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Cheung MM, Hubert PA, Reed DR, Pouget ER, Jiang X, Hwang LD. Understanding the determinants of sweet taste liking in the African and East Asian ancestry groups in the U.S.-A study protocol. PLoS One 2024; 19:e0300071. [PMID: 38683826 PMCID: PMC11057733 DOI: 10.1371/journal.pone.0300071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 02/20/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND The liking for sweet taste is a powerful driver for consuming added sugars, and therefore, understanding how sweet liking is formed is a critical step in devising strategies to lower added sugars consumption. However, current research on the influence of genetic and environmental factors on sweet liking is mostly based on research conducted with individuals of European ancestry. Whether these results can be generalized to people of other ancestry groups warrants investigation. METHODS We will determine the differences in allele frequencies in sweet-related genetic variants and their effects on sweet liking in 426 adults of either African or East Asian ancestry, who have the highest and lowest average added sugars intake, respectively, among ancestry groups in the U.S. We will collect information on participants' sweet-liking phenotype, added sugars intake (sweetness exposure), anthropometric measures, place-of-birth, and for immigrants, duration of time living in the U.S. and age when immigrated. Ancestry-specific polygenic scores of sweet liking will be computed based on the effect sizes of the sweet-related genetic variants on the sweet-liking phenotype for each ancestry group. The predictive validity of the polygenic scores will be tested using individuals of African and East Asian ancestry from the UK Biobank. We will also compare sweet liking between U.S.-born individuals and immigrants within each ancestry group to test whether differences in environmental sweetness exposure during childhood affect sweet liking in adulthood. DISCUSSION Expanding genetic research on taste to individuals from ancestry groups traditionally underrepresented in such research is consistent with equity goals in sensory and nutrition science. Findings from this study will help in the development of a more personalized nutrition approach for diverse populations. TRIAL REGISTRATION This protocol has been preregistered with the Center for Open Science (https://doi.org/10.17605/OSF.IO/WPR9E).
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Affiliation(s)
- May M. Cheung
- City University of New York, Brooklyn College, Brooklyn, New York, United States of America
| | - Patrice A. Hubert
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, United States of America
| | - Danielle R. Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, United States of America
| | - Enrique R. Pouget
- City University of New York, Brooklyn College, Brooklyn, New York, United States of America
| | - Xinyin Jiang
- City University of New York, Brooklyn College, Brooklyn, New York, United States of America
| | - Liang-Dar Hwang
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia
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2
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Nguyen H, Lin C, Bell K, Huang A, Hannum M, Ramirez V, Christensen C, Rawson NE, Colquitt L, Domanico P, Sasimovich I, Herriman R, Joseph P, Braimah O, Reed DR. Worldwide study of the taste of bitter medicines and their modifiers. bioRxiv 2024:2024.04.24.590957. [PMID: 38712219 PMCID: PMC11071635 DOI: 10.1101/2024.04.24.590957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
The bitter taste of medicines hinders patient compliance, but not everyone experiences these difficulties because people worldwide differ in their bitterness perception. To better understand how people from diverse ancestries perceive medicines and taste modifiers, 338 adults, European and recent US and Canada immigrants from Asia, South Asia, and Africa, rated the bitterness intensity of taste solutions on a 100-point generalized visual analog scale and provided a saliva sample for genotyping. The taste solutions were five medicines, tenofovir alafenamide (TAF), moxifloxacin, praziquantel, amodiaquine, and propylthiouracil (PROP), and four other solutions, TAF mixed with sucralose (sweet, reduces bitterness) or 6-methylflavone (tasteless, reduces bitterness), sucralose alone, and sodium chloride alone. Bitterness ratings differed by ancestry for two of the five drugs (amodiaquine and PROP) and for TAF mixed with sucralose. Genetic analysis showed that people with variants in one bitter receptor variant gene (TAS2R38) reported PROP was more bitter than did those with a different variant (p= 7.6e-19) and that people with either an RIMS2 or a THSD4 genotype found sucralose more bitter than did others (p=2.6e-8, p=7.9e-11, resp.). Our findings may help guide the formulation of bad-tasting medicines to meet the needs of those most sensitive to them.
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Affiliation(s)
- Ha Nguyen
- Monell Chemical Senses Center, Philadelphia PA, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia PA, USA
| | | | - Amy Huang
- Monell Chemical Senses Center, Philadelphia PA, USA
| | | | | | | | | | | | | | | | | | - Paule Joseph
- National Institute of Alcohol Abuse and Alcoholism & National Institute of Nursing Research, Bethesda MD, USA
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3
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Hunter SR, Zola A, Ho E, Kallen M, Adjei-Danquah E, Achenbach C, Smith GR, Gershon R, Reed DR, Schalet B, Parma V, Dalton PH. Using SCENTinel® to predict SARS-CoV-2 infection: insights from a community sample during dominance of Delta and Omicron variants. Front Public Health 2024; 12:1322797. [PMID: 38660364 PMCID: PMC11041634 DOI: 10.3389/fpubh.2024.1322797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 03/27/2024] [Indexed: 04/26/2024] Open
Abstract
Introduction Based on a large body of previous research suggesting that smell loss was a predictor of COVID-19, we investigated the ability of SCENTinel®, a newly validated rapid olfactory test that assesses odor detection, intensity, and identification, to predict SARS-CoV-2 infection in a community sample. Methods Between April 5, 2021, and July 5, 2022, 1,979 individuals took one SCENTinel® test, completed at least one physician-ordered SARS-CoV-2 PCR test, and endorsed a list of self-reported symptoms. Results Among the of SCENTinel® subtests, the self-rated odor intensity score, especially when dichotomized using a previously established threshold, was the strongest predictor of SARS-CoV-2 infection. SCENTinel® had high specificity and negative predictive value, indicating that those who passed SCENTinel® likely did not have a SARS-CoV-2 infection. Predictability of the SCENTinel® performance was stronger when the SARS-CoV-2 Delta variant was dominant rather than when the SARS-CoV-2 Omicron variant was dominant. Additionally, SCENTinel® predicted SARS-CoV-2 positivity better than using a self-reported symptom checklist alone. Discussion These results indicate that SCENTinel® is a rapid assessment tool that can be used for population-level screening to monitor abrupt changes in olfactory function, and to evaluate spread of viral infections like SARS-CoV-2 that often have smell loss as a symptom.
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Affiliation(s)
| | - Anne Zola
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Emily Ho
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Michael Kallen
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | | | - Chad Achenbach
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - G. Randy Smith
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Richard Gershon
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | | | - Benjamin Schalet
- Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Valentina Parma
- Monell Chemical Senses Center, Philadelphia, PA, United States
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4
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Ethgen LM, Pastore C, Lin C, Reed DR, Hung LY, Douglas B, Sinker D, Herbert DR, Belle NM. A Trefoil factor 3-Lingo2 axis restrains proliferative expansion of type-1 T helper cells during GI nematode infection. Mucosal Immunol 2024; 17:238-256. [PMID: 38336020 PMCID: PMC11086637 DOI: 10.1016/j.mucimm.2024.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 01/22/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
Host defense at the mucosal interface requires collaborative interactions between diverse cell lineages. Epithelial cells damaged by microbial invaders release reparative proteins such as the Trefoil factor family (TFF) peptides that functionally restore barrier integrity. However, whether TFF peptides and their receptors also serve instructive roles for immune cell function during infection is incompletely understood. Here, we demonstrate that the intestinal trefoil factor, TFF3, restrains (T cell helper) TH1 cell proliferation and promotes host-protective type 2 immunity against the gastrointestinal parasitic nematode Trichuris muris. Accordingly, T cell-specific deletion of the TFF3 receptor, leucine-rich repeat and immunoglobulin containing nogo receptor 2 (LINGO2), impairs TH2 cell commitment, allows proliferative expansion of interferon (IFN)g+ cluster of differentiation (CD)4+ TH1 cells and blocks normal worm expulsion through an IFNg-dependent mechanism. This study indicates that TFF3, in addition to its known tissue reparative functions, drives anti-helminth immunity by controlling the balance between TH1/TH2 subsets.
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Affiliation(s)
- Lucas M Ethgen
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christopher Pastore
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Li-Yin Hung
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Bonnie Douglas
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dominic Sinker
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - De'Broski R Herbert
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - Nicole M Belle
- Division of Gastroenterology and Hepatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
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Nguyen H, Lin C, Sasimovich I, Bell K, Huang A, Leszkowicz E, Rawson NE, Reed DR. Thiazolidinediones Are Partially Effective Bitter Blockers. Clin Ther 2024:S0149-2918(24)00040-7. [PMID: 38462427 DOI: 10.1016/j.clinthera.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/14/2023] [Accepted: 02/11/2024] [Indexed: 03/12/2024]
Abstract
PURPOSE The bad bitter taste of some medicines is a barrier to overcoming noncompliance with medication use, especially life-saving drugs given to children and the elderly. Here, we evaluated a new class of bitter blockers (thiazolidinediones, TZDs). METHODS In this study, 2 TZDs were tested, rosiglitazone (ROSI) and a simpler form of TZD, using a high-potency sweetener as a positive control (neohesperidin dihydrochalcone, NHDC). We tested bitter-blocking effects using the bitter drugs tenofovir alafenamide fumarate (TAF), a treatment for HIV and hepatitis B infection, and praziquantel (PRAZ), a treatment for schistosomiasis, by conducting taste testing with 2 separate taste panels: a general panel (N = 97, 20-23 years, 82.5% female, all Eastern European) and a genetically informative panel (N = 158, including 68 twin pairs, 18-82 years, 76% female, 87% European ancestry). Participants rated the bitterness intensity of the solutions on a 100-point generalized visual analog scale. FINDINGS Person-to-person differences in drug bitterness were striking; TAF and PRAZ were weakly or not bitter for some people but moderately to highly bitter for others. Participants in both taste panels rated the bitter drugs TAF and PRAZ as less bitter on average when mixed with NHDC than when sampled alone. ROSI partially suppressed the bitterness of TAF and PRAZ, but effectiveness differed between the 2 panels: bitterness was significantly reduced for PRAZ but not TAF in the general panel and for TAF but not PRAZ in the genetically informative panel. ROSI was a more effective blocker than the other TZD. IMPLICATIONS These results suggest that TZDs are partially effective bitter blockers and the suppression efficacy differs from drug to drug, from person to person, and from panel to panel, suggesting other TZDs should be designed and tested with more drugs and on diverse populations to define which ones work best with which drugs and for whom. The discovery of bitter receptor blockers can improve compliance with medication use.
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Affiliation(s)
- Ha Nguyen
- Monell Chemical Senses Center, Philadelphia, Pennsylvania
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania
| | | | - Katherine Bell
- Monell Chemical Senses Center, Philadelphia, Pennsylvania
| | - Amy Huang
- Monell Chemical Senses Center, Philadelphia, Pennsylvania
| | - Emilia Leszkowicz
- Department of Animal and Human Physiology, Faculty of Biology, University of Gdańsk, Gdańsk, Poland
| | - Nancy E Rawson
- Monell Chemical Senses Center, Philadelphia, Pennsylvania
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Kohanski MA, Qatanani A, Lin C, Tan LH, Chang J, Corr A, Herzberg S, Adappa ND, Palmer JN, Reed DR, Bosso JV, Cohen NA. Long-term aspirin desensitization has mucosal cytokine features of immune tolerance. Allergy 2024; 79:507-509. [PMID: 37727998 DOI: 10.1111/all.15894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/12/2023] [Accepted: 09/10/2023] [Indexed: 09/21/2023]
Affiliation(s)
- Michael A Kohanski
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Anas Qatanani
- Drexel School of Medicine, Philadelphia, Pennsylvania, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Li Hui Tan
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jeremy Chang
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Andrew Corr
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Sabrina Herzberg
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Nithin D Adappa
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - James N Palmer
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - John V Bosso
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
- Philadelphia Veterans Affairs Medical Center, Philadelphia, Pennsylvania, USA
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Tharakan T, Piccirillo JF, Miller B, Reed DR, Kallogjeri D, Paniello R, Puram SV, Jackson RS. Acute Taste Dysfunction in Oropharyngeal Cancer Patients after Transoral Robotic Surgery. Laryngoscope 2023; 133:3520-3528. [PMID: 37551882 PMCID: PMC10843268 DOI: 10.1002/lary.30939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/23/2023] [Accepted: 07/17/2023] [Indexed: 08/09/2023]
Abstract
OBJECTIVES To compare taste changes after transoral robotic surgery (TORS) to taste changes in healthy controls. METHODS Oropharyngeal cancer patients receiving TORS and healthy controls were recruited. Participants underwent posterolateral and whole-mouth psychophysical taste testing (identification, intensity, and hedonics) at baseline and at 2 weeks postoperatively (patients) or follow-up (controls). Surgeons reported suspension time and glossopharyngeal nerve injury (GNI) based on the identification and sacrifice of the nerve. A Clinical Global Impression (CGI) of taste symptoms was completed at each session ("My sense of taste bothers me" on a 5-point scale from Never [1] to Always [5]). A taste disorder (TD) was a CGI of 3 (Sometimes) or worse. Within-subject changes in CGI and psychophysical scores were computed. "Worsened taste" was a CGI increase by ≥1 point at follow-up. RESULTS Of 69 participants, most (33/37 tumor, 31/32 controls) had normal baseline taste (CGI < 3). 14/33 (42%) TORS patients and no controls developed new TDs at follow-up. More smokers (7/9) had worsened taste than nonsmokers (19/60, difference = 46% [95% CI 16%-76%]). More patients without GNI (6/22) than with GNI (0/15) had postoperative phantogeusia (difference = 27% [95% CI 9-45%]). Tumor-ipsilateral taste identification (TI) decreased more in patients (-11.3%) than controls (0.8%, difference = 12.2% [95% CI 5.0-19.3%]). Suspension time was not associated with worsened taste symptoms or psychophysical changes. CONCLUSIONS Patient-reported taste changes after TORS are frequent. Compared to healthy controls, TORS patients have decreased tumor-ipsilateral TI. Suspension time and GNI are unlikely to cause symptomatic TDs. Further investigations of the etiology and long-term symptom burden of TORS-associated TDs will aid in the management of oropharyngeal cancer patients. LEVEL OF EVIDENCE 3 (non-randomized controlled cohort study) Laryngoscope, 133:3520-3528, 2023.
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Affiliation(s)
- Theresa Tharakan
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
| | - Jay F. Piccirillo
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
| | - Brevin Miller
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
- School of Medicine, University of Missouri Kansas City, Kansas City, MO
| | | | - Dorina Kallogjeri
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
| | - Randall Paniello
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
| | - Sidharth V. Puram
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
- Department of Genetics, Washington University School of Medicine, St Louis, MO
| | - Ryan S. Jackson
- Department of Otolaryngology – Head and Neck Surgery, Washington University School of Medicine, St Louis, MO
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Inclan-Rico JM, Napuri CM, Lin C, Hung LY, Ferguson AA, Wu Q, Pastore CF, Stephenson A, Femoe UM, Rossi HL, Reed DR, Luo W, Abdus-Saboor I, Herbert DR. "MrgprA3 neurons selectively control myeloid-derived cytokines for IL-17 dependent cutaneous immunity". Res Sq 2023:rs.3.rs-3644984. [PMID: 38076920 PMCID: PMC10705600 DOI: 10.21203/rs.3.rs-3644984/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
Skin employs interdependent cellular networks to facilitate barrier integrity and host immunity through ill-defined mechanisms. This study demonstrates that manipulation of itch-sensing neurons bearing the Mas-related G protein-coupled receptor A3 (MrgprA3) drives IL-17+ γδ T cell expansion, epidermal thickening, and resistance to the human pathogen Schistosoma mansoni through mechanisms that require myeloid antigen presenting cells (APC). Activated MrgprA3 neurons instruct myeloid APCs to downregulate interleukin 33 (IL-33) and up-regulate TNFα partially through the neuropeptide calcitonin gene related peptide (CGRP). Strikingly, cell-intrinsic deletion of IL-33 in myeloid APC basally alters chromatin accessibility at inflammatory cytokine loci and promotes IL-17/23-dependent epidermal thickening, keratinocyte hyperplasia, and resistance to helminth infection. Our findings reveal a previously undescribed mechanism of intercellular cross-talk wherein "itch" neuron activation reshapes myeloid cytokine expression patterns to alter skin composition for cutaneous immunity against invasive pathogens.
