pinheiro Neto CD, Choby GW, O’Brien EK, Bauer BA, Stokken JK. The Feasibility of Investigating Acupuncture in Patients With COVID-19 Related Olfactory Dysfunction. GLOBAL ADVANCES IN INTEGRATIVE MEDICINE AND HEALTH 2025; 14:27536130251343834. [PMID: 40375879 PMCID: PMC12078969 DOI: 10.1177/27536130251343834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 04/26/2025] [Accepted: 05/05/2025] [Indexed: 05/18/2025]
Abstract
Background Olfactory dysfunction (OD) is a common symptom in patients with coronavirus disease 2019 (COVID-19) with limited treatment options. Objective This pilot study aimed to investigate an acupuncture protocol in patients with COVID-19 related OD. Methods Thirty patients were randomized into 2 groups. The standard group was treated with budesonide nasal irrigation and olfactory training. The acupuncture group received ten sessions of acupuncture therapy in addition to the standard group treatment. Olfaction was assessed using the University of Pennsylvania Smell Identification Test, 10-point visual analog scale, and Sino-Nasal Outcome Test at baseline and after 3 months of treatment. Differences between study arms were compared using Fisher's exact and Wilcoxon rank sum tests. Results Eighteen of the 30 (60%) enrolled patients completed the study, including 11 (73%) in the standard and 7 (47%) in the acupuncture group. Reasons for participant drop-out included cost of travel and time constraints. There were no acupuncture complications. Conclusions Acupuncture as an adjunct therapy for COVID-19 related OD is well tolerated. Subsequent studies with larger sample sizes are needed to assess the effect of acupuncture on OD.
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Affiliation(s)
- Michael F. Armstrong
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - Thomas J. O’Byrne
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Jason J. Calva
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Molly J. Mallory
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Sara E. Bublitz
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Alexander Do
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | | | - Garret W. Choby
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - Erin K. O’Brien
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - Brent A. Bauer
- Department of General Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Janalee K. Stokken
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
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Okrzeja J, Alimowski M, Garkowski A, Hładuński M, Kubas B, Adamczuk J, Czupryna P, Narejko K, Moniuszko-Malinowska A. Assessment of Post-COVID-19 Changes in Brain-Clinical and Imaging Evaluation Using MRI Vessel Wall Imaging and Complementary MRI Methods. J Clin Med 2024; 13:6884. [PMID: 39598028 PMCID: PMC11595204 DOI: 10.3390/jcm13226884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Revised: 11/08/2024] [Accepted: 11/13/2024] [Indexed: 11/29/2024] Open
Abstract
Background/Objectives: The aim of the study was to evaluate the usefulness of vessel wall imaging and MRI in assessment of the post-COVID-19 changes in the brain. VWI is a progressive MRI technique that provides precise imaging of the pathological process in the wall of the vessel. It might help us to better understand the pathophysiology of COVID-19-related neurological lesions and may have an impact on management protocols. Methods: A total of 43 patients were included in the study; the post-COVID-19 group included 23 patients hospitalized for COVID-19 (mean age of the group: 53.52 years; 26% male, 74% female). The control group consisted of 20 patients from the general population who did not suffer from COVID-19 (mean age: 52.15 years; 35% male, 65% female). MRI examinations were performed on a 3T scanner (Biograph mMR, Siemens). The VW-MRI protocol included T1-weighted SPACE FS black-blood images, FLAIR images, SWI, and MRA. Results: Several radiological changes in post-COVID-19 patients were described: hyperintense foci in the white matter of the brain hemispheres, in the lower parts of the temporal lobes, and in the structures of the posterior cranial fossa; presence of engorgement of deep medullary veins or perivascular enhancement; presence of inflammatory vessel thickening in VWI images; changes in hippocampus size; presence of cortical atrophy; and thickening of the mucous membrane of the paranasal sinuses. The presence of atherosclerotic vessel thickening in VWI and the width of the third ventricle depended on the age of the patient. Conclusions: VWI and MRI may be useful in the assessment of post-COVID-19 lesions in the brain.
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Affiliation(s)
- Jakub Okrzeja
- Department of Radiology, Medical University of Bialystok, 15-276 Białystok, Poland; (A.G.); (M.H.); (B.K.)
| | - Maciej Alimowski
- Doctoral School of Social Sciences, University of Bialystok, 15-328 Białystok, Poland;
| | - Adam Garkowski
- Department of Radiology, Medical University of Bialystok, 15-276 Białystok, Poland; (A.G.); (M.H.); (B.K.)
| | - Marcin Hładuński
- Department of Radiology, Medical University of Bialystok, 15-276 Białystok, Poland; (A.G.); (M.H.); (B.K.)
| | - Bożena Kubas
- Department of Radiology, Medical University of Bialystok, 15-276 Białystok, Poland; (A.G.); (M.H.); (B.K.)
| | - Justyna Adamczuk
- Department of Infectious Diseases and Neuroinfections, Medical University of Bialystok, 15-540 Białystok, Poland; (J.A.); (P.C.); (K.N.); (A.M.-M.)
| | - Piotr Czupryna
- Department of Infectious Diseases and Neuroinfections, Medical University of Bialystok, 15-540 Białystok, Poland; (J.A.); (P.C.); (K.N.); (A.M.-M.)
| | - Karolina Narejko
- Department of Infectious Diseases and Neuroinfections, Medical University of Bialystok, 15-540 Białystok, Poland; (J.A.); (P.C.); (K.N.); (A.M.-M.)
| | - Anna Moniuszko-Malinowska
- Department of Infectious Diseases and Neuroinfections, Medical University of Bialystok, 15-540 Białystok, Poland; (J.A.); (P.C.); (K.N.); (A.M.-M.)
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Schirinzi T, Maftei D, Maurizi R, Albanese M, Simonetta C, Bovenzi R, Bissacco J, Mascioli D, Boffa L, Di Certo MG, Gabanella F, Francavilla B, Di Girolamo S, Mercuri NB, Passali FM, Lattanzi R, Severini C. Post-COVID-19 Hyposmia Does Not Exhibit Main Neurodegeneration Markers in the Olfactory Pathway. Mol Neurobiol 2024; 61:8921-8927. [PMID: 38570429 PMCID: PMC11496343 DOI: 10.1007/s12035-024-04157-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: 01/07/2024] [Accepted: 03/29/2024] [Indexed: 04/05/2024]
Abstract
The biological substrate of persistent post-COVID-19 hyposmia is still unclear. However, as many neurodegenerative diseases present with smell impairment at onset, it may theoretically reflect degeneration within the central olfactory circuits. However, no data still exist regarding the post-COVID-19 patients. As the olfactory neurons (ONs) mirror pathological changes in the brain, allowing for tracking the underlying molecular events, here, we performed a broad analysis of ONs from patients with persistent post-COVID-19 OD to identify traces of potential neurodegeneration. ONs were collected through the non-invasive brushing of the olfactory mucosa from ten patients with persistent post-COVID-19 hyposmia (lasting > 6 months after infection) and ten age/sex-matched controls. Immunofluorescence staining for protein quantification and RT-PCR for gene expression levels were combined to measure ONs markers of α-synuclein, amyloid-β, and tau pathology, axonal injury, and mitochondrial network. Patients and controls had similar ONs levels of oligomeric α-synuclein, amyloid-β peptide, tau protein, neurofilament light chain (NfL), cytochrome C oxidase subunit 3 (COX3), and the heat shock protein 60 (HSP60). Our findings thus did not provide evidence for synucleinopathy and amyloid-β mismetabolism or gross traces of neuronal injury and mitochondrial dysfunction within the olfactory system in the early phase of persistent post-COVID-19 hyposmia.
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Affiliation(s)
- Tommaso Schirinzi
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy.
| | - Daniela Maftei
- Department of Physiology and Pharmacology "V. Erspamer", Sapienza University of Rome, Rome, Italy
| | - Riccardo Maurizi
- Unit of ENT, Department of Clinical Sciences and Translational Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Maria Albanese
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Clara Simonetta
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Roberta Bovenzi
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Jacopo Bissacco
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Davide Mascioli
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Laura Boffa
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Maria Grazia Di Certo
- Department of Biochemistry and Cell Biology, National Research Council of Italy, Rome, Italy
| | - Francesca Gabanella
- Department of Biochemistry and Cell Biology, National Research Council of Italy, Rome, Italy
| | - Beatrice Francavilla
- Unit of ENT, Department of Clinical Sciences and Translational Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Stefano Di Girolamo
- Unit of ENT, Department of Clinical Sciences and Translational Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Nicola Biagio Mercuri
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Francesco Maria Passali
- Unit of ENT, Department of Clinical Sciences and Translational Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Roberta Lattanzi
- Department of Physiology and Pharmacology "V. Erspamer", Sapienza University of Rome, Rome, Italy
| | - Cinzia Severini
- Department of Biochemistry and Cell Biology, National Research Council of Italy, Rome, Italy
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9
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Tesch F, Ehm F, Loser F, Bechmann L, Vivirito A, Wende D, Batram M, Buschmann T, Menzer S, Ludwig M, Roessler M, Seifert M, Margolis GS, Reitzle L, König C, Schulte C, Hertle D, Ballesteros P, Baßler S, Bertele B, Bitterer T, Riederer C, Sobik F, Scheidt-Nave C, Schmitt J. Post-viral symptoms and conditions are more frequent in COVID-19 than influenza, but not more persistent. BMC Infect Dis 2024; 24:1126. [PMID: 39385128 PMCID: PMC11465902 DOI: 10.1186/s12879-024-10059-y] [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: 04/06/2024] [Accepted: 10/04/2024] [Indexed: 10/11/2024] Open
Abstract
BACKGROUND Post-viral symptoms have long been known in the medical community but have received more public attention during the COVID-19 pandemic. Many post-viral symptoms were reported as particularly frequent after SARS-CoV-2 infection. However, there is still a lack of evidence regarding the specificity, frequency and persistence of these symptoms in comparison to other viral infectious diseases such as influenza. METHODS We investigated a large population-based cohort based on German routine healthcare data. We matched 573,791 individuals with a PCR-test confirmed SARS-CoV-2 infection from the year 2020 to contemporary controls without SARS-CoV-2 infection and controls from the last influenza outbreak in 2018 and followed them up to 18 months. RESULTS We found that post-viral symptoms as defined for COVID-19 by the WHO as well as tissue damage were more frequent among the COVID-19 cohort than the influenza or contemporary control cohort. The persistence of post-viral symptoms was similar between COVID-19 and influenza. CONCLUSION Post-viral symptoms following SARS-CoV-2 infection constitute a substantial disease burden as they are frequent and often persist for many months. As COVID-19 is becoming endemic, the disease must not be trivialized. Research should focus on the development of effective treatments for post-viral symptoms.
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Affiliation(s)
- Falko Tesch
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany.
| | - Franz Ehm
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
| | - Friedrich Loser
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | - Lars Bechmann
- IKK classic, Tannenstraße 4b, Dresden, 01099, Germany
| | - Annika Vivirito
- InGef - Institute for Applied Health Research Berlin GmbH, Otto-Ostrowski-Straße 5, Berlin, 10249, Germany
| | - Danny Wende
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Manuel Batram
- Vandage GmbH, Detmolder Str. 30, Bielefeld, 33604, Germany
| | | | - Simone Menzer
- IKK classic, Tannenstraße 4b, Dresden, 01099, Germany
| | - Marion Ludwig
- InGef - Institute for Applied Health Research Berlin GmbH, Otto-Ostrowski-Straße 5, Berlin, 10249, Germany
| | - Martin Roessler
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Martin Seifert
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
| | | | - Lukas Reitzle
- Robert Koch Institute, Nordufer 20, Berlin, 13353, Germany
| | - Christina König
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | - Claudia Schulte
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Dagmar Hertle
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | - Pedro Ballesteros
- BARMER Institut Für Gesundheitssystemforschung (bifg), Axel-Springer-Straße 44, Berlin, Germany
| | | | - Barbara Bertele
- Techniker Krankenkasse, Bramfelder Straße 140, Hamburg, 22305, Germany
| | | | | | | | | | - Jochen Schmitt
- Center for Evidence-Based Healthcare (ZEGV), University Hospital and Faculty of Medicine Carl Gustav Carus, TU Dresden, Fetscherstraße 74, Dresden, 01307, Germany
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10
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Eo TS, Jeong Y, Cho HJ, Rha MS, Kim CH. Comparative analyses of post-infectious olfactory dysfunction between COVID-19 and non-COVID-19 cases. Sci Rep 2024; 14:23511. [PMID: 39379543 PMCID: PMC11461854 DOI: 10.1038/s41598-024-74629-5] [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: 06/05/2024] [Accepted: 09/27/2024] [Indexed: 10/10/2024] Open
Abstract
To identify the differences between COVID-19-associated and non-COVID-19-associated olfactory dysfunction (OD), we analyzed demographic and clinical characteristics based on the causative virus (COVID versus non-COVID groups) in patients with post-infectious olfactory dysfunction (PIOD) who underwent the olfactory questionnaire and olfactory function test. Out of 169 patients with PIOD, 99 were diagnosed with COVID-19 (COVID group), while 70 were not (non-COVID group). The COVID group was younger and had a higher percentage of male patients as well as patients with parosmia than the non-COVID group. In the initial olfactory function tests, the TDI, discrimination and identification scores were significantly higher in the COVID group than in the non-COVID group. TDI scores were significantly increased in patients with PIOD after treatment, regardless of the group. The threshold score was significantly increased by 1.38 in the COVID group while the identification score was significantly increased by 2.67 in the non-COVID group. Patients with COVID-19-associated OD were younger in age, tended to be male, had a higher incidence of parosmia, and had better initial olfactory function test results compared to those with non-COVID-19-associated OD. Following treatment, odor detection threshold improved in the COVID group, whereas odor identification improved in the non-COVID group.
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Affiliation(s)
- Tae-Seong Eo
- Department of Otorhinolaryngology, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Yeonsu Jeong
- Department of Otorhinolaryngology, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
| | - Hyung-Ju Cho
- Department of Otorhinolaryngology, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea
- The Airway Mucus Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min-Seok Rha
- Department of Otorhinolaryngology, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Chang-Hoon Kim
- Department of Otorhinolaryngology, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
- The Airway Mucus Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
- The Korea Mouse Sensory Phenotyping Center, Yonsei University College of Medicine, Seoul, Republic of Korea.
