Fasting Glucose, Haemoglobin A1C (HbA1c), Blood Lipid, and Triglyceride–Glucose Index Parameters in Relation to Subjective Tinnitus
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Group
2.2. Clinical Examinations
2.3. Laboratory Testing
2.4. Tinnitus Handicap Inventory Questionnaire
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
AUC | Area under the curve |
CI | Confidence interval |
dL | Decilitre |
GABA | Gamma-aminobutyric acid |
HBA1c | Haemoglobin A1C |
HDL | High-density lipoprotein |
5-HT | Serotonin |
IBM | International Business Machines Corporation |
L | Litre |
LDL | Low-density lipoprotein |
LDL-R | Low-density lipoprotein receptor |
Ln | Natural logarithm |
mmol | Millimole |
MRI | Magnetic resonance imaging |
NMDA | N-methyl-D-aspartate |
ROC | Receiver operating characteristic |
SD | Standard deviation |
SPSS | Statistical Package for the Social Sciences |
TG | Triglyceride |
TyG | Triglyceride–glucose index |
THI | Tinnitus Handicap Inventory |
References
- Yasoda-Mohan, A.; Adcock, K.; Leong, S.L.; Meade, E.; Langguth, B.; Schecklmann, M.; Lim, H.; Vanneste, S. Tinnitus: A Dimensionally Segregated, yet Perceptually Integrated Heterogeneous Disorder. J. Assoc. Res. Otolaryngol. 2024, 25, 215–227. [Google Scholar] [CrossRef] [PubMed]
- McCormack, A.; Edmondson-Jones, M.; Somerset, S.; Hall, D. A systematic review of the reporting of tinnitus prevalence and severity. Hear. Res. 2016, 337, 70–79. [Google Scholar] [CrossRef]
- Park, K.W.; Kullar, P.; Malhotra, C.; Stankovic, K.M. Current and Emerging Therapies for Chronic Subjective Tinnitus. J. Clin. Med. 2023, 12, 6555. [Google Scholar] [CrossRef]
- Han, B.I.; Lee, H.W.; Ryu, S.; Kim, J.S. Tinnitus Update. J. Clin. Neurol. 2021, 17, 1–10. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.P.; Gao, Q.Y.; Gao, J.W.; Liang, X.T.; Guo, D.C.; Chen, Z.T.; Wang, J.F.; Tang, D.M.; Zhang, H.F. The association between tinnitus and risk of cardiovascular events and all-cause mortality: Insight from the UK Biobank. Acta Cardiol. 2024, 79, 374–382. [Google Scholar] [CrossRef]
- Pirodda, A.; Brandolini, C.; Ferri, G.G.; Modugno, G.C.; Esposti, D.D.; Borghi, C. Inner ear dysfunction of uncertain origin: A multidisciplinary approach could give something more. Med. Hypotheses 2009, 72, 188–189. [Google Scholar] [CrossRef]
- Anand, S.S.; Dagenais, G.R.; Mohan, V.; Diaz, R.; Probstfield, J.; Freeman, R.; Shaw, J.; Lanas, F.; Avezum, A.; Budaj, A.; et al. Glucose levels are associated with cardiovascular disease and death in an international cohort of normal glycaemic and dysglycaemic men and women: The EpiDREAM cohort study. Eur. J. Prev. Cardiol. 2012, 19, 755–764. [Google Scholar] [CrossRef]
- Prasad, K. Does HbA1cc Play a Role in the Development of Cardiovascular Diseases? Curr. Pharm. Des. 2018, 24, 2876–2882. [Google Scholar] [CrossRef] [PubMed]