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Affiliation(s)
- Juan M. Inclan-Rico
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Camila M. Napuri
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Li-Yin Hung
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Annabel A. Ferguson
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Qinxue Wu
- Department of Neuroscience, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Christopher F. Pastore
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Adriana Stephenson
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ulrich M. Femoe
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Heather L. Rossi
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Wenqin Luo
- Department of Neuroscience, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Institute for Regenerative Medicine, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Ishmail Abdus-Saboor
- Department of Biological Sciences, Zuckerman Mind, Brain, Behavior Institute, Columbia University, New York, New York, USA
| | - De’Broski R. Herbert
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Cheung MM, Hubert PA, Reed DR, Pouget ER, Jiang X, Hwang LD. Understanding the Determinants of Sweet Liking in the African and East Asian Ancestry Groups in the U.S. - A Study Protocol. Res Sq 2023:rs.3.rs-3644422. [PMID: 38076869 PMCID: PMC10705709 DOI: 10.21203/rs.3.rs-3644422/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
Background The liking for sweet taste is a powerful driver for consuming added sugars, and therefore, understanding how sweet liking is formed is a critical step in devising strategies to lower added sugars consumption. However, current research on the influence of genetic and environmental factors on sweet liking is mostly based on research conducted with individuals of European ancestry. Whether these results can be generalized to people of other ancestry groups warrants investigation. Methods We will determine the differences in allele frequencies in sweet-related genetic variants and their effects on sweet liking in 426 adults of either African or East Asian ancestry, who have the highest and lowest average added sugars intake, respectively, among ancestry groups in the U.S. We will collect information on participants' sweet-liking phenotype, added sugars intake (sweetness exposure), anthropometric measures, place-of-birth, and for immigrants, duration of time living in the U.S. and age when immigrated. Ancestry-specific polygenic scores of sweet liking will be computed based on the effect sizes of the sweet-related genetic variants on the sweet-liking phenotype for each ancestry group. The predictive validity of the polygenic scores will be tested using individuals of African and East Asian ancestry from the UK Biobank. We will also compare sweet liking between U.S.-born individuals and immigrants within each ancestry group to test whether differences in environmental sweetness exposure during childhood affect sweet liking in adulthood. Discussion Expanding genetic research on taste to individuals from ancestry groups traditionally underrepresented in such research is consistent with equity goals in sensory and nutrition science. Findings from this study will help in the development of a more personalized nutrition approach for diverse populations. Trial registration This protocol has been preregistered with the Center for Open Science (https://doi.org/10.17605/OSF.IO/WPR9E) and is approved by the City University of New York Human Research Protection Program (IRB#: 2023-0064-Brooklyn).
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10
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Nguyen H, Lin C, Sasimovich I, Bell K, Huang A, Leszkowicz E, Rawson NE, Reed DR. Thiazolidinediones are partially effective bitter blockers. bioRxiv 2023:2023.08.08.552460. [PMID: 37609224 PMCID: PMC10441302 DOI: 10.1101/2023.08.08.552460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/24/2023]
Abstract
Purpose The bad bitter taste of some medicines is a barrier to overcoming non-compliance with medication use, especially life-saving drugs given to children and the elderly. Here we evaluated a new class of bitter blockers (thiazolidinediones; TZDs). Methods In this study, two TZDs were tested, rosiglitazone (ROSI) and a simpler form of TZD, using a high-potency sweetener as a positive control (neohesperidin dihydrochalcone, NHDC). We tested bitter-blocking effects using the bitter drugs tenofovir alafenamide fumarate (TAF), a treatment for HIV and hepatitis B infection, and praziquantel (PRAZ), a treatment for schistosomiasis, by conducting taste testing with two separate taste panels: a general panel (N=97, 20-23 yrs, 82.5% female, all Eastern European) and a genetically informative panel (N=158, including 68 twin pairs, 18-82 yrs, 76% female, 87% European ancestry). Participants rated the bitterness intensity of the solutions on a 100-point generalized visual analog scale. Findings Participants in both taste panels rated the bitter drugs TAF and PRAZ as less bitter on average when mixed with NHDC than when sampled alone. ROSI partially suppressed the bitterness of TAF and PRAZ, but effectiveness differed between the two panels: bitterness was significantly reduced for PRAZ but not TAF in the general panel and for TAF but not PRAZ in the genetically informative panel. ROSI was a more effective blocker than the other TZD. Implications These results suggest that TZDs are partially effective bitter blockers, suggesting other TZDs should be designed and tested with more drugs and on diverse populations to define which ones work best with which drugs and for whom. The discovery of bitter receptor blockers can improve compliance with medication use.
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Affiliation(s)
- Ha Nguyen
- Monell Chemical Senses Center, Philadelphia, PA, 19104, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, 19104, USA
| | | | - Katherine Bell
- Monell Chemical Senses Center, Philadelphia, PA, 19104, USA
| | - Amy Huang
- Monell Chemical Senses Center, Philadelphia, PA, 19104, USA
| | - Emilia Leszkowicz
- Dept. Animal and Human Physiology, Faculty of Biology, University of Gdańsk, Gdańsk, Poland
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11
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Sell EA, Tan LH, Lin C, Bosso JV, Palmer JN, Adappa ND, Lee RJ, Kohanski MA, Reed DR, Cohen NA. Microbial metabolite succinate activates solitary chemosensory cells in the human sinonasal epithelium. Int Forum Allergy Rhinol 2023; 13:1525-1534. [PMID: 36565436 DOI: 10.1002/alr.23104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 10/13/2022] [Accepted: 10/24/2022] [Indexed: 12/25/2022]
Abstract
BACKGROUND Succinate, although most famous for its role in the Krebs cycle, can be released extracellularly as a signal of cellular distress, particularly in situations of metabolic stress and inflammation. Solitary chemosensory cells (SCCs) express SUCNR1, the succinate receptor, and modulate type 2 inflammatory responses in helminth and protozoal infections in the small intestine. SCCs are the dominant epithelial source of interleukin-25, as well as an important source of cysteinyl leukotrienes in the airway, and have been implicated as upstream agents in type 2 inflammation in chronic rhinosinusitis (CRS) and asthma. METHODS In this study, we used scRNAseq analysis, live cell imaging of intracellular calcium from primary sinonasal air-liquid interface (ALI) cultures from 1 donor, and measure antimicrobial peptide release from 5 donors to demonstrate preliminary evidence suggesting that succinate can act as a stimulant of SCCs in the human sinonasal epithelium. RESULTS Results from scRNAseq analysis show that approximately 10% of the SCC/ionocyte cluster of cells expressed SUCNR1 as well as a small population of immune cells. Using live cell imaging of intracellular calcium, we also demonstrate that clusters of cells on primary sinonasal ALI cultures initiated calcium-mediated signaling in response to succinate stimulation. Furthermore, we present evidence that primary sinonasal ALI cultures treated with succinate had increased levels of apical beta-defensin 2, an antimicrobial peptide, compared to treatment with a control solution. CONCLUSION Overall, these findings demonstrate the need for further investigation into the activation of the sinonasal epithelium by succinate in the pathogenesis of CRS.
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Affiliation(s)
- Elizabeth A Sell
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Li Hui Tan
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA
| | - John V Bosso
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - James N Palmer
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Nithin D Adappa
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Robert J Lee
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Michael A Kohanski
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | - Noam A Cohen
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Division of Rhinology, Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Monell Chemical Senses Center, Philadelphia, PA
- Corporal Michael J. Crescenz Veterans Administration Medical Center, Philadelphia, PA
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12
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Lin C, Jyotaki M, Quinlan J, Feng S, Zhou M, Jiang P, Matsumoto I, Huang L, Ninomiya Y, Margolskee RF, Reed DR, Wang H. Lipopolysaccharide increases bitter taste sensitivity via epigenetic changes in Tas2r gene clusters. iScience 2023; 26:106920. [PMID: 37283808 PMCID: PMC10239704 DOI: 10.1016/j.isci.2023.106920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 02/27/2023] [Accepted: 05/15/2023] [Indexed: 06/08/2023] Open
Abstract
T2R bitter receptors, encoded by Tas2r genes, are not only critical for bitter taste signal transduction but also important for defense against bacteria and parasites. However, little is known about whether and how Tas2r gene expression are regulated. Here, we show that in an inflammation model mimicking bacterial infection using lipopolysaccharide, the expression of many Tas2rs was significantly upregulated and mice displayed markedly increased neural and behavioral responses to bitter compounds. Using single-cell assays for transposase-accessible chromatin with sequencing (scATAC-seq), we found that the chromatin accessibility of Tas2rs was highly celltype specific and lipopolysaccharide increased the accessibility of many Tas2rs. scATAC-seq also revealed substantial chromatin remodeling in immune response genes in taste tissue stem cells, suggesting potential long-lasting effects. Together, our results suggest an epigenetic mechanism connecting inflammation, Tas2r gene regulation, and altered bitter taste, which may explain heightened bitter taste that can occur with infections and cancer treatments.
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Affiliation(s)
- Cailu Lin
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Masafumi Jyotaki
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - John Quinlan
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Shan Feng
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Minliang Zhou
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Peihua Jiang
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Ichiro Matsumoto
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Liquan Huang
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
- Institute of Cellular and Developmental Biology, College of Life Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Yuzo Ninomiya
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
- Division of Sensory Physiology, Research and Development Center for Five-Sense Device, Kyushu University, Fukuoka, Japan
- Okayama University, Okayama, Japan
- Oral Science Research Center, Tokyo Dental College, Tokyo, Japan
| | | | - Danielle R. Reed
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
| | - Hong Wang
- Monell Chemical Senses Center, 3500 Market St., Philadelphia, PA 19104, USA
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13
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Hunter SR, Lin C, Hannum ME, Bell K, Huang A, Joseph PV, Parma V, Dalton PH, Reed DR. Low to moderate genetic influences on the rapid smell test SCENTinel ™. medRxiv 2023:2023.05.14.23289965. [PMID: 37293001 PMCID: PMC10246041 DOI: 10.1101/2023.05.14.23289965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
SCENTinel™ - a rapid, inexpensive smell test that measures odor detection, intensity, identification, and pleasantness - was developed for population-wide screening of smell function. SCENTinel™ was previously found to screen for multiple types of smell disorders. However, the effect of genetic variability on SCENTinel™ test performance is unknown, which could affect the test's validity. This study assessed performance of SCENTinel™ in a large group of individuals with a normal sense of smell to determine the test-retest reliability and the heritability of SCENTinel™ test performance. One thousand participants (36 [IQR 26-52] years old, 72% female, 80% white) completed a SCENTinel™ test at the 2021 and 2022 Twins Days Festivals in Twinsburg, OH, and 118 of those completed a SCENTinel™ test on each of the festival's two days. Participants comprised 55% percent monozygotic twins, 13% dizygotic twins, 0.4% triplets, and 36% singletons. We found that 97% of participants passed the SCENTinel™ test. Test-retest reliability ranged from 0.57 to 0.71 for SCENTinel™ subtests. Broad-sense heritability, based on 246 monozygotic and 62 dizygotic twin dyads, was low for odor intensity (r=0.03) and moderate for odor pleasantness (r=0.4). Together, this study suggests that SCENTinel™ is a reliable smell test with only moderate heritability effects, which further supports its utility for population-wide screening for smell function.
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Affiliation(s)
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | | | - Katherine Bell
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Amy Huang
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Paule V. Joseph
- National Institute of Alcohol Abuse and Alcoholism, Section of Sensory Science and Metabolism & National Institute of Nursing Research, Bethesda, MD, United States of America
| | - Valentina Parma
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Pamela H. Dalton
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Danielle R. Reed
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
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14
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Douglas JE, Lin C, Mansfield CJ, Bell K, Salmon MK, Kohanski MA, Adappa ND, Palmer JN, Bosso JV, Reed DR, Cohen NA. Genetics of denatonium-responsive bitter receptors in aspirin-exacerbated respiratory disease. Int Forum Allergy Rhinol 2023; 13:269-272. [PMID: 36005386 PMCID: PMC9957822 DOI: 10.1002/alr.23077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/25/2022] [Accepted: 08/15/2022] [Indexed: 11/10/2022]
Affiliation(s)
- Jennifer E Douglas
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | | | - Katherine Bell
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Mandy K Salmon
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Michael A Kohanski
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Nithin D Adappa
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - James N Palmer
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - John V Bosso
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head & Neck Surgery, Perelman School of Medicine, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
- Michael J. Crescenz Veterans Affairs Medical Center Surgical Service, Philadelphia, Pennsylvania, USA
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15
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Lin C, Jyotaki M, Quinlan J, Feng S, Zhou M, Jiang P, Matsumoto I, Huang L, Ninomiya Y, Margolskee RF, Reed DR, Wang H. Inflammation induces bitter taste oversensitization via epigenetic changes in Tas2r gene clusters. bioRxiv 2023:2023.02.08.527520. [PMID: 36798225 PMCID: PMC9934667 DOI: 10.1101/2023.02.08.527520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
T2R bitter receptors, encoded by Tas2r genes, are not only critical for bitter taste signal transduction but also important for defense against bacteria and parasites. However, little is known about whether and how Tas2r gene expression are regulated. Here we show that, in an inflammation model mimicking bacterial infection, the expression of many Tas2rs are significantly up-regulated and mice displayed markedly increased neural and behavioral responses to bitter compounds. Using single-cell assays for transposase-accessible chromatin with sequencing (scATAC-seq), we found that the chromatin accessibility of Tas2rs was highly cell type specific and inflammation increased the accessibility of many Tas2rs . scATAC-seq also revealed substantial chromatin remodeling in immune response genes in taste tissue stem cells, suggesting potential long-term effects. Together, our results suggest an epigenetic mechanism connecting inflammation, Tas2r gene regulation, and altered bitter taste, which may explain heightened bitter taste that can occur with infections and cancer treatments.
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16
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Hannum ME, Koch RJ, Ramirez VA, Marks SS, Toskala AK, Herriman RD, Lin C, Joseph PV, Reed DR. Taste loss as a distinct symptom of COVID-19: a systematic review and meta-analysis. Chem Senses 2023; 48:bjad043. [PMID: 38100383 DOI: 10.1093/chemse/bjad043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2023] Open
Abstract
Chemosensory scientists have been skeptical that reports of COVID-19 taste loss are genuine, in part because before COVID-19 taste loss was rare and often confused with smell loss. Therefore, to establish the predicted prevalence rate of taste loss in COVID-19 patients, we conducted a systematic review and meta-analysis of 376 papers published in 2020-2021, with 235 meeting all inclusion criteria. Drawing on previous studies and guided by early meta-analyses, we explored how methodological differences (direct vs. self-report measures) may affect these estimates. We hypothesized that direct measures of taste are at least as sensitive as those obtained by self-report and that the preponderance of evidence confirms taste loss is a symptom of COVID-19. The meta-analysis showed that, among 138,015 COVID-19-positive patients, 36.62% reported taste dysfunction (95% confidence interval: 33.02%-40.39%), and the prevalence estimates were slightly but not significantly higher from studies using direct (n = 15) versus self-report (n = 220) methodologies (Q = 1.73, df = 1, P = 0.1889). Generally, males reported lower rates of taste loss than did females, and taste loss was highest among middle-aged adults. Thus, taste loss is likely a bona fide symptom of COVID-19, meriting further research into the most appropriate direct methods to measure it and its underlying mechanisms.
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Affiliation(s)
- Mackenzie E Hannum
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Riley J Koch
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Vicente A Ramirez
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
- Department of Public Health, University of California Merced, Merced, CA 95348, USA
| | - Sarah S Marks
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Aurora K Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Riley D Herriman
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA
- Division of Intramural Research, National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
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17
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Hannum ME, Koch RJ, Ramirez VA, Marks SS, Toskala AK, Herriman RD, Lin C, Joseph PV, Reed DR. Reply: taste loss as a distinct symptom of COVID-19: a systematic review and meta-analysis. Chem Senses 2023; 48:bjad012. [PMID: 37503715 PMCID: PMC10653024 DOI: 10.1093/chemse/bjad012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/29/2023] Open
Affiliation(s)
- Mackenzie E Hannum
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Riley J Koch
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Vicente A Ramirez
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
- Department of Public Health, University of California Merced, Merced, CA 95348, United States
| | - Sarah S Marks
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Aurora K Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Riley D Herriman
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States
- Division of Intramural Research, National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, United States
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, United States
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18
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Hunter SR, Hannum ME, Pellegrino R, O’Leary MA, Rawson NE, Reed DR, Dalton PH, Parma V. Proof-of-concept: SCENTinel 1.1 rapidly discriminates COVID-19-related olfactory disorders. Chem Senses 2023; 48:bjad002. [PMID: 36796784 PMCID: PMC9935080 DOI: 10.1093/chemse/bjad002] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023] Open
Abstract
It is estimated that 20%-67% of those with COVID-19 develop olfactory disorders, depending on the SARS-CoV-2 variant. However, there is an absence of quick, population-wide olfactory tests to screen for olfactory disorders. The purpose of this study was to provide a proof-of-concept that SCENTinel 1.1, a rapid, inexpensive, population-wide olfactory test, can discriminate between anosmia (total smell loss), hyposmia (reduced sense of smell), parosmia (distorted odor perception), and phantosmia (odor sensation without a source). Participants were mailed a SCENTinel 1.1 test, which measures odor detection, intensity, identification, and pleasantness, using one of 4 possible odors. Those who completed the test (N = 287) were divided into groups based on their self-reported olfactory function: quantitative olfactory disorder only (anosmia or hyposmia, N = 135), qualitative olfactory disorder only (parosmia and/or phantosmia; N = 86), and normosmia (normal sense of smell; N = 66). SCENTinel 1.1 accurately discriminates quantitative olfactory disorders, qualitative olfactory disorders, and normosmia groups. When olfactory disorders were assessed individually, SCENTinel 1.1 discriminates between hyposmia, parosmia, and anosmia. Participants with parosmia rated common odors less pleasant than those without parosmia. We provide proof-of-concept that SCENTinel 1.1, a rapid smell test, can discriminate quantitative and qualitative olfactory disorders, and is the only direct test to rapidly discriminate parosmia.
