Exploring the Diagnostic Utility of Tear IgE and Lid Wiper Epitheliopathy in Ocular Allergy Among Individuals with Hay Fever
Abstract
1. Introduction
2. Results
2.1. Participants’ Details
2.2. History of Use of Medications
2.3. Characteristics of Eye Rubbing
2.4. Clinical Measurements
2.5. Clinical Correlation Between Tear IgE and Clinical Findings
- Eye rubbing frequency score (rho = 0.63, p < 0.001);
- MiniRQLQ score (rho = 0.59, p < 0.001);
- QUICK score (rho = 0.55, p < 0.001);
- Lower LWE (rho = 0.41, p = 0.01).
2.6. Eye Rubbing and LWE
- LWE lower lid and:
- ▪
- Bulbar redness (rho = 0.60, p < 0.001);
- ▪
- Presence of dendritic cells (rho = 0.54, p = 0.005);
- ▪
- MiniRQLQ scores (rho = 0.51, p = 0.003);
- ▪
- LWE of upper lid (rho = 0.50, p = 0.004); and
- ▪
- QUICK scores (rho = 0.47, p = 0.006).
- Eye rubbing frequency scores and:
- ▪
- MiniRQLQ scores (rho = 0.54, p = 0.001); and
- ▪
- QUICK scores (rho = 0.60, p < 0.001).
2.7. ROC
3. Discussion
3.1. Clinical Predictors of OA
3.2. Friction and Eye Rubbing
- Self-reporting of hay fever
- Eye rubbing frequency score
- QUICK
- MiniRQLQ
- 5.
- Tear IgE biomarker
- 6.
- Bulbar redness
- 7.
- Palpebral roughness
- 8.
- Lid wiper epitheliopathy
4. Materials and Methods
4.1. Symptom Assessment and Questionnaire-Based Clinical Measures
4.2. Laboratory Biomarkers: Tear IgE and MMP-9
4.3. Clinical Measurements
4.4. Statistical Analysis
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
OA | Ocular Allergy |
HCs | Healthy Controls |
AC | Allergic Conjunctivitis |
AR | Allergic Rhinitis |
SAC | Seasonal Allergic Conjunctivitis |
PAC | Perennial Allergic Conjunctivitis |
VKC | Vernal Keratoconjunctivitis |
AKC | Atopic Keratoconjunctivitis |
GPC | Giant Papillary Conjunctivitis |
CBC | Contact Blepharoconjunctivitis |
QUICK | Quality of Life of Children with Allergic Keratoconjunctivitis |
MiniRQLQ | Mini-Rhinoconjunctivitis Quality of Life Questionnaire |
QoL | Quality of Life |
LWE | Lid Wiper Epitheliopathy |
OADT | OcuAllergy Diagnostic Toolkit |
AAO | American Academy of Ophthalmology |
ASCIA | Australasian Society of Clinical Immunology and Allergy |
HRT | Heidelberg Retinal Tomography |
POCT | Point of Care Test |
DUHREC | The Deakin University Human Research Ethics Committee |
AUC | Area Under the Curve |
ROC | Receiver Operating Characteristic Curve |
References
- Health Conditions Prevalence. 2022 | Australian Bureau of Statistics 2023. Available online: https://www.abs.gov.au/statistics/health/health-conditions-and-risks/health-conditions-prevalence/latest-release (accessed on 19 July 2024).[Green Version]
- Owen, A.J.A.; Punt, J.; Stranford, S.A. Kuby Immunology, 7th ed.; WH Freeman: New York, NY, USA, 2018. [Google Scholar][Green Version]
- Villegas, B.V.; Benitez-del-Castillo, J.M. Current Knowledge in Allergic Conjunctivitis. Turk. J. Ophthalmol. 2021, 51, 45–54. [Google Scholar] [CrossRef]