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11
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Wang YH, Lin CW, Huang CW. Polyunsaturated Fatty Acids as Potential Treatments for COVID-19-Induced Anosmia. Biomedicines 2024; 12:2085. [PMID: 39335598 PMCID: PMC11428228 DOI: 10.3390/biomedicines12092085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Revised: 09/05/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024] Open
Abstract
Some individuals with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) experience anosmia, or loss of smell. Although the prevalence of anosmia has decreased with the emergence of the Omicron variant, it remains a significant concern. This review examines the potential role of polyunsaturated fatty acids (PUFAs), particularly omega-3 PUFAs, in treating COVID-19-induced anosmia by focusing on the underlying mechanisms of the condition. Omega-3 PUFAs are known for their anti-inflammatory, neuroprotective, and neurotransmission-enhancing properties, which could potentially aid in olfactory recovery. However, study findings are inconsistent. For instance, a placebo-controlled randomized clinical trial found no significant effect of omega-3 PUFA supplementation on olfactory recovery in patients with COVID-19-induced anosmia. These mixed results highlight the limitations of existing research, including small sample sizes, lack of placebo controls, short follow-up periods, and combined treatments. Therefore, more rigorous, large-scale studies are urgently needed to definitively assess the therapeutic potential of omega-3 PUFAs for olfactory dysfunction. Further research is also crucial to explore the broader role of PUFAs in managing viral infections and promoting sensory recovery.
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Affiliation(s)
- Yu-Han Wang
- Department of Education, National Taiwan University Hospital, Taipei 100, Taiwan
| | - Chung-Wei Lin
- Department of Education, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
- Department of Otolaryngology, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 833, Taiwan
| | - Chiung-Wei Huang
- Department of Physiology, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Post-Baccalaureate Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
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12
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Gautier SC, Coneti V, Horton DB, Greenberg P, Andrews T, Barrett ES, Carson JL, Blaser MJ, Panettieri RA, Rawal S. Long-term recovery of taste and smell following acute COVID-19 infection in a New Jersey cohort. SCIENCE TALKS 2024; 11:100390. [PMID: 39308483 PMCID: PMC11414579 DOI: 10.1016/j.sctalk.2024.100390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Loss of taste and smell is one of the most troubling symptoms of long COVID and may be permanent for some. Correlation between subjectively and objectively assessed olfactory and gustatory impairment is low, leading to uncertainty about how many people are affected, how many recover, and to what extent. We prospectively investigated the effects of COVID-19 on long-term chemosensory function in a university and hospital-based cohort in NJ. We followed 856 participants from March 2020 through April 2022, of which 58 were diagnosed with COVID-19 and completed the NHANES 2013-2014 taste and smell protocol, including a chemosensory questionnaire, whole-mouth taste tests, and an 8-item odor identification test at and/or before acute COVID-19 infection. Of these, 29 repeated taste and smell assessments at 6 months (183.0 ± 54.6) follow-up. Total overall smell score significantly improved from baseline to 6-month follow up (6.9 ± 1.4 vs 7.6 ± 0.8; p = .01). Taste intensity also improved across 6 months, but not significantly. Our study is the first to show psychophysically-assessed and self-reported long-term recovery of olfactory and gustatory function in the same population after acute COVID-19.
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Affiliation(s)
- Samuel C.Z. Gautier
- Department of Clinical and Preventive Nutrition Sciences, Rutgers School of Health Professions, Newark, NJ, USA
| | - Vaishnavi Coneti
- Department of Clinical and Preventive Nutrition Sciences, Rutgers School of Health Professions, Newark, NJ, USA
| | - Daniel B. Horton
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Patricia Greenberg
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Tracy Andrews
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Emily S. Barrett
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Jeffrey L. Carson
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Martin J. Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, NJ, USA
| | - Reynold A. Panettieri
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Shristi Rawal
- Department of Clinical and Preventive Nutrition Sciences, Rutgers School of Health Professions, Newark, NJ, USA
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13
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Peng JX, Wang LZ, Wang QT, Li HL, Lin LJ, He JM. Tenofovir versus entecavir on the prognosis of hepatitis B virus-related hepatocellular carcinoma: a reconstructed individual patient data meta-analysis. Front Pharmacol 2024; 15:1393861. [PMID: 39239648 PMCID: PMC11374766 DOI: 10.3389/fphar.2024.1393861] [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: 02/29/2024] [Accepted: 07/16/2024] [Indexed: 09/07/2024] Open
Abstract
Background: Hepatitis B, often leading to Hepatocellular carcinoma (HCC), poses a major global health challenge. While Tenofovir (TDF) and Entecavir (ETV) are potent treatments, their comparative effectiveness in improving recurrence-free survival (RFS) and overall survival (OS) rates in HBV-related HCC is not well-established. Methods: We conducted an individual patient data meta-analysis using survival data from randomized trials and high-quality propensity score-matched studies to compare the impact of Tenofovir (TDF) and Entecavir (ETV) on RFS and OS in HBV-related HCC patients. Data from six databases and gray literature up to 30 August 2023, were analyzed, utilizing Kaplan-Meier curves, stratified Cox models, and shared frailty models for survival rate assessment and to address between-study heterogeneity. The study employed restricted mean survival time analysis to evaluate differences in RFS and OS between TDF-treated and ETV-treated patients. Additionally, landmark analyses compared early (<2 years) and late (≥2 years) tumor recurrence in these cohorts. Results: This study incorporated seven research articles, covering 4,602 patients with HBV-related HCC (2,082 on TDF and 2,520 on ETV). Within the overall cohort, TDF recipients demonstrated significantly higher RFS (p = 0.042) and OS (p < 0.001) than those on ETV. The stratified Cox model revealed significantly improved OS for the TDF group compared to the ETV group (hazard ratio, 0.756; 95% confidence interval, 0.639-0.896; p = 0.001), a result corroborated by the shared frailty model. Over a follow-up period of 1-8 years, no significant difference was noted in the mean time to death between the TDF and ETV groups. The rates of early recurrence did not significantly differ between the groups (p = 0.735). However, TDF treatment was significantly associated with a reduced risk of late recurrence compared to ETV (p < 0.001). In the HCC resection subgroup, the disparities in OS, early, and late recurrence rates between the two treatments paralleled those seen in the overall cohort. Conclusion: Compared to ETV, TDF may enhance OS and reduce late tumor recurrence risk in HBV-related HCC patients receiving curative treatment. However, there was no statistically significant distinction in the timing of tumor recurrence and mortality between patients administered TDF and those prescribed ETV. Systematic Review Registration: http://www.crd.york.ac.uk/prospero/.
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Affiliation(s)
- Jian-Xin Peng
- Department of Hepatobiliary Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Ling-Zhi Wang
- Department of Anesthesia, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qiu-Ting Wang
- Department of Hepatobiliary Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Hui-Long Li
- Department of Hepatobiliary Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Li-Jun Lin
- Department of Hepatobiliary Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
| | - Jun-Ming He
- Department of Hepatobiliary Surgery, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China
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14
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Ghosh P, Niesen MJ, Pawlowski C, Bandi H, Yoo U, Lenehan PJ, Kumar-M P, Nadig M, Ross J, Ardhanari S, O’Horo JC, Venkatakrishnan A, Rosen CJ, Telenti A, Hurt RT, Soundararajan V. Case-control study on post-COVID-19 conditions reveals severe acute infection and chronic pulmonary disease as potential risk factors. iScience 2024; 27:110406. [PMID: 39081289 PMCID: PMC11284568 DOI: 10.1016/j.isci.2024.110406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 08/28/2023] [Accepted: 06/26/2024] [Indexed: 08/02/2024] Open
Abstract
Post-COVID-19 conditions (long COVID) has impacted many individuals, yet risk factors for this condition are poorly understood. This retrospective analysis of 88,943 COVID-19 patients at a multi-state US health system compares phenotypes, laboratory tests, medication orders, and outcomes for 1,086 long-COVID patients and their matched controls. We found that history of chronic pulmonary disease (CPD) (odds ratio: 1.9, 95% CI: [1.5, 2.6]), migraine (OR: 2.2, [1.6, 3.1]), and fibromyalgia (OR: 2.3, [1.3, 3.8]) were more common for long-COVID patients. During the acute infection phase long COVID patients exhibited high triglycerides, low HDL cholesterol, and a high neutrophil-lymphocyte ratio; and were more likely hospitalized (5% vs. 1%). Our findings suggest severity of acute infection and history of CPD, migraine, chronic fatigue syndrome (CFS), or fibromyalgia as risk factors for long COVID. These results suggest that suppressing acute disease severity proactively, especially in patients at high risk, can reduce incidence of long COVID.
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Affiliation(s)
| | | | | | - Hari Bandi
- nference, Inc., Cambridge, MA 02139, USA
| | - Unice Yoo
- nference, Inc., Cambridge, MA 02139, USA
| | | | | | | | - Jason Ross
- nference, Inc., 18 3rd St. S.W., Rochester, MN 55902, USA
| | | | | | | | - Clifford J. Rosen
- Maine Medical Center, Portland, ME 04102, USA
- RECOVER Maine, MaineHealth Institute for Research, Scarborough, ME, USA
| | | | | | - Venky Soundararajan
- nference Labs, Bengaluru, India
- nference, Inc., Cambridge, MA 02139, USA
- nference, Inc., 18 3rd St. S.W., Rochester, MN 55902, USA
- nference, Inc., 2424 Erwin Road, Durham, NC 27705, USA
- Anumana, Inc., Cambridge, MA 02139, USA
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15
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Delgado-Lima AH, Bouhaben J, Delgado-Losada ML. Maximizing Participation in Olfactory Training in a Sample with Post-COVID-19 Olfactory Loss. Brain Sci 2024; 14:730. [PMID: 39061470 PMCID: PMC11274705 DOI: 10.3390/brainsci14070730] [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: 07/02/2024] [Revised: 07/15/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024] Open
Abstract
PURPOSE This study aims to highlight the feasibility of an olfactory training program entirely monitored through online media in COVID-19 patients. METHODS Classic olfactory training was performed with a sample with olfactory loss due COVID-19 (n = 11). Participants were engaged on a weekly video call in order to improve adherence and collect information regarding the number of correct answers and the individuals' perception of olfactory function. The olfactory status after training was compared to two groups, one composed of participants who contracted COVID-19 but did not report olfactory loss (n = 11) and a sample composed of healthy participants (n = 11). RESULTS The experimental group showed improvements throughout the training period (TDI score on week 0 was 20.3 (5.6) and 24.6 (4.3) for week 12, and on week 24 was 25.4 (6.2) (F = 5.115, df = 2, 20, p = 0.016), and post hoc tests showed that participants significantly improved their TDI score in W12 compared to W0 (SMD = 0.869, p = 0.041) and in W24 compared to W0 (SMD = 0.859, p = 0.041). The experimental group showed lower scores when compared with both groups, and the no OT COVID-19 group showed lower scores than the healthy control group, even though they did not report olfactory alterations. CONCLUSIONS Findings suggest that the strategies applied to improve adherence were successful since 100% of the sample completed the training adherence, offering a valuable framework for future olfactory training studies.
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Affiliation(s)
| | | | - María Luisa Delgado-Losada
- Experimental Psychology, Cognitive Processes and Speech Therapy Department, Faculty of Psychology, Complutense University of Madrid, 28223 Pozuelo de Alarcón, Spain; (A.H.D.-L.); (J.B.)
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16
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Sina EM, Campbell DJ, Duffy A, Mandloi S, Benedict P, Farquhar D, Unsal A, Nyquist G. Evaluating ChatGPT as a Patient Education Tool for COVID-19-Induced Olfactory Dysfunction. OTO Open 2024; 8:e70011. [PMID: 39286736 PMCID: PMC11403001 DOI: 10.1002/oto2.70011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 08/20/2024] [Accepted: 08/28/2024] [Indexed: 09/19/2024] Open
Abstract
Objective While most patients with COVID-19-induced olfactory dysfunction (OD) recover spontaneously, those with persistent OD face significant physical and psychological sequelae. ChatGPT, an artificial intelligence chatbot, has grown as a tool for patient education. This study seeks to evaluate the quality of ChatGPT-generated responses for COVID-19 OD. Study Design Quantitative observational study. Setting Publicly available online website. Methods ChatGPT (GPT-4) was queried 4 times with 30 identical questions. Prior to questioning, Chat-GPT was "prompted" to respond (1) to a patient, (2) to an eighth grader, (3) with references, and (4) no prompt. Answer accuracy was independently scored by 4 rhinologists using the Global Quality Score (GCS, range: 1-5). Proportions of responses at incremental score thresholds were compared using χ 2 analysis. Flesch-Kincaid grade level was calculated for each answer. Relationship between prompt type and grade level was assessed via analysis of variance. Results Across all graded responses (n = 480), 364 responses (75.8%) were "at least good" (GCS ≥ 4). Proportions of responses that were "at least good" (P < .0001) or "excellent" (GCS = 5) (P < .0001) differed by prompt; "at least moderate" (GCS ≥ 3) responses did not (P = .687). Eighth-grade level (14.06 ± 2.3) and patient-friendly (14.33 ± 2.0) responses were significantly lower mean grade level than no prompting (P < .0001). Conclusion ChatGPT provides appropriate answers to most questions on COVID-19 OD regardless of prompting. However, prompting influences response quality and grade level. ChatGPT responds at grade levels above accepted recommendations for presenting medical information to patients. Currently, ChatGPT offers significant potential for patient education as an adjunct to the conventional patient-physician relationship.
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Affiliation(s)
- Elliott M Sina
- Sidney Kimmel Medical College Thomas Jefferson University Philadelphia Pennsylvania USA
| | - Daniel J Campbell
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Alexander Duffy
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Shreya Mandloi
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Peter Benedict
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Douglas Farquhar
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Aykut Unsal
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
| | - Gurston Nyquist
- Department of Otolaryngology Thomas Jefferson University Hospital Philadelphia Pennsylvania USA
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17
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Gudziol H, Giszas B, Schade U, Bitter T, Reuken PA, Stallmach A, Guntinas-Lichius O. [Post-COVID patients with persistent chemosensory symptoms are rare in the general population]. Laryngorhinootologie 2024; 103:514-521. [PMID: 38387482 DOI: 10.1055/a-2246-2357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
OBJECTIVE The prevalence of long-/post-COVID-associated chemosensory symptoms is reported in the literature to be significantly higher than clinical reality reflects. METHODS 1. N= 4062 adults acutely infected with SARS-CoV-2 and their symptoms transmitted by the Jena health office to the Robert Koch Institute between March 2020 and September 2021 were evaluated. 2. Part of the same cohort (N = 909 of 4062) answered an extensive questionnaire at least 3 months after the start of the infection, including existing chemosensory post-COVID-associated complaints. 3. Fourteen post-COVID Jena patients with chemosensory symptoms who had become acutely infected during the same period were diagnosed, treated and advised in our ENT specialist outpatient clinic. RESULTS The prevalence of chemosensory symptoms at the onset of infection was 19% (600/3187). About every second written respondent of the formerly acutely infected (441/890) remembered chemosensory symptoms during their COVID-19 infection. Of these, around 38% (167/441) complained of persistent chemosensory post-COVID symptoms after an average of 14.5 months. Only 2.3% (14/600) of the previously acutely infected patients with chemosensory symptoms sought medical help in a special consultation. Quantitative chemosensory damage could only be objectified in half, i.e. 1.2% (7/600) of the total cohort. CONCLUSIONS Despite a high prevalence of subjective chemosensory symptoms in acutely and formerly SARS-CoV-2 infected people, there is only a low need for specialized treatment, so that, unlike other post-COVID-associated complaints, the healthcare system as a whole appears to be less significantly burdened.