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Affiliation(s)
| | | | | | | | - Nancy E Rawson
- Monell Chemical Senses Center, Philadelphia, PA, United States
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, PA, United States
| | - Pamela H Dalton
- Monell Chemical Senses Center, Philadelphia, PA, United States
| | - Valentina Parma
- Monell Chemical Senses Center, Philadelphia, PA, United States
- Department of Psychology, Temple University, Philadelphia, PA, United States
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19
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Hunter SR, Hannum ME, Pellegrino R, O’Leary MA, Rawson NE, Reed DR, Dalton PH, Parma V. Proof-of-concept: SCENTinel 1.1 rapidly discriminates COVID-19 related olfactory disorders. medRxiv 2022:2022.03.23.22272807. [PMID: 35350197 PMCID: PMC8963695 DOI: 10.1101/2022.03.23.22272807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
It is estimated that 20-67% of those with COVID-19 develop olfactory disorders, depending on the SARS-CoV-2 variant. However, there is an absence of quick, population-wide olfactory tests to screen for olfactory disorders. The purpose of this study was to provide a proof-of-concept that SCENTinel 1.1, a rapid, inexpensive, population-wide olfactory test, can discriminate between anosmia (total smell loss), hyposmia (reduced sense of smell), parosmia (distorted odor perception), and phantosmia (odor sensation without a source). Participants were mailed a SCENTinel 1.1 test, which measures odor detection, intensity, identification, and pleasantness, using one of four possible odors. Those who completed the test (N = 381) were divided into groups based on their self-reported olfactory function: quantitative olfactory disorder (anosmia or hyposmia, N = 135), qualitative olfactory disorder (parosmia and/or phantosmia; N = 86), and normosmia (normal sense of smell; N = 66). SCENTinel 1.1 accurately discriminates quantitative olfactory disorders, qualitative olfactory disorders, and normosmia groups. When olfactory disorders were assessed individually, SCENTinel 1.1 discriminates between hyposmia, parosmia and anosmia. Participants with parosmia rated common odors less pleasant than those without parosmia. We provide proof-of-concept that SCENTinel 1.1, a rapid smell test, can discriminate quantitative and qualitative olfactory disorders, and is the only direct test to rapidly discriminate parosmia.
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Affiliation(s)
| | | | | | | | | | | | | | - Valentina Parma
- Monell Chemical Senses Center, Philadelphia, PA
- Department of Psychology, Temple University, Philadelphia, PA
- Correspondence: Valentina Parma, PhD, Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA 19143,
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20
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Weir EM, Hannum ME, Reed DR, Joseph PV, Munger SD, Hayes JE, Gerkin RC. The Adaptive Olfactory Measure of Threshold (ArOMa-T): A rapid test of olfactory function. medRxiv 2022:2022.03.08.22272086. [PMID: 35313597 PMCID: PMC8936104 DOI: 10.1101/2022.03.08.22272086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
PURPOSE Many widely-used psychophysical tests of olfaction have limitations that can create barriers to adoption outside research settings. For example, tests that measure the ability to identify odors may confound sensory performance with memory recall, verbal ability, and past experience with the odor. Conversely, threshold-based tests typically avoid these issues, but are labor intensive. Additionally, many commercially available olfactory tests are slow and may require a trained administrator, making them impractical for use in a short wellness visit or other broad clinical assessment. METHODS We tested the performance of the Adaptive Olfactory Measure of Threshold (ArOMa-T) -- a novel odor detection threshold test that employs an adaptive Bayesian algorithm paired with a disposable odor-delivery card -- in a non-clinical sample of individuals (n=534) at the 2021 Twins Day Festival in Twinsburg, OH. RESULTS Participants successfully completed the test in under 3 min with a false alarm rate of 9.6% and a test-retest reliability of 0.61. Odor detection thresholds differed by sex (~3.2-fold) and between the youngest and oldest age groups (~8.7-fold), consistent with prior work. In an exploratory analysis, we failed to observe evidence of detection threshold differences between participants who reported a history of COVID-19 and matched controls who did not. We also found evidence for broad-sense heritability of odor detection thresholds. CONCLUSION Together, these data indicate the ArOMa-T can determine odor detection thresholds. The ArOMa-T may be particularly valuable in clinical or field settings where rapid and portable assessment of olfactory function is needed.
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Affiliation(s)
- Elisabeth M. Weir
- Sensory Evaluation Center, The Pennsylvania State University, University Park PA 16802
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park PA 16802
| | | | | | - Paule V. Joseph
- Division of Intramural Clinical and Biological Research (DICBR), National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda MD, 20892
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda MD, 20892
| | - Steven D. Munger
- Department of Pharmacology and Therapeutics, University of Florida, Gainesville FL, 32610
- Department of Otolaryngology, College of Medicine, University of Florida, Gainesville FL, 32610
- Center for Smell and Taste, University of Florida, Gainesville FL, 32610
| | - John E. Hayes
- Sensory Evaluation Center, The Pennsylvania State University, University Park PA 16802
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park PA 16802
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21
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Arnold MC, Poonia S, Colquitt L, Lin C, Civantos A, Kohanski M, Adappa ND, Palmer JN, Reed DR, Cohen NA. Association between the HLA-DQA1 rs1391371 risk allele and chronic rhinosinusitis. Int Forum Allergy Rhinol 2022; 12:1075-1077. [PMID: 34990088 PMCID: PMC9256855 DOI: 10.1002/alr.22960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/21/2021] [Accepted: 12/27/2021] [Indexed: 11/10/2022]
Affiliation(s)
- Monique C Arnold
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | - Seerat Poonia
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | | | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Alyssa Civantos
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Kohanski
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | - Nithin D Adappa
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | - James N Palmer
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | | | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA.,Monell Chemical Senses Center, Philadelphia, PA, USA.,Michael J. Crescenz Veterans Affairs (VA) Medical Center, Philadelphia, PA, USA
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22
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Weir EM, Hannum ME, Reed DR, Joseph PV, Munger SD, Hayes JE, Gerkin RC. The Adaptive Olfactory Measure of Threshold (ArOMa-T): a rapid test of olfactory function. Chem Senses 2022; 47:bjac036. [PMID: 36469087 PMCID: PMC9798529 DOI: 10.1093/chemse/bjac036] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Indexed: 12/12/2022] Open
Abstract
Many widely used psychophysical olfactory tests have limitations that can create barriers to adoption. For example, tests that measure the ability to identify odors may confound sensory performance with memory recall, verbal ability, and prior experience with the odor. Conversely, classic threshold-based tests avoid these issues, but are labor intensive. Additionally, many commercially available tests are slow and may require a trained administrator, making them impractical for use in situations where time is at a premium or self-administration is required. We tested the performance of the Adaptive Olfactory Measure of Threshold (ArOMa-T)-a novel odor detection threshold test that employs an adaptive Bayesian algorithm paired with a disposable odorant delivery card-in a non-clinical sample of individuals (n = 534) at the 2021 Twins Day Festival in Twinsburg, OH. Participants successfully completed the test in under 3 min with a false alarm rate of 7.5% and a test-retest reliability of 0.61. Odor detection thresholds differed by sex (~3.2-fold lower for females) and age (~8.7-fold lower for the youngest versus the oldest age group), consistent with prior studies. In an exploratory analysis, we failed to observe evidence of detection threshold differences between participants who reported a history of COVID-19 and matched controls who did not. We also found evidence for broad-sense heritability of odor detection thresholds. Together, this study suggests the ArOMa-T can determine odor detection thresholds. Additional validation studies are needed to confirm the value of ArOMa-T in clinical or field settings where rapid and portable assessment of olfactory function is needed.
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Affiliation(s)
- Elisabeth M Weir
- Sensory Evaluation Center, College of Agricultural Sciences, The Pennsylvania State University, University Park, PA 16802, United States
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, PA 16802, United States
| | | | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, PA 19104, United States
| | - Paule V Joseph
- Division of Intramural Clinical and Biological Research (DICBR), National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD 20892, United States
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD 20892, United States
| | - Steven D Munger
- Department of Pharmacology and Therapeutics, College of Medicine, University of Florida, Gainesville, FL 32610, United States
- Department of Otolaryngology, College of Medicine, University of Florida, Gainesville, FL 32610, United States
- Center for Smell and Taste, University of Florida, Gainesville, FL 32610, United States
| | - John E Hayes
- Sensory Evaluation Center, College of Agricultural Sciences, The Pennsylvania State University, University Park, PA 16802, United States
- Department of Food Science, College of Agricultural Sciences, The Pennsylvania State University, University Park, PA 16802, United States
| | - Richard C Gerkin
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, United States
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23
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Hannum ME, Koch RJ, Ramirez VA, Marks SS, Toskala AK, Herriman RD, Lin C, Joseph PV, Reed DR. Taste loss as a distinct symptom of COVID-19: a systematic review and meta-analysis. Chem Senses 2022; 47:bjac001. [PMID: 35171979 PMCID: PMC8849313 DOI: 10.1093/chemse/bjac001] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Chemosensory scientists have been skeptical that reports of COVID-19 taste loss are genuine, in part because before COVID-19 taste loss was rare and often confused with smell loss. Therefore, to establish the predicted prevalence rate of taste loss in COVID-19 patients, we conducted a systematic review and meta-analysis of 376 papers published in 2020-2021, with 241 meeting all inclusion criteria. Drawing on previous studies and guided by early meta-analyses, we explored how methodological differences (direct vs. self-report measures) may affect these estimates. We hypothesized that direct measures of taste are at least as sensitive as those obtained by self-report and that the preponderance of evidence confirms taste loss is a symptom of COVID-19. The meta-analysis showed that, among 138,897 COVID-19-positive patients, 39.2% reported taste dysfunction (95% confidence interval: 35.34%-43.12%), and the prevalence estimates were slightly but not significantly higher from studies using direct (n = 18) versus self-report (n = 223) methodologies (Q = 0.57, df = 1, P = 0.45). Generally, males reported lower rates of taste loss than did females, and taste loss was highest among middle-aged adults. Thus, taste loss is likely a bona fide symptom of COVID-19, meriting further research into the most appropriate direct methods to measure it and its underlying mechanisms.
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Affiliation(s)
- Mackenzie E Hannum
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Riley J Koch
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Vicente A Ramirez
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
- Department of Public Health, University of California Merced, Merced, CA 95348, USA
| | - Sarah S Marks
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Aurora K Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Riley D Herriman
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA
- Division of Intramural Research, National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104, USA
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24
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Zack DE, Stern DA, Willis AL, Kim AS, Mansfield CJ, Reed DR, Brooks SG, Adappa ND, Palmer JN, Cohen NA, Chiu AG, Song BH, Le CH, Chang EH. The GSDMB rs7216389 SNP is associated with chronic rhinosinusitis in a multi-institutional cohort. Int Forum Allergy Rhinol 2021; 11:1647-1653. [PMID: 34076350 PMCID: PMC8636513 DOI: 10.1002/alr.22824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/23/2021] [Accepted: 05/05/2021] [Indexed: 11/11/2022]
Abstract
BACKGROUND Chronic rhinosinusitis (CRS) is a multifactorial disease with a high co-occurrence with asthma. In this multicohort study, we tested whether single nucleotide polymorphisms (SNPs) associated with childhood asthma and rhinovirus (RV)-associated disease are related to an increased susceptibility to adult CRS in a multicohort retrospective case-control study. METHODS Participants at two tertiary academic rhinology centers, University of Arizona (UofA) and University of Pennsylvania (UPenn) were recruited. Cases were defined as those with physician diagnosed CRS (UofA, n = 149; UPenn, n = 250), and healthy controls were those without CRS (UofA, n = 66; UPenn, n = 275). Genomic DNA was screened for the GSDMB rs7216389 SNP and CDHR3 rs6967330 SNP. Gene dosage, or the number of combined risk alleles in a single subject was calculated. Meta-analysis of the association between GSDMB or CDHR3 genotypes and CRS was performed and additive gene dosage effect for each population calculated using p for trend. RESULTS A meta-analysis revealed a combined increased risk for CRS in subjects with the GSDMB rs7216389 SNP (odds ratio [OR] 1.40; 95% confidence interval [CI], 1.16-1.76; p = 0.004). Both the UofA (OR 1.73; 95% CI, 1.23-2.43; p = 0.002) and UPenn (OR 1.27; 95% CI, 1.02-1.58; p = 0.035) populations showed a significant positive association between the number of combined risk alleles of GSDMB rs7216389 SNP and CDHR3 rs6967330 SNP and risk for CRS. CONCLUSION Carriers of the GSDMB rs7216389 SNP and CDHR3 rs6967330 SNP are at increased susceptibility for CRS. These data suggest that therapeutic approaches to target aberrant responses to RV infection may play a role in the treatment of unified airway disease.
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Affiliation(s)
- Dana E Zack
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
| | - Debra A Stern
- Asthma and Airway Disease Research Center, University of Arizona, Tucson, Arizona, USA
| | - Amanda L Willis
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
| | - Alexander S Kim
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
| | - Corinne J Mansfield
- Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Steven G Brooks
- Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nithin D Adappa
- Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - James N Palmer
- Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Alexander G Chiu
- Department of Otolaryngology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Brian H Song
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
| | - Chris H Le
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
| | - Eugene H Chang
- Department of Otolaryngology, University of Arizona, Tucson, Arizona, USA
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25
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Hannum ME, Koch RJ, Ramirez VA, Marks SS, Toskala AK, Herriman RD, Lin C, Joseph PV, Reed DR. Taste loss as a distinct symptom of COVID-19: A systematic review and meta-analysis. medRxiv 2021:2021.10.09.21264771. [PMID: 34671775 PMCID: PMC8528083 DOI: 10.1101/2021.10.09.21264771] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Chemosensory scientists have been skeptical that reports of COVID-19 taste loss are genuine, in part because before COVID-19, taste loss was rare and often confused with smell loss. Therefore, to establish the predicted prevalence rate of taste loss in COVID-19 patients, we conducted a systematic review and meta-analysis of 376 papers published in 2020-2021, with 241 meeting all inclusion criteria. Additionally, we explored how methodological differences (direct vs. self-report measures) may affect these estimates. We hypothesized that direct prevalence measures of taste loss would be the most valid because they avoid the taste/smell confusion of self-report. The meta-analysis showed that, among 138,897 COVID-19-positive patients, 39.2% reported taste dysfunction (95% CI: 35.34-43.12%), and the prevalence estimates were slightly but not significantly higher from studies using direct (n = 18) versus self-report (n = 223) methodologies (Q = 0.57, df = 1, p = 0.45). Generally, males reported lower rates of taste loss than did females and taste loss was highest in middle-aged groups. Thus, taste loss is a bona fide symptom COVID-19, meriting further research into the most appropriate direct methods to measure it and its underlying mechanisms.
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Affiliation(s)
| | - Riley J Koch
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Vicente A Ramirez
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
- Department of Public Health, University of California Merced, Merced, CA 95348
| | - Sarah S Marks
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Aurora K Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Riley D Herriman
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA
- Division of Intramural Research, National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
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26
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Hannum ME, Lin C, Bell K, Toskala A, Koch R, Galaniha T, Nolden A, Reed DR, Joseph P. The genetics of eating behaviors: research in the age of COVID-19. bioRxiv 2021:2021.09.03.458854. [PMID: 34518838 DOI: 10.1101/2021.04.03.438340] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
How much pleasure we take in eating is more than just how much we enjoy the taste of food. Food involvement - the amount of time we spend on food beyond the immediate act of eating and tasting - is key to the human food experience. We took a biological approach to test whether food-related behaviors, together capturing food involvement, have genetic components and are partly due to inherited variation. We collected data via an internet survey from a genetically informative sample of 419 adult twins (114 monozygotic twin pairs, 31 dizygotic twin pairs, and 129 singletons). Because we conducted this research during the pandemic, we also ascertained how many participants had experienced COVID-19-associated loss of taste and smell. Since these respondents had previously participated in research in person, we measured their level of engagement to evaluate the quality of their online responses. Additive genetics explained 16-44% of the variation in some measures of food involvement, most prominently various aspects of cooking, suggesting some features of the human food experience may be inborn. Other features reflected shared (early) environment, captured by respondents' twin status. About 6% of participants had a history of COVID-19 infection, many with transitory taste and smell loss, but all but one had recovered before the survey. Overall, these results suggest that people may have inborn as well as learned variations in their involvement with food. We also learned to adapt to research during a pandemic by considering COVID-19 status and measuring engagement in online studies of human eating behavior.
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27
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Hannum ME, Lin C, Bell K, Toskala A, Koch R, Galaniha T, Nolden A, Reed DR, Joseph P. The genetics of eating behaviors: research in the age of COVID-19. bioRxiv 2021:2021.09.03.458854. [PMID: 34518838 PMCID: PMC8437311 DOI: 10.1101/2021.09.03.458854] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
How much pleasure we take in eating is more than just how much we enjoy the taste of food. Food involvement - the amount of time we spend on food beyond the immediate act of eating and tasting - is key to the human food experience. We took a biological approach to test whether food-related behaviors, together capturing food involvement, have genetic components and are partly due to inherited variation. We collected data via an internet survey from a genetically informative sample of 419 adult twins (114 monozygotic twin pairs, 31 dizygotic twin pairs, and 129 singletons). Because we conducted this research during the pandemic, we also ascertained how many participants had experienced COVID-19-associated loss of taste and smell. Since these respondents had previously participated in research in person, we measured their level of engagement to evaluate the quality of their online responses. Additive genetics explained 16-44% of the variation in some measures of food involvement, most prominently various aspects of cooking, suggesting some features of the human food experience may be inborn. Other features reflected shared (early) environment, captured by respondents' twin status. About 6% of participants had a history of COVID-19 infection, many with transitory taste and smell loss, but all but one had recovered before the survey. Overall, these results suggest that people may have inborn as well as learned variations in their involvement with food. We also learned to adapt to research during a pandemic by considering COVID-19 status and measuring engagement in online studies of human eating behavior.