- Dhankhar, A.; Darssan, D.; Dey, S.; Lampugnani, E.R.; Haberle, S.; Katelaris, C.; Burton, P.; Nattala, U.; Osborne, N.J. Influence of ENSO, droughts, and temperature rise on pollen and pollen seasons in Australia. Sci. Total Environ. 2025, 975, 179326. [Google Scholar] [CrossRef]
- Leonardi, A.; Bogacka, E.; Fauquert, J.L.; Kowalski, M.L.; Groblewska, A.; Jedrzejczak-Czechowicz, M.; Doan, S.; Marmouz, F.; Demoly, P.; Delgado, L. Ocular allergy: Recognizing and diagnosing hypersensitivity disorders of the ocular surface. Allergy 2012, 67, 1327–1337. [Google Scholar] [CrossRef]
- Petricek, I.; Prost, M.; Popova, A. The Differential Diagnosis of Red Eye: A Survey of Medical Practitioners from Eastern Europe and the Middle East. Ophthalmologica 2006, 220, 229–237. [Google Scholar] [CrossRef]
- Varu, D.M.; Rhee, M.K.; Akpek, E.K.; Amescua, G.; Farid, M.; Garcia-Ferrer, F.J.; Lin, A.; Musch, D.C.; Mah, F.S.; Dunn, S.P. Conjunctivitis Preferred Practice Pattern®. Ophthalmology 2019, 126, P94–P169. [Google Scholar] [CrossRef]
- Leonardi, A. Allergy and allergic mediators in tears. Exp. Eye Res. 2013, 117, 106–117. [Google Scholar] [CrossRef]
- Aydin, E.; Callahan, D.L.; Chong, L.; Azizoglu, S.; Gokhale, M.; Suphioglu, C. The Plight of the Metabolite: Oxidative Stress and Tear Film Destabilisation Evident in Ocular Allergy Sufferers across Seasons in Victoria, Australia. Int. J. Mol. Sci. 2024, 25, 4019. [Google Scholar] [CrossRef]
- Balasubramanian, S.A.; Pye, D.C.; Willcox, M.D. Effects of eye rubbing on the levels of protease, protease activity and cytokines in tears: Relevance in keratoconus. Clin. Exp. Optom. 2013, 96, 214–218. [Google Scholar] [CrossRef]
- Belmonte, C. Pain, Dryness, and Itch Sensations in Eye Surface Disorders Are Defined by a Balance Between Inflammation and Sensory Nerve Injury. Cornea 2019, 38, S11–S24. [Google Scholar] [CrossRef]
- Pult, H.; Tosatti, S.G.P.; Spencer, N.D.; Asfour, J.-M.; Ebenhoch, M.; Murphy, P.J. Spontaneous Blinking from a Tribological Viewpoint. Ocul. Surf. 2015, 13, 236–249. [Google Scholar] [CrossRef]
- Nečas, D.; Kulíšek, V.; Štěpán, P.; Ondreáš, F.; Čípek, P.; Huerta-Angeles, G.; Vrbka, M. Friction and Lubrication of Eye/Lens/Lid Interface: The Effect of Lubricant and Contact Lens Material. Tribol. Lett. 2023, 71, 118. [Google Scholar] [CrossRef]
- Bawazeer, A.; Hodge, W.; Lorimer, B. Atopy and keratoconus: A multivariate analysis. Br. J. Ophthalmol. 2000, 84, 834–836. [Google Scholar] [CrossRef] [PubMed]
- Ben-Eli, H.; Erdinest, N.; Solomon, A. Pathogenesis and complications of chronic eye rubbing in ocular allergy. Curr. Opin. Allergy Clin. Immunol. 2019, 19, 526–534. [Google Scholar] [CrossRef] [PubMed]
- Hashemi, H.; Heydarian, S.; Hooshmand, E.; Saatchi, M.; Yekta, A.; Aghamirsalim, M.; Valadkhan, M.; Mortazavi, M.; Hashemi, A.; Khabazkhoob, M. The Prevalence and Risk Factors for Keratoconus: A Systematic Review and Meta-Analysis. Cornea 2020, 39, 263–270. [Google Scholar] [CrossRef] [PubMed]
- Naderan, M.; Rajabi, M.T.; Zarrinbakhsh, P.; Bakhshi, A. Effect of Allergic Diseases on Keratoconus Severity. Ocul. Immunol. Inflamm. 2017, 25, 418–423. [Google Scholar] [CrossRef]