- Manemann, S.M.; Bielinski, S.J.; Moser, E.D.; St Sauver, J.L.; Takahashi, P.Y.; Roger, V.L.; Olson, J.E.; Chamberlain, A.M.; Remaley, A.T.; Decker, P.A.; et al. Variability in Lipid Levels and Risk for Cardiovascular Disease: An Electronic Health Record-Based Population Cohort Study. J. Am. Heart Assoc. 2023, 12, e027639. [Google Scholar] [CrossRef]
- Aberra, T.; Peterson, E.D.; Pagidipati, N.J.; Mulder, H.; Wojdyla, D.M.; Philip, S.; Granowitz, C.; Navar, A.M. The association between triglycerides and incident cardiovascular disease: What is “optimal”? J. Clin. Lipidol. 2020, 14, 438–447.e3. [Google Scholar] [CrossRef]
- Lopez-Jaramillo, P.; Gomez-Arbelaez, D.; Martinez-Bello, D.; Abat, M.E.M.; Alhabib, K.F.; Avezum, Á.; Barbarash, O.; Chifamba, J.; Diaz, M.L.; Gulec, S.; et al. Association of the triglyceride glucose index as a measure of insulin resistance with mortality and cardiovascular disease in populations from five continents (PURE study): A prospective cohort study. Lancet Healthy Longev. 2023, 4, e23–e33. [Google Scholar] [CrossRef] [PubMed]
- Newman, C.W.; Jacobson, G.P.; Spitzer, J.B. Development of the Tinnitus Handicap Inventory. Arch. Otolaryngol. Head. Neck Surg. 1996, 122, 143–148. [Google Scholar] [CrossRef] [PubMed]
- Bencsik, B.; Tamás, L.; Trimmel, K.; Stauder, A. Hungarian adaptation of the Tinnitus Handicap Inventory: Reliability and validity. Eur. Arch. Otorhinolaryngol. 2015, 272, 2243–2248. [Google Scholar] [CrossRef] [PubMed]
- Mousavi, S.H.G.; Sajadinejad, B.; Khorsandi, S.; Farhadi, A. Diabetes Mellitus and Tinnitus: An Epidemiology Study. Maedica 2021, 16, 580–584. [Google Scholar] [CrossRef]
- Akcay, G.; Danısman, B.; Basaranlar, G.; Guzel, P.; Derin, N.; Derin, A.T. The effect of increase in blood glucose level on hearing loss. Braz. J. Otorhinolaryngol. 2022, 88, S95–S102. [Google Scholar] [CrossRef]
- Pålbrink, A.K.; Kopietz, F.; Morén, B.; In ’t Zandt, R.; Kalinec, F.; Stenkula, K.; Göransson, O.; Holm, C.; Magnusson, M.; Degerman, E. Inner ear is a target for insulin signaling and insulin resistance: Evidence from mice and auditory HEI-OC1 cells. BMJ Open Diabetes Res. Care 2020, 8, e000820. [Google Scholar] [CrossRef]
- Xia, W.; Cui, J.; Luo, Y.; Xu, J.J.; Chen, H.; Yin, X.; Ma, J.; Wu, Y. Glucose Control Has an Impact on Cerebral Blood Flow Alterations in Chronic Tinnitus Patients. Front. Neurosci. 2021, 14, 623520. [Google Scholar] [CrossRef]
- Lee, S.Y.; Kim, H.; Lee, J.Y.; Kim, J.H.; Lee, D.Y.; Mook-Jung, I.; Kim, Y.H.; Kim, Y.K. Effects of Chronic Tinnitus on Metabolic and Structural Changes in Subjects with Mild Cognitive Impairment. Front. Aging Neurosci. 2020, 12, 594282. [Google Scholar] [CrossRef]
- Jang, T.W.; Kim, B.G.; Kwon, Y.J.; Im, H.J. The association between impaired fasting glucose and noise-induced hearing loss. J. Occup. Health 2011, 53, 274–279. [Google Scholar] [CrossRef]
- Musleh, A.; Alshehri, S.; Qobty, A. Hyperlipidemia and its relation with tinnitus: Cross-sectional approach. Niger. J. Clin. Pract. 2022, 25, 1046–1049. [Google Scholar] [CrossRef]