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Affiliation(s)
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia, PA, USA
| | - Katherine Bell
- Monell Chemical Senses Center, 3500 Market St, Philadelphia, PA, USA
| | - Aurora Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia, PA, USA
| | - Riley Koch
- Monell Chemical Senses Center, 3500 Market St, Philadelphia, PA, USA
| | - Tharaka Galaniha
- Department of Food Science, University of Massachusetts, Amherst, MA, USA
| | - Alissa Nolden
- Department of Food Science, University of Massachusetts, Amherst, MA, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia, PA, USA
| | - Paule Joseph
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA
- National Institute of Nursing Research, Bethesda, MD, USA
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28
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Lin C, Inoue M, Li X, Bosak NP, Ishiwatari Y, Tordoff MG, Beauchamp GK, Bachmanov AA, Reed DR. Genetics of mouse behavioral and peripheral neural responses to sucrose. Mamm Genome 2021; 32:51-69. [PMID: 33713179 DOI: 10.1007/s00335-021-09858-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 02/08/2021] [Indexed: 01/04/2023]
Abstract
Mice of the C57BL/6ByJ (B6) strain have higher consumption of sucrose, and stronger peripheral neural responses to it, than do mice of the 129P3/J (129) strain. To identify quantitative trait loci (QTLs) responsible for this strain difference and to evaluate the contribution of peripheral taste responsiveness to individual differences in sucrose intake, we produced an intercross (F2) of 627 mice, measured their sucrose consumption in two-bottle choice tests, recorded the electrophysiological activity of the chorda tympani nerve elicited by sucrose in a subset of F2 mice, and genotyped the mice with DNA markers distributed in every mouse chromosome. We confirmed a sucrose consumption QTL (Scon2, or Sac) on mouse chromosome (Chr) 4, harboring the Tas1r3 gene, which encodes the sweet taste receptor subunit TAS1R3 and affects both behavioral and neural responses to sucrose. For sucrose consumption, we also detected five new main-effect QTLs, Scon6 (Chr2), Scon7 (Chr5), Scon8 (Chr8), Scon3 (Chr9), and Scon9 (Chr15), and an epistatically interacting QTL pair Scon4 (Chr1) and Scon3 (Chr9). No additional QTLs for the taste nerve responses to sucrose were detected besides Scon2 (Tas1r3) on Chr4. Identification of the causal genes and variants for these sucrose consumption QTLs may point to novel mechanisms beyond peripheral taste sensitivity that could be harnessed to control obesity and diabetes.
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Affiliation(s)
- Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Masashi Inoue
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Laboratory of Cellular Neurobiology, School of Life Science, Tokyo University of Pharmacy and Life Science, Hachioji, Tokyo, Japan
| | - Xia Li
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Sonora Quest Laboratories, Phoenix, AZ, USA
| | | | - Yutaka Ishiwatari
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Ajinomoto Co., Inc., Tokyo, Japan
| | | | | | - Alexander A Bachmanov
- Monell Chemical Senses Center, Philadelphia, PA, USA. .,GlaxoSmithKline, Collegeville, PA, USA.
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29
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Lin C, Tordoff MG, Li X, Bosak NP, Inoue M, Ishiwatari Y, Chen L, Beauchamp GK, Bachmanov AA, Reed DR. Genetic controls of Tas1r3-independent sucrose consumption in mice. Mamm Genome 2021; 32:70-93. [PMID: 33710367 DOI: 10.1007/s00335-021-09860-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 02/11/2021] [Indexed: 10/21/2022]
Abstract
We have previously used crosses between C57BL/6ByJ (B6) and 129P3/J (129) inbred strains to map a quantitative trait locus (QTL) on mouse chromosome (Chr) 4 that affects behavioral and neural responses to sucrose. We have named it the sucrose consumption QTL 2 (Scon2), and shown that it corresponds to the Tas1r3 gene, which encodes a sweet taste receptor subunit TAS1R3. To discover other sucrose consumption QTLs, we have intercrossed B6 inbred and 129.B6-Tas1r3 congenic mice to produce F2 hybrids, in which Scon2 (Tas1r3) does not segregate, and hence does not contribute to phenotypical variation. Chromosome mapping using this F2 intercross identified two main-effect QTLs, Scon3 (Chr9) and Scon10 (Chr14), and an epistatically interacting QTL pair Scon3 (Chr9)-Scon4 (Chr1). Using serial backcrosses, congenic and consomic strains, we conducted high-resolution mapping of Scon3 and Scon4 and analyzed their epistatic interactions. We used mice with different Scon3 or Scon4 genotypes to understand whether these two QTLs influence sucrose intake via gustatory or postoral mechanisms. These studies found no evidence for involvement of the taste mechanisms, but suggested involvement of energy metabolism. Mice with the B6 Scon4 genotype drank less sucrose in two-bottle tests, and also had a higher respiratory exchange ratio and lower energy expenditure under basal conditions (when they had only chow and water available). Our results provide evidence that Scon3 and Scon4 influence mouse-to-mouse variation in sucrose intake and that both likely act through a common postoral mechanism.
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Affiliation(s)
- Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | | | - Xia Li
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Sonora Quest Laboratories, Phoenix, AZ, USA
| | | | - Masashi Inoue
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Laboratory of Cellular Neurobiology, School of Life Science, Tokyo University of Pharmacy and Life Science, Hachioji, Tokyo, Japan
| | - Yutaka Ishiwatari
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Ajinomoto Co. Inc, Tokyo, Japan
| | - Longhui Chen
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Tannbach Capital, Hong Kong, China
| | | | - Alexander A Bachmanov
- Monell Chemical Senses Center, Philadelphia, PA, USA.,GlaxoSmithKline, Collegeville, PA, USA
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30
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Kaufman AC, Colquitt L, Ruckenstein MJ, Bigelow DC, Eliades SJ, Xiong G, Lin C, Reed DR, Cohen NA. Bitter Taste Receptors and Chronic Otitis Media. Otolaryngol Head Neck Surg 2021; 165:290-299. [PMID: 33433247 DOI: 10.1177/0194599820984788] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To evaluate the presence of bitter taste receptors (T2Rs) in the middle ear and to examine their relationship with chronic ear infections. STUDY DESIGN Cross-sectional study. SETTING Tertiary care hospital. METHODS This study enrolled 84 patients being evaluated for otologic surgery: 40 for chronic otitis media (COM) and 44 for other surgical procedures (controls). We collected a small piece of mucosa from 14 patients for mRNA analysis and from 23 patients for immunohistochemistry. A total of 55 patients underwent a double-blind taste test to gauge sensitivity to phenylthiocarbamide, denatonium, quinine, sucrose, and sodium chloride; 47 patients gave a salivary sample for single-nucleotide polymorphism analysis of rs1376251 (TAS2R50) and rs1726866 (TAS2R38). RESULTS Bitter taste receptors were found in all samples, but the repertoire varied among patients. T2R50 was the most consistently identified receptor by mRNA analysis. Its rs1376251 allele was related to susceptibility to COM but not the expression pattern of T2R50. Ratings of bitterness intensity of phenylthiocarbamide, a ligand for T2R38, differed significantly between the COM and control groups. CONCLUSION T2Rs were found within the middle ear of every patient sampled; the rs1376251 allele of TAS2R50 appears to be related to chronic ear infections. These receptors are an intriguing target for future research and possible drug targeting.
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Affiliation(s)
- Adam C Kaufman
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Lauren Colquitt
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Michael J Ruckenstein
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Douglas C Bigelow
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Steven J Eliades
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Guoxiang Xiong
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA.,Monell Chemical Senses Center, Philadelphia, Pennsylvania, USA.,Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
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31
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Reed DR, Alhadeff AL, Beauchamp GK, Chaudhari N, Duffy VB, Dus M, Fontanini A, Glendinning JI, Green BG, Joseph PV, Kyriazis GA, Lyte M, Maruvada P, McGann JP, McLaughlin JT, Moran TH, Murphy C, Noble EE, Pepino MY, Pluznick JL, Rother KI, Saez E, Spector AC, Sternini C, Mattes RD. NIH Workshop Report: sensory nutrition and disease. Am J Clin Nutr 2021; 113:232-245. [PMID: 33300030 PMCID: PMC7779223 DOI: 10.1093/ajcn/nqaa302] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 09/30/2020] [Indexed: 12/13/2022] Open
Abstract
In November 2019, the NIH held the "Sensory Nutrition and Disease" workshop to challenge multidisciplinary researchers working at the interface of sensory science, food science, psychology, neuroscience, nutrition, and health sciences to explore how chemosensation influences dietary choice and health. This report summarizes deliberations of the workshop, as well as follow-up discussion in the wake of the current pandemic. Three topics were addressed: A) the need to optimize human chemosensory testing and assessment, B) the plasticity of chemosensory systems, and C) the interplay of chemosensory signals, cognitive signals, dietary intake, and metabolism. Several ways to advance sensory nutrition research emerged from the workshop: 1) refining methods to measure chemosensation in large cohort studies and validating measures that reflect perception of complex chemosensations relevant to dietary choice; 2) characterizing interindividual differences in chemosensory function and how they affect ingestive behaviors, health, and disease risk; 3) defining circuit-level organization and function that link and interact with gustatory, olfactory, homeostatic, visceral, and cognitive systems; and 4) discovering new ligands for chemosensory receptors (e.g., those produced by the microbiome) and cataloging cell types expressing these receptors. Several of these priorities were made more urgent by the current pandemic because infection with sudden acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the ensuing coronavirus disease of 2019 has direct short- and perhaps long-term effects on flavor perception. There is increasing evidence of functional interactions between the chemosensory and nutritional sciences. Better characterization of this interface is expected to yield insights to promote health, mitigate disease risk, and guide nutrition policy.
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Affiliation(s)
| | - Amber L Alhadeff
- Monell Chemical Senses Center, Philadelphia, PA, USA
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Nirupa Chaudhari
- Department of Physiology and Biophysics, University of Miami Miller School of Medicine, Miami, FL, USA
- Department of Otolaryngology, University of Miami Miller School of Medicine, Miami, FL, USA
- Program in Neurosciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Valerie B Duffy
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, USA
| | - Monica Dus
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Alfredo Fontanini
- Department of Neurobiology and Behavior, Stony Brook University, Stony Brook, NY, USA
| | - John I Glendinning
- Department of Biology, Barnard College, Columbia University, New York, NY, USA
- Department of Neuroscience and Behavior, Barnard College, Columbia University, New York, NY, USA
| | - Barry G Green
- The John B Pierce Laboratory, New Haven, CT, USA
- Department of Surgery (Otolaryngology), Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Paule V Joseph
- National Institute of Alcohol Abuse and Alcoholism, NIH, Bethesda, MD, USA
- National Institute of Nursing, NIH, Bethesda, MD, USA
| | - George A Kyriazis
- Department of Biological Chemistry and Pharmacology, College of Medicine, The Ohio State University, Columbus, OH, USA
| | - Mark Lyte
- Interdepartmental Microbiology Graduate Program, Iowa State University, Ames, IA, USA
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, IA, USA
| | - Padma Maruvada
- National Institute of Diabetes and Digestive and Kidney Diseases, NIH, Bethesda, MD, USA
| | - John P McGann
- Behavioral and Systems Neuroscience, Department of Psychology, Rutgers University, Piscataway, NJ, USA
| | - John T McLaughlin
- Division of Diabetes, Endocrinology, & Gastroenterology, School of Medical Sciences, Faculty of Biology, Medicine, and Health, The University of Manchester, Manchester, United Kingdom
- Department of Gastroenterology, Salford Royal NHS Foundation Trust, Salford, United Kingdom
| | - Timothy H Moran
- Department of Psychiatry & Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Claire Murphy
- Department of Psychology, San Diego State University, San Diego, CA, USA
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Emily E Noble
- Department of Foods and Nutrition, University of Georgia, Athens, GA, USA
| | - M Yanina Pepino
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jennifer L Pluznick
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristina I Rother
- Intramural Research Program, National Institute of Diabetes and Digestive and Kidney Diseases, NIH, Bethesda, MD, USA
| | - Enrique Saez
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | - Alan C Spector
- Department of Psychology, Florida State University, Tallahassee, FL, USA
- Program in Neuroscience, Florida State University, Tallahassee, FL, USA
| | - Catia Sternini
- Digestive Disease Division, Departments of Medicine and Neurobiology, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
| | - Richard D Mattes
- Department of Nutrition Science, Purdue University, West Lafayette, IN, USA
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32
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Parma V, Ohla K, Veldhuizen MG, Niv MY, Kelly CE, Bakke AJ, Cooper KW, Bouysset C, Pirastu N, Dibattista M, Kaur R, Liuzza MT, Pepino MY, Schöpf V, Pereda-Loth V, Olsson SB, Gerkin RC, Rohlfs Domínguez P, Albayay J, Farruggia MC, Bhutani S, Fjaeldstad AW, Kumar R, Menini A, Bensafi M, Sandell M, Konstantinidis I, Di Pizio A, Genovese F, Öztürk L, Thomas-Danguin T, Frasnelli J, Boesveldt S, Saatci Ö, Saraiva LR, Lin C, Golebiowski J, Hwang LD, Ozdener MH, Guàrdia MD, Laudamiel C, Ritchie M, Havlícek J, Pierron D, Roura E, Navarro M, Nolden AA, Lim J, Whitcroft KL, Colquitt LR, Ferdenzi C, Brindha EV, Altundag A, Macchi A, Nunez-Parra A, Patel ZM, Fiorucci S, Philpott CM, Smith BC, Lundström JN, Mucignat C, Parker JK, van den Brink M, Schmuker M, Fischmeister FPS, Heinbockel T, Shields VDC, Faraji F, Santamaría E, Fredborg WEA, Morini G, Olofsson JK, Jalessi M, Karni N, D'Errico A, Alizadeh R, Pellegrino R, Meyer P, Huart C, Chen B, Soler GM, Alwashahi MK, Welge-Lüssen A, Freiherr J, de Groot JHB, Klein H, Okamoto M, Singh PB, Hsieh JW, Reed DR, Hummel T, Munger SD, Hayes JE. Corrigendum to: More Than Smell-COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis. Chem Senses 2021; 46:6457126. [PMID: 34879393 PMCID: PMC8689756 DOI: 10.1093/chemse/bjab050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Valentina Parma
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Kathrin Ohla
- Institute of Neuroscience and Medicine (INM-3), Research Center Jülich, Wilhelm-Johnen-Straße, Jülich, Germany
| | - Maria G Veldhuizen
- Department of Anatomy, Faculty of Medicine, Mersin University, Çiftlikköy Campus, Yenişehir, Mersin, Turkey
| | - Masha Y Niv
- Institute of Biochemistry, Food Science and Nutrition, The Hebrew University of Jerusalem, Rehovot, Israel
| | | | - Alyssa J Bakke
- Department of Food Science, The Pennsylvania State University, Erickson Food Science Building, University Park, PA, USA
| | - Keiland W Cooper
- Center for the Neurobiology of Learning and Memory, University of California and Qureshey Research Laboratory, Irvine, CA, USA
| | - Cédric Bouysset
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Nicola Pirastu
- Centre for Global Health Research, Usher Institute, The University of Edinburgh, Old Medical School, Teviot Place, Edinburgh, UK
| | - Michele Dibattista
- Department of Basic Medical Sciences, Neuroscience and Sensory Organs, Università degli Studi di Bari A. Moro, P.zza G. Cesare, Bari, Italy
| | - Rishemjit Kaur
- CSIR-Central Scientific Instruments Organisation, Chandigarh, India
| | - Marco Tullio Liuzza
- Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro, Viale Europa (Loc. Germaneto), Catanzaro, Italy
| | - Marta Y Pepino
- Department of Food Science and Human Nutrition and Division of Nutritional Sciences, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Veronika Schöpf
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Währinger Gürtel, Vienna, Austria
| | - Veronica Pereda-Loth
- Laboratoire d'Anthropologie Moléculaire et Imagerie de Synthese, UMR 5288 CNRS, Universitéde Toulouse, Toulouse, France
| | - Shannon B Olsson
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, GKVK Campus, Bengaluru, India
| | - Richard C Gerkin
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Paloma Rohlfs Domínguez
- Department of Psychology and Anthropology, University of Extremadura, Avenida de la Universidad, s/n, Cáceres, Spain
| | - Javier Albayay
- Department of General Psychology, University of Padova, Via Venezia, Padova, Italy
| | - Michael C Farruggia
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Surabhi Bhutani
- School of Exercise and Nutritional Sciences, 5500 Campanile Drive, San Diego State University, San Diego, CA, USA
| | - Alexander W Fjaeldstad
- Flavour Clinic, Department of Otorhinolaryngology, Regional Hospital West Jutland, Central Denmark Region, Laegaardvej, Holstebro, Denmark
| | - Ritesh Kumar
- Biocomputation Group, Department of Computer Science, University of Hertfordshire, Hatfield, UK