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Affiliation(s)
- Hilmar Gudziol
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Uniklinikum, DE 07747 Jena, Germany
| | - Benjamin Giszas
- Klinik für Innere Medizin IV (Gastroenterologie, Hepatologie, Infektiologie), Uniklinikum, DE 07747 Jena, Germany
| | - Ulrike Schade
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Uniklinikum, DE 07747 Jena, Germany
| | - Thomas Bitter
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Uniklinikum, DE 07747 Jena, Germany
| | - Philipp A Reuken
- Klinik für Innere Medizin IV (Gastroenterologie, Hepatologie, Infektiologie), Uniklinikum, DE 07747 Jena, Germany
| | - Andreas Stallmach
- Klinik für Innere Medizin IV (Gastroenterologie, Hepatologie, Infektiologie), Uniklinikum, DE 07747 Jena, Germany
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18
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Arango-Ibanez JP, Córdoba-Melo BD, Gutiérrez Posso JM, Barbosa-Rengifo MM, Herrera CJ, Quintana Da Silva MA, Buitrago AF, Coronel Gilio ML, Pow-Chong-Long F, Gómez-Mesa JE. Long COVID Clusters of Symptoms Persist beyond Two Years after Infection: Insights from the CARDIO COVID 20-21 Registry. Viruses 2024; 16:1028. [PMID: 39066191 PMCID: PMC11281355 DOI: 10.3390/v16071028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 06/21/2024] [Accepted: 06/24/2024] [Indexed: 07/28/2024] Open
Abstract
Long COVID presents with diverse symptoms after COVID-19. Different clusters of symptoms have been reported; however, their persistence beyond 2 years after COVID-19 remains unclear. In this cohort study, we prospectively evaluated individuals with previous severe COVID-19 presenting with long COVID at a two-year follow-up. We characterized the included patients and performed a cluster analysis of symptoms through multiple correspondence analysis and hierarchical clustering. A total of 199 patients with long COVID were included. The median age was 58 years (48-69), 56% were male, and the median follow-up time since the COVID-19 diagnosis was 26 months (IQR: 25, 27). Three symptom clusters were identified: Cluster 1 is characterized by fatigue, myalgia/arthralgia, a low prevalence of symptoms, and a lack of specific symptoms; Cluster 2 is defined by a high prevalence of fatigue, myalgia/arthralgia, and cardiorespiratory symptoms, including palpitations, shortness of breath, cough, and chest pain; and Cluster 3 is demonstrated a high prevalence of ageusia, anosmia, fatigue, and cardiorespiratory symptoms. Our study reinforces the concept of symptom clustering in long COVID, providing evidence that these clusters may persist beyond two years after a COVID-19 diagnosis. This highlights the chronic and debilitating nature of long COVID and the importance of developing strategies to mitigate symptoms in these patients.
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Affiliation(s)
- Juan Pablo Arango-Ibanez
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili, Cali 760032, Colombia; (J.P.A.-I.); (B.D.C.-M.); (M.M.B.-R.)
| | - Brayan Daniel Córdoba-Melo
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili, Cali 760032, Colombia; (J.P.A.-I.); (B.D.C.-M.); (M.M.B.-R.)
| | - Juliana María Gutiérrez Posso
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili, Cali 760032, Colombia; (J.P.A.-I.); (B.D.C.-M.); (M.M.B.-R.)
| | - Mario Miguel Barbosa-Rengifo
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili, Cali 760032, Colombia; (J.P.A.-I.); (B.D.C.-M.); (M.M.B.-R.)
| | - Cesar J. Herrera
- Departamento de Cardiología, Centros de Diagnóstico y Medicina Avanzada y de Conferencias Médicas y Telemedicina (CEDIMAT), Santo Domingo F3QG+PJ6, Dominican Republic
| | | | | | | | | | - Juan Esteban Gómez-Mesa
- Centro de Investigaciones Clínicas (CIC), Fundación Valle del Lili, Cali 760032, Colombia; (J.P.A.-I.); (B.D.C.-M.); (M.M.B.-R.)
- Facultad de Ciencias de la Salud, Universidad Icesi, Cali 760031, Colombia
- Departamento de Cardiología, Fundación Valle del Lili, Cali 760032, Colombia
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19
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Ma L, Liu Q, Wang M, Liu L, Hu Z, Zhou Y, Liu J. Severe acute respiratory syndrome coronavirus 2 pathology and cell tropism in tongue tissues of COVID-19 autopsies. Front Cell Infect Microbiol 2024; 14:1394721. [PMID: 38975331 PMCID: PMC11224463 DOI: 10.3389/fcimb.2024.1394721] [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] [Received: 04/12/2024] [Accepted: 06/06/2024] [Indexed: 07/09/2024] Open
Abstract
Since 2019, Coronavirus Disease 2019(COVID-19) has affected millions of people worldwide. Except for acute respiratory distress syndrome, dysgeusis is also a common symptom of COVID-19 that burdens patients for weeks or permanently. However, the mechanisms underlying taste dysfunctions remain unclear. Here, we performed complete autopsies of five patients who died of COVID-19. Integrated tongue samples, including numerous taste buds, salivary glands, vessels, and nerves were collected to map the pathology, distribution, cell tropism, and receptor distribution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in the tongue. Our results revealed that all patients had moderate lymphocyte infiltration around the salivary glands and in the lamina propria adjacent to the mucosa, and pyknosis in the epithelia of taste buds and salivary glands. This may be because the serous acini, salivary gland ducts, and taste buds are the primary sites of SARS-CoV-2 infection. Multicolor immunofluorescence showed that SARS-CoV-2 readily infects Keratin (KRT)7+ taste receptor cells in taste buds, secretory cells in serous acini, and inner epithelial cells in the ducts. The major receptors, angiotensin-converting enzyme 2 (ACE2) and transmembrane protease serine subtype 2 (TMPRSS2), were both abundantly expressed in these cells. Viral antigens and receptor were both rarely detected in vessels and nerves. This indicates that SARS-CoV-2 infection triggers pathological injury in the tongue, and that dysgeusis may be directly related to viral infection and cellular damage.
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Affiliation(s)
- Longda Ma
- Department of Forensic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, China
| | - Qian Liu
- Department of Forensic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Manli Wang
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, China
| | - Liang Liu
- Department of Forensic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Zhihong Hu
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, China
| | - Yiwu Zhou
- Department of Forensic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China
| | - Jia Liu
- State Key Laboratory of Virology, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, China
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20
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Petersen M, Becker B, Schell M, Mayer C, Naegele FL, Petersen E, Twerenbold R, Thomalla G, Cheng B, Betz C, Hoffmann AS. Reduced olfactory bulb volume accompanies olfactory dysfunction after mild SARS-CoV-2 infection. Sci Rep 2024; 14:13396. [PMID: 38862636 PMCID: PMC11167024 DOI: 10.1038/s41598-024-64367-z] [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: 10/16/2023] [Accepted: 06/06/2024] [Indexed: 06/13/2024] Open
Abstract
Despite its high prevalence, the determinants of smelling impairment in COVID-19 remain not fully understood. In this work, we aimed to examine the association between olfactory bulb volume and the clinical trajectory of COVID-19-related smelling impairment in a large-scale magnetic resonance imaging (MRI) analysis. Data of non-vaccinated COVID-19 convalescents recruited within the framework of the prospective Hamburg City Health Study COVID Program between March and December 2020 were analyzed. At baseline, 233 participants underwent MRI and neuropsychological testing as well as a structured questionnaire for olfactory function. Between March and April 2022, olfactory function was assessed at follow-up including quantitative olfactometric testing with Sniffin' Sticks. This study included 233 individuals recovered from mainly mild to moderate SARS-CoV-2 infections. Longitudinal assessment demonstrated a declining prevalence of self-reported olfactory dysfunction from 67.1% at acute infection, 21.0% at baseline examination and 17.5% at follow-up. Participants with post-acute self-reported olfactory dysfunction had a significantly lower olfactory bulb volume at baseline than normally smelling individuals. Olfactory bulb volume at baseline predicted olfactometric scores at follow-up. Performance in neuropsychological testing was not significantly associated with the olfactory bulb volume. Our work demonstrates an association of long-term self-reported smelling dysfunction and olfactory bulb integrity in a sample of individuals recovered from mainly mild to moderate COVID-19. Collectively, our results highlight olfactory bulb volume as a surrogate marker that may inform diagnosis and guide rehabilitation strategies in COVID-19.
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Affiliation(s)
- Marvin Petersen
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany.
| | - Benjamin Becker
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Maximilian Schell
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Carola Mayer
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Felix L Naegele
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Elina Petersen
- Population Health Research Department, University Heart and Vascular Center, Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, Hamburg, Germany
| | - Raphael Twerenbold
- Population Health Research Department, University Heart and Vascular Center, Hamburg, Germany
- Department of Cardiology, University Heart and Vascular Center, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Luebeck, Hamburg, Germany
- University Center of Cardiovascular Science, University Heart and Vascular Center, Hamburg, Germany
| | - Götz Thomalla
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Bastian Cheng
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246, Hamburg, Germany
| | - Christian Betz
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Anna S Hoffmann
- Department of Otorhinolaryngology and Head and Neck Surgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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21
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Sienkiewicz-Oleszkiewicz B, Hummel T. Olfactory function in diabetes mellitus. J Clin Transl Endocrinol 2024; 36:100342. [PMID: 38585386 PMCID: PMC10997837 DOI: 10.1016/j.jcte.2024.100342] [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] [Received: 02/12/2024] [Revised: 03/18/2024] [Accepted: 03/29/2024] [Indexed: 04/09/2024] Open
Abstract
Diabetes mellitus (DM) is an increasingly common disease in both children and adults. In addition to neuronal and/or vascular disorders, it can cause chemosensory abnormalities including olfactory deterioration. The purpose of this article is to summarize current knowledge on olfactory function in DM, highlighting the impact of co-morbidities, especially obesity, thyroid dysfunction, chronic kidney disease and COVID-19 on olfactory outcomes. Research to date mostly shows that olfactory impairment is more common in people with diabetes than in the general population. In addition, the presence of concomitant diseases is a factor increasing olfactory impairment. Such a correlation was shown for type 1 diabetes, type 2 diabetes and gestational diabetes. At the same time, not only chronic diseases, but also DM in acute conditions such as COVID-19 leads to a higher prevalence of olfactory disorders during infection. Analyzing the existing literature, it is important to be aware of the limitations of published studies. These include the small number of patients studied, the lack of uniformity in the methods used to assess the sense of smell, frequently relying on rated olfactory function only, and the simultaneous analysis of patients with different types of diabetes, often without a clear indication of diabetes type. In addition, the number of available publications is small. Certainly, further research in this area is needed. From a practical point of view decreased olfactory performance may be an indicator for central neuropathy and an indication for assessing the patient's nutritional status, examining cognitive function, especially in older patients and performing additional diagnostic tests, such as checking thyroid function, because all those changes were correlated with smell deterioration.
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Affiliation(s)
- Beata Sienkiewicz-Oleszkiewicz
- Department of Clinical Pharmacology, Faculty of Pharmacy, Wroclaw Medical University, ul. Borowska 211a, 50-556 Wrocław, Poland
- Smell and Taste Clinic, Department of Otorhinolaryngology, Technical University Dresden, Fetscherstr. 74, 01307 Dresden, Germany
| | - Thomas Hummel
- Smell and Taste Clinic, Department of Otorhinolaryngology, Technical University Dresden, Fetscherstr. 74, 01307 Dresden, Germany
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22
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Cecchini MP, Pizzini FB, Boschi F, Marcon A, Moro L, Gordon E, Guizard N, Cavedo E, Ricatti MJ, Veronese S, Tamburin S, Tinazzi M, Mansueto G, Sbarbati A. Long-term effects of SARS-CoV-2 infection in patients with and without chemosensory disorders at disease onset: a psychophysical and magnetic resonance imaging exploratory study. Neurol Sci 2024; 45:2409-2418. [PMID: 38441790 PMCID: PMC11082021 DOI: 10.1007/s10072-024-07429-4] [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: 10/27/2023] [Accepted: 02/28/2024] [Indexed: 05/12/2024]
Abstract
A preserved sense of smell and taste allows us to understand many environmental "messages" and results in meaningfully improvements to quality of life. With the COVID-19 pandemic, it became clear how important these senses are for social and nutritional status and catapulted this niche chemosensory research area towards widespread interest. In the current exploratory work, we assessed two groups of post-COVID-19 patients who reported having had (Group 1) or not (Group 2) a smell/taste impairment at the disease onset. The aim was to compare them using validated smell and taste tests as well as with brain magnetic resonance imaging volumetric analysis. Normative data were used for smell scores comparison and a pool of healthy subjects, recruited before the pandemic, served as controls for taste scores. The majority of patients in both groups showed an olfactory impairment, which was more severe in Group 1 (median UPSIT scores: 24.5 Group 1 vs 31.0 Group 2, p = 0.008), particularly among women (p = 0.014). No significant differences emerged comparing taste scores between Group 1 and Group 2, but dysgeusia was only present in Group 1 patients. However, for taste scores, a significant difference was found between Group 1 and controls (p = 0.005). No MRI anatomical abnormalities emerged in any patients while brain volumetric analysis suggested a significant difference among groups for the right caudate nucleus (p = 0.028), although this was not retained following Benjamini-Hochberg correction. This exploratory study could add new information in COVID-19 chemosensory long-lasting impairment and address future investigations on the post-COVID-19 patients' research.