- Najmi, H.; Mobarki, Y.; Mania, K.; Altowairqi, B.; Basehi, M.; Mahfouz, M.S.; Elmahdy, M. The correlation between keratoconus and eye rubbing: A review. Int. J. Ophthalmol. 2019, 12, 1775–1781. [Google Scholar] [CrossRef]
- Wang, Q.; Deng, Y.; Li, S.; Du, X.; Zhao, X.; Zhang, T.; Yuan, J. Corneal biomechanical changes in allergic conjunctivitis. Eye Vis. 2021, 8, 17. [Google Scholar] [CrossRef]
- Greiner, J.V.; Leahy, C.D.; Welter, D.A.; Hearn, S.L.; Weidman, T.A.; Korb, D.R. Histopathology of the Ocular Surface After Eye Rubbing. Cornea 1997, 16, 327. [Google Scholar] [CrossRef]
- McMonnies, C.W.; Alharbi, A.; Boneham, G.C. Epithelial Responses to Rubbing-Related Mechanical Forces. Cornea 2010, 29, 1223–1231. [Google Scholar] [CrossRef]
- Aydin, E.; Dhar, P.; Gokhale, M.; Chong, L.; Azizoglu, S.; Suphioglu, C. A Review of Emerging Tear Proteomics Research on the Ocular Surface in Ocular Allergy. Biology 2022, 11, 312. [Google Scholar] [CrossRef]
- Bao, J.; Tian, L.; Meng, Y.; Wu, B.; Wang, J.; He, J.; Shao, Q.; Wang, C.; Jie, Y.; Zhang, L. Total IgE in tears accurately reflects the severity and predicts the prognosis of seasonal allergic conjunctivitis. Clin. Transl. Allergy 2022, 12, e12139. [Google Scholar] [CrossRef]
- Inada, N.; Shoji, J.; Kato, H.; Kiely, S.; Mulyanto Sawa, M. Clinical Evaluation of Total IgE in Tears of Patients with Allergic Conjunctivitis Disease Using a Novel Application of the Immunochromatography Method. Allergol. Int. 2009, 58, 585–589. [Google Scholar] [CrossRef]
- Chotikavanich, S.; de Paiva, C.S.; Li, D.Q.; Chen, J.J.; Bian, F.; Farley, W.J.; Pflugfelder, S.C. Production and Activity of Matrix Metalloproteinase-9 on the Ocular Surface Increase in Dysfunctional Tear Syndrome. Investig. Ophthalmol. Vis. Sci. 2009, 50, 3203–3209. [Google Scholar] [CrossRef] [PubMed]
- Mazzotta, C.; Traversi, C.; Mellace, P.; Bagaglia, S.A.; Zuccarini, S.; Mencucci, R.; Jacob, S. Keratoconus Progression in Patients with Allergy and Elevated Surface Matrix Metalloproteinase 9 Point-of-Care Test. Eye Contact Lens Sci. Clin. Pract. 2018, 44, S48–S53. [Google Scholar] [CrossRef] [PubMed]
- Lanza, N.L.; Valenzuela, F.; Perez, V.L.; Galor, A. The Matrix Metalloproteinase 9 Point-of-Care Test in Dry Eye. Ocul. Surf. 2016, 14, 189–195. [Google Scholar] [CrossRef]
- Insua Pereira, E.; Sampaio, A.P.; Lira, M. Effects of contact lens wear on tear inflammatory biomarkers. Contact Lens Anterior Eye 2022, 45, 101600. [Google Scholar] [CrossRef]
- Wolffsohn, J.S.; Benítez-Del-Castillo, J.; Loya-Garcia, D.; Inomata, T.; Iyar, G.; Liang, L.; Pult, H.; Sabater, A.L.; Starr, C.E.; Vehof, J.; et al. TFOS DEWS III Diagnostic Methodology. Am. J. Ophthalmol. 2025, 279, 387–450. [Google Scholar] [CrossRef]
- Sacchetti, M.; Baiardini, I.; Lambiase, A.; Aronni, S.; Fassio, O.; Gramiccioni, C.; Bonini, S.; Bonini, S. Development and testing of the quality of life in children with vernal keratoconjunctivitis questionnaire. Am. J. Ophthalmol. 2007, 144, 557–563. [Google Scholar] [CrossRef]