| | - Anna Menini
- Neuroscience Area, International School for Advanced Studies, SISSA, Via Bonomea, Trieste, Italy
| | - Moustafa Bensafi
- Neuropop Team, Lyon Neuroscience Research Center, CNRS UMR5292-INSERM U1028-University Claude Bernard Lyon 1, 95 bd Pinel, Bron, France
| | - Mari Sandell
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.,Functional Foods Forum, University of Turku, Turku, Finland
| | | | - Antonella Di Pizio
- Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Lise-Meitner-Str., Freising, Germany
| | | | - Lina Öztürk
- Department of Anatomy, Faculty of Medicine, Mersin University, Çiftlikköy Campus, Yenişehir, Mersin, Turkey
| | - Thierry Thomas-Danguin
- CSGA-Centre for Taste and Feeding Behavior, INRAE, CNRS, AgroSup Dijon, Université Bourgogne Franche-Comté, 17 rue Sully, Dijon, France
| | - Johannes Frasnelli
- Department of Anatomy, Université du Québec à Trois-Rivières, boul. des Forges, Trois-Rivières, QC, Canada
| | - Sanne Boesveldt
- Division of Human Nutrition and Health, Wageningen University, Stippeneng, WE Wageningen, the Netherlands
| | - Özlem Saatci
- Department of Otorhinolaryngology, Medical Science University, Emek, Sancaktepe-İstanbul, Turkey
| | - Luis R Saraiva
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Sidra Medicine, Out Patient Clinic, Doha, Qatar
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Jérôme Golebiowski
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Liang-Dar Hwang
- The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, QLD, Australia
| | | | - Maria Dolors Guàrdia
- IRTA-Food Technology Programme, IRTA, Finca Camps i Armet, Monells, Girona, Spain
| | | | - Marina Ritchie
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, USA
| | - Jan Havlícek
- Department of Zoology, Charles University, Viničná, Nové Město, Czechia
| | - Denis Pierron
- Équipe de Médecine Evolutive, UMR5288 CNRS/Université Toulouse III, faculté de chirurgie dentaire, 3 Chemin des Maraîchers, Toulouse, France
| | - Eugeni Roura
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, Australia
| | - Marta Navarro
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, Australia
| | - Alissa A Nolden
- Department of Food Science, University of Massachusetts, Holdsworth Way, Amherst, MA, USA
| | - Juyun Lim
- Department of Food Science and Technology, Oregon State University, Corvallis, OR, USA
| | | | | | - Camille Ferdenzi
- Neuropop Team, Lyon Neuroscience Research Center, CNRS UMR5292-INSERM U1028-University Claude Bernard Lyon 1, 95 bd Pinel, Bron, France
| | - Evelyn V Brindha
- Department of Electrical and Electronics Engineering, Karunya Institute of Technology and Sciences, Karunya Nagar, Coimbatore, Tamilnadu, India
| | - Aytug Altundag
- Otorhinolaryngology Department, Biruni University, Protokol Yolu, Topkapı, Zeytinburnu, Istanbul, Turkey
| | - Alberto Macchi
- Italian Academy of Rhinology Asst Settelaghi-University of Insubriae, via Guicciardini, Varese, Italy
| | - Alexia Nunez-Parra
- Department of Biology, Universidad de Chile, Las Palmeras, Santiago, Chile
| | - Zara M Patel
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sébastien Fiorucci
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Carl M Philpott
- The Norfolk Smell and Taste Clinic, University of East Anglia, Norwich Research Park, Norwich, UK
| | - Barry C Smith
- Centre for the Study of the Senses, Institute of Philosophy, School of Advanced Study, University of London, London, UK
| | - Johan N Lundström
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Department of Clinical Neuroscience, Karolinska Institutet, Nobels väg, Stockholm, Sweden
| | - Carla Mucignat
- Department of Molecular Medicine, University of Padova, via Marzolo, Padova, Italy
| | - Jane K Parker
- Department of Food and Nutritional Sciences, University of Reading, Whiteknights, Reading, UK
| | - Mirjam van den Brink
- Laboratory of Behavioural Gastronomy, Maastricht University Campus Venlo, Nassaustraat, BV Venlo, the Netherlands
| | - Michael Schmuker
- Biocomputation Group, Department of Computer Science, University of Hertfordshire, Hatfield, UK
| | | | - Thomas Heinbockel
- Department of Anatomy, College of Medicine, Howard University, N.W., Washington, DC, USA
| | - Vonnie D C Shields
- Biological Sciences Department, Fisher College of Science and Mathematics, Towson University, Towson, MD USA
| | - Farhoud Faraji
- Division of Otolaryngology, Head & Neck Surgery, University of California San Diego Health, MC La Jolla, CA, USA
| | - Enrique Santamaría
- Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Proteored-ISCIII, Pamplona, Spain
| | - William E A Fredborg
- Department of Psychology, Stockholm University, Frescativägen, Stockholm, Sweden
| | - Gabriella Morini
- University of Gastronomic Sciences, Piazza Vittorio Emanuele II 9, Bra, Pollenzo, CN, Italy
| | - Jonas K Olofsson
- Department of Psychology, Stockholm University, Frescativägen, Stockholm, Sweden
| | - Maryam Jalessi
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Rasoul Akram Hospital, Sattarkhan Ave., Tehran, Iran
| | - Noam Karni
- Internal Medicine Department, Hadassah Medical Center, Kiryat Hadassah, Jerusalem, Israel
| | - Anna D'Errico
- Department of Molecular and Cellular Neurobiology, Goethe Universität Frankfurt, Goethe Universität Frankfurt, Max von Laue Strasse, Frankfurt am Main, Germany
| | - Rafieh Alizadeh
- ENT and Head and Neck Research Center and Department, Hazrat Rasoul Hospital, The Five Senses Institute, Iran University of Medical Sciences, Iran University of Medical Sciences, Shahid Hemmat Highway, Tehran, Iran
| | - Robert Pellegrino
- Food Science Department, University of Tennessee, Knoxville, TN, USA
| | - Pablo Meyer
- Health Care and Life Sciences, IBM T. J. Watson Research Center, Yorktown Heights, NY, USA
| | - Caroline Huart
- Department of Otorhinolaryngology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate, Brussels, Belgium
| | - Ben Chen
- Department of Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University, Liwan District, Guangzhou City, China
| | - Graciela M Soler
- Department of Otorhinolaringology, Buenos Aires University and GEOG (Grupo de Estudio de Olfato y Gusto), Calle Paraguay, Piso 3. CABA (Ciudad Autónoma de Buenos Aires), Argentina
| | - Mohammed K Alwashahi
- Surgery Department, ENT Division, Sultan Qaboos University Hospital, Al Khoud, Muscat, Oman
| | - Antje Welge-Lüssen
- Department of Otorhinolaryngology, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Jessica Freiherr
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schwabachanlage, Erlangen, Germany
| | - Jasper H B de Groot
- Department of Psychology, Utrecht University, Heidelberglaan 1, CS Utrecht, The Netherlands
| | - Hadar Klein
- Institute of Biochemistry, Food Science and Nutrition, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Masako Okamoto
- Department of Applied Biological Chemistry, The University of Tokyo, Yayoi, Bunkyo-ku, Tokyo, Japan
| | - Preet Bano Singh
- Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Blindern, Oslo, Norway
| | - Julien W Hsieh
- Rhinology-Olfactology Unit, ENT Department, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil, Geneva, Switzerland
| | | | | | - Thomas Hummel
- Department of Otorhinolaryngology, TU Dresden, Helmholtzstr., Dresden, Germany
| | - Steven D Munger
- Center for Smell and Taste, University of Florida, , Rm LG-101D, Gainesville, FL, USA.,Department of Pharmacology and Therapeutics, University of Florida, Gainesville, FL, USA
| | - John E Hayes
- Department of Food Science, The Pennsylvania State University, Erickson Food Science Building, University Park, PA, USA
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33
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Gerkin RC, Ohla K, Veldhuizen MG, Joseph PV, Kelly CE, Bakke AJ, Steele KE, Farruggia MC, Pellegrino R, Pepino MY, Bouysset C, Soler GM, Pereda-Loth V, Dibattista M, Cooper KW, Croijmans I, Di Pizio A, Ozdener MH, Fjaeldstad AW, Lin C, Sandell MA, Singh PB, Brindha VE, Olsson SB, Saraiva LR, Ahuja G, Alwashahi MK, Bhutani S, D’Errico A, Fornazieri MA, Golebiowski J, Dar Hwang L, Öztürk L, Roura E, Spinelli S, Whitcroft KL, Faraji F, Fischmeister FPS, Heinbockel T, Hsieh JW, Huart C, Konstantinidis I, Menini A, Morini G, Olofsson JK, Philpott CM, Pierron D, Shields VDC, Voznessenskaya VV, Albayay J, Altundag A, Bensafi M, Bock MA, Calcinoni O, Fredborg W, Laudamiel C, Lim J, Lundström JN, Macchi A, Meyer P, Moein ST, Santamaría E, Sengupta D, Rohlfs Dominguez P, Yanik H, Hummel T, Hayes JE, Reed DR, Niv MY, Munger SD, Parma V. Recent Smell Loss Is the Best Predictor of COVID-19 Among Individuals With Recent Respiratory Symptoms. Chem Senses 2021; 46:bjaa081. [PMID: 33367502 PMCID: PMC7799216 DOI: 10.1093/chemse/bjaa081] [Citation(s) in RCA: 91] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
In a preregistered, cross-sectional study, we investigated whether olfactory loss is a reliable predictor of COVID-19 using a crowdsourced questionnaire in 23 languages to assess symptoms in individuals self-reporting recent respiratory illness. We quantified changes in chemosensory abilities during the course of the respiratory illness using 0-100 visual analog scales (VAS) for participants reporting a positive (C19+; n = 4148) or negative (C19-; n = 546) COVID-19 laboratory test outcome. Logistic regression models identified univariate and multivariate predictors of COVID-19 status and post-COVID-19 olfactory recovery. Both C19+ and C19- groups exhibited smell loss, but it was significantly larger in C19+ participants (mean ± SD, C19+: -82.5 ± 27.2 points; C19-: -59.8 ± 37.7). Smell loss during illness was the best predictor of COVID-19 in both univariate and multivariate models (ROC AUC = 0.72). Additional variables provide negligible model improvement. VAS ratings of smell loss were more predictive than binary chemosensory yes/no-questions or other cardinal symptoms (e.g., fever). Olfactory recovery within 40 days of respiratory symptom onset was reported for ~50% of participants and was best predicted by time since respiratory symptom onset. We find that quantified smell loss is the best predictor of COVID-19 amongst those with symptoms of respiratory illness. To aid clinicians and contact tracers in identifying individuals with a high likelihood of having COVID-19, we propose a novel 0-10 scale to screen for recent olfactory loss, the ODoR-19. We find that numeric ratings ≤2 indicate high odds of symptomatic COVID-19 (4 < OR < 10). Once independently validated, this tool could be deployed when viral lab tests are impractical or unavailable.
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Affiliation(s)
- Richard C Gerkin
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Kathrin Ohla
- Institute of Neuroscience and Medicine (INM3), Forschungszentrum Jülich, Jülich, Germany
| | | | - Paule V Joseph
- National Institute of Nursing Research, Bethesda, MD, USA
- National Institute of Alcohol Abuse and Alcoholism, Bethesda, MD, USA
- National Institutes of Health, Bethesda, MD, USA
| | | | - Alyssa J Bakke
- Department of Food Science, The Pennsylvania State University, University Park, PA, USA
| | - Kimberley E Steele
- National Institutes of Health, Bethesda, MD, USA
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, USA
| | | | - Robert Pellegrino
- Department of Food Science, University of Tennessee, Knoxville, TN, USA
| | - Marta Y Pepino
- Department of Food Science and Human Nutrition, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Cédric Bouysset
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d’Azur, Nice, France
| | - Graciela M Soler
- Grupo de Estudio de Olfato y Gusto (GEOG), Buenos Aires, Argentina
- Department of Otorhinolaryngology, University of Buenos Aires, Buenos Aires, Argentina
| | | | - Michele Dibattista
- Department of Basic Medical Science, Neuroscience and Sense Organs, Università degli Studi di Bari A. Moro, Bari, Italy
| | - Keiland W Cooper
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, USA
| | - Ilja Croijmans
- Department of Psychology, Utrecht University, Utrecht, the Netherlands
| | - Antonella Di Pizio
- Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Freising, Germany
| | | | - Alexander W Fjaeldstad
- Flavour Clinic, Department of Otorhinolaryngology, Regional Hospital West Jutland, Holstebro, Denmark
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Mari A Sandell
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland
| | - Preet B Singh
- Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Oslo, Norway
| | - V Evelyn Brindha
- Department of Electrical and Electronics Engineering, Karunya Institute of Technology and Sciences, Coimbatore, Tamil Nadu, India
| | - Shannon B Olsson
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bengaluru, Karnataka, India
| | | | - Gaurav Ahuja
- Computational Biology, Indraprastha Institute of Information Technology, New Delhi, India
| | | | - Surabhi Bhutani
- School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA, USA
| | - Anna D’Errico
- Cellular and Molecular Neurobiology, Goethe University Frankfurt, Frankfurt, Germany
| | | | - Jérôme Golebiowski
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d’Azur, Nice, France
| | - Liang Dar Hwang
- The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, QLD, Australia
| | - Lina Öztürk
- Department of Anatomy, Mersin University, Yenişehir/Mersin, Turkey
| | - Eugeni Roura
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St. Lucia, QLD, Australia
| | - Sara Spinelli
- Department of Agriculture, Food, Environment and Forestry (DAGRI), University of Florence, Florence, Italy
| | | | - Farhoud Faraji
- Department of Surgery, Division of Otolaryngology-Head and Neck Surgery, University of California San Diego Health, La Jolla, CA, USA
| | | | - Thomas Heinbockel
- Department of Anatomy, College of Medicine, Howard University, Washington, DC, USA
| | - Julien W Hsieh
- Department of Otorhinolaryngology, Rhinology-Olfactology Unit, Geneva University Hospitals, Geneva, Switzerland
| | - Caroline Huart
- ENT Department, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | | | - Anna Menini
- Neuroscience Area, SISSA, International School for Advanced Studies, Trieste, Italy
| | | | - Jonas K Olofsson
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Carl M Philpott
- Norwich Medical School, The Norfolk Smell & Taste Clinic, University of East Anglia, Norwich, UK
| | - Denis Pierron
- Medecine Evolutive UMR5288, University of Toulouse, Toulouse, France
| | - Vonnie D C Shields
- Biological Sciences Department, Fisher College of Science and Mathematics, Towson University, Towson, MD, USA
| | | | - Javier Albayay
- Department of General Psychology, University of Padova, Padova, Italy
| | - Aytug Altundag
- Otorhinolaryngology Department, Biruni University, Zeytinburnu/İstanbul, Turkey
| | | | - María Adelaida Bock
- Departamento de Salud Pública ORL, Hospital General Barrio Obrero, Asunción, Paraguay
| | | | - William Fredborg
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | | | - Juyun Lim
- Department of Food Science and Technology, Oregon State University, Corvallis, OR, USA
| | - Johan N Lundström
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Alberto Macchi
- ENT Department, University of Insubria Varese, ASST-Sette Laghi, Varese, Italy
- Italian Academy of Rhinology, Varese, Italy
| | - Pablo Meyer
- Health Care and Life Sciences, IBM T.J. Watson Research Center, Yorktown Heights, NY, USA
| | - Shima T Moein
- School of Biological Sciences, Institute for Research in Fundamental Sciences, Tehran, Iran
| | | | - Debarka Sengupta
- Computational Biology, Indraprastha Institute of Information Technology, New Delhi, India
| | | | - Hüseyin Yanik
- Department of Electrical and Electronics Engineering, Mersin University, Yenişehir/Mersin, Turkey
| | - Thomas Hummel
- Smell & Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Dresden, Germany
| | - John E Hayes
- Department of Food Science, The Pennsylvania State University, University Park, PA, USA
| | | | - Masha Y Niv
- The Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Steven D Munger
- Department of Pharmacology and Therapeutics, University of Florida, Gainesville, FL, USA
- Center for Smell and Taste, University of Florida, Gainesville, FL, USA
| | - Valentina Parma
- Department of Psychology, Temple University, Philadelphia, PA, USA
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Abstract
Commercially available smell tests are primarily used in research or in-depth clinical evaluations and are too costly and time-consuming for population surveillance in health emergencies like COVID-19. To address this need, we developed the SCENTinel 1.0 test, which rapidly evaluates 3 olfactory functions: detection, intensity, and identification. We tested whether self-administering the SCENTinel 1.0 test discriminates between individuals with self-reported smell loss and those with average smell ability (normosmic individuals) and provides performance comparable to the validated and standardized NIH Toolbox Odor Identification Test in normosmic individuals. Using Bayesian linear models and prognostic classification algorithms, we compared the SCENTinel 1.0 performance of a group of self-reported anosmic individuals (N = 111, 47 ± 13 years old, F = 71%) and normosmic individuals (N = 154, 47 ± 14 years old, F = 74%) as well as individuals reporting other smell disorders (such as hyposmia or parosmia; N = 42, 55 ± 10 years old, F = 67%). Ninety-four percent of normosmic individuals met our SCENTinel 1.0 accuracy criteria compared with only 10% of anosmic individuals and 64% of individuals with other smell disorders. Overall performance on SCENTinel 1.0 predicted belonging to the normosmic group better than identification or detection alone (vs. anosmic: AUC = 0.95, specificity = 0.94). Odor intensity provided the best single-feature predictor to classify normosmic individuals. Among normosmic individuals, 92% met the accuracy criteria at both SCENTinel 1.0 and the NIH Toolbox Odor Identification Test. SCENTinel 1.0 is a practical test able to discriminate individuals with smell loss and will likely be useful in many clinical situations, including COVID-19 symptom screening.