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Affiliation(s)
- Maria Paola Cecchini
- Department of Neurosciences, Biomedicines and Movement Sciences, Anatomy and Histology Section, Verona University, Strada Le Grazie 8, 37134, Verona, Italy.
| | | | - Federico Boschi
- Department of Engineering for Innovation Medicine, Engineering and Physics Section, Verona University, Verona, Italy
| | - Alessandro Marcon
- Department of Diagnostics and Public Heath, Unit of Epidemiology and Medical Statistics, Verona University, Verona, Italy
| | - Lucia Moro
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore, Negrar, Italy
| | | | | | | | - Maria Jimena Ricatti
- Department of Neurosciences, Biomedicines and Movement Sciences, Anatomy and Histology Section, Verona University, Strada Le Grazie 8, 37134, Verona, Italy
| | - Sheila Veronese
- Department of Neurosciences, Biomedicines and Movement Sciences, Anatomy and Histology Section, Verona University, Strada Le Grazie 8, 37134, Verona, Italy
| | - Stefano Tamburin
- Department of Neurosciences, Biomedicines and Movement Sciences, Neurology Unit, Verona University, Verona, Italy
| | - Michele Tinazzi
- Department of Neurosciences, Biomedicines and Movement Sciences, Neurology Unit, Verona University, Verona, Italy
| | - Giancarlo Mansueto
- Department of Engineering for Innovation Medicine, Radiology Unit, Verona University, Verona, Italy
| | - Andrea Sbarbati
- Department of Neurosciences, Biomedicines and Movement Sciences, Anatomy and Histology Section, Verona University, Strada Le Grazie 8, 37134, Verona, Italy
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23
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Vilarello BJ, Jacobson PT, Snyder CJ, Choo TH, Gallagher LW, Caruana FF, Tervo JP, Gary JB, Saak TM, Gudis DA, Joseph PV, Goldberg TE, Devanand DP, Overdevest JB. Subjective versus Psychophysical Measures of Chemosensory Alterations following COVID-19. ORL J Otorhinolaryngol Relat Spec 2024; 86:107-117. [PMID: 38797162 PMCID: PMC11585663 DOI: 10.1159/000539378] [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: 03/17/2023] [Accepted: 05/13/2024] [Indexed: 05/29/2024]
Abstract
INTRODUCTION Olfactory dysfunction is a common symptom of COVID-19. However, subjective perception of olfactory function does not always correlate well with more objective measures. This study seeks to clarify associations between subjective and psychophysical measures of olfaction and gustation in patients with subjective chemosensory dysfunction following COVID-19. METHODS Adults with persistent COVID-19-associated chemosensory disturbance were recruited for a prospective, longitudinal cohort study at a tertiary care institution. Participants provided subjective measures of olfactory and gustatory function and underwent psychophysical assessment using Sniffin' Sticks olfactory and Monell gustatory tests. RESULTS Data analysis (n = 65) showed a statistically significant association between subjective and psychophysical measures of olfaction (p < 0.001). For each one-point increase in subjectively-reported olfactory ability, there is, on average, a 0.11 (95% CI: 0.06, 0.16; p < 0.001) point increase in TDI score while adjusting for age at baseline assessment, sex, and follow-up time. For each one-point increase in subjectively-reported olfactory ability, there is, on average, a 0.04 (95% CI: 0.02, 0.06; p < 0.001) point and 0.05 (95% CI: 0.03, 0.07; p < 0.001) point increase in discrimination and identification scores, respectively, when adjusting for age at baseline assessment, sex, and follow-up time. CONCLUSION Subjective olfaction shows a mild to moderate association with psychophysical measures, but it fails to comprehensively assess persistent COVID-19-associated chemosensory deficits. The lack of significant association between subjective olfaction and threshold limits the utility of subjective olfaction in tracking recovery. These findings support the push for more widespread psychophysical chemosensory testing.
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Affiliation(s)
- Brandon J Vilarello
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA,
| | - Patricia T Jacobson
- Department of Otolaryngology-Head and Neck Surgery, New York-Presbyterian, Columbia University Irving Medical Center, New York, New York, USA
| | - Clayton J Snyder
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, New York, USA
| | - Tse-Hwei Choo
- Division of Mental Health Data Science, New York State Psychiatric Institute, New York, New York, USA
| | - Liam W Gallagher
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Francesco F Caruana
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Jeremy P Tervo
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Joseph B Gary
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - Tiana M Saak
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | - David A Gudis
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- Department of Otolaryngology-Head and Neck Surgery, New York-Presbyterian, Columbia University Irving Medical Center, New York, New York, USA
| | - Paule V Joseph
- National Institute of Alcohol Abuse and Alcoholism, Section of Sensory Science and Metabolism and National Institute of Nursing Research, Bethesda, Maryland, USA
| | - Terry E Goldberg
- Department of Psychiatry, New York-Presbyterian, Columbia University Irving Medical Center, New York, New York, USA
| | - Devangere P Devanand
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- Department of Psychiatry, New York-Presbyterian, Columbia University Irving Medical Center, New York, New York, USA
| | - Jonathan B Overdevest
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
- Department of Otolaryngology-Head and Neck Surgery, New York-Presbyterian, Columbia University Irving Medical Center, New York, New York, USA
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24
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Stanley HB, Pereda-Campos V, Mantel M, Rouby C, Daudé C, Aguera PE, Fornoni L, Hummel T, Weise S, Mignot C, Konstantinidis I, Garefis K, Ferdenzi C, Pierron D, Bensafi M. Identification of the needs of individuals affected by COVID-19. COMMUNICATIONS MEDICINE 2024; 4:83. [PMID: 38724573 PMCID: PMC11082167 DOI: 10.1038/s43856-024-00510-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 04/25/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND The optimal management of COVID-19 symptoms and their sequelae remains an important area of clinical research. Policy makers have little scientific data regarding the effects on the daily life of affected individuals and the identification of their needs. Such data are needed to inform effective care policy. METHODS We studied 639 people with COVID-19 resident in France via an online questionnaire. They reported their symptoms, effects on daily life, and resulting needs, with particular focus on olfaction. RESULTS The results indicate that a majority of participants viewed their symptoms as disabling, with symptoms affecting their physical and mental health, social and professional lives. 60% of the individuals reported having unmet medical, psychological and socio-professional support needs. Finally, affected individuals were concerned about the risk and invasiveness of possible treatments as shown by a preference for non-invasive intervention over surgery to cure anosmia. CONCLUSIONS It is important that policy makers take these needs into consideration in order to assist affected individuals to regain a normal quality of life.
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Affiliation(s)
- Halina B Stanley
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France.
| | - Veronica Pereda-Campos
- Équipe de Médecine Evolutive Faculté de chirurgie dentaire-UMR5288, CNRS/Université Paul-Sabatier Toulouse III, Toulouse, 31400, France
| | - Marylou Mantel
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
- Équipe de Médecine Evolutive Faculté de chirurgie dentaire-UMR5288, CNRS/Université Paul-Sabatier Toulouse III, Toulouse, 31400, France
| | - Catherine Rouby
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
| | - Christelle Daudé
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
| | - Pierre-Emmanuel Aguera
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
| | - Lesly Fornoni
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
| | - Thomas Hummel
- Smell & Taste Clinic, Department of Otorhinlaryngology, Technische Universität Dresden, Dresden, Germany
| | - Susanne Weise
- Smell & Taste Clinic, Department of Otorhinlaryngology, Technische Universität Dresden, Dresden, Germany
| | - Coralie Mignot
- Smell & Taste Clinic, Department of Otorhinlaryngology, Technische Universität Dresden, Dresden, Germany
| | - Iordanis Konstantinidis
- 2nd Academic ORL Department, Papageorgiou Hospital, Aristotle University, Thessaloniki, Greece
| | - Konstantinos Garefis
- 2nd Academic ORL Department, Papageorgiou Hospital, Aristotle University, Thessaloniki, Greece
| | - Camille Ferdenzi
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France
| | - Denis Pierron
- Équipe de Médecine Evolutive Faculté de chirurgie dentaire-UMR5288, CNRS/Université Paul-Sabatier Toulouse III, Toulouse, 31400, France
| | - Moustafa Bensafi
- Université Claude Bernard Lyon 1, CNRS, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL U1028 UMR5292, NEUROPOP, F-69500, Bron, France.
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25
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Thippeswamy SN, Nataraju KT. Olfactory Dysfunction in COVID-19 Patients in a Tertiary Care Hospital; A Cross-Sectional Observational Study. IRANIAN JOURNAL OF OTORHINOLARYNGOLOGY 2024; 36:459-466. [PMID: 38745684 PMCID: PMC11090092 DOI: 10.22038/ijorl.2024.76275.3557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 04/02/2024] [Indexed: 05/16/2024]
Abstract
Introduction Sudden onset of olfactory dysfunction (OD) manifesting as hyposmia and/or anosmia occurred in many COVID-19 patients, with a frequency as high as 85.6%. Given the morbidity and mortality of COVID-19, it is important to recognize the symptoms early so that the infected person can be diagnosed, isolated and treated early. Hence, this study was undertaken to know the prevalence of Sino-nasal symptoms with special reference to olfactory dysfunction in COVID-19 patients. Materials and Methods It is a cross sectional observational study involving 160 COVID-19 patients aged 18 to 100 years selected by universal sampling. OD was analyzed and compared with various inflammatory markers and Sino-nasal symptoms. Patients were followed up until their discharge from the hospital or until death due to COVID-19 related health issues. Results Out of 160 subjects included in the study, 61.88 % of the study participants were males and 38.13% were females. The mean age was 44.50 ± 16.43 years. A total of 51 patients (31.87%) developed OD. Fifty one (31.87%) patients developed OD (anosmia/hyposmia). Among the individuals with anosmia/hyposmia, majority of patients (n=26) (50.98%) complained of more than 75% loss of smell sensation. Mean duration of anosmia/hyposmia was 9.92 ± 3.71 days. OD correlated with serum ferritin levels (p=0.0453). Conclusion Anosmia/hyposmia was found in significant proportion of patients with covid-19 which correlated with the disease severity and serum ferritin levels and hence can serve as surrogate marker of disease severity.
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Affiliation(s)
| | - Kamalesh Thagadur Nataraju
- Department of General Medicine, SS Institute of Medical Sciences and Research Centre, Davanagere, Karnataka, India.
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26
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Yang K, Hasegawa Y, Bhattarai JP, Hua J, Dower M, Etyemez S, Prasad N, Duvall L, Paez A, Smith A, Wang Y, Zhang YF, Lane AP, Ishizuka K, Kamath V, Ma M, Kamiya A, Sawa A. Inflammation-related pathology in the olfactory epithelium: its impact on the olfactory system in psychotic disorders. Mol Psychiatry 2024; 29:1453-1464. [PMID: 38321120 PMCID: PMC11189720 DOI: 10.1038/s41380-024-02425-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 01/03/2024] [Accepted: 01/08/2024] [Indexed: 02/08/2024]
Abstract
Smell deficits and neurobiological changes in the olfactory bulb (OB) and olfactory epithelium (OE) have been observed in schizophrenia and related disorders. The OE is the most peripheral olfactory system located outside the cranium, and is connected with the brain via direct neuronal projections to the OB. Nevertheless, it is unknown whether and how a disturbance of the OE affects the OB in schizophrenia and related disorders. Addressing this gap would be the first step in studying the impact of OE pathology in the disease pathophysiology in the brain. In this cross-species study, we observed that chronic, local OE inflammation with a set of upregulated genes in an inducible olfactory inflammation (IOI) mouse model led to a volume reduction, layer structure changes, and alterations of neuron functionality in the OB. Furthermore, IOI model also displayed behavioral deficits relevant to negative symptoms (avolition) in parallel to smell deficits. In first episode psychosis (FEP) patients, we observed a significant alteration in immune/inflammation-related molecular signatures in olfactory neuronal cells (ONCs) enriched from biopsied OE and a significant reduction in the OB volume, compared with those of healthy controls (HC). The increased expression of immune/inflammation-related molecules in ONCs was significantly correlated to the OB volume reduction in FEP patients, but no correlation was found in HCs. Moreover, the increased expression of human orthologues of the IOI genes in ONCs was significantly correlated with the OB volume reduction in FEP, but not in HCs. Together, our study implies a potential mechanism of the OE-OB pathology in patients with psychotic disorders (schizophrenia and related disorders). We hope that this mechanism may have a cross-disease implication, including COVID-19-elicited mental conditions that include smell deficits.
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Affiliation(s)
- Kun Yang
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yuto Hasegawa
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Janardhan P Bhattarai
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Jun Hua
- Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Milan Dower
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Semra Etyemez
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Neal Prasad
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Lauren Duvall
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Adrian Paez
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
| | - Amy Smith
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yingqi Wang
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yun-Feng Zhang
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Andrew P Lane
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Koko Ishizuka
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Vidyulata Kamath
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Minghong Ma
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Atsushi Kamiya
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Akira Sawa
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Pharmacology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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Merle-Nguyen L, Ando-Grard O, Bourgon C, St Albin A, Jacquelin J, Klonjkowski B, Le Poder S, Meunier N. Early corticosteroid treatment enhances recovery from SARS-CoV-2 induced loss of smell in hamster. Brain Behav Immun 2024; 118:78-89. [PMID: 38367845 DOI: 10.1016/j.bbi.2024.02.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 02/03/2024] [Accepted: 02/14/2024] [Indexed: 02/19/2024] Open
Abstract
Among the numerous long COVID symptoms, olfactory dysfunction persists in ∼10 % of patients suffering from SARS-CoV-2 induced anosmia. Among the few potential therapies, corticoid treatment has been used for its anti-inflammatory effect with mixed success in patients. In this study, we explored its impact using hamster as an animal model. SARS-CoV-2 infected hamsters lose their smell abilities and this loss is correlated with damage of the olfactory epithelium and persistent presence of innate immunity cells. We started a dexamethasone treatment 2 days post infection, when olfaction was already impacted, until 11 days post infection when it started to recover. We observed an improvement of olfactory capacities in the animals treated with corticoid compared to those treated with vehicle. This recovery was not related to differences in the remaining damage to the olfactory epithelium, which was similar in both groups. This improvement was however correlated with a reduced inflammation in the olfactory epithelium with a local increase of the mature olfactory neuron population. Surprisingly, at 11 days post infection, we observed an increased and disorganized presence of immature olfactory neurons, especially in persistent inflammatory zones of the epithelium. This unusual population of immature olfactory neurons coincided with a strong increase of olfactory epithelium proliferation in both groups. Our results indicate that persistent inflammation of the olfactory epithelium following SARS-CoV-2 infection may alter the extent and speed of regeneration of the olfactory neuron population, and that corticoid treatment is effective to limit inflammation and improve olfaction recovery following SARS-CoV-2 infection.
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Affiliation(s)
- Laetitia Merle-Nguyen
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Ophélie Ando-Grard
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Clara Bourgon
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Audrey St Albin
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Juliette Jacquelin
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France
| | - Bernard Klonjkowski
- UMR 1161 Virologie, INRAE-ENVA-ANSES, École Nationale Vétérinaire d'Alfort, Maisons-Alfort, 94704 Paris, France
| | - Sophie Le Poder
- UMR 1161 Virologie, INRAE-ENVA-ANSES, École Nationale Vétérinaire d'Alfort, Maisons-Alfort, 94704 Paris, France
| | - Nicolas Meunier
- Unité de Virologie et Immunologie Moléculaires (UR892), INRAE, Université Paris-Saclay, Jouy-en-Josas, France.
