Therapeutic effect optimization and influencing factors of hyperbaric oxygen in the treatment of sudden sensorineural hearing loss

Therapeutic effect optimization and influencing factors of hyperbaric oxygen in the treatment of sudden sensorineural hearing loss | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Therapeutic effect optimization and influencing factors of hyperbaric oxygen in the treatment of sudden sensorineural hearing loss Yuting Sun, YANG YU, ZHENTAO WANG, HUI ZHAO, XIAOLI GE, SHUMING PAN This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7581092/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Background The best course of hyperbaric oxygen (HBO) therapy for sudden sensorineural hearing loss (SSNHL) and the difference of curative effect on different degrees of hearing loss are not clear in the existing studies. There is an urgent need to optimize HBO treatment strategies through standardized protocols. Methods The multicenter retrospective cohort study (n = 1309) was conducted to explore the efficacy optimization and influencing factors of HBO in the treatment of SSNHL. From January 2022 to September 2024, patients who met the 2019 American Academy of Otolaryngology Head and Neck Surgery Clinical Practice Guidelines for sudden deafness were enrolled in the study. HBO group (n = 991) received 2.2 ATA hyperbaric oxygen combined with hormone therapy, while non-HBO group (n = 318) received only corticosteroid therapy. The primary outcome was the rate of hearing recovery at the end of treatment, and the secondary outcome was the rate of hearing recovery 90 days after treatment. Results 11–20 times of HBO significantly increased the slight recovery rate (OR = 2.205,95% CI: 1.399–3.474, P = 0.001) and the partial recovery (OR = 2.236,95% CI: 1.429-3.500, P < 0.001), but had no significant effect on complete recovery. The 90-day follow-up results showed no heterogeneity with respect to the effect at completion of treatment, but the efficacy of 11–20 HBO sessions extended over time from improving only slight and partial recovery to significantly promoting complete recovery (OR = 0.422, 95% CI: 0.224–0.793, P = 0.007). The degree of hearing loss significantly affected the efficacy. Compared with the patients with total deafness, the partial recovery of patients with mild/moderate to severe deafness was significantly lower (92.5%, 91.6%, 67.0%), while the partial recovery of patients with very severe deafness was significantly higher (125.3%). Multivariate regression analysis showed that age, delayed treatment, vertigo and high initial pure tone threshold were independent prognostic factors (P < 0.05). No serious adverse events occurred. Conclusion HBO combined with corticosteroids can improve hearing recovery.It is recommended to implement 10–20 times of HBO therapy as early as possible morbidity 2 weeks, especially for patients with extremely severe and total deafness.In the future, it is necessary to unify the efficacy criteria to promote individualized treatment. Health sciences/Diseases Health sciences/Health care Health sciences/Medical research Health sciences/Neurology HBO SSNHL Hearing recovery Treatment Figures Figure 1 1. Introduction Sudden onset sensorineural hearing loss (SSNHL) is defined as a sudden onset of unexplained sensorineural hearing loss within 72 hours, with a hearing loss of ≥ 30 dB in at least three adjacent frequencies, and is more common in monaural morbidity. It is often accompanied by symptoms such as tinnitus, vertigo, and a sense of stuffiness in the ears 1 . The average annual incidence rate is 5–20/100,000 people, and the incidence rate increases gradually with the passage of time 2 . The possible mechanisms of SSNHL include virus infection, inner ear microcirculation disturbance, autoimmune and metabolic diseases, etc 3 . At present, the main treatment of SSNHL is systemic application of glucocorticoids or intratympanic injection, hyperbaric oxygen therapy and vasoactive drugs 4 , 5 . For mild hearing loss, the cochlea has some ability to repair itself, but in severe hearing loss, the chance of complete recovery is quite low. Hyperbaric oxygen (HBO) was first reported by European doctors in the late 1960s 6 . HBO was used to treat acute noise-induced deafness and sudden deafness. HBO therapy refers to the process of inhaling 100% pure oxygen to treat diseases in an environment above one atmosphere (pressure range: 2.0–3.0 absolute atmospheres). HBO can rapidly increase the partial pressure of oxygen in blood and tissues and the diffusion distance of oxygen in tissues, correct cochlear tissue hypoxia, improve inner ear circulation, reduce blood viscosity, inhibit inflammatory response, and regulate the immune function of the body 5 , 7 . The occurrence and development of SSNHL are closely related to the changes of immune function and the disturbance of inner ear microcirculation 8 .Inner ear cells are sensitive to hypoxia and ischemia, and are easily damaged when microcirculation disorders occur, leading to hearing impairment. In 2015, the Hyperbaric Oxygen Branch of the Chinese Medical Association took SSNHL as an indication for HBO 9 . The consensus of the 10th European Conference on Hyperbaric Medicine, published in 2017, also recommended HBO therapy for SSNHL patients with an onset of less than one month 10 . Based on the new evidence-based evidence, American Academy of Otolaryngology-Head and Neck Surgery (AAO-HNSF) guidelines updated its 2012 guidelines in 2019 11 , and for the first time, HBO was included in the recommended protocol, suggesting that HBO combined with glucocorticoids should be used as first-line treatment within 2 weeks after morbidity, or as salvage treatment within 1 month after the onset of symptoms. This suggests that HBO is also playing an increasingly important role in SSNHL clinical practice. However, there are still many controversies about its clinical value, which are mainly manifested in the inconsistent results of some clinical studies and the lack of standardization of treatment parameters 12 . And unclear optimal treatment window period 13 – 16 . As for the optimal course of HBO treatment for SSNHL with different degrees of hearing loss, there is no final conclusion at home and abroad. Current clinical studies are characterized by poor methodological quality, high risk of bias, and large differences in outcome measures between studies, resulting in difficulties in comparing and aggregating findings, as well as difficulties in distilling which treatment regimen is preferable based on available research data. Therefore, we need further comprehensive clinical trials. In this study, we used a multicenter retrospective cohort study to explore the efficacy of HBO intervention in patients with SSNHL and its optimal treatment parameters. Through the implementation of this project, it is expected to bring more effective treatment options for SSNHL patients, improve their quality of life and hearing recovery, and contribute new favorable data to clinical practice and academic research. 