- Aydin, E.; Nie, S.; Serap Azizoglu Chong, L.; Gokhale, M.; Suphioglu, C. What’s the situation with ocular inflammation? A cross-seasonal investigation of proteomic changes in ocular allergy sufferers’ tears in Victoria, Australia. Front. Immunol. 2024, 15, 1386344. [Google Scholar] [CrossRef]
- Christiansen, A.R.; Bentley, S.A.; Edwards, K.; Carkeet, A. Ocular allergy and quality of life in a regional Australian optometry practice. Clin. Exp. Optom. 2025, 24, 1–7. [Google Scholar] [CrossRef]
- Insler, M.S.; Lim, J.M.; Queng, J.T.; Wanissorn, C.; McGovern, J.P. Tear and serum IgE concentrations by Tandem-R IgE immunoradiometric assay in allergic patients. Ophthalmology 1987, 94, 945–948. [Google Scholar] [CrossRef]
- Juniper, E.F.; Guyatt, G.H.; Dolovich, J. Assessment of quality of life in adolescents with allergic rhinoconjunctivitis: Development and testing of a questionnaire for clinical trials. J. Allergy Clin. Immunol. 1994, 93, 413–423. [Google Scholar] [CrossRef]
- Kari, O.; Salo, O.P.; Björkstén, F.; Backman, A. Allergic conjunctivitis, total and specific IgE in the tear fluid. Acta Ophthalmol. 1985, 63, 97–99. [Google Scholar] [CrossRef]
- Neil, J.; Kessal, K.; Merabet, L.; Kobal, A.; Bouhadiba, S.; Poilane, C.; Riancho, L.; Bury, T.; Baudouin, C.; Brignole-Baudouin, F. IgE Ratio in Tears: A Predictive Tool of Ocular Allergic Inflammation. Ocul. Immunol. Inflamm. 2020, 28, 775–785. [Google Scholar] [CrossRef]
- Nomura, K.; Takamura, E. Tear IgE concentrations in allergic conjunctivitis. Eye 1998, 12, 296–298. [Google Scholar] [CrossRef]
- Palmares, J.; Delgado, L.; Cidade, M.; Quadrado, M.J.; Filipe, H.P. Allergic Conjunctivitis: A National Cross-Sectional Study of Clinical Characteristics and Quality of Life. Eur. J. Ophthalmol. 2010, 20, 257–264. [Google Scholar] [CrossRef]
- Leonardi, A.; Piliego, F.; Castegnaro, A.; Lazzarini, D.; La Gloria Valerio, A.; Mattana, P.; Fregona, I. Allergic conjunctivitis: A cross-sectional study. Clin. Exp. Allergy 2015, 45, 1118–1125. [Google Scholar] [CrossRef]
- Leonardi, A.; Doan, S.; Fauquert, J.L.; Bozkurt, B.; Allegri, P.; Marmouz, F.; Rondon, C.; Jedrzejczak, M.; Hellings, P.; Delgado, L.; et al. Diagnostic tools in ocular allergy. Allergy 2017, 72, 1485–1498. [Google Scholar] [CrossRef]
- McMonnies, C.W.; Boneham, G.C. Keratoconus, allergy, itch, eye-rubbing and hand-dominance. Clin. Exp. Optom. 2003, 86, 376–384. [Google Scholar] [CrossRef]
- Shang, X.; Zhang, Y.; Luo, S.; Liu, M.; Li, H.; Fang, X.; Xie, Z.; Xiao, X.; Yang, Z.; Lin, Y.; et al. Tear IgE point-of-care testing for differentiating type I and type IV allergic conjunctivitis. Front. Med. 2025, 12, 1577656. [Google Scholar] [CrossRef]
- Bron, A.J.; de Paiva, C.S.; Chauhan, S.K.; Bonini, S.; Gabison, E.E.; Jain, S.; Knop, E.; Markoulli, M.; Ogawa, Y.; Perez, V.; et al. TFOS DEWS II pathophysiology report. Ocul. Surf. 2017, 15, 438–510. [Google Scholar] [CrossRef] [PubMed]