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Fageeh YA, Altuwaireqi AS, Alghuraibi AB, Alotaibi MS, Alsulimany LE, Altooarki EA. Persistent Smell Disorders After COVID-19 Infection and Their Impact on Quality of Life. Cureus 2024; 16:e58469. [PMID: 38765373 PMCID: PMC11100972 DOI: 10.7759/cureus.58469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2024] [Indexed: 05/22/2024] Open
Abstract
Background The COVID-19 pandemic has led to various health challenges, including the disruption of people's sense of smell. Olfactory disorders have been reported as a lingering consequence of COVID-19, with diverse patterns of smell dysfunction experienced by patients. Objectives This study aimed to investigate the impact of persistent smell disorders on the quality of life of individuals who recovered from COVID-19 in Taif, Saudi Arabia. Methodology A descriptive cross-sectional study was conducted in Taif, Saudi Arabia, between October 2023 and January 2024. The study included adults with a history of PCR-confirmed COVID-19 infection in Taif city. Data were collected using a validated online survey employing a convenience sampling technique. Statistical analysis was carried out using IBM SPSS Statistics for Windows, Version 26.0 (Released 2019; IBM Corp., Armonk, New York, United States), and chi-squared tests were used to assess the relationships. Results The study included 429 participants. A total of 52.7% of the respondents reported a loss of smell after recovering from COVID-19, and 14.9% reported a persistent loss of their sense of smell. The most common types of smell disorders experienced were hyposmia, anosmia, and parosmia. The study revealed emotional distress, changes in eating habits, and social impact among participants with smell disorders. Conclusion This study highlights the high prevalence of persistent smell disorders among individuals who recovered from COVID-19 in Taif, Saudi Arabia. The findings emphasize the complex nature of these disorders and their impact on patients' quality of life. This study contributes valuable information that can inform healthcare practices and support services for individuals experiencing post-COVID-19 smell disorders.
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Affiliation(s)
- Yahya A Fageeh
- Otorhinolaryngology, Surgery Department, College of Medicine, Taif University, Taif, SAU
| | | | | | | | | | - Eman A Altooarki
- General Practice, Emergency Department, Alhada Armed Forces Hospital, Taif, SAU
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29
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Butowt R, von Bartheld CS. Timing and cause of olfactory deciliation in COVID-19. Physiol Rev 2024; 104:589-590. [PMID: 38206010 DOI: 10.1152/physrev.00035.2023] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 01/12/2024] Open
Affiliation(s)
- Rafal Butowt
- Medical Science Center, Faculty of Medicine, Bydgoszcz University of Science and Technology, Bydgoszcz, Poland
| | - Christopher S von Bartheld
- Department of Physiology and Cell Biology, School of Medicine, University of Nevada, Reno, Reno, Nevada, United States
- Center of Biomedical Research Excellence in Cell Biology, School of Medicine, University of Nevada, Reno, Reno, Nevada, United States
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30
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Kitsios GD, Blacka S, Jacobs JJ, Mirza T, Naqvi A, Gentry H, Murray C, Wang X, Golubykh K, Qurashi H, Dodia A, Risbano M, Benigno M, Emir B, Weinstein E, Bramson C, Jiang L, Dai F, Szigethy E, Mellors JW, Methe B, Sciurba FC, Nouraie SM, Morris A. Subphenotypes of self-reported symptoms and outcomes in long COVID: a prospective cohort study with latent class analysis. BMJ Open 2024; 14:e077869. [PMID: 38485476 PMCID: PMC10941166 DOI: 10.1136/bmjopen-2023-077869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 02/21/2024] [Indexed: 03/17/2024] Open
Abstract
OBJECTIVE To characterise subphenotypes of self-reported symptoms and outcomes (SRSOs) in postacute sequelae of COVID-19 (PASC). DESIGN Prospective, observational cohort study of subjects with PASC. SETTING Academic tertiary centre from five clinical referral sources. PARTICIPANTS Adults with COVID-19 ≥20 days before enrolment and presence of any new self-reported symptoms following COVID-19. EXPOSURES We collected data on clinical variables and SRSOs via structured telephone interviews and performed standardised assessments with validated clinical numerical scales to capture psychological symptoms, neurocognitive functioning and cardiopulmonary function. We collected saliva and stool samples for quantification of SARS-CoV-2 RNA via quantitative PCR. OUTCOMES MEASURES Description of PASC SRSOs burden and duration, derivation of distinct PASC subphenotypes via latent class analysis (LCA) and relationship with viral load. RESULTS We analysed baseline data for 214 individuals with a study visit at a median of 197.5 days after COVID-19 diagnosis. Participants reported ever having a median of 9/16 symptoms (IQR 6-11) after acute COVID-19, with muscle-aches, dyspnoea and headache being the most common. Fatigue, cognitive impairment and dyspnoea were experienced for a longer time. Participants had a lower burden of active symptoms (median 3 (1-6)) than those ever experienced (p<0.001). Unsupervised LCA of symptoms revealed three clinically active PASC subphenotypes: a high burden constitutional symptoms (21.9%), a persistent loss/change of smell and taste (20.6%) and a minimal residual symptoms subphenotype (57.5%). Subphenotype assignments were strongly associated with self-assessments of global health, recovery and PASC impact on employment (p<0.001) as well as referral source for enrolment. Viral persistence (5.6% saliva and 1% stool samples positive) did not explain SRSOs or subphenotypes. CONCLUSIONS We identified three distinct PASC subphenotypes. We highlight that although most symptoms progressively resolve, specific PASC subpopulations are impacted by either high burden of constitutional symptoms or persistent olfactory/gustatory dysfunction, requiring prospective identification and targeted preventive or therapeutic interventions.
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Affiliation(s)
- Georgios D Kitsios
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Shawna Blacka
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Jana J Jacobs
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Taaha Mirza
- Internal Medicine Residency Program, UPMC in Central Pa, Harrisburg, Pennsylvania, USA
| | - Asma Naqvi
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Heather Gentry
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Cathy Murray
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Xiaohong Wang
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Konstantin Golubykh
- Internal Medicine Residency Program, UPMC in Central Pa, Harrisburg, Pennsylvania, USA
| | - Hafiz Qurashi
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Akash Dodia
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Michael Risbano
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | | | | | | | | | | | - Feng Dai
- Pfizer Inc, New York, New York, USA
| | - Eva Szigethy
- Department of Psychiatry and Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - John W Mellors
- Division of Infectious Diseases, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Barbara Methe
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Frank C Sciurba
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Emphysema Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Seyed Mehdi Nouraie
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Alison Morris
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Parkins MD, Lee BE, Acosta N, Bautista M, Hubert CRJ, Hrudey SE, Frankowski K, Pang XL. Wastewater-based surveillance as a tool for public health action: SARS-CoV-2 and beyond. Clin Microbiol Rev 2024; 37:e0010322. [PMID: 38095438 PMCID: PMC10938902 DOI: 10.1128/cmr.00103-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2024] Open
Abstract
Wastewater-based surveillance (WBS) has undergone dramatic advancement in the context of the coronavirus disease 2019 (COVID-19) pandemic. The power and potential of this platform technology were rapidly realized when it became evident that not only did WBS-measured SARS-CoV-2 RNA correlate strongly with COVID-19 clinical disease within monitored populations but also, in fact, it functioned as a leading indicator. Teams from across the globe rapidly innovated novel approaches by which wastewater could be collected from diverse sewersheds ranging from wastewater treatment plants (enabling community-level surveillance) to more granular locations including individual neighborhoods and high-risk buildings such as long-term care facilities (LTCF). Efficient processes enabled SARS-CoV-2 RNA extraction and concentration from the highly dilute wastewater matrix. Molecular and genomic tools to identify, quantify, and characterize SARS-CoV-2 and its various variants were adapted from clinical programs and applied to these mixed environmental systems. Novel data-sharing tools allowed this information to be mobilized and made immediately available to public health and government decision-makers and even the public, enabling evidence-informed decision-making based on local disease dynamics. WBS has since been recognized as a tool of transformative potential, providing near-real-time cost-effective, objective, comprehensive, and inclusive data on the changing prevalence of measured analytes across space and time in populations. However, as a consequence of rapid innovation from hundreds of teams simultaneously, tremendous heterogeneity currently exists in the SARS-CoV-2 WBS literature. This manuscript provides a state-of-the-art review of WBS as established with SARS-CoV-2 and details the current work underway expanding its scope to other infectious disease targets.
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Affiliation(s)
- Michael D. Parkins
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Bonita E. Lee
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Nicole Acosta
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Maria Bautista
- Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Alberta, Canada
| | - Casey R. J. Hubert
- Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Alberta, Canada
| | - Steve E. Hrudey
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Kevin Frankowski
- Advancing Canadian Water Assets, University of Calgary, Calgary, Alberta, Canada
| | - Xiao-Li Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
- Provincial Health Laboratory, Alberta Health Services, Calgary, Alberta, Canada
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32
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Chen X, Norris C, Whitten T, Ho C, Mann B, Bakal J. Symptomology following COVID-19 among adults in Alberta, Canada: an observational survey study. BMJ Open 2024; 14:e078119. [PMID: 38458800 PMCID: PMC10928739 DOI: 10.1136/bmjopen-2023-078119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 02/26/2024] [Indexed: 03/10/2024] Open
Abstract
OBJECTIVE Fatigue, headache, problems sleeping and numerous other symptoms have been reported to be associated with long COVID. However, many of these symptoms coincide with symptoms reported by the general population, possibly exacerbated by restrictions/precautions experienced during the COVID-19 pandemic. This study examines the symptoms reported by individuals who tested positive for COVID-19 compared with those who tested negative. DESIGN Observational study. SETTING The study was conducted on adult residents in Alberta, Canada, from October 2021 to February 2023. PARTICIPANTS We evaluated self-reported symptoms in 7623 adults with positive COVID-19 tests and 1520 adults who tested negative, using surveys adapted from the internationally standardised International Severe Acute Respiratory and emerging Infection Consortium (ISARIC)-developed COVID-19 long-term follow-up tools. These individuals had an index COVID-19 test date between 1 March 2020 and 31 December 2022 and were over 28 days post-COVID-19 testing. PRIMARY OUTCOME MEASURES The primary outcomes were to identify the symptoms associated with COVID-19 positivity and risk factors for reporting symptoms. RESULTS Fatigue was the top reported symptom (42%) among COVID-19-positive respondents, while headache was the top reported symptom (32%) in respondents who tested negative. Compared with those who tested negative, COVID-19-positive individuals reported 1.5 times more symptoms and had higher odds of experiencing 31 out of the 40 listed symptoms during the postinfectious period. These symptoms included olfactory dysfunction, menstruation changes, cardiopulmonary and neurological symptoms. Female sex, middle age (41-55 years), Indigeneity, unemployment, hospital/intensive care unit (ICU) admission at the time of testing and pre-existing health conditions independently predicted a greater number and variety of symptoms. CONCLUSIONS Our results provide evidence that COVID-19 survivors continue to experience a significant number and variety of symptoms. These findings can help inform targeted strategies for the unequally affected population. It is important to offer appropriate management for symptom relief to those who have survived the acute COVID-19 illness.
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Affiliation(s)
- Xueyi Chen
- Alberta Strategy for Patient-Oriented Research Support Unit Data Platform, Edmonton, Alberta, Canada
- Provincial Research Data Services, Alberta Health Services, Edmonton, Alberta, Canada
| | - Colleen Norris
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
| | - Tara Whitten
- Alberta Strategy for Patient-Oriented Research Support Unit Data Platform, Edmonton, Alberta, Canada
- Provincial Research Data Services, Alberta Health Services, Edmonton, Alberta, Canada
| | - Chester Ho
- Alberta Health Services, Edmonton, Alberta, Canada
- University of Alberta, Edmonton, Alberta, Canada
| | - Balraj Mann
- Alberta Health Services, Edmonton, Alberta, Canada
| | - Jeffrey Bakal
- Alberta Strategy for Patient-Oriented Research Support Unit Data Platform, Edmonton, Alberta, Canada
- Provincial Research Data Services, Alberta Health Services, Edmonton, Alberta, Canada
- Alberta Health Services, Edmonton, Alberta, Canada
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Seo JW, Kim SE, Kim Y, Kim EJ, Kim T, Kim T, Lee SH, Lee E, Lee J, Seo YB, Jeong YH, Jung YH, Choi YJ, Song JY. Updated Clinical Practice Guidelines for the Diagnosis and Management of Long COVID. Infect Chemother 2024; 56:122-157. [PMID: 38527781 PMCID: PMC10990882 DOI: 10.3947/ic.2024.0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 03/03/2024] [Indexed: 03/27/2024] Open
Abstract
"Long COVID" is a term used to describe a condition when the symptoms and signs associated with coronavirus disease 2019 (COVID-19) persist for more than three months among patients infected with COVID-19; this condition has been reported globally and poses a serious public health issue. Long COVID can manifest in various forms, highlighting the need for appropriate evaluation and management by experts from various fields. However, due to the lack of clear clinical definitions, knowledge of pathophysiology, diagnostic methods, and treatment protocols, it is necessary to develop the best standard clinical guidelines based on the scientific evidence reported to date. We developed this clinical guideline for diagnosing and treating long COVID by analyzing the latest research data collected from the start of the COVID-19 pandemic until June 2023, along with the consensus of expert opinions. This guideline provides recommendations for diagnosis and treatment that can be applied in clinical practice, based on a total of 32 key questions related to patients with long COVID. The evaluation of patients with long COVID should be comprehensive, including medical history, physical examination, blood tests, imaging studies, and functional tests. To reduce the risk of developing long COVID, vaccination and antiviral treatment during the acute phase are recommended. This guideline will be revised when there is a reasonable need for updates based on the availability of new knowledge on the diagnosis and treatment of long COVID.
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Affiliation(s)
- Jun-Won Seo
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, Chosun University, Gwangju, Korea
| | - Seong Eun Kim
- Division of Infectious Diseases, Department of Internal Medicine, Chonnam National University Medical School, Gwangju, Korea
| | - Yoonjung Kim
- Division of Infectious Diseases, Department of Internal Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Hospital, Daegu, Korea
| | - Eun Jung Kim
- Health, Welfare, Family and Gender Equality Team, National Assembly Research Service, Seoul, Korea
| | - Tark Kim
- Division of Infectious Diseases, Department of Internal Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Taehwa Kim
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - So Hee Lee
- Department of Psychiatry, National Medical Center, Seoul, Korea
| | - Eunjung Lee
- Division of Infectious Diseases, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Jacob Lee
- Division of Infectious Diseases, Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Yu Bin Seo
- Division of Infectious Diseases, Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Young-Hoon Jeong
- CAU Thrombosis and Biomarker Center, Chung-Ang University Gwangmyeong Hospital, Gwangmyeong, and Division of Cardiology, Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Young Hee Jung
- Department of Neurology, Myongji Hospital, Hanyang University College of Medicine, Goyang, Korea
| | - Yu Jung Choi
- Division of Infectious Diseases, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
| | - Joon Young Song
- Division of Infectious Diseases, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea.