2. Materials and Methods 2.1. Study design and participants This retrospective, multicenter cohort study was conducted in 4 tertiary hospitals in Shanghai, China, with HBO facilities (Appendix 1). The purpose of this study was to evaluate the efficacy and prognosis of different courses of HBO therapy in SSNHL patients with hearing loss of all grades, and to analyze the factors that may affect the efficacy of HBO therapy. Inclusion criteria included: (I) patients who met the 2019 AAO-HNSF criteria for sudden deafness. (II) patients aged 18–75 years. (III) patients with unilateral sudden deafness who had their first morbidity and whose morbidity time was ≤ 2 weeks. Main exclusion criteria: (I) patients with other ear diseases, such as auditory trauma, barotrauma, retrocochlear diseases, bilateral hearing loss, history of chronic otitis media in the same ear and history of surgery in the same ear. (II) patients with primary diseases such as severe heart, liver, kidney dysfunction and hematopoietic system diseases. (III) pregnant and lactating patients. (IV) Patients with severe mental illness. (V) Patients with incomplete clinical data. The study was conducted in accordance with the Declaration of Helsinki and was approved by the ethics committees and appropriate regulatory authorities at each participating site. The study complied with the Declaration of Helsinki and was approved by the ethics committee of each participating site. This trial is registered at ClinicalTrials.gov, PTEC-A-2025-1(S)-1. 2.2. Data Collection Patient-related data, including gender, age, affected ear side, time from symptom onset of SSNHL to treatment, presence or absence of symptoms such as vertigo and tinnitus, number of HBO treatments, type of treatment, and adverse events (AEs), were extracted from the medical records of the four centers using the same method. The PTA at four frequencies (0.5, 1, 2, and 3 kHz) was recorded at the initial, end of treatment, and 90 day follow-up, and the mean values were calculated. Follow-up assessments were conducted on the 90 day after completion of the last treatment session by trained and qualified medical personnel by telephone or outpatient follow-up. 2.3. Treatments 2.3.1. Hyperbaric Chamber Surgery Patients were exposed to 100% oxygen at 2.2 atmospheres (ATA) for 90 minutes in a hyperbaric chamber breathing pure oxygen through a mask. The protocol included 15 minutes of pressure rise, 15 minutes of pressure reduction, 60 minutes of oxygen inhalation, and 10 minutes of oxygen inhalation during the pressure reduction phase. There were two 5-minute air interruptions during the oxygen phase to mitigate the risk of oxygen toxicity. If the patient experiences ear discomfort, swallowing is recommended to equalize middle ear pressure. HBO 10 is a course of treatment, and the actual number of treatments varies according to each patient's needs and response to treatment. 2.3.2. Steroid Treatment All patients in the study were treated with steroids: ITS was administered once every other day for 5 consecutive times, and the number of treatments was adjusted according to the individual patient. For TSI, the patient was placed in a supine position with the head tilted 45° to the other side, and a 10% lidocaine pump was used to spray the external auditory canal during local anesthesia. Thereafter, dexamethasone was slowly introduced into the middle ear cavity at a dose of 10 mg/mL. The patient remained in this position for 30 minutes without swallowing; Oral prednisone 1 mg/kg/d (the maximum dose was 60 mg/d) was taken in the morning for 3 days, and if it was effective, the drug was stopped after another 2 days without reduction; intravenous injection was calculated according to the analogy of oral prednisone dosage, methylprednisolone 40 mg or dexamethasone 10 mg. According to the patient's condition, hemorheological treatment was carried out, including Ginkgo biloba extract, Batroxobin and so on. 2.4. Outcomes The primary endpoint was hearing recovery by the time the patient completed treatment. The secondary endpoint was hearing recovery 90 days after the patient completed treatment. Refer to Siegel criteria 17 (Table 1 ) to judge the curative effect. Table 1 Siegel’s criteria Type Hearing recovery Ⅰ. Complete recovery final hearing levels ≤ 25 dB Ⅱ. Partial recovery > 15 dB gain, final hearing levels 25–45 dB Ⅲ. Slight recovery > 15 dB gain, final hearing levels>45 dB IV. No recovery 75 dB 2.5. Statistical analysis Previous studies have shown that the clinical efficacy of HBO group in SSNHL is 59.4%, compared with 50% in no HBO group 16 , 18−20 . α = 0.025, two-sided test Uα/2 = 1.96, test validity 1-β = 0.8, Uβ = 0.84, assuming a dropout rate of 10%, the final sample size of no HBO group was 318 and the sample size of HBO group was 991, so 1309 patients with sudden deafness were included in this project. SPSS 22.0 software was used for statistical analysis. For continuous variables conforming to parametric test, mean ± standard deviation (x¯±s) was used. For non-parametric data, median value combined with interquartile range was used. Intergroup comparison was performed by t test or one-way analysis of variance, enumeration data were tested by χ 2 test or Fisher precision test, rank data were tested by Wilcoxon signed rank test. A multivariate Logistic regression model was established to analyze the correlation between the course of HBO therapy and the efficacy of ISSNHL. The data were based on the two-sided hypothesis, and P < 0.05 indicated that the difference was statistically significant. Multiple imputation was used for data missing less than 10%. 