- Pflugfelder, S.C.; Bian, F.; de Paiva, C.S. Matrix metalloproteinase-9 in the pathophysiology and diagnosis of dry eye syndrome. Met. Med. 2017, 4, 37–46. [Google Scholar] [CrossRef]
- Mutlu, M.; Sarac, O.; Cağıl, N.; Avcıoğlu, G. Relationship between tear eotaxin-2 and MMP-9 with ocular allergy and corneal topography in keratoconus patients. Int. Ophthalmol. 2020, 40, 51–57. [Google Scholar] [CrossRef] [PubMed]
- Marques, J.C.; Ladislau De Carvalho, K.I.; Xavier, R.; Nosé, W.; Rizzo, L.V. Inflammatory profile of keratoconic corneal epithelium. BMC Ophthalmol. 2023, 23, 326. [Google Scholar] [CrossRef]
- Hu, J.; Gao, N.; Zhang, Y.; Chen, X.; Li, J.; Bian, F.; Chi, W.; Liu, Z.; de Paiva, C.S.; Pflugfelder, S.C.; et al. IL-33/ST2/IL-9/IL-9R signaling disrupts ocular surface barrier in allergic inflammation. Mucosal Immunol. 2020, 13, 919–930. [Google Scholar] [CrossRef]
- Janiszewska-Bil, D.; Grabarek, B.O.; Lyssek-Boroń, A.; Kiełbasińska, A.; Kuraszewska, B.; Wylęgała, E.; Krysik, K. Comparative Analysis of Corneal Wound Healing: Differential Molecular Responses in Tears Following PRK, FS-LASIK, and SMILE Procedures. Biomedicines 2024, 12, 2289. [Google Scholar] [CrossRef]
- Ghafar, N.A.; Jalil, N.A.A.; Kamarudin, T.A. Wound healing of the corneal epithelium: A review. Asian Biomed. Res. Rev. News 2021, 15, 199–212. [Google Scholar] [CrossRef]
- Kamath, V.; Arvind, A.; Bhuvana, K. Lid wiper epitheliopathy in symptomatic and asymptomatic dry eye subjects. Indian J. Ophthalmol. 2023, 71, 1499–1502. [Google Scholar] [CrossRef]
- Pult, H.; Purslow, C.; Murphy, P.J. The relationship between clinical signs and dry eye symptoms. Eye 2011, 25, 502–510. [Google Scholar] [CrossRef]
- McMonnies, C.W. Incomplete blinking: Exposure keratopathy, lid wiper epitheliopathy, dry eye, refractive surgery, and dry contact lenses. Contact Lens Anterior Eye 2007, 30, 37–51. [Google Scholar] [CrossRef]
- Yeniad, B.; Beginoglu, M.; Bilgin, L.K. Lid-Wiper Epitheliopathy in Contact Lens Users and Patients with Dry Eye. Eye Contact Lens 2010, 36, 140. [Google Scholar] [CrossRef] [PubMed]
- Velazquez, B.M.C.; Gonzalez-Diaz, S.; Mohamed-Hamsho, J.; Mohamed-Noriega, K.; Morales-Wong, F.; Acuña-Ortega, N.; De Lira-Quezada, C. Ocular Allergy: The Importance of Identifying Sensitization, Clinical Profiles and Quality of Life. J. Allergy Clin. Immunol. 2025, 155, AB162. [Google Scholar] [CrossRef]
- Mikhail, E.; Azizoglu, S.; Gokhale, M.; Suphioglu, C. Questionnaires Assessing the Quality of Life of Ocular Allergy Patients. J. Allergy Clin. Immunol. Pract. 2020, 8, 2945–2952. [Google Scholar] [CrossRef]
- Juniper, E.F.; Thompson, A.K.; Ferrie, P.J.; Roberts, J.N. Development and validation of the mini Rhinoconjunctivitis Quality of Life Questionnaire. Clin. Exp. Allergy 2000, 30, 132–140. [Google Scholar] [CrossRef] [PubMed]
- Terry, R.L.; Schnider, C.M.; Holden, B.A.; Cornish, R.; Grant, T.; Sweeney, D.; LA Hood, D.; Back, A. CCLRU standards for success of daily and extended wear contact lenses. Optom. Vis. Sci. 1993, 70, 234–243. [Google Scholar] [CrossRef]