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Affiliation(s)
- Valentina Parma
- Department of Psychology, Temple University, 1701 N 13th Street, Philadelphia, PA, USA
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Mackenzie E Hannum
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Maureen O’Leary
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Robert Pellegrino
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Nancy E Rawson
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Danielle R Reed
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
| | - Pamela H Dalton
- Monell Chemical Senses Center, 3500 Market Street, 19104, Philadelphia, PA, USA
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35
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Hannum ME, Ramirez VA, Lipson SJ, Herriman RD, Toskala AK, Lin C, Joseph PV, Reed DR. Objective Sensory Testing Methods Reveal a Higher Prevalence of Olfactory Loss in COVID-19-Positive Patients Compared to Subjective Methods: A Systematic Review and Meta-Analysis. Chem Senses 2020; 45:865-874. [PMID: 33245136 PMCID: PMC7543258 DOI: 10.1093/chemse/bjaa064] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Indexed: 11/13/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19), has currently infected over 6.5 million people worldwide. In response to the pandemic, numerous studies have tried to identify the causes and symptoms of the disease. Emerging evidence supports recently acquired anosmia (complete loss of smell) and hyposmia (partial loss of smell) as symptoms of COVID-19, but studies of olfactory dysfunction show a wide range of prevalence from 5% to 98%. We undertook a search of Pubmed/Medline and Google Scholar with the keywords "COVID-19," "smell," and/or "olfaction." We included any study that quantified smell loss (anosmia and hyposmia) as a symptom of COVID-19. Studies were grouped and compared based on the type of method used to measure smell loss-subjective measures, such as self-reported smell loss, versus objective measures using rated stimuli-to determine if prevalence differed by method type. For each study, 95% confidence intervals (CIs) were calculated from point estimates of olfactory disturbances. We identified 34 articles quantifying anosmia as a symptom of COVID-19 (6 objective and 28 subjective), collected from cases identified from January 16 to April 30, 2020. The pooled prevalence estimate of smell loss was 77% when assessed through objective measurements (95% CI of 61.4-89.2%) and 44% with subjective measurements (95% CI of 32.2-57.0%). Objective measures are a more sensitive method to identify smell loss as a result of infection with SARS-CoV-2; the use of subjective measures, while expedient during the early stages of the pandemic, underestimates the true prevalence of smell loss.
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Affiliation(s)
| | - Vicente A Ramirez
- Monell Chemical Senses Center, Philadelphia, PA
- Department of Public Health, University of California Merced, Merced, CA
| | | | | | | | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA
| | - Paule V Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA
- Division of Intramural Research, National Institute of Nursing Research & National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
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36
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Hung LY, Tanaka Y, Herbine K, Pastore C, Singh B, Ferguson A, Vora N, Douglas B, Zullo K, Behrens EM, Li Hui Tan T, Kohanski MA, Bryce P, Lin C, Kambayashi T, Reed DR, Brown BL, Cohen NA, Herbert DR. Cellular context of IL-33 expression dictates impact on anti-helminth immunity. Sci Immunol 2020; 5:5/53/eabc6259. [PMID: 33188058 DOI: 10.1126/sciimmunol.abc6259] [Citation(s) in RCA: 65] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/28/2020] [Indexed: 12/13/2022]
Abstract
Interleukin-33 (IL-33) is a pleiotropic cytokine that can promote type 2 inflammation but also drives immunoregulation through Foxp3+Treg expansion. How IL-33 is exported from cells to serve this dual role in immunosuppression and inflammation remains unclear. Here, we demonstrate that the biological consequences of IL-33 activity are dictated by its cellular source. Whereas IL-33 derived from epithelial cells stimulates group 2 innate lymphoid cell (ILC2)-driven type 2 immunity and parasite clearance, we report that IL-33 derived from myeloid antigen-presenting cells (APCs) suppresses host-protective inflammatory responses. Conditional deletion of IL-33 in CD11c-expressing cells resulted in lowered numbers of intestinal Foxp3+Treg cells that express the transcription factor GATA3 and the IL-33 receptor ST2, causing elevated IL-5 and IL-13 production and accelerated anti-helminth immunity. We demonstrate that cell-intrinsic IL-33 promoted mouse dendritic cells (DCs) to express the pore-forming protein perforin-2, which may function as a conduit on the plasma membrane facilitating IL-33 export. Lack of perforin-2 in DCs blocked the proliferative expansion of the ST2+Foxp3+Treg subset. We propose that perforin-2 can provide a plasma membrane conduit in DCs that promotes the export of IL-33, contributing to mucosal immunoregulation under steady-state and infectious conditions.
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Affiliation(s)
- Li-Yin Hung
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Yukinori Tanaka
- Department of Dental Anesthesiology and Pain Management, Tohoku University Hospital, Sendai, Miyagi 980-8574, Japan
| | - Karl Herbine
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Christopher Pastore
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Brenal Singh
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Annabel Ferguson
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Nisha Vora
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Bonnie Douglas
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kelly Zullo
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Edward M Behrens
- Division of Rheumatology, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Tiffany Li Hui Tan
- Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Michael A Kohanski
- Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Paul Bryce
- Immunology and Inflammation Therapeutic Area, Sanofi US, Cambridge, MA 02319, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA 19104, USA
| | - Taku Kambayashi
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Breann L Brown
- Department of Biochemistry, Center for Structural Biology, Vanderbilt University, Nashville, TN 37232, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA 19104, USA.,Monell Chemical Senses Center, Philadelphia, PA 19104, USA.,Michael J. Crescenz Veterans Affairs Medical Center Surgical Service, Philadelphia, PA 19104, USA
| | - De'Broski R Herbert
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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37
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Parma V, Ohla K, Veldhuizen MG, Niv MY, Kelly CE, Bakke AJ, Cooper KW, Bouysset C, Pirastu N, Dibattista M, Kaur R, Liuzza MT, Pepino MY, Schöpf V, Pereda-Loth V, Olsson SB, Gerkin RC, Rohlfs Domínguez P, Albayay J, Farruggia MC, Bhutani S, Fjaeldstad AW, Kumar R, Menini A, Bensafi M, Sandell M, Konstantinidis I, Di Pizio A, Genovese F, Öztürk L, Thomas-Danguin T, Frasnelli J, Boesveldt S, Saatci Ö, Saraiva LR, Lin C, Golebiowski J, Hwang LD, Ozdener MH, Guàrdia MD, Laudamiel C, Ritchie M, Havlícek J, Pierron D, Roura E, Navarro M, Nolden AA, Lim J, Whitcroft KL, Colquitt LR, Ferdenzi C, Brindha EV, Altundag A, Macchi A, Nunez-Parra A, Patel ZM, Fiorucci S, Philpott CM, Smith BC, Lundström JN, Mucignat C, Parker JK, van den Brink M, Schmuker M, Fischmeister FPS, Heinbockel T, Shields VDC, Faraji F, Santamaría E, Fredborg WEA, Morini G, Olofsson JK, Jalessi M, Karni N, D'Errico A, Alizadeh R, Pellegrino R, Meyer P, Huart C, Chen B, Soler GM, Alwashahi MK, Welge-Lüssen A, Freiherr J, de Groot JHB, Klein H, Okamoto M, Singh PB, Hsieh JW, Reed DR, Hummel T, Munger SD, Hayes JE. More Than Smell-COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis. Chem Senses 2020; 45:609-622. [PMID: 32564071 PMCID: PMC7337664 DOI: 10.1093/chemse/bjaa041] [Citation(s) in RCA: 300] [Impact Index Per Article: 75.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Recent anecdotal and scientific reports have provided evidence of a link between COVID-19 and chemosensory impairments such as anosmia. However, these reports have downplayed or failed to distinguish potential effects on taste, ignored chemesthesis, and generally lacked quantitative measurements. Here, we report the development, implementation and initial results of a multi-lingual, international questionnaire to assess self-reported quantity and quality of perception in three distinct chemosensory modalities (smell, taste, and chemesthesis) before and during COVID-19. In the first 11 days after questionnaire launch, 4039 participants (2913 women, 1118 men, 8 other, ages 19-79) reported a COVID-19 diagnosis either via laboratory tests or clinical assessment. Importantly, smell, taste and chemesthetic function were each significantly reduced compared to their status before the disease. Difference scores (maximum possible change ±100) revealed a mean reduction of smell (-79.7 ± 28.7, mean ± SD), taste (-69.0 ± 32.6), and chemesthetic (-37.3 ± 36.2) function during COVID-19. Qualitative changes in olfactory ability (parosmia and phantosmia) were relatively rare and correlated with smell loss. Importantly, perceived nasal obstruction did not account for smell loss. Furthermore, chemosensory impairments were similar between participants in the laboratory test and clinical assessment groups. These results show that COVID-19-associated chemosensory impairment is not limited to smell, but also affects taste and chemesthesis. The multimodal impact of COVID-19 and lack of perceived nasal obstruction suggest that SARS-CoV-2 infection may disrupt sensory-neural mechanisms.
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Affiliation(s)
- Valentina Parma
- Department of Psychology, Temple University, Philadelphia, PA, USA
| | - Kathrin Ohla
- Institute of Neuroscience and Medicine (INM-3), Research Center Jülich, Wilhelm-Johnen-Straße, Jülich, Germany
| | - Maria G Veldhuizen
- Department of Anatomy, Faculty of Medicine, Mersin University, Çiftlikköy Campus, Yenişehir, Mersin, Turkey
| | - Masha Y Niv
- Institute of Biochemistry, Food Science and Nutrition, The Hebrew University of Jerusalem, Rehovot, Israel
| | | | - Alyssa J Bakke
- Department of Food Science, The Pennsylvania State University, Erickson Food Science Building, University Park, PA, USA
| | - Keiland W Cooper
- Center for the Neurobiology of Learning and Memory, University of California and Qureshey Research Laboratory, Irvine, CA, USA
| | - Cédric Bouysset
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Nicola Pirastu
- Centre for Global Health Research, Usher Institute, The University of Edinburgh, Old Medical School, Teviot Place, Edinburgh, UK
| | - Michele Dibattista
- Department of Basic Medical Sciences, Neuroscience and Sensory Organs, Università degli Studi di Bari A. Moro, P.zza G. Cesare, Bari, Italy
| | - Rishemjit Kaur
- CSIR-Central Scientific Instruments Organisation, Chandigarh, India
| | - Marco Tullio Liuzza
- Department of Medical and Surgical Sciences, "Magna Graecia" University of Catanzaro, Viale Europa (Loc. Germaneto), Catanzaro, Italy
| | - Marta Y Pepino
- Department of Food Science and Human Nutrition and Division of Nutritional Sciences, University of Illinois at Urbana Champaign, Urbana, IL, USA
| | - Veronika Schöpf
- Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Währinger Gürtel, Vienna, Austria
| | - Veronica Pereda-Loth
- Laboratoire d'Anthropologie Moléculaire et Imagerie de Synthese, UMR 5288 CNRS, Universitéde Toulouse, Toulouse, France
| | - Shannon B Olsson
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, GKVK Campus, Bengaluru, India
| | - Richard C Gerkin
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
| | - Paloma Rohlfs Domínguez
- Department of Psychology and Anthropology, University of Extremadura, Avenida de la Universidad, s/n, Cáceres, Spain
| | - Javier Albayay
- Department of General Psychology, University of Padova, Via Venezia, Padova, Italy
| | - Michael C Farruggia
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Surabhi Bhutani
- School of Exercise and Nutritional Sciences, 5500 Campanile Drive, San Diego State University, San Diego, CA, USA
| | - Alexander W Fjaeldstad
- Flavour Clinic, Department of Otorhinolaryngology, Regional Hospital West Jutland, Central Denmark Region, Laegaardvej, Holstebro, Denmark
| | - Ritesh Kumar
- Biocomputation Group, Department of Computer Science, University of Hertfordshire, Hatfield, UK
| | - Anna Menini
- Neuroscience Area, International School for Advanced Studies, SISSA, Via Bonomea, Trieste, Italy
| | - Moustafa Bensafi
- Neuropop Team, Lyon Neuroscience Research Center, CNRS UMR5292-INSERM U1028-University Claude Bernard Lyon 1, 95 bd Pinel, Bron, France
| | - Mari Sandell
- Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.,Functional Foods Forum, University of Turku, Turku, Finland
| | | | - Antonella Di Pizio
- Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Lise-Meitner-Str., Freising, Germany
| | | | - Lina Öztürk
- Department of Anatomy, Faculty of Medicine, Mersin University, Çiftlikköy Campus, Yenişehir, Mersin, Turkey
| | - Thierry Thomas-Danguin
- CSGA-Centre for Taste and Feeding Behavior, INRAE, CNRS, AgroSup Dijon, Université Bourgogne Franche-Comté, 17 rue Sully, Dijon, France
| | - Johannes Frasnelli
- Department of Anatomy, Université du Québec à Trois-Rivières, boul. des Forges, Trois-Rivières, QC, Canada
| | - Sanne Boesveldt
- Division of Human Nutrition and Health, Wageningen University, Stippeneng, WE Wageningen, the Netherlands
| | - Özlem Saatci
- Department of Otorhinolaryngology, Medical Science University, Emek, Sancaktepe-İstanbul, Turkey
| | - Luis R Saraiva
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Sidra Medicine, Out Patient Clinic, Doha, Qatar
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Jérôme Golebiowski
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Liang-Dar Hwang
- The University of Queensland Diamantina Institute, The University of Queensland, Woolloongabba, QLD, Australia
| | | | - Maria Dolors Guàrdia
- IRTA-Food Technology Programme, IRTA, Finca Camps i Armet, Monells, Girona, Spain
| | | | - Marina Ritchie
- Department of Neurobiology and Behavior, University of California, Irvine, Irvine, CA, USA
| | - Jan Havlícek
- Department of Zoology, Charles University, Viničná, Nové Město, Czechia
| | - Denis Pierron
- Équipe de Médecine Evolutive, UMR5288 CNRS/Université Toulouse III, faculté de chirurgie dentaire, 3 Chemin des Maraîchers, Toulouse, France
| | - Eugeni Roura
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, Australia
| | - Marta Navarro
- Centre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, QLD, Australia
| | - Alissa A Nolden
- Department of Food Science, University of Massachusetts, Holdsworth Way, Amherst, MA, USA
| | - Juyun Lim
- Department of Food Science and Technology, Oregon State University, Corvallis, OR, USA
| | | | | | - Camille Ferdenzi
- Neuropop Team, Lyon Neuroscience Research Center, CNRS UMR5292-INSERM U1028-University Claude Bernard Lyon 1, 95 bd Pinel, Bron, France
| | - Evelyn V Brindha
- Department of Electrical and Electronics Engineering, Karunya Institute of Technology and Sciences, Karunya Nagar, Coimbatore, Tamilnadu, India
| | - Aytug Altundag
- Otorhinolaryngology Department, Biruni University, Protokol Yolu, Topkapı, Zeytinburnu, Istanbul, Turkey
| | - Alberto Macchi
- Italian Academy of Rhinology Asst Settelaghi-University of Insubriae, via Guicciardini, Varese, Italy
| | - Alexia Nunez-Parra
- Department of Biology, Universidad de Chile, Las Palmeras, Santiago, Chile
| | - Zara M Patel
- Department of Otolaryngology-Head and Neck Surgery, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Sébastien Fiorucci
- Institut de Chimie de Nice, UMR CNRS 7272, Université Côte d'Azur, Avenue Valrose, Nice, France
| | - Carl M Philpott
- The Norfolk Smell and Taste Clinic, University of East Anglia, Norwich Research Park, Norwich, UK
| | - Barry C Smith
- Centre for the Study of the Senses, Institute of Philosophy, School of Advanced Study, University of London, London, UK
| | - Johan N Lundström
- Monell Chemical Senses Center, Philadelphia, PA, USA.,Department of Clinical Neuroscience, Karolinska Institutet, Nobels väg, Stockholm, Sweden
| | - Carla Mucignat
- Department of Molecular Medicine, University of Padova, via Marzolo, Padova, Italy
| | - Jane K Parker
- Department of Food and Nutritional Sciences, University of Reading, Whiteknights, Reading, UK
| | - Mirjam van den Brink
- Laboratory of Behavioural Gastronomy, Maastricht University Campus Venlo, Nassaustraat, BV Venlo, the Netherlands
| | - Michael Schmuker
- Biocomputation Group, Department of Computer Science, University of Hertfordshire, Hatfield, UK
| | | | - Thomas Heinbockel
- Department of Anatomy, College of Medicine, Howard University, N.W., Washington, DC, USA
| | - Vonnie D C Shields
- Biological Sciences Department, Fisher College of Science and Mathematics, Towson University, Towson, MD USA
| | - Farhoud Faraji
- Division of Otolaryngology, Head & Neck Surgery, University of California San Diego Health, MC La Jolla, CA, USA
| | - Enrique Santamaría
- Clinical Neuroproteomics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad pública de Navarra (UPNA), Instituto de Investigación Sanitaria de Navarra (IDISNA), Proteored-ISCIII, Pamplona, Spain
| | - William E A Fredborg
- Department of Psychology, Stockholm University, Frescativägen, Stockholm, Sweden
| | - Gabriella Morini
- University of Gastronomic Sciences, Piazza Vittorio Emanuele II 9, Bra, Pollenzo, CN, Italy
| | - Jonas K Olofsson
- Department of Psychology, Stockholm University, Frescativägen, Stockholm, Sweden
| | - Maryam Jalessi
- Skull Base Research Center, The Five Senses Institute, Iran University of Medical Sciences, Rasoul Akram Hospital, Sattarkhan Ave., Tehran, Iran
| | - Noam Karni
- Internal Medicine Department, Hadassah Medical Center, Kiryat Hadassah, Jerusalem, Israel
| | - Anna D'Errico
- Department of Molecular and Cellular Neurobiology, Goethe Universität Frankfurt, Goethe Universität Frankfurt, Max von Laue Strasse, Frankfurt am Main, Germany
| | - Rafieh Alizadeh
- ENT and Head and Neck Research Center and Department, Hazrat Rasoul Hospital, The Five Senses Institute, Iran University of Medical Sciences, Iran University of Medical Sciences, Shahid Hemmat Highway, Tehran, Iran
| | - Robert Pellegrino
- Food Science Department, University of Tennessee, Knoxville, TN, USA
| | - Pablo Meyer
- Health Care and Life Sciences, IBM T. J. Watson Research Center, Yorktown Heights, NY, USA
| | - Caroline Huart
- Department of Otorhinolaryngology, Cliniques Universitaires Saint-Luc, Avenue Hippocrate, Brussels, Belgium
| | - Ben Chen
- Department of Psychiatry, The Affiliated Brain Hospital of Guangzhou Medical University, Liwan District, Guangzhou City, China
| | - Graciela M Soler
- Department of Otorhinolaringology, Buenos Aires University and GEOG (Grupo de Estudio de Olfato y Gusto), Calle Paraguay, Piso 3. CABA (Ciudad Autónoma de Buenos Aires), Argentina
| | - Mohammed K Alwashahi
- Surgery Department, ENT Division, Sultan Qaboos University Hospital, Al Khoud, Muscat, Oman
| | - Antje Welge-Lüssen
- Department of Otorhinolaryngology, University Hospital Basel, Petersgraben, Basel, Switzerland
| | - Jessica Freiherr
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schwabachanlage, Erlangen, Germany
| | - Jasper H B de Groot
- Department of Psychology, Utrecht University, Heidelberglaan 1, CS Utrecht, The Netherlands
| | - Hadar Klein
- Institute of Biochemistry, Food Science and Nutrition, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Masako Okamoto
- Department of Applied Biological Chemistry, The University of Tokyo, Yayoi, Bunkyo-ku, Tokyo, Japan
| | - Preet Bano Singh
- Department of Oral Surgery and Oral Medicine, Faculty of Dentistry, University of Oslo, Blindern, Oslo, Norway
| | - Julien W Hsieh
- Rhinology-Olfactology Unit, ENT Department, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil, Geneva, Switzerland
| | | | | | - Thomas Hummel
- Department of Otorhinolaryngology, TU Dresden, Helmholtzstr., Dresden, Germany
| | - Steven D Munger
- Center for Smell and Taste, University of Florida, , Rm LG-101D, Gainesville, FL, USA.,Department of Pharmacology and Therapeutics, University of Florida, Gainesville, FL, USA
| | - John E Hayes
- Department of Food Science, The Pennsylvania State University, Erickson Food Science Building, University Park, PA, USA
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38
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Mainland JD, Barlow LA, Munger SD, Millar SE, Vergara MN, Jiang P, Schwob JE, Goldstein BJ, Boye SE, Martens JR, Leopold DA, Bartoshuk LM, Doty RL, Hummel T, Pinto JM, Trimmer C, Kelly C, Pribitkin EA, Reed DR. Identifying Treatments for Taste and Smell Disorders: Gaps and Opportunities. Chem Senses 2020; 45:493-502. [PMID: 32556127 PMCID: PMC7545248 DOI: 10.1093/chemse/bjaa038] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The chemical senses of taste and smell play a vital role in conveying information about ourselves and our environment. Tastes and smells can warn against danger and also contribute to the daily enjoyment of food, friends and family, and our surroundings. Over 12% of the US population is estimated to experience taste and smell (chemosensory) dysfunction. Yet, despite this high prevalence, long-term, effective treatments for these disorders have been largely elusive. Clinical successes in other sensory systems, including hearing and vision, have led to new hope for developments in the treatment of chemosensory disorders. To accelerate cures, we convened the "Identifying Treatments for Taste and Smell Disorders" conference, bringing together basic and translational sensory scientists, health care professionals, and patients to identify gaps in our current understanding of chemosensory dysfunction and next steps in a broad-based research strategy. Their suggestions for high-yield next steps were focused in 3 areas: increasing awareness and research capacity (e.g., patient advocacy), developing and enhancing clinical measures of taste and smell, and supporting new avenues of research into cellular and therapeutic approaches (e.g., developing human chemosensory cell lines, stem cells, and gene therapy approaches). These long-term strategies led to specific suggestions for immediate research priorities that focus on expanding our understanding of specific responses of chemosensory cells and developing valuable assays to identify and document cell development, regeneration, and function. Addressing these high-priority areas should accelerate the development of novel and effective treatments for taste and smell disorders.