3. Results From January 2022 to September 2024, 1309 patients who met the inclusion criteria were divided into HBO group and no HBO group according to whether HBO was used or not, among 1341 patients screened from four tertiary hospitals with HBO equipment in China. Fifty-seven patients in the HBO group and 26 in the no HBO group lost follow-up 90 days after the end of treatment and were excluded from the analysis of 90-day outcomes (Fig. 1 ). In the baseline characteristics analysis (Table 2 ), age, initial PTA, vertigo, and degree of hearing loss were significantly different between the no HBO and HBO groups (p < 0.01). Patients in the HBO group were younger (median 43 y, IQR 32–55 VS 47 y, IQR 36–60) and had a higher initial PTA (median 88, IQR 69–105 VS 73 IQR 46–91) than those in the no HBO group. The proportion of vertigo was higher (25.5% VS 36.5%), and the degree of hearing loss was more serious. There was no significant difference in the course of disease, sex, hearing curve classification 9 , affected side and tinnitus between the two groups (p > 0.05). These results suggest that patients in the HBO group were younger but had more severe hearing loss, higher rates of vertigo, and more severe overall illness. Direct comparison of efficacy between the two groups was biased, and subsequent multivariate analysis was performed to control for confounding effects. Table 2 Baseline characteristics of study participants. no HBO HBO p Age(year) 47(36–60) 43(33–55) <0.001 Time from symptom onset of SSNHL to treatment (day) 6(3–10) 7(3–10) 0.233 Initial PTA(dB) 74(50–90) 86(69–104) <0.001 Sex 0.494 male 162(50.9%) 483(48.7%) female 156(49.1%) 508(51.3%) Side 0.246 left 172(54.1%) 499(50.4%) right 146(45.9%) 492(49.6%) Vertigo <0.001 yes 81(25.5%) 362(36.5%) no 237(74.5%) 629(63.5%) Tinnitus 0.095 yes 144(45.3%) 502(50.7%) no 174(54.7%) 489(49.3%) Classification 0.635 Low-frequency decline type 11(3.5%) 23(2.3%) High-frequency decline type 17(5.3%) 64(6.5%) Flat decline type 110(34.6%) 338(34.1%) Total deafness type 180(56.6%) 566(57.1%) Degree of hearing loss <0.001 mild 52(16.4%) 41(4.1%) Moderate 36(11.3%) 66(6.7%) Moderate to severe 38(11.9%) 92(9.3%) Severe 66(20.8%) 165(16.6%) Extremely severe 53(16.7%) 232(23.4%) Total deafness 73(23.0%) 395(39.9%) Univariate logistic regression analysis (Appendix 2) found that gender, affected side and tinnitus did not show statistical significance (P > 0.05), and then variables with P < 0.05 were included in the multivariate logistic regression model. After adjusting for potential confounding variables, multivariate logistic regression showed that age had a significant negative effect on the degree of recovery (Table 3 ), and the probability of complete recovery decreased by 2. 3% (OR = 0. 977,95% CI: 0. 965-0. 99) when the age increased by 1 year. Delayed treatment significantly reduced the recovery rate, with a 10.5% reduction in the probability of complete recovery for each day of delay (OR = 0.895,95% CI = 0.857–0.934, P < 0.001). For every 1 dB increase in initial PTA, the probability of complete recovery decreased by 4% (OR = 0.96, 95% CI = 0.943–0.976, P < 0.001). Patients without vertigo had a significantly higher probability of complete recovery (OR = 0.638, 95% CI: 0.415–0.983, P = 0.041). In the hearing loss grading subgroup, there was no significant difference in the recovery probability of mild, moderate and moderate severe hearing loss patients compared with total hearing loss patients (P > 0.05), while the partial recovery probability of extremely severe hearing loss patients was higher (OR = 2.253 (95% CI: 1.358–3.739, P = 0.002). The degree of hearing loss had no statistically significant effect on complete recovery. Compared with no HBO group, 1–10 times of HBO treatment significantly improved mild hearing recovery in different HBO subgroups (OR = 1.551,95% CI: 1.039–2.317, P = 0.032). The effect of 11–20 courses of treatment was more significant, and the slight recovery (OR = 2.205,95% CI: 1.399–3.474, P < 0.001) and partial recovery (OR = 2.236,95% CI: 1.429-3.500, P < 0.001) were significantly improved. More than 21 times of intensive treatment, although still maintaining a significant effect, its 95% confidence interval range is expanded, suggesting that the stability of the effect may be reduced. There was no significant difference in outcome for complete recovery (P > 0.05). Thirteen patients in HBO group had mild earache symptoms at the first HBO treatment, which were relieved the next day without special treatment. No adverse reactions such as perforation of tympanic membrane, infection in tympanic cavity and obvious fluctuation of blood sugar and blood pressure were found in all patients. However, some patients are afraid of HBO therapy, so effective psychological counseling should be given to patients. There was no heterogeneity in treatment efficacy at completion of treatment and at 90-day follow-up (Table 4 ) (Appendix 3). Of note, the efficacy of 11–20 sessions of HBO expanded over time, from improving only slight and partial recovery to significantly promoting complete recovery (OR = 0.422, 95% CI: 0.224–0.793, P = 0.007). Advanced age and delayed treatment are still the limiting factors affecting the prognosis. 4. Discussion Multi-national guidelines recommend systemic or topical glucocorticoid administration as the preferred initial treatment for SSNHL. Glucocorticoid is the first-line drug for the treatment of SSNHL. Although its specific mechanism of action in the inner ear has not been fully clarified, current studies speculate that its core mechanism is to reduce inner ear edema and inflammation, thereby improving the hearing of patients 21 . Although the combination of HBOT and glucocorticoids has been recommended by the guidelines for the treatment of SSNHL, the evidence of clinical efficacy of HBO in SSNHL is still inconsistent 22 – 26 , leading to controversy about its exact clinical value 20 , 27 , 28 . The differences in the results of these studies may be due to the heterogeneity of the study design, the limited statistical power due to insufficient sample size, the different timing of treatment and the diversity of drug combination regimens. In order to overcome the efficacy controversy caused by heterogeneity in previous studies, the following design was adopted in this study. First, the treatment time window was unified. All HBO interventions were strictly limited to 14 days after morbidity, and the confounding effect of