- Erdogdu, S. The frequency of dyslipidemia in patients with idiopathic tinnitus. North. Clin. Istanb. 2022, 9, 223–227. [Google Scholar] [CrossRef] [PubMed]
- Lee, H.J.; Lee, D.C.; Kim, C.O. The Association between Serum Lipid Levels and Tinnitus Prevalence and Severity in Korean Elderly: A Nationwide Population-Based Cross-Sectional Study. Yonsei Med. J. 2024, 65, 156–162. [Google Scholar] [CrossRef]
- Boecking, B.; Klasing, S.; Brueggemann, P.; Rose, M.; Mazurek, B. Lipid parameters and depression in patients with chronic tinnitus: A cross-sectional observation. J. Psychosom. Res. 2024, 179, 111613. [Google Scholar] [CrossRef]
- Martines, F.; Sireci, F.; Cannizzaro, E.; Costanzo, R.; Martines, E.; Mucia, M.; Plescia, F.; Salvago, P. Clinical observations and risk factors for tinnitus in a Sicilian cohort. Eur. Arch. Otorhinolaryngol. 2015, 272, 2719–2729. [Google Scholar] [CrossRef]
- Rajesh, R. A study on the relationship of hyperlipidaemia with tinnitus among patients in a tertiary care centre. J. Evol. Med. Dent. Sci. 2016, 5, 4619–4623. [Google Scholar]
- Pulec, J.L.; Pulec, M.B.; Mendoza, I. Progressive sensorineural hearing loss, subjective tinnitus and vertigo caused by elevated blood lipids. Ear Nose Throat J. 1997, 76, 716–730, Erratum in Ear Nose Throat J. 1998, 77, 145. [Google Scholar]
- Suzuki, K.; Kaneko, M.; Murai, K. Influence of serum lipids on auditory function. Laryngoscope 2000, 110, 1736–1738. [Google Scholar] [CrossRef] [PubMed]
- Hameed, M.K.; Sheikh, Z.A.; Ahmed, A.; Najam, A. Atorvastatin in the management of tinnitus with hyperlipidemias. J. Coll. Physicians Surg. Pak. 2014, 24, 927–930. [Google Scholar]
- Galazyuk, A.V.; Wenstrup, J.J.; Hamid, M.A. Tinnitus and underlying brain mechanisms. Curr. Opin. Otolaryngol. Head Neck Surg. 2012, 20, 409–415. [Google Scholar] [CrossRef]
- Cheon, S.Y. Impaired Cholesterol Metabolism, Neurons, and Neuropsychiatric Disorders. Exp. Neurobiol. 2023, 32, 57–67. [Google Scholar] [CrossRef]
- Lee, A.C.; Godfrey, D.A. Current view of neurotransmitter changes underlying tinnitus. Neural Regen. Res. 2015, 10, 368–370. [Google Scholar] [CrossRef] [PubMed]
- Al-Sayyar, A.; Hammad, M.M.; Williams, M.R.; Al-Onaizi, M.; Abubaker, J.; Alzaid, F. Neurotransmitters in Type 2 Diabetes and the Control of Systemic and Central Energy Balance. Metabolites 2023, 13, 384. [Google Scholar] [CrossRef] [PubMed]
- Petrou, M.; Pop-Busui, R.; Foerster, B.R.; Edden, R.A.; Callaghan, B.C.; Harte, S.E.; Harris, R.E.; Clauw, D.J.; Feldman, E.L. Altered excitation-inhibition balance in the brain of patients with diabetic neuropathy. Acad. Radiol. 2012, 19, 607–612. [Google Scholar] [CrossRef] [PubMed]
- Liu, L.; Qin, M.; Ji, J.; Wang, W. Correlation between hearing impairment and the Triglyceride Glucose Index: Based on a national cross-sectional study. Front. Endocrinol. 2023, 14, 1216718. [Google Scholar] [CrossRef]
- Wang, Y.; Liu, H.; Nie, X.; Lu, N.; Yan, S.; Wang, X.; Zhao, Y. L-shaped association of triglyceride glucose index and sensorineural hearing loss: Results from a cross-sectional study and Mendelian randomization analysis. Front. Endocrinol. 2024, 15, 1339731. [Google Scholar] [CrossRef]