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Boot E, Levy A, Gaeta G, Gunasekara N, Parkkinen E, Kontaris E, Jacquot M, Tachtsidis I. fNIRS a novel neuroimaging tool to investigate olfaction, olfactory imagery, and crossmodal interactions: a systematic review. Front Neurosci 2024; 18:1266664. [PMID: 38356646 PMCID: PMC10864673 DOI: 10.3389/fnins.2024.1266664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/02/2024] [Indexed: 02/16/2024] Open
Abstract
Olfaction is understudied in neuroimaging research compared to other senses, but there is growing evidence of its therapeutic benefits on mood and well-being. Olfactory imagery can provide similar health benefits as olfactory interventions. Harnessing crossmodal visual-olfactory interactions can facilitate olfactory imagery. Understanding and employing these cross-modal interactions between visual and olfactory stimuli could aid in the research and applications of olfaction and olfactory imagery interventions for health and wellbeing. This review examines current knowledge, debates, and research on olfaction, olfactive imagery, and crossmodal visual-olfactory integration. A total of 56 papers, identified using the PRISMA method, were evaluated to identify key brain regions, research themes and methods used to determine the suitability of fNIRS as a tool for studying these topics. The review identified fNIRS-compatible protocols and brain regions within the fNIRS recording depth of approximately 1.5 cm associated with olfactory imagery and crossmodal visual-olfactory integration. Commonly cited regions include the orbitofrontal cortex, inferior frontal gyrus and dorsolateral prefrontal cortex. The findings of this review indicate that fNIRS would be a suitable tool for research into these processes. Additionally, fNIRS suitability for use in naturalistic settings may lead to the development of new research approaches with greater ecological validity compared to existing neuroimaging techniques.
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Affiliation(s)
| | - Andrew Levy
- Metabolight Ltd., London, United Kingdom
- Wellcome Centre for Human Neuroimaging, University College, London, United Kingdom
| | - Giuliano Gaeta
- Health and Well-being Centre of Excellence, Givaudan UK Limited, Ashford, United Kingdom
| | - Natalie Gunasekara
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Emilia Parkkinen
- Health and Well-being Centre of Excellence, Givaudan UK Limited, Ashford, United Kingdom
| | - Emily Kontaris
- Health and Well-being Centre of Excellence, Givaudan UK Limited, Ashford, United Kingdom
| | - Muriel Jacquot
- Health and Well-being Centre of Excellence, Givaudan UK Limited, Ashford, United Kingdom
| | - Ilias Tachtsidis
- Metabolight Ltd., London, United Kingdom
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
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35
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Lai Z, Pu T, Li J, Bai F, Wu L, Tang Y. Visual analysis of hotspots and trends in long COVID research based on bibliometric. Heliyon 2024; 10:e24053. [PMID: 38293444 PMCID: PMC10827472 DOI: 10.1016/j.heliyon.2024.e24053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Revised: 11/23/2023] [Accepted: 01/03/2024] [Indexed: 02/01/2024] Open
Abstract
After severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, a series of symptoms may persist for a long time, which is now called long COVID. It was found that long COVID can affect all patients with COVID-19. Therefore, long COVID has become a hot topic. In this study, we used the WOS database as a sample data source to conduct a bibliometric and visual analysis of 1765 long COVID articles over the past three years through VOSviewer and R package. The results show that countries/authors in Europe and The United States of America contribute most of the articles, and their cooperation is also the most active. Keyword co-occurrence identified four clusters, with important topics including the mechanism, clinical symptoms, epidemiological characteristics, and management/treatment of long COVID. Themes such as "cognitive impairment", "endothelial dysfunction", "diagnosis", and "biomarkers" are likely to be the focus of new attention in the coming period. In addition, we put forward the possible research opportunities on long COVID for researchers and practitioners to facilitate future research.
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Affiliation(s)
- Zongqiang Lai
- The Pharmaceutical Department, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, PR China
| | - Tao Pu
- Department of Adolescent Gynecology, Shenzhen Children's Hospital, Shenzhen, Guangdong, PR China
| | - Jun Li
- The Pharmaceutical Department, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, PR China
| | - Facheng Bai
- The Pharmaceutical Department, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, PR China
| | - Lining Wu
- The Pharmaceutical Department, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, PR China
| | - Yunxia Tang
- The Pharmaceutical Department, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, PR China
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36
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de Souza CDF, Magalhães AJDA, Silva Nobre YV, Souza CA, do Nascimento ALO, de Faria LR, Bezerra-Santos M, Armstrong ADC, Nicácio JM, Gomes OV, do Carmo RF. Prevalence and Factors Associated with Olfactory Dysfunction in Individuals with COVID-19 in Brazil: A Study of 20,669 Cases from 2020 to 2021. Med Princ Pract 2024; 33:164-172. [PMID: 38198785 PMCID: PMC11096791 DOI: 10.1159/000536191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024] Open
Abstract
OBJECTIVE The aim of the study is to determine the prevalence and factors associated with olfactory dysfunction in individuals with COVID-19 in the first 2 years of the pandemic in Brazil. MATERIALS AND METHODS This is a prevalent study involving the confirmed cases of COVID-19 recorded in the municipality between the years 2020 and 2021. Individuals symptomatic for COVID-19, with a positive laboratory result and aged 12 or older were included in this study. Measures of central tendency and dispersion were used in the description of continuous variables and frequency was used for categorical variables. The Shapiro-Wilk test was used to evaluate data distribution. RESULTS Data from 20,669 individuals were analyzed. The prevalence of olfactory disorders was 17.9% and increased from 11.5% to 21.9% between 2020 and 2021. A female gender predominance was observed among individuals who reported anosmia, with 61.1% (n = 564) in 2020 and 61.7% (n = 1,713) in 2021. On the other hand, the median age of individuals with olfactory disorders was lower than that of the group without disorders (35 [IQR 27-46] vs. 39 [IQR 29-50]; p < 0.001). Smell disturbances were present in 18.2% (n = 3,634) of patients who recovered and in 7.1% (n = 38) of those who died. Furthermore, in 2021, a prevalence rate of 30.6% for olfactory disorders was linked to obesity as a comorbidity. CONCLUSION The prevalence of olfactory disorders was lower compared to other studies, with cough and fever being negatively related to olfactory dysfunction and headache, coryza, and taste disorders being positively related. Obesity was the only associated comorbidity.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Rodrigo Feliciano do Carmo
- Federal University of Vale do São Francisco (UNIVASF), Petrolina, Brazil
- Postgraduate Program in Health and Biological Sciences, Federal University of Vale do São Francisco (UNIVASF), Petrolina, Brazil
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Tolomeo E, Masala C, Aversa A, Ottaviano G, Gasperi F, Menghi L, Parma V, Liuzza MT. Psychometric validity of the sum score of the Sniffin' Sticks-Extended Test. Chem Senses 2024; 49:bjae032. [PMID: 39215656 DOI: 10.1093/chemse/bjae032] [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: 04/12/2024] [Indexed: 09/04/2024] Open
Abstract
A common tool to measure olfactory function is the Sniffin' Sticks Test extended version (SSET). The SSET evaluates olfactory ability by summing the scores of three subtests: Threshold, Discrimination, and Identification. Recent meta-scientific literature revealed that many psychometric instruments currently in use have not been adequately validated, leading to a measurement crisis that raises concerns about the validity of the conclusions drawn with these instruments. Two examples of the measurement crisis are (i) the use of sum scores without testing their assumptions (e.g. unidimensionality and tau-equivalence), which indicate that all subtests have the same, stable relationship with their underlying construct, and (ii) the lack of assessment of measurement invariance across groups. Here, we aim to investigate the unidimensionality and tau-equivalence assumptions, internal consistency, and measurement invariance of sex and age groups of the SSET. We tested 988 (555 females, mean ± SD: 39.75 ± 18.60 years) participants with the Italian version of the SSET. The tau-equivalent model demonstrated excellent fit indices (CFI robust = 1, TLI robust = 1, RMSEA robust = 0, SRMR = 0.013), which best explain the data, indicating that all subtests are equally important in measuring olfactory function, but not necessarily equally precise. The results also revealed full measurement invariance across age groups and configural, partial metric, and scalar invariance across sexes, indicating that the use of latent means to compare sex groups should be chosen over raw scores. However, the SSET demonstrated moderate internal consistency. Future studies should clarify whether the reliability of the SSET can be increased.
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Affiliation(s)
- Eva Tolomeo
- Department of Health Sciences, University of Catanzaro "Magna Graecia", 88100 Catanzaro, Italy
| | - Carla Masala
- Department of Biomedical Sciences, University of Cagliari, SP 8 Cittadella Universitaria, 09042 Monserrato, Italy
| | - Antonio Aversa
- Department of Experimental and Clinical Medicine, University of Catanzaro "Magna Græcia," 88100 Catanzaro, Italy
| | - Giancarlo Ottaviano
- Department of Neurosciences, Otolaryngology Section, University of Padova, Padova, Italy
| | - Flavia Gasperi
- Center Agriculture Food Environment, University of Trento, Via Mach 1, San Michele all'Adige 38098, Italy
- Research and Innovation Centre, Fondazione Edmund Mach, Via Mach 1, San Michele all'Adige 38098, Italy
| | - Leonardo Menghi
- Center Agriculture Food Environment, University of Trento, Via Mach 1, San Michele all'Adige 38098, Italy
- Research and Innovation Centre, Fondazione Edmund Mach, Via Mach 1, San Michele all'Adige 38098, Italy
- University of Southern Denmark, Department of Technology and Innovation, Campusvej 55, Odense, 5230, Denmark
| | - Valentina Parma
- Monell Chemical Senses Center, Philadelphia, PA, United States
| | - Marco Tullio Liuzza
- Department of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100 Catanzaro, Italy
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Sánchez Milá Z, Rodríguez Sanz D, Martín Nieto A, Jiménez Lobo A, Ramos Hernández M, Campón Chekroun A, Frutos Llanes R, Barragán Casas JM, Velázquez Saornil J. Effects of a respiratory and neurological rehabilitation treatment plan in post Covid-19 affected university students. Randomized clinical study. Chron Respir Dis 2024; 21:14799731241255967. [PMID: 38752418 PMCID: PMC11100389 DOI: 10.1177/14799731241255967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 02/28/2024] [Accepted: 04/04/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND COVID-19 demonstrated the possibility of neurological complications such as loss of sense of smell and taste, together with respiratory problems. Respiratory training and rehabilitation of neurological sequelae are essential to improve respiratory function and thus quality of life, and the aim of this study is to evaluate the efficacy of a pulmonary and neurological rehabilitation program. OBJECTIVES To apply a treatment to reduce dyspnea, increase exertional capacity, increase vital capacity and respiratory muscle strength, together with an increase in olfactory and gustatory sensitivity in post-SARS-CoV-2 patients. METHODS A randomised controlled experimental study was conducted in 220 patients with a medical diagnosis of COVID-19 and more than 5 months of evolution, dyspnoea or perceived fatigue, including olfactory and gustatory perception problems, of whom 200 patients completed the study. 100 patients were randomly assigned to the intervention group, consisting of an inspiratory training treatment plan (Powerbreathe Plus®) combined with aerobic exercise and olfactory gustatory treatment for 31 days, and 100 patients to the control group, for 31 days without any type of therapy. RESULTS The study was conducted in post-Covid-19 patients for 5 months. Two hundred patients were divided into an intervention group (n = 100) and a control group (n = 100). The comparison between the groups showed significant differences in spirometric variables; forced vital capacity (p < .001; Eta2 (0.439); Mean: 0,6135), the ratio between both FEV1/FVC (p < 0.01; Eta2 (0.728); Mean:9,313), peak inspiratory pressure (p < 0.01; Eta2 (0.906); Mean:4,526); changes were observed in dyspnoea measured with the modified Borg scale (p < 0.01; Eta2 (0.811); Mean:1,481) and the modified Medical Research Council scale (p < 0.01; Eta2 (0.881); Mean: 0.777); finally, changes were found in neurological variables, in the questions of the Singapore Smell and Taste Questionnaire, How was your sense of smell after treatment? (p < 0.01; Eta2 (0.813); Mean: 1,721) and How is your sense of taste after treatment? (p < 0.01; Eta2 (0.898); Mean: 1,088). CONCLUSION The implementation of a respiratory rehabilitation treatment plan with the Powerbreathe Plus® device, aerobic exercise and neurorehabilitation with olfactory and gustatory training, is a therapeutic option against respiratory and neurological sequelae in patients who have suffered such sequelae due to the SARS-CoV-2 virus. Clinicaltrials.gov: NCT05195099. First posted 18/01/2022; Last Update Posted 29/06/2022.
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Affiliation(s)
- Zacarías Sánchez Milá
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - David Rodríguez Sanz
- Faculty of Nursing, Physiotherapy and Podiatry Universidad Complutense of Madrid, Madrid, Spain
| | - Ana Martín Nieto
- San Juan de Dios Foundation, Madrid, Spain
- Health Sciences Department, San Juan de Dios School of Nursing and Physical Therapy, Comillas Pontifical University, Madrid, Spain
| | - Ana Jiménez Lobo
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - Manuel Ramos Hernández
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - Angélica Campón Chekroun
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - Raúl Frutos Llanes
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - José Manuel Barragán Casas
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
| | - Jorge Velázquez Saornil
- NEUMUSK Group Research, Department of Physiotherapy, Facultad de Ciencias de La Salud, Universidad Católica de Ávila, Ávila, Spain
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Lötsch J, Brosig O, Slobodova J, Kringel D, Haehner A, Hummel T. Diagnosed and subjectively perceived long-term effects of COVID-19 infection on olfactory function assessed by supervised machine learning. Chem Senses 2024; 49:bjad051. [PMID: 38213039 DOI: 10.1093/chemse/bjad051] [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: 05/27/2023] [Indexed: 01/13/2024] Open
Abstract
Loss of olfactory function is a typical acute coronavirus disease 2019 (COVID-19) symptom, at least in early variants of SARS-CoV2. The time that has elapsed since the emergence of COVID-19 now allows for assessing the long-term prognosis of its olfactory impact. Participants (n = 722) of whom n = 464 reported having had COVID-19 dating back with a mode of 174 days were approached in a museum as a relatively unbiased environment. Olfactory function was diagnosed by assessing odor threshold and odor identification performance. Subjects also rated their actual olfactory function on an 11-point numerical scale [0,…10]. Neither the frequency of olfactory diagnostic categories nor olfactory test scores showed any COVID-19-related effects. Olfactory diagnostic categories (anosmia, hyposmia, or normosmia) were similarly distributed among former patients and controls (0.86%, 18.97%, and 80.17% for former patients and 1.17%, 17.51%, and 81.32% for controls). Former COVID-19 patients, however, showed differences in their subjective perception of their own olfactory function. The impact of this effect was substantial enough that supervised machine learning algorithms detected past COVID-19 infections in new subjects, based on reduced self-awareness of olfactory performance and parosmia, while the diagnosed olfactory function did not contribute any relevant information in this context. Based on diagnosed olfactory function, results suggest a positive prognosis for COVID-19-related olfactory loss in the long term. Traces of former infection are found in self-perceptions of olfaction, highlighting the importance of investigating the long-term effects of COVID-19 using reliable and validated diagnostic measures in olfactory testing.