delayed treatment was excluded. Second, fix the combination therapy. The HBO treatment group was treated with the same basic treatment plan, that is, systemic or local glucocorticoid therapy, and the dosage and frequency of drugs were standardized to eliminate the influence of the difference of combined medication on the efficacy. Subsequently, the baseline variables are controlled. Multivariate logistic regression models were adjusted to include variables such as age, comorbid vertigo, degree of hearing loss, and time between morbidity and initiation of hyperbaric oxygen therapy to control for baseline imbalances between groups. Finally, standardized efficacy assessment. Siegel criteria were used to assess efficacy and ensure consistency in outcome assessment. The results showed that the effective rate of hearing improvement in steroid combined with HBO was significantly higher than that in the basic treatment group without HBO. The patients were graded according to the latest WHO hearing loss classification standard in 2021 29 . For Slight and partial recovery outcomes, the probability of recovery was significantly lower in mild-moderate and severe patients than in total deafness patients, and the probability of recovery was significantly higher in extremely severe patients than in total deafness patients. This is consistent with the research results of Tae-Min Rhee 30 . Hearing loss of total deafness is mostly caused by acute inner ear ischemia/hypoxia caused by vasospasm or embolism, resulting in hair cells and neurons in a state of functional inhibition but not necrosis, which is highly sensitive to HBO and hormone blood flow reconstruction treatment, and its treatment responsiveness significantly improves the overall recovery level. In contrast, mild to moderate and severe patients often suffer from chronic injury, mostly due to the destruction of hair cell cilia bundle structure or cochlear neurodegenerative disease 31 , whose irreversible hair cell damage results in delayed response to therapy 32 . Mammalian sound perception depends on inner hair cells (IHCs) and outer hair cells (OHCs) in the cochlea, both of which have stereocilia on the top. OHC acts as a sound amplifier by changing the cell length 33 – 35 . The IHC is the primary sound receptor and forms synaptic connections with the spiral ganglion 36 . At the same time, because of the relative lack of therapeutic targets, the curative effect of total deafness patients is not as good as that of extremely severe loss type. HBO improves inner ear circulation by increasing tissue oxygen partial pressure, so it has a more significant effect on very severe and total deafness with vascular etiology. At the end of treatment, there was no statistical difference in the outcome of complete recovery among all HBO regimens, while at 90-day follow-up, 11–20 HBO treatments significantly improved the probability of complete recovery, which may be due to the fact that axonal regeneration and myelin repair usually take 8–12 weeks 37 . Therefore, we speculated that there is also a lag effect in the continuous improvement of hearing. Spiral ganglion cells are the main neurons in the auditory pathway, and their axons form synaptic connections with hair cells to transmit sound signals to the brain 38 .Myelin repair helps restore axonal electrical signaling, supports metabolism, and prevents degeneration 39 , 40 .This is of great significance to the recovery of hearing function. In addition, although HBO can rapidly relieve inner ear ischemia, the complete recovery of vascular endothelial function needs longer time 41 . The 90-day follow-up period may more fully reflect the final impact of microcirculation reconstruction on hearing. This study further validated the importance of early intervention, and the probability of complete recovery decreased significantly for each day of delay from morbidity to treatment, which is consistent with Matteo Cavaliere's view 42 . With the increase of age, the probability of complete recovery of sudden deafness decreased significantly, which was closely related to the atrophy of stria vascularis, the decrease of capillary density and the decrease of inner ear blood flow reserve 43 , 44 . In addition, aging also leads to a decrease in the regenerative capacity of spiral ganglion cells, further limiting the potential for recovery of hearing function 45 , 46 . Patients with vertigo have a significantly lower probability of complete recovery, as compared to Lim et al 47 .The results of the study are consistent. SSNHL with vertigo suggests vestibulocochlear artery involvement 48 . Inferior vestibular nerve branch ischemia, higher risk of labyrinthine artery trunk occlusion, and vestibular hair cells share ion channels with cochlear hair cells 49 , 50 .Extensive injury leads to difficult repair and poor prognosis. 5. Conclusions HBO has definite clinical value in the treatment of SSNHL, and the combination of HBO and glucocorticoid can significantly improve the efficacy. It is more suitable for patients with profound and total deafness. It is recommended to start 10–20 times of HBO treatment as early as possible within 2 weeks morbidity. Accompanied by Vertigo, increasing age, and high initial PTA significantly reduced the probability of recovery. Our study also has some limitations, and the sample size of ≥ 21 HBO is small, which leads to insufficient statistical power. Underlying disease confounders, such as hypertension, diabetes, and thyroid disease, were not adequately considered. Lack of biomarker detection makes it difficult to explain the mechanism of action in depth. These limitations suggest that prospective randomized controlled studies should be conducted in the future, more potentially important confounding variables should be included and adjusted in the statistical analysis, and blood or body fluid samples should be collected to clarify the mechanism of HBO at the molecular level, so as to provide more reliable evidence-based evidence. Declarations Acknowledgements Not applicable. Funding The present study was funded byShanghai Putuo District Health System Clinical Medicine Discipline Construction Project (grant no. 2024tszk01) and Shanghai Health System Key Discipline (grant no. 2024ZDXK0005). Availability of data and materials Not applicable. Author’s contributions Pan SM, Ge XL and Zhao H, conceived the idea for the study and obtained funding. Sun YT contributed to study design and wrote the manuscript. Wang ZT and Yun Y participated in data analysis. Ethics approval This trial is registered at ClinicalTrials.gov, PTEC-A-2025-1(S)-1 Patient consent for publication Not applicable. Competing interests The authors declare that they haveno competing interests According to our guidelines, groups of individuals, institutions or hospitals cannot be generally thanked in this section , so we have revised the statement to Not applicable. Please confirm Please note the revision of the initials in this section, as the first initial of the first/given name and first initial of the surname/family only should be included, in that order Also, in this section, please specify the author(s) who performed the literature search References Chandrasekhar, S. S. et al. Clinical Practice Guideline: Sudden Hearing Loss (Update). Otolaryngol. Head Neck Surg. 161 , S1–45. 