Parameter | Tinnitus Group | Control Group | p-Value |
---|---|---|---|
Age (mean years ± SD) | 51.81 ± 12.8 | 49.02 ± 8.77 | 0.06 † |
Sex (men/women) | 179/235 | 116/158 | 0.81 †† |
Tinnitus onset (mean months ± SD) | 36.17 ± 2.88 | ||
Tinnitus location | |||
Right, n (%) | 103 (24.9%) | ||
Left, n (%) | 131 (31.6%) | ||
Bilateral, n (%) | 180 (43.5%) |
AUC | Std. Error | p-Value | 95% CI (Lower Bound) | 95% CI (Upper Bound) | |
---|---|---|---|---|---|
TyG | 0.514 | 0.036 | 0.688 | 0.443 | 0.585 |
Glucose | 0.553 | 0.023 | 0.023 * | 0.508 | 0.597 |
HbA1c | 0.596 | 0.033 | 0.006 * | 0.531 | 0.661 |
Total cholesterol | 0.603 | 0.023 | <0.001 * | 0.557 | 0.648 |
TG | 0.586 | 0.024 | <0.001 * | 0.540 | 0.632 |
LDL | 0.620 | 0.024 | <0.001 * | 0.573 | 0.668 |
Parameter | Spearman’s Rho | p-Value |
---|---|---|
Glucose–age | 0.338 | <0.001 * |
Glucose–tinnitus onset | 0.107 | 0.034 * |
HbA1C–age | 0.458 | <0.001 * |
Cholesterol–age | 0.156 | 0.002 * |
TG–age | 0.121 | 0.020 * |
Age–tinnitus onset | 0.344 | <0.001 * |
Dependent | Predictor | β | Std. Error | p-Value | OR | 95% CI (Lower Bound) | 95% CI (Upper Bound) |
---|---|---|---|---|---|---|---|
Tinnitus occurrence | HbA1c | 1.489 | 0.531 | 0.007 * | 4.435 | 1.501 | 13.101 |
Glucose | −0.173 | 0.356 | 0.627 | 0.841 | 0.418 | 1.691 | |
Cholesterol | 0.673 | 0.605 | 0.266 | 1.960 | 0.598 | 6.420 | |
TG | 3.305 | 0.433 | 0.001 * | 27.262 | 11.658 | 63.749 | |
LDL | 0.435 | 0.642 | 0.498 | 1.544 | 0.439 | 5.435 | |
HDL | −0.086 | 0.251 | 0.732 | 0.918 | 0.561 | 1.500 | |
TyG | 0.392 | 0.443 | 0.377 | 1.480 | 0.621 | 3.527 | |
Chronic tinnitus (lasting over 3 months) | Glucose | −1.777 | 0.801 | 0.026 * | 0.169 | 0.035 | 0.813 |
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
Molnár, A.; Molnár, V.; Mavrogeni, P.; Maihoub, S. Fasting Glucose, Haemoglobin A1C (HbA1c), Blood Lipid, and Triglyceride–Glucose Index Parameters in Relation to Subjective Tinnitus. Biomedicines 2025, 13, 824. https://doi.org/10.3390/biomedicines13040824
Molnár A, Molnár V, Mavrogeni P, Maihoub S. Fasting Glucose, Haemoglobin A1C (HbA1c), Blood Lipid, and Triglyceride–Glucose Index Parameters in Relation to Subjective Tinnitus. Biomedicines. 2025; 13(4):824. https://doi.org/10.3390/biomedicines13040824
Chicago/Turabian StyleMolnár, András, Viktória Molnár, Panayiota Mavrogeni, and Stefani Maihoub. 2025. "Fasting Glucose, Haemoglobin A1C (HbA1c), Blood Lipid, and Triglyceride–Glucose Index Parameters in Relation to Subjective Tinnitus" Biomedicines 13, no. 4: 824. https://doi.org/10.3390/biomedicines13040824
APA StyleMolnár, A., Molnár, V., Mavrogeni, P., & Maihoub, S. (2025). Fasting Glucose, Haemoglobin A1C (HbA1c), Blood Lipid, and Triglyceride–Glucose Index Parameters in Relation to Subjective Tinnitus. Biomedicines, 13(4), 824. https://doi.org/10.3390/biomedicines13040824