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Affiliation(s)
- Jörn Lötsch
- Goethe-University, Institute of Clinical Pharmacology, Theodor Stern Kai 7, 60590 Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Oskar Brosig
- Smell & Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Fetscherstrasse 74, 01307 Dresden, Germany
| | - Jana Slobodova
- Department of Otolaryngology, University of Pardubice, Faculty of Health Studies, Pardubice, Czech Republic
| | - Dario Kringel
- Goethe-University, Institute of Clinical Pharmacology, Theodor Stern Kai 7, 60590 Frankfurt am Main, Germany
| | - Antje Haehner
- Smell & Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Fetscherstrasse 74, 01307 Dresden, Germany
| | - Thomas Hummel
- Smell & Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Fetscherstrasse 74, 01307 Dresden, Germany
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Murphy C, Dalton P, Boateng K, Hunter S, Silberman P, Trachtman J, Schrandt S, Naimi B, Garvey E, Joseph PV, Frank C, Albertazzi A, Nyquist G, Rawson NE. Integrating the patient's voice into the research agenda for treatment of chemosensory disorders. Chem Senses 2024; 49:bjae020. [PMID: 38761171 PMCID: PMC11154145 DOI: 10.1093/chemse/bjae020] [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: 10/06/2023] [Indexed: 05/20/2024] Open
Abstract
World-wide some 658 million people were infected with coronavirus disease 2019 (COVID-19) and millions suffer from chemosensory impairment associated with long COVID. Current treatments for taste and smell disorders are limited. Involving patients has the potential to catalyze the dynamic exchange and development of new ideas and approaches to facilitate biomedical research and therapeutics. We assessed patients' perceptions of the efficacy of treatments for chemosensory impairment using an online questionnaire completed by 5,815 people in the US Logistic regression determined variables predictive of reported treatment efficacy for patients aged 18 to 24, 25 to 39, 40 to 60, and 60+ yrs. who were treated with nasal steroids, oral steroids, zinc, nasal rinse, smell training, theophylline, platelet-rich plasma, and Omega 3. The most consistent predictor was age, with the majority of those 40 to 60 and 60+ reporting that nasal steroids, oral steroids, zinc, nasal rinse, and smell training were only slightly effective or not effective at all. Many of these treatment strategies target regeneration and immune response, processes compromised by age. Only those under 40 reported more than slight efficacy of steroids or smell training. Findings emphasize the need to include patients of all ages in clinical trials. Older adults with olfactory impairment are at increased risk for Alzheimer's disease (AD). We speculate that olfactory impairment associated with long COVID introduces the potential for a significant rise in AD. Long COVID-associated chemosensory impairment increases the urgency for translational and clinical research on novel treatment strategies. Suggestions for high-priority areas for epidemiological, basic, and clinical research on chemosensory impairment follow.
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Affiliation(s)
- Claire Murphy
- Department of Psychology, San Diego State University, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, CA, United States
| | - Pamela Dalton
- Monell Chemical Senses Center, Philadelphia, A, United States
| | - Katie Boateng
- The Smell and Taste Association of North America, Philadelphia, PA, United States
| | | | - Pamela Silberman
- The Smell and Taste Association of North America, Philadelphia, PA, United States
| | | | | | - Bita Naimi
- Department of Otolaryngology and Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, United States
| | - Emily Garvey
- Department of Otolaryngology and Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, United States
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Alcohol Abuse and Alcoholism, Section of Sensory Science and Metabolism and National Institute of Nursing Research, Bethesda, MD, United States
| | - Conner Frank
- Department of Psychology, San Diego State University, San Diego, CA, United States
- Department of Psychiatry, University of California, San Diego, CA, United States
| | - Abigail Albertazzi
- Department of Psychology, San Diego State University, San Diego, CA, United States
| | - Gurston Nyquist
- Department of Otolaryngology and Neurological Surgery, Thomas Jefferson University, Philadelphia, PA, United States
| | - Nancy E Rawson
- Monell Chemical Senses Center, Philadelphia, PA, United States
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Shahbaz MA, Kuivanen S, Lampinen R, Mussalo L, Hron T, Závodná T, Ojha R, Krejčík Z, Saveleva L, Tahir NA, Kalapudas J, Koivisto AM, Penttilä E, Löppönen H, Singh P, Topinka J, Vapalahti O, Chew S, Balistreri G, Kanninen KM. Human-derived air-liquid interface cultures decipher Alzheimer's disease-SARS-CoV-2 crosstalk in the olfactory mucosa. J Neuroinflammation 2023; 20:299. [PMID: 38098019 PMCID: PMC10722731 DOI: 10.1186/s12974-023-02979-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND The neurological effects of the coronavirus disease of 2019 (COVID-19) raise concerns about potential long-term consequences, such as an increased risk of Alzheimer's disease (AD). Neuroinflammation and other AD-associated pathologies are also suggested to increase the risk of serious SARS-CoV-2 infection. Anosmia is a common neurological symptom reported in COVID-19 and in early AD. The olfactory mucosa (OM) is important for the perception of smell and a proposed site of viral entry to the brain. However, little is known about SARS-CoV-2 infection at the OM of individuals with AD. METHODS To address this gap, we established a 3D in vitro model of the OM from primary cells derived from cognitively healthy and AD individuals. We cultured the cells at the air-liquid interface (ALI) to study SARS-CoV-2 infection under controlled experimental conditions. Primary OM cells in ALI expressed angiotensin-converting enzyme 2 (ACE-2), neuropilin-1 (NRP-1), and several other known SARS-CoV-2 receptor and were highly vulnerable to infection. Infection was determined by secreted viral RNA content and confirmed with SARS-CoV-2 nucleocapsid protein (NP) in the infected cells by immunocytochemistry. Differential responses of healthy and AD individuals-derived OM cells to SARS-CoV-2 were determined by RNA sequencing. RESULTS Results indicate that cells derived from cognitively healthy donors and individuals with AD do not differ in susceptibility to infection with the wild-type SARS-CoV-2 virus. However, transcriptomic signatures in cells from individuals with AD are highly distinct. Specifically, the cells from AD patients that were infected with the virus showed increased levels of oxidative stress, desensitized inflammation and immune responses, and alterations to genes associated with olfaction. These results imply that individuals with AD may be at a greater risk of experiencing severe outcomes from the infection, potentially driven by pre-existing neuroinflammation. CONCLUSIONS The study sheds light on the interplay between AD pathology and SARS-CoV-2 infection. Altered transcriptomic signatures in AD cells may contribute to unique symptoms and a more severe disease course, with a notable involvement of neuroinflammation. Furthermore, the research emphasizes the need for targeted interventions to enhance outcomes for AD patients with viral infection. The study is crucial to better comprehend the relationship between AD, COVID-19, and anosmia. It highlights the importance of ongoing research to develop more effective treatments for those at high risk of severe SARS-CoV-2 infection.
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Affiliation(s)
- Muhammad Ali Shahbaz
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Suvi Kuivanen
- Department of Virology, Faculty of Medicine, University of Helsinki, 00290, Helsinki, Finland
- Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Institute of Virology, 10117, Berlin, Germany
| | - Riikka Lampinen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Laura Mussalo
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Tomáš Hron
- Institute of Molecular Genetics, Czech Academy of Sciences, 142 20, Prague, Czech Republic
| | - Táňa Závodná
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine, Czech Academy of Sciences, 142 20, Prague, Czech Republic
| | - Ravi Ojha
- Department of Virology, Faculty of Medicine, University of Helsinki, 00290, Helsinki, Finland
| | - Zdeněk Krejčík
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine, Czech Academy of Sciences, 142 20, Prague, Czech Republic
| | - Liudmila Saveleva
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Numan Ahmad Tahir
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Juho Kalapudas
- Department of Neurology, Neuro Centre, Kuopio University Hospital, 70210, Kuopio, Finland
| | - Anne M Koivisto
- Department of Neurology, Neuro Centre, Kuopio University Hospital, 70210, Kuopio, Finland
- Brain Research Unit, Department of Neurology, School of Medicine, University of Eastern Finland, 70210, Kuopio, Finland
- Department of Neurology and Geriatrics, Helsinki University Hospital and Neurosciences, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland
| | - Elina Penttilä
- Department of Otorhinolaryngology, University of Eastern Finland and Kuopio University Hospital, 70210, Kuopio, Finland
| | - Heikki Löppönen
- Department of Otorhinolaryngology, University of Eastern Finland and Kuopio University Hospital, 70210, Kuopio, Finland
| | | | - Jan Topinka
- Department of Genetic Toxicology and Epigenetics, Institute of Experimental Medicine, Czech Academy of Sciences, 142 20, Prague, Czech Republic
| | - Olli Vapalahti
- Department of Virology, Faculty of Medicine, University of Helsinki, 00290, Helsinki, Finland
| | - Sweelin Chew
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland
| | - Giuseppe Balistreri
- Department of Virology, Faculty of Medicine, University of Helsinki, 00290, Helsinki, Finland
- The Queensland Brain Institute, University of Queensland, Brisbane, Queensland, 4072, Australia
| | - Katja M Kanninen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70210, Kuopio, Finland.
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Schepens EJA, Boek WM, Boesveldt S, Stokroos RJ, Stegeman I, Kamalski DMA. One-year psychophysical evaluation of COVID-19-induced olfactory disorders: a prospective cohort study. BMC Med 2023; 21:490. [PMID: 38066629 PMCID: PMC10709885 DOI: 10.1186/s12916-023-03205-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Olfactory disorders are common in COVID-19. While many patients recover within weeks, a notable number of patients suffer from prolonged olfactory disorders. Much research has focused on the acute phase of olfactory disorders in COVID-19; however, there is still inconsistency regarding the prognosis. We aim to assess both objective and subjective olfactory function in patients with persisting olfactory disorders following COVID-19, 1 year after diagnosis. METHODS We objectively measured olfactory function in 77 patients who initially had COVID-19-induced smell disorders, 1 year after confirmed diagnosis. These patients previously underwent two objective measurements at approximately 3 and 6 months after COVID-19, in the context of the COCOS trial (COrticosteroids for COvid-19-induced loss of Smell). The main outcome measurement was TDI score (threshold-discrimination-identification) on Sniffin' Sticks Test (SST). Secondary outcomes included objective gustatory function on Taste Strip Test (TST), self-reported olfactory, gustatory and trigeminal function on a visual analogue scale (VAS) and outcomes on questionnaires about quality of life, and nasal symptoms. RESULTS The findings of this study show that 1 year following COVID-19, the median TDI score increased to 30.75 (IQR 27.38-33.5), regarded as normosmia. The median TDI score started at 21.25 (IQR 18.25-24.75) at baseline and increased to 27.5 (IQR 23.63-30.0) at 6 months following COVID-19. The increase of 9.5 points on the TDI score between baseline and 1 year after COVID-19 marks a clinically relevant improvement. Regarding the self-reported VAS score (1-10) on sense of smell, it increased from 1.2 (IQR 0.4-3.0) at baseline to 3.2 (IQR 1.4-6.0) at 6 months and further improved up to 6.1 (IQR 2.7-7.5) after 1 year. Objective gustatory function increased with 2 points on TST a year after diagnosis. Self-reported olfactory, gustatory, and trigeminal functions also improved over time, as did quality of life. CONCLUSIONS Objective and self-reported olfactory function continued to improve 1 year after COVID-19. The median TDI score of 30.75 (IQR 27.38-33.5) is regarded as normosmia, which is a favorable outcome. However, the rate of improvement on TDI score reduces over time.
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Affiliation(s)
- Emma J A Schepens
- Department of Otorhinolaryngology- Head and Neck Surgery, University Medical Center Utrecht, P.O. Box 85500, Utrecht, 3508 GA, The Netherlands.
- Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands.
| | - Wilbert M Boek
- Department of Otorhinolaryngology- Head and Neck Surgery, Hospital Gelderse Vallei, Ede, The Netherlands
| | - Sanne Boesveldt
- Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| | - Robert J Stokroos
- Department of Otorhinolaryngology- Head and Neck Surgery, University Medical Center Utrecht, P.O. Box 85500, Utrecht, 3508 GA, The Netherlands
- Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Inge Stegeman
- Department of Otorhinolaryngology- Head and Neck Surgery, University Medical Center Utrecht, P.O. Box 85500, Utrecht, 3508 GA, The Netherlands
- Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Digna M A Kamalski
- Department of Otorhinolaryngology- Head and Neck Surgery, University Medical Center Utrecht, P.O. Box 85500, Utrecht, 3508 GA, The Netherlands
- Brain Center, University Medical Center Utrecht, Utrecht, The Netherlands
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Vaira LA, Boscolo-Rizzo P, Lechien JR, Mayo-Yáñez M, Petrocelli M, Pistidda L, Salzano G, Maglitto F, Hopkins C, De Riu G. Olfactory recovery following omicron variant infection: a psychophysical prospective case-control study with six-month follow up. J Laryngol Otol 2023; 137:1395-1400. [PMID: 37194489 DOI: 10.1017/s0022215123000877] [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] [Indexed: 05/18/2023]
Abstract
OBJECTIVE This study aimed to evaluate the recovery of olfactory function at six months in individuals infected with the coronavirus disease 2019 omicron variant, using psychophysical tests. METHODS A prospective case-control study that included severe acute respiratory syndrome coronavirus-2 patients infected in February and March 2022 was conducted. Patients underwent the Sniffin' Sticks test within 10 days of infection and again after at least 6 months. The olfactory scores were compared with those of a control group. RESULTS In all, 102 patients and 120 controls were enrolled in the study. At baseline, 26 patients (25.5 per cent) self-reported smell loss. The median threshold, discrimination and identification score was 33.6 (interquartile range, 12.5) for the cases and 36.5 (interquartile range, 4.38) for the controls (p < 0.001). Based on the threshold, discrimination and identification scores, 12 controls and 34 patients reported olfactory dysfunction (p < 0.001). Eighty cases underwent re-evaluation at six months; the median threshold, discrimination and identification score was 37.1 (interquartile range, 4.75) with no significant differences compared with the controls. CONCLUSION Six months after infection, the prevalence of olfactory dysfunction in patients did not differ significantly from the control population.