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Affiliation(s)
| | - Linda A Barlow
- Department of Cell & Developmental Biology, Rocky Mountain Taste and Smell Center, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
| | - Steven D Munger
- Center for Smell and Taste, Department of Pharmacology and Therapeutics, 1200 Newell Drive, University of Florida, Gainesville, FL, USA
| | - Sarah E Millar
- Black Family Stem Cell Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - M Natalia Vergara
- Department of Ophthalmology, Sue Anschutz-Rodgers Eye Center, University of Colorado School of Medicine, Aurora, CO, USA
| | - Peihua Jiang
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - James E Schwob
- Department of Developmental, Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, USA
| | - Bradley J Goldstein
- Department of Head and Neck Surgery and Communication Sciences, Duke University School of Medicine, 40 Duke Medicine Cir Clinic 1F, Durham, NC, USA
| | - Shannon E Boye
- Department of Ophthalmology, University of Florida College of Medicine, Gainesville, FL, USA
| | - Jeffrey R Martens
- Center for Smell and Taste, Department of Pharmacology and Therapeutics, 1200 Newell Drive, University of Florida, Gainesville, FL, USA
| | - Donald A Leopold
- Division of Otolaryngology Head and Neck Surgery, University of Vermont Medical Center, Burlington, VT, USA
| | - Linda M Bartoshuk
- Department of Food Science and Human Nutrition, Center for Smell and Taste, University of Florida, Gainesville, FL, USA
| | - Richard L Doty
- Smell and Taste Center and Department of Otorhinolaryngology: Head and Neck Surgery, Perelman School of Medicine, 3400 Spruce Street, University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas Hummel
- Department of Otorhinolaryngology, Smell and Taste Clinic, Technische Universität Dresden, Fetscherstrasse, Dresden, Germany
| | - Jayant M Pinto
- Section of Otolaryngology—Head and Neck Surgery, Department of Surgery, The University of Chicago, MC, Chicago, IL, USA
| | | | | | - Edmund A Pribitkin
- Department of Otolaryngology—Head and Neck Surgery, Thomas Jefferson University, Philadelphia, PA, USA
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39
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Civantos AM, Maina IW, Arnold M, Lin C, Stevens EM, Tan LH, Gleeson PK, Colquitt LR, Cowart BJ, Bosso JV, Palmer JN, Adappa ND, Kohanski MA, Reed DR, Cohen NA. Denatonium benzoate bitter taste perception in chronic rhinosinusitis subgroups. Int Forum Allergy Rhinol 2020; 11:967-975. [DOI: 10.1002/alr.22687] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 07/29/2020] [Accepted: 08/10/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Alyssa M. Civantos
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - Ivy W. Maina
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - Monique Arnold
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - Cailu Lin
- Monell Chemical Senses Center Philadelphia PA
| | | | - Li Hui Tan
- Michael J. Crescenz VA Medical Center Philadelphia PA
| | - Patrick K. Gleeson
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | | | | | - John V. Bosso
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - James N. Palmer
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - Nithin D. Adappa
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | - Michael A. Kohanski
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
| | | | - Noam A. Cohen
- Department of Otorhinolaryngology University of Pennsylvania Philadelphia PA
- Monell Chemical Senses Center Philadelphia PA
- Michael J. Crescenz VA Medical Center Philadelphia PA
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Lin C, Civantos AM, Arnold M, Stevens EM, Cowart BJ, Colquitt LR, Mansfield C, Kennedy DW, Brooks SG, Workman AD, Blasetti MT, Kohanski MA, Doghramji L, Douglas JE, Maina IW, Palmer JN, Adappa ND, Reed DR, Cohen NA. Divergent bitter and sweet taste perception intensity in chronic rhinosinusitis patients. Int Forum Allergy Rhinol 2020; 11:857-865. [PMID: 32846055 DOI: 10.1002/alr.22686] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 08/12/2020] [Accepted: 08/13/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Bitter and sweet taste receptors are present in the human upper airway, where they have roles in innate immunity. Previous studies have shown that 1 of the 25 bitter receptors, TAS2R38, responds to specific bacterial signaling molecules and evokes 1 type of a defense response in the upper airway, whereas ligands of sweet receptors suppress other types of defense responses. METHODS We examined whether other bitter taste receptors might also be involved in innate immunity by using sensory responses to bitter compounds that are not ligands of TAS2R38 (quinine and denatonium benzoate) to assess the sensitivity of other bitter receptors in chronic rhinosinusitis (CRS) patients. CRS patients with (n = 426) and without (n = 226) nasal polyps and controls (n = 356) rated the intensity of quinine, denatonium benzoate, phenylthiocarbamide (PTC; a ligand for TAS2R38), sucrose, and salt. RESULTS CRS patients rated the bitter compounds denatonium benzoate and quinine as less intense and sucrose as more intense than did controls (false discovery rate [FDR] <0.05) and CRS patients and controls did not differ in their ratings of salt (FDR >0.05). PTC bitter taste intensity differed between patient and control groups but were less marked than those previously reported. Though differences were statistically significant, overall effect sizes were small. CONCLUSION CRS patients report bitter stimuli as less intense but sweet stimuli as more intense than do control subjects. We speculate that taste responses may reflect the competence of sinonasal innate immunity mediated by taste receptor function, and thus a taste test may have potential for clinical utility in CRS patients.
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Affiliation(s)
- Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA
| | - Alyssa M Civantos
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Monique Arnold
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Elizabeth M Stevens
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | | | | | | | - David W Kennedy
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Steven G Brooks
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Alan D Workman
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Mariel T Blasetti
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Michael A Kohanski
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Laurel Doghramji
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Jennifer E Douglas
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Ivy W Maina
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - James N Palmer
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | - Nithin D Adappa
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA
| | | | - Noam A Cohen
- Monell Chemical Senses Center, Philadelphia, PA.,Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA.,Michael J. Crescenz Veterans Affairs (VA) Medical Center, Philadelphia, PA
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Gerkin RC, Ohla K, Veldhuizen MG, Joseph PV, Kelly CE, Bakke AJ, Steele KE, Farruggia MC, Pellegrino R, Pepino MY, Bouysset C, Soler GM, Pereda-Loth V, Dibattista M, Cooper KW, Croijmans I, Di Pizio A, Ozdener MH, Fjaeldstad AW, Lin C, Sandell MA, Singh PB, Brindha VE, Olsson SB, Saraiva LR, Ahuja G, Alwashahi MK, Bhutani S, D'Errico A, Fornazieri MA, Golebiowski J, Hwang LD, Öztürk L, Roura E, Spinelli S, Whitcroft KL, Faraji F, Fischmeister FPS, Heinbockel T, Hsieh JW, Huart C, Konstantinidis I, Menini A, Morini G, Olofsson JK, Philpott CM, Pierron D, Shields VDC, Voznessenskaya VV, Albayay J, Altundag A, Bensafi M, Bock MA, Calcinoni O, Fredborg W, Laudamiel C, Lim J, Lundström JN, Macchi A, Meyer P, Moein ST, Santamaría E, Sengupta D, Domínguez PP, Yanık H, Boesveldt S, de Groot JHB, Dinnella C, Freiherr J, Laktionova T, Mariño S, Monteleone E, Nunez-Parra A, Abdulrahman O, Ritchie M, Thomas-Danguin T, Walsh-Messinger J, Al Abri R, Alizadeh R, Bignon E, Cantone E, Cecchini MP, Chen J, Guàrdia MD, Hoover KC, Karni N, Navarro M, Nolden AA, Mazal PP, Rowan NR, Sarabi-Jamab A, Archer NS, Chen B, Di Valerio EA, Feeney EL, Frasnelli J, Hannum M, Hopkins C, Klein H, Mignot C, Mucignat C, Ning Y, Ozturk EE, Peng M, Saatci O, Sell EA, Yan CH, Alfaro R, Cecchetto C, Coureaud G, Herriman RD, Justice JM, Kaushik PK, Koyama S, Overdevest JB, Pirastu N, Ramirez VA, Roberts SC, Smith BC, Cao H, Wang H, Balungwe P, Baguma M, Hummel T, Hayes JE, Reed DR, Niv MY, Munger SD, Parma V. The best COVID-19 predictor is recent smell loss: a cross-sectional study. medRxiv 2020. [PMID: 32743605 DOI: 10.1101/2020.07.22.20157263] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND COVID-19 has heterogeneous manifestations, though one of the most common symptoms is a sudden loss of smell (anosmia or hyposmia). We investigated whether olfactory loss is a reliable predictor of COVID-19. METHODS This preregistered, cross-sectional study used a crowdsourced questionnaire in 23 languages to assess symptoms in individuals self-reporting recent respiratory illness. We quantified changes in chemosensory abilities during the course of the respiratory illness using 0-100 visual analog scales (VAS) for participants reporting a positive (C19+; n=4148) or negative (C19-; n=546) COVID-19 laboratory test outcome. Logistic regression models identified singular and cumulative predictors of COVID-19 status and post-COVID-19 olfactory recovery. RESULTS Both C19+ and C19- groups exhibited smell loss, but it was significantly larger in C19+ participants (mean±SD, C19+: -82.5±27.2 points; C19-: -59.8±37.7). Smell loss during illness was the best predictor of COVID-19 in both single and cumulative feature models (ROC AUC=0.72), with additional features providing no significant model improvement. VAS ratings of smell loss were more predictive than binary chemosensory yes/no-questions or other cardinal symptoms, such as fever or cough. Olfactory recovery within 40 days was reported for ~50% of participants and was best predicted by time since illness onset. CONCLUSIONS As smell loss is the best predictor of COVID-19, we developed the ODoR-19 tool, a 0-10 scale to screen for recent olfactory loss. Numeric ratings ≤2 indicate high odds of symptomatic COVID-19 (10<OR<4), especially when viral lab tests are impractical or unavailable.
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Hannum ME, Ramirez VA, Lipson SJ, Herriman RD, Toskala AK, Lin C, Joseph PV, Reed DR. Objective sensory testing methods reveal a higher prevalence of olfactory loss in COVID-19-positive patients compared to subjective methods: A systematic review and meta-analysis. medRxiv 2020:2020.07.04.20145870. [PMID: 32676608 PMCID: PMC7359533 DOI: 10.1101/2020.07.04.20145870] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19), has currently infected over 6.5 million people worldwide. In response to the pandemic, numerous studies have tried to identify causes and symptoms of the disease. Emerging evidence supports recently acquired anosmia (complete loss of smell) and hyposmia (partial loss of smell) as symptoms of COVID-19, but studies of olfactory dysfunction show a wide range of prevalence, from 5% to 98%. We undertook a search of Pubmed/Medline and Google Scholar with the keywords "COVID-19," "smell," and/or "olfaction." We included any study that quantified olfactory loss as a symptom of COVID-19. Studies were grouped and compared based on the type of method used to measure smell loss-subjective measures such as self-reported smell loss versus objective measures using rated stimuli-to determine if prevalence rate differed by method type. For each study, 95% confidence intervals (CIs) were calculated from point estimates of olfactory disturbance rates. We identified 34 articles quantifying anosmia as a symptom of COVID-19, collected from cases identified from January 16 to April 30, 2020. The pooled prevalence estimate of smell loss was 77% when assessed through objective measurements (95% CI of 61.4-89.2%) and 45% with subjective measurements (95% CI of 31.1-58.5%). Objective measures are a more sensitive method to identify smell loss as a result of infection with SARS-CoV-2; the use of subjective measures, while expedient during the early stages of the pandemic, underestimates the true prevalence of smell loss.
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Affiliation(s)
| | | | - Sarah J. Lipson
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Riley D. Herriman
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Aurora K. Toskala
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Cailu Lin
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
| | - Paule V. Joseph
- Division of Intramural Research, National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, USA
- Division of Intramural Research, National Institute of Nursing Research & National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA
| | - Danielle R. Reed
- Monell Chemical Senses Center, 3500 Market St, Philadelphia PA 19104
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43
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Lin C, Colquitt L, Wise P, Breslin PAS, Rawson NE, Genovese F, Maina I, Joseph P, Fomuso L, Slade L, Brooks D, Miclo A, Hayes JE, Sullo A, Reed DR. Studies of human twins reveal genetic variation that affects dietary fat perception. Chem Senses 2020; 45:bjaa036. [PMID: 32516399 PMCID: PMC7339080 DOI: 10.1093/chemse/bjaa036] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Indexed: 01/09/2023] Open
Abstract
To learn more about the mechanisms of human dietary fat perception, 398 human twins rated fattiness and liking for six types of potato chips that differed in triglyceride content (2.5, 5, 10, and 15% corn oil); reliability estimates were obtained from a subset (n = 50) who did the task twice. Some chips also had a saturated long-chain fatty acid (hexadecanoic acid, 16:0) added (0.2%) to evaluate its effect on fattiness and liking. We computed the heritability of these measures and conducted a genome-wide association study (GWAS) to identify regions of the genome that co-segregate with fattiness and liking. Perceived fattiness and liking for the potato chips were reliable (r = 0.31-0.62, p < 0.05) and heritable (up to h2 = 0.29, p < 0.001, for liking). Adding hexadecanoic acid to the potato chips significantly increased ratings of fattiness but decreased liking. Twins with the G allele of rs263429 near GATA3-AS1 or the G allele of rs8103990 within ZNF729 reported more liking for potato chips than did twins with the other allele (multivariate GWAS, p < 1×10-5), with results reaching genome-wide suggestive but not significance criteria. Person-to-person variation in the perception and liking of dietary fat was (a) negatively affected by the addition of a saturated fatty acid and (b) related to inborn genetic variants. These data suggest liking for dietary fat is not due solely to fatty acid content and highlight new candidate genes and proteins within this sensory pathway.