10.1177/0194599819859885 (2019). Alexander, T. H. & Harris, J. P. Incidence of sudden sensorineural hearing loss. Otol Neurotol . 34 , 1586–1589. 10.1097/MAO.0000000000000222 (2013). 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Comparisons among vestibular examinations and symptoms of vertigo in sudden sensorineural hearing loss patients. Am. J. Otolaryngol. 41 , 102503. 10.1016/j.amjoto.2020.102503 (2020). Hong, J. P., Lee, J. Y. & Kim, M. B. A Comparative Study Using Vestibular Mapping in Sudden Sensorineural Hearing Loss With and Without Vertigo. Otolaryngol. Head Neck Surg. 169 , 1573–1581. 10.1002/ohn.422 (2023). Martin, H. R., Lysakowski, A. & Eatock, R. A. The potassium channel subunit K(V)1.8 (Kcna10) is essential for the distinctive outwardly rectifying conductances of type I and II vestibular hair cells. Elife 13. 10.7554/eLife.94342 (2024). Contini, D., Holstein, G. R. & Art, J. J. Synaptic cleft microenvironment influences potassium permeation and synaptic transmission in hair cells surrounded by calyx afferents in the turtle. J. Physiol. 598 , 853–889. 10.1113/JP278680 (2020). Additional Declarations No competing interests reported. Supplementary Files Appendix.docx Appendix 1. List of 4 multi-center hospitals Appendix 2. Univariate analysis of 90 days follow-up of hearing recovery outcomes. Appendix 3. Univariate analysis of hearing recovery outcomes. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. 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07:12:54","extension":"html","order_by":11,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":134030,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-7581092/v1/9080581de04a70c27b0cdc53.html"},{"id":93010120,"identity":"3431bc94-ea72-4e25-9752-5204e90c660f","added_by":"auto","created_at":"2025-10-08 07:12:53","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":146009,"visible":true,"origin":"","legend":"\u003cp\u003eThe flowchart of patients.\u003c/p\u003e","description":"","filename":"1.png","url":"https://assets-eu.researchsquare.com/files/rs-7581092/v1/848453174dcb3ca1037f52d4.png"},{"id":93455683,"identity":"6a9e788d-06e5-4f7e-aa86-1a7f37b331c6","added_by":"auto","created_at":"2025-10-14 05:01:39","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1104455,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-7581092/v1/da33f98d-c544-4889-9f53-4b0d917909b8.pdf"},{"id":93011977,"identity":"30a1e705-ca6d-4d86-93e2-6e519fe893c1","added_by":"auto","created_at":"2025-10-08 07:20:53","extension":"docx","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":33896,"visible":true,"origin":"","legend":"\u003cp\u003eAppendix 1. List of 4 multi-center hospitals\u003c/p\u003e\n\u003cp\u003eAppendix 2. Univariate analysis of 90 days follow-up of hearing recovery outcomes.\u003c/p\u003e\n\u003cp\u003eAppendix 3. Univariate analysis of hearing recovery outcomes.\u003c/p\u003e","description":"","filename":"Appendix.docx","url":"https://assets-eu.researchsquare.com/files/rs-7581092/v1/66b40361ac96f8eface7ad1a.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Therapeutic effect optimization and influencing factors of hyperbaric oxygen in the treatment of sudden sensorineural hearing loss","fulltext":[{"header":"1. Introduction","content":"\u003cp\u003eSudden onset sensorineural hearing loss (SSNHL) is defined as a sudden onset of unexplained sensorineural hearing loss within 72 hours, with a hearing loss of \u0026ge;\u0026thinsp;30 dB in at least three adjacent frequencies, and is more common in monaural morbidity. It is often accompanied by symptoms such as tinnitus, vertigo, and a sense of stuffiness in the ears\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e. The average annual incidence rate is 5\u0026ndash;20/100,000 people, and the incidence rate increases gradually with the passage of time\u003csup\u003e\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e\u003c/sup\u003e. The possible mechanisms of SSNHL include virus infection, inner ear microcirculation disturbance, autoimmune and metabolic diseases, etc\u003csup\u003e\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e\u003c/sup\u003e. At present, the main treatment of SSNHL is systemic application of glucocorticoids or intratympanic injection, hyperbaric oxygen therapy and vasoactive drugs\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e5\u003c/sup\u003e. For mild hearing loss, the cochlea has some ability to repair itself, but in severe hearing loss, the chance of complete recovery is quite low. Hyperbaric oxygen (HBO) was first reported by European doctors in the late 1960s\u003csup\u003e\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e\u003c/sup\u003e. HBO was used to treat acute noise-induced deafness and sudden deafness. HBO therapy refers to the process of inhaling 100% pure oxygen to treat diseases in an environment above one atmosphere (pressure range: 2.0\u0026ndash;3.0 absolute atmospheres). HBO can rapidly increase the partial pressure of oxygen in blood and tissues and the diffusion distance of oxygen in tissues, correct cochlear tissue hypoxia, improve inner ear circulation, reduce blood viscosity, inhibit inflammatory response, and regulate the immune function of the body\u003csup\u003e\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e7\u003c/sup\u003e. The occurrence and development of SSNHL are closely related to the changes of immune function and the disturbance of inner ear