- Lievens, C.W.; Norgett, Y.; Allen, P.M.; Vianya-Estopa, M. Development and validation of a new photographic scale to grade lid wiper epitheliopathy. Contact Lens Anterior Eye 2023, 46, 101773. [Google Scholar] [CrossRef]
- Chen, Q.; Wang, L.; Zhang, Y.; Xu, X.; Wei, Z.; Zhang, Z.; Wei, Y.; Pang, J.; Guo, X.; Cao, K.; et al. Corneal Epithelial Dendritic Cells: An Objective Indicator for Ocular Surface Inflammation in Patients with Obstructive Meibomian Gland Dysfunction? Ocul. Immunol. Inflamm. 2024, 32, 79–88. [Google Scholar] [CrossRef]
- Wakamatsu, T.H.; Sato, E.A.; Matsumoto, Y.; Ibrahim, O.M.A.; Dogru, M.; Kaido, M.; Ishida, R.; Tsubota, K. Conjunctival In Vivo Confocal Scanning Laser Microscopy in Patients with Sjögren Syndrome. Investig. Ophthalmol. Vis. Sci. 2010, 51, 144. [Google Scholar] [CrossRef]
Clinical Measure | Hay Fever | Healthy Controls | p Value |
---|---|---|---|
(n = 16) | (n = 17) | ||
Median (IQR) | Median (IQR) | ||
Questionnaire scores | |||
QUICK (0–100) | 29.2 (17.6) | 0.0 (12.5) | <0.001 * |
MiniRQLQ (0–6) | 3.1 (1.15) | 1.30 (0.6) | <0.001 * |
Screening questions | |||
Eye rubbing frequency score (0–4) | 1 (1) | 0 (1) | 0.001 * |
Eye rubbing (1-Yes, 0-No) | 1 (0) | 0 (1) | 0.001 * |
Tear biomarkers | |||
IgE IU/mL | 2.03 (16.4) | 0.15 (0.2) | <0.001 * |
MMP-9 ng/mL | 28.72 (63.9) | 26.40 (174.8) | 0.95 |
Clinical signs | |||
Bulbar Redness (0–4) | 0.90 (0.4) | 0.60 (0.2) | 0.05 |
Palpebral Roughness (0–4) | 2 (0.75) | 1 (1.5) | <0.001 * |
DC (1-Present/ 0-Absent) | 1 (1) | 0 (0.75) | 0.038 * |
NIKBUT (seconds) | 9.24 (7.4) | 9.11 (8.7) | 0.99 |
LWE Upper Lid | 2 (1.5) | 2 (1) | 0.15 |
LWE Lower Lid | 2 (1.5) | 1 (1) | <0.001 * |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Thomas, R.; Azizoglu, S.; Suphioglu, C.; Mikhail, E.; Gokhale, M. Exploring the Diagnostic Utility of Tear IgE and Lid Wiper Epitheliopathy in Ocular Allergy Among Individuals with Hay Fever. Int. J. Mol. Sci. 2025, 26, 9116. https://doi.org/10.3390/ijms26189116
Thomas R, Azizoglu S, Suphioglu C, Mikhail E, Gokhale M. Exploring the Diagnostic Utility of Tear IgE and Lid Wiper Epitheliopathy in Ocular Allergy Among Individuals with Hay Fever. International Journal of Molecular Sciences. 2025; 26(18):9116. https://doi.org/10.3390/ijms26189116
Chicago/Turabian StyleThomas, Rinu, Serap Azizoglu, Cenk Suphioglu, Ereeny Mikhail, and Moneisha Gokhale. 2025. "Exploring the Diagnostic Utility of Tear IgE and Lid Wiper Epitheliopathy in Ocular Allergy Among Individuals with Hay Fever" International Journal of Molecular Sciences 26, no. 18: 9116. https://doi.org/10.3390/ijms26189116
APA StyleThomas, R., Azizoglu, S., Suphioglu, C., Mikhail, E., & Gokhale, M. (2025). Exploring the Diagnostic Utility of Tear IgE and Lid Wiper Epitheliopathy in Ocular Allergy Among Individuals with Hay Fever. International Journal of Molecular Sciences, 26(18), 9116. https://doi.org/10.3390/ijms26189116