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Affiliation(s)
- Luigi Angelo Vaira
- Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Biomedical Science Department, School of Biomedical Science, University of Sassari, Sassari, Italy
| | - Paolo Boscolo-Rizzo
- Department of Medical, Surgical and Health Sciences, Section of Otolaryngology, University of Trieste, Trieste, Italy
| | - Jerome R Lechien
- Department of Anatomy and Experimental Oncology, Mons School of Medicine, UMONS Research Institute for Health Sciences and Technology, University of Mons, Mons, Belgium
- Department of Otolaryngology - Head Neck Surgery, Elsan Polyclinic of Poitiers, Poitiers, France
| | - Miguel Mayo-Yáñez
- Otorhinolaryngology, Head and Neck Surgery Department, University Hospital Complex of A Coruña ('CHUAC'), A Coruña, Spain
| | - Marzia Petrocelli
- Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Maxillofacial Surgery Unit, Bellaria-Maggiore Hospital, Azienda Unità Sanitaria Locale della ('AUSL') Bologna, Bologna, Italy
| | - Laura Pistidda
- Intensive Care Unit Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
| | - Giovanni Salzano
- Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Department of Maxillofacial Surgery, University of Naples 'Federico II', Naples, Italy
| | - Fabio Maglitto
- Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
- Department of Maxillofacial Surgery, University of Naples 'Federico II', Naples, Italy
| | - Claire Hopkins
- Rhinology, King's College, London, UK
- British Rhinological Society, London, UK
| | - Giacomo De Riu
- Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy
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Liu Y, Gu X, Li H, Zhang H, Xu J. Mechanisms of long COVID: An updated review. CHINESE MEDICAL JOURNAL PULMONARY AND CRITICAL CARE MEDICINE 2023; 1:231-240. [PMID: 39171285 PMCID: PMC11332859 DOI: 10.1016/j.pccm.2023.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Indexed: 08/23/2024]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has been ongoing for more than 3 years, with an enormous impact on global health and economies. In some patients, symptoms and signs may remain after recovery from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, which cannot be explained by an alternate diagnosis; this condition has been defined as long COVID. Long COVID may exist in patients with both mild and severe disease and is prevalent after infection with different SARS-CoV-2 variants. The most common symptoms include fatigue, dyspnea, and other symptoms involving multiple organs. Vaccination results in lower rates of long COVID. To date, the mechanisms of long COVID remain unclear. In this narrative review, we summarized the clinical presentations and current evidence regarding the pathogenesis of long COVID.
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Affiliation(s)
- Yan Liu
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China–Japan Friendship Hospital, Beijing 100029, China
- Department of Infectious Disease, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, Shandong 264000, China
| | - Xiaoying Gu
- Department of Clinical Research and Data Management, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing 100029, China
| | - Haibo Li
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China–Japan Friendship Hospital, Beijing 100029, China
| | - Hui Zhang
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China–Japan Friendship Hospital, Beijing 100029, China
- Department of Pulmonary and Critical Care Medicine, China–Japan Friendship Hospital, Capital Medical University, Beijing 100029, China
| | - Jiuyang Xu
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China–Japan Friendship Hospital, Beijing 100029, China
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Gudziol H, Bitter T, Schade U, Laute K, Guntinas-Lichius O. [Subjective and objectified smell and taste disorders from an ENT post-Covid-19 consultation]. Laryngorhinootologie 2023; 102:933-943. [PMID: 37339661 DOI: 10.1055/a-2092-3913] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
INTRODUCTION Olfactory disorders are among the four most common post-COVID-19 complaints. The aim of our prospective study from a university ENT post-COVID consultation (PCS) was to substantiate the symptoms with psychophysical test results. METHODS After an ENT examination, 60 post-COVID-19 patients (41 women) were asked in writing about their medical history. Their ability to smell was tested using the extended Sniffin' Sticks test battery and their ability to taste was determined using the 3-drop test. From these data, three quantitative olfactory (RD) and gustatory (SD) diagnoses could be defined from normal value tables. Every second patient took part in a control examination. RESULTS Up to the first examination, 60 patients reported smell and 51 taste disorders; their average duration was 11 months in both cases. Objectified pathologic RD and SD had 87% and 42% of the total cohort, respectively. Every third patient suffered from an objectified combination of olfactory and gustatory damage. About every second patient complained of parosmia. Parosmic patients with two visits came earlier for a check-up. Six months after the initial examination, the detection thresholds, the TDI and the RD had improved in these patients. The self-assessment of olfactory ability had not changed. CONCLUSIONS Objectified pathologic RD persisted in our PCS for a mean of 1.5 years from the onset of infection. Parosmics had a better prognosis. For the healthcare system and especially for the patients affected, they continue to be a burden even after the pandemic.
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Affiliation(s)
- Hilmar Gudziol
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Uniklinikum, Jena, Germany
| | - Thomas Bitter
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Universitätsklinikum Jena, Jena, Germany
| | - Ulrike Schade
- Klinik für Hals-, Nasen- und Ohrenkrankheiten, Universitätsklinikum Jena, Jena, Germany
| | - Kerstin Laute
- Klinik für Hals-Nasen-Ohrenkrankheiten, Universitätsklinikum Jena, Jena, Germany
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Hu B, Gong M, Xiang Y, Qu S, Zhu H, Ye D. Mechanism and treatment of olfactory dysfunction caused by coronavirus disease 2019. J Transl Med 2023; 21:829. [PMID: 37978386 PMCID: PMC10657033 DOI: 10.1186/s12967-023-04719-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Since the start of the pandemic, olfactory dysfunction (OD) has been reported as a common symptom of COVID-19. In some asymptomatic carriers, OD is often the first and even the only symptom. At the same time, persistent OD is also a long-term sequela seen after COVID-19 that can have a serious impact on the quality of life of patients. However, the pathogenesis of post-COVID-19 OD is still unclear, and there is no specific treatment for its patients. The aim of this paper was to review the research on OD caused by SARS-CoV-2 infection and to summarize the mechanism of action, the pathogenesis, and current treatments.
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Affiliation(s)
- Bian Hu
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China
- Department of Otorhinolaryngology-Head and Neck Surgery, Ninghai First Hospital, Ningbo, 315600, Zhejiang, China
| | - Mengdan Gong
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China
| | - Yizhen Xiang
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China
| | - Siyuan Qu
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China
| | - Hai Zhu
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China
| | - Dong Ye
- Department of Otorhinolaryngology-Head and Neck Surgery, The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315040, Zhejiang, China.
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Yang K, Ayala-Grosso C, Bhattarai JP, Sheriff A, Takahashi T, Cristino AS, Zelano C, Ma M. Unraveling the Link between Olfactory Deficits and Neuropsychiatric Disorders. J Neurosci 2023; 43:7501-7510. [PMID: 37940584 PMCID: PMC10634556 DOI: 10.1523/jneurosci.1380-23.2023] [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: 07/17/2023] [Revised: 07/27/2023] [Accepted: 07/31/2023] [Indexed: 11/10/2023] Open
Abstract
Smell loss has caught public attention during the recent COVID-19 pandemic. Research on olfactory function in health and disease gains new momentum. Smell deficits have long been recognized as an early clinical sign associated with neuropsychiatric disorders. Here we review research on the associations between olfactory deficits and neuropathological conditions, focusing on recent progress in four areas: (1) human clinical studies of the correlations between smell deficits and neuropsychiatric disorders; (2) development of olfactory mucosa-derived tissue and cell models for studying the molecular pathologic mechanisms; (3) recent findings in brain imaging studies of structural and functional connectivity changes in olfactory pathways in neuropsychiatric disorders; and (4) application of preclinical animal models to validate and extend the findings from human subjects. Together, these studies have provided strong evidence of the link between the olfactory system and neuropsychiatric disorders, highlighting the relevance of deepening our understanding of the role of the olfactory system in pathophysiological processes. Following the lead of studies reviewed here, future research in this field may open the door to the early detection of neuropsychiatric disorders, personalized treatment approaches, and potential therapeutic interventions through nasal administration techniques, such as nasal brush or nasal spray.
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Affiliation(s)
- Kun Yang
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287
| | - Carlos Ayala-Grosso
- Unit of Cellular Therapy, Centre of Experimental Medicine, Instituto Venezolano de Investigaciones Cientificas, Caracas, 1020-A, Venezuela
- Unit of Advanced Therapies, Instituto Distrital de Ciencia Biotecnología e Innovación en Salud, Bogotá, Colombia 111-611
| | - Janardhan P Bhattarai
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104
| | - Andrew Sheriff
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611
| | - Tsutomu Takahashi
- Department of Neuropsychiatry, University of Toyama Graduate School of Medicine and Pharmaceutical Sciences, Toyama, 930-0194, Japan
| | - Alexandre S Cristino
- Griffith Institute for Drug Discovery, Griffith University, Brisbane, Queensland 4111, Australia
| | - Christina Zelano
- Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611
| | - Minghong Ma
- Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104
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Jung T, Choi BY, Jang M, Kim T, Seo E, Kim JK. Comparative Analysis of Olfactory and Gustatory Function of Patients With COVID-19 Olfactory Dysfunction and Non-COVID-19 Postinfectious Olfactory Dysfunction. J Korean Med Sci 2023; 38:e352. [PMID: 37935167 PMCID: PMC10627727 DOI: 10.3346/jkms.2023.38.e352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/18/2023] [Indexed: 11/09/2023] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) is known to have a high incidence of loss of smell and taste. However, studies in the early stages of the COVID-19 pandemic have evaluated these symptoms using subjective surveys and simple olfactory tests only. Hence, we compared the olfactory and gustatory characteristics of patient groups with COVID-19 olfactory dysfunction (C19OD) and non-COVID-19 postinfectious olfactory dysfunction (PIOD) using an objective olfactory test and evaluated the significance of olfactory training in both patient groups. METHODS We retrospectively analyzed the medical records of 14 patients with a decreased sense of smell after having positive COVID-19 polymerase chain reaction results, and 56 patients with PIOD with no history of confirmed COVID-19. Participants were evaluated using the Korean version of the Sniffin' stick (KVSS) II, and chemical gustometry and olfactory training was assessed during their first visit. Olfactory training was then re-evaluated after an average of 8 (± 6) weeks. RESULTS The average age of participants in the C19OD group was lower than in those in the non-COVID-19 PIOD group. The proportion of men in the C19OD group was higher than in the non-COVID-19 PIOD group. At baseline assessment, the C19OD group had better olfactory and gustatory functions. After olfactory training, the non-COVID-19 PIOD patient group showed a significant increase in all KVSS II Total, T, D, and I scores, but there was a non-significant increase in all scores in the C19OD group. CONCLUSION The C19OD group had better olfactory and gustatory function than the non-COVID-19 PIOD group at the initial assessment. After olfactory training, there was an increase in olfactory function test scores in both groups. Olfactory training may be helpful in C19OD, as in non-COVID-19 PIOD.
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Affiliation(s)
- Taesik Jung
- Department of Otorhinolaryngology-Head and Neck Surgery, Konkuk University Medical Center, Konkuk University College of Medicine, Seoul, Korea
| | - Bo Yoon Choi
- Department of Otorhinolaryngology-Head and Neck Surgery, Konkuk University Medical Center, Konkuk University College of Medicine, Seoul, Korea
| | - Minho Jang
- Department of Otorhinolaryngology-Head and Neck Surgery, Konkuk University Medical Center, Konkuk University College of Medicine, Seoul, Korea
| | - Taehee Kim
- Department of Otorhinolaryngology-Head and Neck Surgery, Konkuk University Medical Center, Konkuk University College of Medicine, Seoul, Korea
| | - EunHye Seo
- Korea mRNA Vaccine Initiative, Gachon University, Seongnam, Korea
| | - Jin Kook Kim
- Department of Otorhinolaryngology-Head and Neck Surgery, Konkuk University Medical Center, Konkuk University College of Medicine, Seoul, Korea.
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Hintschich CA, Wege-Lüssen A, Göktas Ö, Stuck BA, Müller CA, Hummel T. [Persistent olfactory impairment after COVID-19-recommendations of the Working Group on Olfactology and Gustology of the German Society of Oto-rhino-laryngology, Head and Neck Surgery]. HNO 2023; 71:739-743. [PMID: 37801102 PMCID: PMC10589143 DOI: 10.1007/s00106-023-01368-w] [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] [Accepted: 08/17/2023] [Indexed: 10/07/2023]
Abstract
This article does not intend to comprehensively review the existing literature on coronavirus disease 2019 (COVID-19)-associated smell disorders, but aims to summarize scientific evidence for otorhinolaryngological practice and provide recommendations for diagnosis and treatment of persistent smell disorders following COVID-19.
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Affiliation(s)
- Constantin A Hintschich
- Klinik und Poliklinik für Hals-Nasen-Ohren-Heilkunde, Universitätsklinikum Regensburg, Franz-Josef-Strauß-Allee 11, 93053, Regensburg, Deutschland.
| | | | | | - Boris A Stuck
- Klinik für Hals‑, Nasen- und Ohrenheilkunde, Kopf- und Hals-Chirurgie, Universitätsklinikum Marburg, Philipps-Universität Marburg, Marburg, Deutschland
| | - Christian A Müller
- Universitätsklinik für Hals‑, Nasen- und Ohrenkrankheiten, Kopf- und Halschirurgie, Medizinische Universität Wien, Wien, Österreich
| | - Thomas Hummel
- Interdisziplinäres Zentrum für Riechen und Schmecken, Universitätsklinikum Carl Gustav Carus, Dresden, Deutschland
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Li J, Zhou Y, Ma J, Zhang Q, Shao J, Liang S, Yu Y, Li W, Wang C. The long-term health outcomes, pathophysiological mechanisms and multidisciplinary management of long COVID. Signal Transduct Target Ther 2023; 8:416. [PMID: 37907497 PMCID: PMC10618229 DOI: 10.1038/s41392-023-01640-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 08/04/2023] [Accepted: 09/04/2023] [Indexed: 11/02/2023] Open
Abstract
There have been hundreds of millions of cases of coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). With the growing population of recovered patients, it is crucial to understand the long-term consequences of the disease and management strategies. Although COVID-19 was initially considered an acute respiratory illness, recent evidence suggests that manifestations including but not limited to those of the cardiovascular, respiratory, neuropsychiatric, gastrointestinal, reproductive, and musculoskeletal systems may persist long after the acute phase. These persistent manifestations, also referred to as long COVID, could impact all patients with COVID-19 across the full spectrum of illness severity. Herein, we comprehensively review the current literature on long COVID, highlighting its epidemiological understanding, the impact of vaccinations, organ-specific sequelae, pathophysiological mechanisms, and multidisciplinary management strategies. In addition, the impact of psychological and psychosomatic factors is also underscored. Despite these crucial findings on long COVID, the current diagnostic and therapeutic strategies based on previous experience and pilot studies remain inadequate, and well-designed clinical trials should be prioritized to validate existing hypotheses. Thus, we propose the primary challenges concerning biological knowledge gaps and efficient remedies as well as discuss the corresponding recommendations.
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Affiliation(s)
- Jingwei Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yun Zhou
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Jiechao Ma
- AI Lab, Deepwise Healthcare, Beijing, China
| | - Qin Zhang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
- Department of Postgraduate Student, West China Hospital, West China School of Medicine, Sichuan University, Chengdu, China
| | - Jun Shao
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Shufan Liang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China
| | - Yizhou Yu
- Department of Computer Science, The University of Hong Kong, Hong Kong, China.
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
| | - Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, Med-X Center for Manufacturing, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
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