microcirculation\u003csup\u003e\u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e\u003c/sup\u003e.Inner ear cells are sensitive to hypoxia and ischemia, and are easily damaged when microcirculation disorders occur, leading to hearing impairment. In 2015, the Hyperbaric Oxygen Branch of the Chinese Medical Association took SSNHL as an indication for HBO\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e. The consensus of the 10th European Conference on Hyperbaric Medicine, published in 2017, also recommended HBO therapy for SSNHL patients with an onset of less than one month\u003csup\u003e\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e\u003c/sup\u003e. Based on the new evidence-based evidence, American Academy of Otolaryngology-Head and Neck Surgery (AAO-HNSF) guidelines updated its 2012 guidelines in 2019\u003csup\u003e11\u003c/sup\u003e, and for the first time, HBO was included in the recommended protocol, suggesting that HBO combined with glucocorticoids should be used as first-line treatment within 2 weeks after morbidity, or as salvage treatment within 1 month after the onset of symptoms. This suggests that HBO is also playing an increasingly important role in SSNHL clinical practice. However, there are still many controversies about its clinical value, which are mainly manifested in the inconsistent results of some clinical studies and the lack of standardization of treatment parameters\u003csup\u003e\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e\u003c/sup\u003e. And unclear optimal treatment window period\u003csup\u003e\u003cspan additionalcitationids=\"CR14 CR15\" citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e\u003c/sup\u003e.\u003c/p\u003e\u003cp\u003eAs for the optimal course of HBO treatment for SSNHL with different degrees of hearing loss, there is no final conclusion at home and abroad. Current clinical studies are characterized by poor methodological quality, high risk of bias, and large differences in outcome measures between studies, resulting in difficulties in comparing and aggregating findings, as well as difficulties in distilling which treatment regimen is preferable based on available research data. Therefore, we need further comprehensive clinical trials. In this study, we used a multicenter retrospective cohort study to explore the efficacy of HBO intervention in patients with SSNHL and its optimal treatment parameters. Through the implementation of this project, it is expected to bring more effective treatment options for SSNHL patients, improve their quality of life and hearing recovery, and contribute new favorable data to clinical practice and academic research.\u003c/p\u003e"},{"header":"2. Materials and Methods","content":"\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e\u003ch2\u003e2.1. Study design and participants\u003c/h2\u003e\u003cp\u003eThis retrospective, multicenter cohort study was conducted in 4 tertiary hospitals in Shanghai, China, with HBO facilities (Appendix 1). The purpose of this study was to evaluate the efficacy and prognosis of different courses of HBO therapy in SSNHL patients with hearing loss of all grades, and to analyze the factors that may affect the efficacy of HBO therapy. Inclusion criteria included: (I) patients who met the 2019 AAO-HNSF criteria for sudden deafness. (II) patients aged 18\u0026ndash;75 years. (III) patients with unilateral sudden deafness who had their first morbidity and whose morbidity time was \u0026le;\u0026thinsp;2 weeks. Main exclusion criteria: (I) patients with other ear diseases, such as auditory trauma, barotrauma, retrocochlear diseases, bilateral hearing loss, history of chronic otitis media in the same ear and history of surgery in the same ear. (II) patients with primary diseases such as severe heart, liver, kidney dysfunction and hematopoietic system diseases. (III) pregnant and lactating patients. (IV) Patients with severe mental illness. (V) Patients with incomplete clinical data. The study was conducted in accordance with the Declaration of Helsinki and was approved by the ethics committees and appropriate regulatory authorities at each participating site. The study complied with the Declaration of Helsinki and was approved by the ethics committee of each participating site. This trial is registered at ClinicalTrials.gov, PTEC-A-2025-1(S)-1.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec4\" class=\"Section2\"\u003e\u003ch2\u003e2.2. Data Collection\u003c/h2\u003e\u003cp\u003ePatient-related data, including gender, age, affected ear side, time from symptom onset of SSNHL to treatment, presence or absence of symptoms such as vertigo and tinnitus, number of HBO treatments, type of treatment, and adverse events (AEs), were extracted from the medical records of the four centers using the same method. The PTA at four frequencies (0.5, 1, 2, and 3 kHz) was recorded at the initial, end of treatment, and 90 day follow-up, and the mean values were calculated. Follow-up assessments were conducted on the 90 day after completion of the last treatment session by trained and qualified medical personnel by telephone or outpatient follow-up.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec5\" class=\"Section2\"\u003e\u003ch2\u003e2.3. Treatments\u003c/h2\u003e\u003cdiv id=\"Sec6\" class=\"Section3\"\u003e\u003ch2\u003e2.3.1. Hyperbaric Chamber Surgery\u003c/h2\u003e\u003cp\u003ePatients were exposed to 100% oxygen at 2.2 atmospheres (ATA) for 90 minutes in a hyperbaric chamber breathing pure oxygen through a mask. The protocol included 15 minutes of pressure rise, 15 minutes of pressure reduction, 60 minutes of oxygen inhalation, and 10 minutes of oxygen inhalation during the pressure reduction phase. There were two 5-minute air interruptions during the oxygen phase to mitigate the risk of oxygen toxicity. If the patient experiences ear discomfort, swallowing is recommended to equalize middle ear pressure. HBO 10 is a course of treatment, and the actual number of treatments varies according to each patient's needs and response to treatment.