Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework

Loss of the sense of smell (anosmia) has been included as a COVID-19 symptom by the World Health Organization. The majority of patients recover the sense of smell within a few weeks postinfection (short-term anosmia), while others report persistent anosmia. Several studies have investigated the mech...

Full description

Bibliographic Details
Main Authors: Muhammad Ali Shahbaz, Francesca De Bernardi, Arto Alatalo, Magdalini Sachana, Laure-Alix Clerbaux, Amalia Muñoz, Surat Parvatam, Brigitte Landesmann, Katja M. Kanninen, Sandra Coecke
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Cells
Subjects:
Online Access:https://www.mdpi.com/2073-4409/11/19/3027
_version_ 1797479993296551936
author Muhammad Ali Shahbaz
Francesca De Bernardi
Arto Alatalo
Magdalini Sachana
Laure-Alix Clerbaux
Amalia Muñoz
Surat Parvatam
Brigitte Landesmann
Katja M. Kanninen
Sandra Coecke
author_facet Muhammad Ali Shahbaz
Francesca De Bernardi
Arto Alatalo
Magdalini Sachana
Laure-Alix Clerbaux
Amalia Muñoz
Surat Parvatam
Brigitte Landesmann
Katja M. Kanninen
Sandra Coecke
author_sort Muhammad Ali Shahbaz
collection DOAJ
description Loss of the sense of smell (anosmia) has been included as a COVID-19 symptom by the World Health Organization. The majority of patients recover the sense of smell within a few weeks postinfection (short-term anosmia), while others report persistent anosmia. Several studies have investigated the mechanisms leading to anosmia in COVID-19; however, the evidence is scattered, and the mechanisms remain poorly understood. Based on a comprehensive review of the literature, we aim here to evaluate the current knowledge and uncertainties regarding the mechanisms leading to short-term anosmia following SARS-CoV-2 infection. We applied an adverse outcome pathway (AOP) framework, well established in toxicology, to propose a sequence of measurable key events (KEs) leading to short-term anosmia in COVID-19. Those KEs are (1) SARS-CoV-2 Spike proteins binding to ACE-2 expressed by the sustentacular (SUS) cells in the olfactory epithelium (OE); (2) viral entry into SUS cells; (3) viral replication in the SUS cells; (4) SUS cell death; (5) damage to the olfactory sensory neurons and the olfactory epithelium (OE). This AOP-aligned approach allows for the identification of gaps where more research should be conducted and where therapeutic intervention could act. Finally, this AOP gives a frame to explain several disease features and can be linked to specific factors that lead to interindividual differences in response to SARS-CoV-2 infection.
first_indexed 2024-03-09T21:53:43Z
format Article
id doaj.art-5278ddfb1ece46dd9b58f995ba99259a
institution Directory Open Access Journal
issn 2073-4409
language English
last_indexed 2024-03-09T21:53:43Z
publishDate 2022-09-01
publisher MDPI AG
record_format Article
series Cells
spelling doaj.art-5278ddfb1ece46dd9b58f995ba99259a2023-11-23T20:01:25ZengMDPI AGCells2073-44092022-09-011119302710.3390/cells11193027Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway FrameworkMuhammad Ali Shahbaz0Francesca De Bernardi1Arto Alatalo2Magdalini Sachana3Laure-Alix Clerbaux4Amalia Muñoz5Surat Parvatam6Brigitte Landesmann7Katja M. Kanninen8Sandra Coecke9A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70211 Kuopio, FinlandDivision of Otorhinolaryngology, Department of Biotechnologies and Life Sciences, University of Insubria, Ospedale di Circolo e Fondazione Macchi, 21100 Varese, ItalyA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70211 Kuopio, FinlandEnvironment Health and Safety Division, Environment Directorate, Organisation for Economic Cooperation and Development (OECD), 75775 Paris, FranceEuropean Commission, Joint Research Centre (JRC), 21027 Ispra, ItalyEuropean Commission, Joint Research Centre (JRC), 2440 Geel, BelgiumCentre for Predictive Human Model Systems, Atal Incubation Centre-Centre for Cellular and Molecular Biology (AIC-CCMB), Habsiguda, Hyderabad 500039, IndiaEuropean Commission, Joint Research Centre (JRC), 21027 Ispra, ItalyA.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, 70211 Kuopio, FinlandEuropean Commission, Joint Research Centre (JRC), 21027 Ispra, ItalyLoss of the sense of smell (anosmia) has been included as a COVID-19 symptom by the World Health Organization. The majority of patients recover the sense of smell within a few weeks postinfection (short-term anosmia), while others report persistent anosmia. Several studies have investigated the mechanisms leading to anosmia in COVID-19; however, the evidence is scattered, and the mechanisms remain poorly understood. Based on a comprehensive review of the literature, we aim here to evaluate the current knowledge and uncertainties regarding the mechanisms leading to short-term anosmia following SARS-CoV-2 infection. We applied an adverse outcome pathway (AOP) framework, well established in toxicology, to propose a sequence of measurable key events (KEs) leading to short-term anosmia in COVID-19. Those KEs are (1) SARS-CoV-2 Spike proteins binding to ACE-2 expressed by the sustentacular (SUS) cells in the olfactory epithelium (OE); (2) viral entry into SUS cells; (3) viral replication in the SUS cells; (4) SUS cell death; (5) damage to the olfactory sensory neurons and the olfactory epithelium (OE). This AOP-aligned approach allows for the identification of gaps where more research should be conducted and where therapeutic intervention could act. Finally, this AOP gives a frame to explain several disease features and can be linked to specific factors that lead to interindividual differences in response to SARS-CoV-2 infection.https://www.mdpi.com/2073-4409/11/19/3027SARS-CoV-2 infectionCOVID-19anosmiaolfactory neuroepitheliumAOP
spellingShingle Muhammad Ali Shahbaz
Francesca De Bernardi
Arto Alatalo
Magdalini Sachana
Laure-Alix Clerbaux
Amalia Muñoz
Surat Parvatam
Brigitte Landesmann
Katja M. Kanninen
Sandra Coecke
Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
Cells
SARS-CoV-2 infection
COVID-19
anosmia
olfactory neuroepithelium
AOP
title Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
title_full Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
title_fullStr Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
title_full_unstemmed Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
title_short Mechanistic Understanding of the Olfactory Neuroepithelium Involvement Leading to Short-Term Anosmia in COVID-19 Using the Adverse Outcome Pathway Framework
title_sort mechanistic understanding of the olfactory neuroepithelium involvement leading to short term anosmia in covid 19 using the adverse outcome pathway framework
topic SARS-CoV-2 infection
COVID-19
anosmia
olfactory neuroepithelium
AOP
url https://www.mdpi.com/2073-4409/11/19/3027
work_keys_str_mv AT muhammadalishahbaz mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT francescadebernardi mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT artoalatalo mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT magdalinisachana mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT laurealixclerbaux mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT amaliamunoz mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT suratparvatam mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT brigittelandesmann mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT katjamkanninen mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework
AT sandracoecke mechanisticunderstandingoftheolfactoryneuroepitheliuminvolvementleadingtoshorttermanosmiaincovid19usingtheadverseoutcomepathwayframework