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Affiliation(s)
- Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | | | - Paul Wise
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | | | | | | | - Ivy Maina
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Paule Joseph
- Sensory Science and Metabolism Unit, Biobehavioral Branch, Division of Intramural Research, National Institutes of Health, Department of Health and Human Services, Bethesda, MD, USA
| | | | - Louise Slade
- Food Polymer Science Consultancy, Morris Plains, NJ, USA
| | | | - Aurélie Miclo
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | - John E Hayes
- Sensory Evaluation Center, and Department of Food Science, College of Agricultural Sciences, Pennsylvania State University, University Park, PA, USA
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44
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Douglas JE, Lin C, Mansfield CJ, Arayata CJ, Cowart BJ, Spielman AI, Adappa ND, Palmer JN, Cohen NA, Reed DR. Tissue-Dependent Expression of Bitter Receptor TAS2R38 mRNA. Chem Senses 2019; 44:33-40. [PMID: 30351347 DOI: 10.1093/chemse/bjy066] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
TAS2R38 is a human bitter receptor gene with a common but inactive allele; people homozygous for the inactive form cannot perceive low concentrations of certain bitter compounds. The frequency of the inactive and active forms of this receptor is nearly equal in many human populations, and heterozygotes with 1 copy of the active form and 1 copy of the inactive form have the most common diplotype. However, even though they have the same genotype, heterozygotes differ markedly in their perception of bitterness, perhaps in part because of differences in TAS2R38 mRNA expression. Other tissues express this receptor too, including the nasal sinuses, where it contributes to pathogen defense. We, therefore, wondered whether heterozygous people had a similar wide range of TAS2R38 mRNA in sinonasal tissue and whether those with higher TAS2R38 mRNA expression in taste tissue were similarly high expressers in nasal tissue. To that end, we measured gene expression by quantitative PCR in taste and sinonasal tissue and found that expression abundance in one tissue was not related to the other. We confirmed the independence of expression in other tissue pairs expressing TAS2R38 mRNA, such as pancreas and small intestine, using autopsy data from the Genotype-Tissue Expression project (although people with high expression of TAS2R38 mRNA in colon also tended to have higher expression in the small intestine). Thus, taste tissue TAS2R38 mRNA expression among heterozygotes is unlikely to predict expression in other tissues, perhaps reflecting tissue-dependent function, and hence regulation, of this protein.
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Affiliation(s)
- Jennifer E Douglas
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA.,Monell Chemical Senses Center, Philadelphia, PA, USA
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, USA
| | | | | | | | - Andrew I Spielman
- Department of Basic Science and Craniofacial Biology, New York University College of Dentistry, New York, NY, USA
| | - Nithin D Adappa
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | - James N Palmer
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA, USA.,Monell Chemical Senses Center, Philadelphia, PA, USA.,Philadelphia Veterans Affairs Medical Center Surgical Services, Philadelphia, PA, USA
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45
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Reed DR, Mainland JD, Arayata CJ. Sensory nutrition: The role of taste in the reviews of commercial food products. Physiol Behav 2019; 209:112579. [PMID: 31199938 DOI: 10.1016/j.physbeh.2019.112579] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 06/10/2019] [Accepted: 06/10/2019] [Indexed: 11/17/2022]
Abstract
Many factors play a role in choosing what to eat or drink. We explored the role of sensation to explain these differences, drawing on consumer reviews for commercially available food products sold through an online retailer. We analyzed 393,568 unique food product reviews from Amazon customers with a total of 256,043 reviewers rating 67,553 products. Taste-associated words were mentioned more than words associated with price, food texture, customer service, nutrition, smell, or those referring to the trigeminal senses, e.g., "spicy". We computed the overall number of reviews that mentioned taste qualities: the word taste was mentioned in over 30% of the reviews (N = 142,768), followed by sweet (10.7%, N = 42,315), bitter (2.9%, N = 11,424), sour (2.1%, N = 8252) and salty (1.4%, N = 5688). We identified 38 phrases used to describe the evaluation of sweetness, finding that 'too sweet' was used in nearly 0.8% of the reviews and oversweetness was mentioned over 25 times more often than under-sweetness. We then focused on 'polarizing' products, those that elicited a wide difference of opinion (as measured by the ranges of the product ratings). Using the products that had more than 50 reviews, we identified the top 10 most polarizing foods and provide representative comments about the polarized taste experience of consumers. Overall, these results support the primacy of taste in real-world food ratings and individualized taste experience, such as whether a product is 'too sweet'. Analysis of consumer review data sets can provide information about purchasing decisions and customer sensory responses to particular commercially available products and represents a promising methodology for the emerging field of sensory nutrition.
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Affiliation(s)
- Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, PA 19104, United States of America.
| | - Joel D Mainland
- Monell Chemical Senses Center, Philadelphia, PA 19104, United States of America
| | - Charles J Arayata
- Monell Chemical Senses Center, Philadelphia, PA 19104, United States of America
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46
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Hwang LD, Lin C, Gharahkhani P, Cuellar-Partida G, Ong JS, An J, Gordon SD, Zhu G, MacGregor S, Lawlor DA, Breslin PAS, Wright MJ, Martin NG, Reed DR. New insight into human sweet taste: a genome-wide association study of the perception and intake of sweet substances. Am J Clin Nutr 2019; 109:1724-1737. [PMID: 31005972 PMCID: PMC6537940 DOI: 10.1093/ajcn/nqz043] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Accepted: 03/01/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Individual differences in human perception of sweetness are partly due to genetics; however, which genes are associated with the perception and the consumption of sweet substances remains unclear. OBJECTIVE The aim of this study was to verify previous reported associations within genes involved in the peripheral receptor systems (i.e., TAS1R2, TAS1R3, and GNAT3) and reveal novel loci. METHODS We performed genome-wide association scans (GWASs) of the perceived intensity of 2 sugars (glucose and fructose) and 2 high-potency sweeteners (neohesperidin dihydrochalcone and aspartame) in an Australian adolescent twin sample (n = 1757), and the perceived intensity and sweetness and the liking of sucrose in a US adult twin sample (n = 686). We further performed GWASs of the intake of total sugars (i.e., total grams of all dietary mono- and disaccharides per day) and sweets (i.e., handfuls of candies per day) in the UK Biobank sample (n = ≤174,424 white-British individuals). All participants from the 3 independent samples were of European ancestry. RESULTS We found a strong association between the intake of total sugars and the single nucleotide polymorphism rs11642841 within the FTO gene on chromosome 16 (P = 3.8 × 10-8) and many suggestive associations (P < 1.0 × 10-5) for each of the sweet perception and intake phenotypes. We showed genetic evidence for the involvement of the brain in both sweet taste perception and sugar intake. There was limited support for the associations with TAS1R2, TAS1R3, and GNAT3 in all 3 European samples. CONCLUSIONS Our findings indicate that genes additional to those involved in the peripheral receptor system are also associated with the sweet taste perception and intake of sweet-tasting foods. The functional potency of the genetic variants within TAS1R2, TAS1R3, and GNAT3 may be different between ethnic groups and this warrants further investigations.
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Affiliation(s)
- Liang-Dar Hwang
- The University of Queensland Diamantina Institute, The University of Queensland, Translational Research Institute, Brisbane, Queensland, Australia,QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia,Faculty of Medicine,Address correspondence to LDH (e-mail: )
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA
| | - Puya Gharahkhani
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Gabriel Cuellar-Partida
- The University of Queensland Diamantina Institute, The University of Queensland, Translational Research Institute, Brisbane, Queensland, Australia,Faculty of Medicine
| | - Jue-Sheng Ong
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia,Faculty of Medicine
| | - Jiyuan An
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Gu Zhu
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Deborah A Lawlor
- MRC Integrative Epidemiology Unit,Population Health Science, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Paul A S Breslin
- Monell Chemical Senses Center, Philadelphia, PA,Department of Nutritional Sciences, School of Environmental and Biological Sciences, Rutgers University, New Brunswick, NJ
| | - Margaret J Wright
- Queensland Brain Institute,Centre for Advanced Imaging, The University of Queensland, Brisbane, Queensland, Australia
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, PA,Address correspondence to DRR (e-mail: )
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47
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Shaw L, Mansfield C, Colquitt L, Lin C, Ferreira J, Emmetsberger J, Reed DR. Personalized expression of bitter 'taste' receptors in human skin. PLoS One 2018; 13:e0205322. [PMID: 30332676 PMCID: PMC6192714 DOI: 10.1371/journal.pone.0205322] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Accepted: 09/24/2018] [Indexed: 12/18/2022] Open
Abstract
The integumentary (i.e., skin) and gustatory systems both function to protect the human body and are a first point of contact with poisons and pathogens. These systems may share a similar protective mechanism because, as we show here, both human taste and skin cells express mRNA for bitter ‘taste’ receptors (TAS2Rs). We used gene-specific methods to measure mRNA from all known bitter receptor genes in adult human skin from freshly biopsied samples and from samples collected at autopsy from the Genotype-Tissue Expression project. Human skin expressed some but not all TAS2Rs, and for those that were expressed, the relative amounts differed markedly among individuals. For some TAS2Rs, mRNA abundance was related to presumed sun exposure based on the location from which the skin sample was collected (TAS2R14, TAS2R30, TAS2R42, and TAS2R60), sex (TAS2R3, TAS2R4, TAS2R8, TAS2R9, TAS2R14, and TAS2R60), and age (TAS2R5), although these effects were not large. These findings contribute to our understanding of extraoral expression of chemosensory receptors.
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Affiliation(s)
- Lauren Shaw
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Corrine Mansfield
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Lauren Colquitt
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Cailu Lin
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
| | - Jaime Ferreira
- Estee Lauder Companies, Inc., Melville, NY, United States of America
| | | | - Danielle R. Reed
- Monell Chemical Senses Center, Philadelphia, PA, United States of America
- * E-mail:
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48
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Hwang LD, Gharahkhani P, Breslin PAS, Gordon SD, Zhu G, Martin NG, Reed DR, Wright MJ. Bivariate genome-wide association analysis strengthens the role of bitter receptor clusters on chromosomes 7 and 12 in human bitter taste. BMC Genomics 2018; 19:678. [PMID: 30223776 PMCID: PMC6142396 DOI: 10.1186/s12864-018-5058-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 09/06/2018] [Indexed: 12/24/2022] Open
Abstract
Background Human perception of bitter substances is partially genetically determined. Previously we discovered a single nucleotide polymorphism (SNP) within the cluster of bitter taste receptor genes on chromosome 12 that accounts for 5.8% of the variance in the perceived intensity rating of quinine, and we strengthened the classic association between TAS2R38 genotype and the bitterness of propylthiouracil (PROP). Here we performed a genome-wide association study (GWAS) using a 40% larger sample (n = 1999) together with a bivariate approach to detect previously unidentified common variants with small effects on bitter perception. Results We identified two signals, both with small effects (< 2%), within the bitter taste receptor clusters on chromosomes 7 and 12, which influence the perceived bitterness of denatonium benzoate and sucrose octaacetate respectively. We also provided the first independent replication for an association of caffeine bitterness on chromosome 12. Furthermore, we provided evidence for pleiotropic effects on quinine, caffeine, sucrose octaacetate and denatonium benzoate for the three SNPs on chromosome 12 and the functional importance of the SNPs for denatonium benzoate bitterness. Conclusions These findings provide new insights into the genetic architecture of bitter taste and offer a useful starting point for determining the biological pathways linking perception of bitter substances. Electronic supplementary material The online version of this article (10.1186/s12864-018-5058-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Liang-Dar Hwang
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, 4006, Australia. .,Queensland Brain Institute, University of Queensland, Brisbane, Queensland, 4072, Australia. .,Faculty of Medicine, University of Queensland, Brisbane, Queensland, 4006, Australia. .,University of Queensland Diamantina Institute, University of Queensland, Translational Research Institute, Brisbane, Queensland, 4102, Australia.
| | - Puya Gharahkhani
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, 4006, Australia
| | - Paul A S Breslin
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, 19104, USA.,Department of Nutritional Sciences, School of Environmental and Biological Sciences, Rutgers University, New Brunswick, NJ, 08901, USA
| | - Scott D Gordon
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, 4006, Australia
| | - Gu Zhu
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, 4006, Australia
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, 4006, Australia
| | - Danielle R Reed
- Monell Chemical Senses Center, Philadelphia, Pennsylvania, 19104, USA
| | - Margaret J Wright
- Queensland Brain Institute, University of Queensland, Brisbane, Queensland, 4072, Australia.,Centre for Advanced Imaging, University of Queensland, Brisbane, Queensland, 4072, Australia
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Douglas JE, Mansfield CJ, Arayata CJ, Cowart BJ, Colquitt LR, Maina IW, Blasetti MT, Cohen NA, Reed DR. Taste Exam: A Brief and Validated Test. J Vis Exp 2018. [PMID: 30176005 DOI: 10.3791/56705] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The emerging importance of taste in medicine and biomedical research, and new knowledge about its genetic underpinnings, has motivated us to supplement classic taste-testing methods in two ways. First, we explain how to do a brief assessment of the mouth, including the tongue, to ensure that taste papillae are present and to note evidence of relevant disease. Second, we draw on genetics to validate taste test data by comparing reports of perceived bitterness intensity and inborn receptor genotypes. Discordance between objective measures of genotype and subjective reports of taste experience can identify data collection errors, distracted subjects or those who have not understood or followed instructions. Our expectation is that fast and valid taste tests may persuade researchers and clinicians to assess taste regularly, making taste testing as common as testing for hearing and vision. Finally, because many tissues of the body express taste receptors, taste responses may provide a proxy for tissue sensitivity elsewhere in the body and, thereby, serve as a rapid, point-of-care test to guide diagnosis and a research tool to evaluate taste receptor protein function.
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Affiliation(s)
- Jennifer E Douglas
- Perelman School of Medicine at the University of Pennsylvania; Monell Chemical Senses Center
| | | | | | | | | | - Ivy W Maina
- Perelman School of Medicine at the University of Pennsylvania; Monell Chemical Senses Center
| | - Mariel T Blasetti
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Hospital of the University of Pennsylvania
| | - Noam A Cohen
- Department of Otorhinolaryngology-Head and Neck Surgery, Division of Rhinology, Hospital of the University of Pennsylvania
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50
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Freund JR, Mansfield CJ, Doghramji LJ, Adappa ND, Palmer JN, Kennedy DW, Reed DR, Jiang P, Lee RJ. Activation of airway epithelial bitter taste receptors by Pseudomonas aeruginosa quinolones modulates calcium, cyclic-AMP, and nitric oxide signaling. J Biol Chem 2018; 293:9824-9840. [PMID: 29748385 DOI: 10.1074/jbc.ra117.001005] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Revised: 04/17/2018] [Indexed: 12/12/2022] Open
Abstract
Bitter taste receptors (taste family 2 bitter receptor proteins; T2Rs), discovered in many tissues outside the tongue, have recently become potential therapeutic targets. We have shown previously that airway epithelial cells express several T2Rs that activate innate immune responses that may be important for treatment of airway diseases such as chronic rhinosinusitis. It is imperative to more clearly understand what compounds activate airway T2Rs as well as their full range of functions. T2R isoforms in airway motile cilia (T2R4, -14, -16, and -38) produce bactericidal levels of nitric oxide (NO) that also increase ciliary beating, promoting clearance of mucus and trapped pathogens. Bacterial quorum-sensing acyl-homoserine lactones activate T2Rs and stimulate these responses in primary airway cells. Quinolones are another type of quorum-sensing molecule used by Pseudomonas aeruginosa To elucidate whether bacterial quinolones activate airway T2Rs, we analyzed calcium, cAMP, and NO dynamics using a combination of fluorescent indicator dyes and FRET-based protein biosensors. T2R-transfected HEK293T cells, several lung epithelial cell lines, and primary sinonasal cells grown and differentiated at the air-liquid interface were tested with 2-heptyl-3-hydroxy-4-quinolone (known as Pseudomonas quinolone signal; PQS), 2,4-dihydroxyquinolone, and 4-hydroxy-2-heptylquinolone (HHQ). In HEK293T cells, PQS activated T2R4, -16, and -38, whereas HHQ activated T2R14. 2,4-Dihydroxyquinolone had no effect. PQS and HHQ increased calcium and decreased both baseline and stimulated cAMP levels in cultured and primary airway cells. In primary cells, PQS and HHQ activated levels of NO synthesis previously shown to be bactericidal. This study suggests that airway T2R-mediated immune responses are activated by bacterial quinolones as well as acyl-homoserine lactones.
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Affiliation(s)
- Jenna R Freund
- From the Departments of Otorhinolaryngology-Head and Neck Surgery and
| | | | | | - Nithin D Adappa
- From the Departments of Otorhinolaryngology-Head and Neck Surgery and
| | - James N Palmer
- From the Departments of Otorhinolaryngology-Head and Neck Surgery and
| | - David W Kennedy
- From the Departments of Otorhinolaryngology-Head and Neck Surgery and
| | - Danielle R Reed
- the Monell Chemical Senses Center, Philadelphia, Pennsylvania 19104
| | - Peihua Jiang
- the Monell Chemical Senses Center, Philadelphia, Pennsylvania 19104
| | - Robert J Lee
- From the Departments of Otorhinolaryngology-Head and Neck Surgery and .,Physiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania 19104 and
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