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec7\" class=\"Section3\"\u003e\u003ch2\u003e2.3.2. Steroid Treatment\u003c/h2\u003e\u003cp\u003eAll patients in the study were treated with steroids: ITS was administered once every other day for 5 consecutive times, and the number of treatments was adjusted according to the individual patient. For TSI, the patient was placed in a supine position with the head tilted 45\u0026deg; to the other side, and a 10% lidocaine pump was used to spray the external auditory canal during local anesthesia. Thereafter, dexamethasone was slowly introduced into the middle ear cavity at a dose of 10 mg/mL. The patient remained in this position for 30 minutes without swallowing; Oral prednisone 1 mg/kg/d (the maximum dose was 60 mg/d) was taken in the morning for 3 days, and if it was effective, the drug was stopped after another 2 days without reduction; intravenous injection was calculated according to the analogy of oral prednisone dosage, methylprednisolone 40 mg or dexamethasone 10 mg. According to the patient's condition, hemorheological treatment was carried out, including Ginkgo biloba extract, Batroxobin and so on.\u003c/p\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv id=\"Sec8\" class=\"Section2\"\u003e\u003ch2\u003e2.4. Outcomes\u003c/h2\u003e\u003cp\u003eThe primary endpoint was hearing recovery by the time the patient completed treatment. The secondary endpoint was hearing recovery 90 days after the patient completed treatment. Refer to Siegel criteria\u003csup\u003e\u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e17\u003c/span\u003e\u003c/sup\u003e(Table\u0026nbsp;\u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e1\u003c/span\u003e) to judge the curative effect.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab1\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 1\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eSiegel\u0026rsquo;s criteria\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"2\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eType\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eHearing recovery\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eⅠ. Complete recovery\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003efinal hearing levels\u0026thinsp;\u0026le;\u0026thinsp;25 dB\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eⅡ. Partial recovery\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u0026gt;\u0026thinsp;15 dB gain, final hearing levels 25\u0026ndash;45 dB\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eⅢ. Slight recovery\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u0026gt;\u0026thinsp;15 dB gain, final hearing levels\u0026gt;45 dB\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eIV. No recovery\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u0026lt;\u0026thinsp;15 dB gain, or final hearing \u0026gt;75 dB\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec9\" class=\"Section2\"\u003e\u003ch2\u003e2.5. Statistical analysis\u003c/h2\u003e\u003cp\u003ePrevious studies have shown that the clinical efficacy of HBO group in SSNHL is 59.4%, compared with 50% in no HBO group\u003csup\u003e16\u003c/sup\u003e,\u003csup\u003e18\u0026minus;20\u003c/sup\u003e. α\u0026thinsp;=\u0026thinsp;0.025, two-sided test Uα/2\u0026thinsp;=\u0026thinsp;1.96, test validity 1-β\u0026thinsp;=\u0026thinsp;0.8, Uβ\u0026thinsp;=\u0026thinsp;0.84, assuming a dropout rate of 10%, the final sample size of no HBO group was 318 and the sample size of HBO group was 991, so 1309 patients with sudden deafness were included in this project.\u003c/p\u003e\u003cp\u003eSPSS 22.0 software was used for statistical analysis. For continuous variables conforming to parametric test, mean\u0026thinsp;\u0026plusmn;\u0026thinsp;standard deviation (x\u0026macr;\u0026plusmn;s) was used. For non-parametric data, median value combined with interquartile range was used. Intergroup comparison was performed by t test or one-way analysis of variance, enumeration data were tested by χ \u003csup\u003e2\u003c/sup\u003e test or Fisher precision test, rank data were tested by Wilcoxon signed rank test. A multivariate Logistic regression model was established to analyze the correlation between the course of HBO therapy and the efficacy of ISSNHL. The data were based on the two-sided hypothesis, and P\u0026thinsp;\u0026lt;\u0026thinsp;0.05 indicated that the difference was statistically significant. Multiple imputation was used for data missing less than 10%.\u003c/p\u003e\u003c/div\u003e"},{"header":"3. Results","content":"\u003cp\u003eFrom January 2022 to September 2024, 1309 patients who met the inclusion criteria were divided into HBO group and no HBO group according to whether HBO was used or not, among 1341 patients screened from four tertiary hospitals with HBO equipment in China. Fifty-seven patients in the HBO group and 26 in the no HBO group lost follow-up 90 days after the end of treatment and were excluded from the analysis of 90-day outcomes (Fig.\u0026nbsp;\u003cspan refid=\"Fig1\" class=\"InternalRef\"\u003e1\u003c/span\u003e).\u003c/p\u003e\u003cp\u003e\u003c/p\u003e\u003cp\u003eIn the baseline characteristics analysis (Table\u0026nbsp;\u003cspan refid=\"Tab2\" class=\"InternalRef\"\u003e2\u003c/span\u003e), age, initial PTA, vertigo, and degree of hearing loss were significantly different between the no HBO and HBO groups (p\u0026thinsp;\u0026lt;\u0026thinsp;0.01). Patients in the HBO group were younger (median 43 y, IQR 32\u0026ndash;55 VS 47 y, IQR 36\u0026ndash;60) and had a higher initial PTA (median 88, IQR 69\u0026ndash;105 VS 73 IQR 46\u0026ndash;91) than those in the no HBO group. The proportion of vertigo was higher (25.5% VS 36.5%), and the degree of hearing loss was more serious. There was no significant difference in the course of disease, sex, hearing curve classification\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e, affected side and tinnitus between the two groups (p\u0026thinsp;\u0026gt;\u0026thinsp;0.05). These results suggest that patients in the HBO group were younger but had more severe hearing loss, higher rates of vertigo, and more severe overall illness. Direct comparison of efficacy between the two groups was biased, and subsequent multivariate analysis was performed to control for confounding effects.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab2\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 2\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eBaseline characteristics of study participants.\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"4\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u0026nbsp;\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eno HBO\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eHBO\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003ep\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAge(year)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e47(36\u0026ndash;60)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e43(33\u0026ndash;55)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e\u0026lt;0.001\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTime from symptom onset of SSNHL to treatment (day)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e6(3\u0026ndash;10)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e7(3\u0026ndash;10)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e0.233\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eInitial PTA(dB)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e74(50\u0026ndash;90)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e86(69\u0026ndash;104)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e\u0026lt;0.001\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eSex\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e0.494\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003emale\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e162(50.9%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e483(48.7%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003efemale\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e156(49.1%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e508(51.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eSide\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e0.246\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eleft\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e172(54.1%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e499(50.4%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eright\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e146(45.9%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e492(49.6%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eVertigo\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e\u0026lt;0.001\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eyes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e81(25.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e362(36.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eno\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e237(74.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e629(63.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTinnitus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e0.095\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eyes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e144(45.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e502(50.7%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eno\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e174(54.7%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e489(49.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eClassification\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e0.635\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eLow-frequency decline type\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e11(3.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e23(2.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eHigh-frequency decline type\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e17(5.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e64(6.5%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eFlat decline type\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e110(34.6%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e338(34.1%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTotal deafness type\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e180(56.6%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e566(57.1%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eDegree of hearing loss\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u0026nbsp;\u003c/td\u003e\u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e\u003cp\u003e\u0026lt;0.001\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003emild\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e52(16.4%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e41(4.1%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eModerate\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e36(11.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e66(6.7%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eModerate to severe\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e38(11.9%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e92(9.3%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eSevere\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e66(20.8%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e165(16.6%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eExtremely severe\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e53(16.7%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e232(23.4%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTotal deafness\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e73(23.0%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e395(39.9%)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u0026nbsp;\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003eUnivariate logistic regression analysis (Appendix 2) found that gender, affected side and tinnitus did not show statistical significance (P\u0026thinsp;\u0026gt;\u0026thinsp;0.05), and then variables with P\u0026thinsp;\u0026lt;\u0026thinsp;0.05 were included in the multivariate logistic regression model. After adjusting for potential confounding variables, multivariate logistic regression showed that age had a significant negative effect on the degree of recovery (Table\u0026nbsp;\u003cspan refid=\"Tab3\" class=\"InternalRef\"\u003e3\u003c/span\u003e), and the probability of complete recovery decreased by 2. 3% (OR\u0026thinsp;=\u0026thinsp;0. 977,95% CI: 0. 965-0. 99) when the age increased by 1 year. Delayed treatment significantly reduced the recovery rate, with a 10.5% reduction in the probability of complete recovery for each day of delay (OR\u0026thinsp;=\u0026thinsp;0.895,95% CI\u0026thinsp;=\u0026thinsp;0.857\u0026ndash;0.934, P\u0026thinsp;\u0026lt;\u0026thinsp;0.001). For every 1 dB increase in initial PTA, the probability of complete recovery decreased by 4% (OR\u0026thinsp;=\u0026thinsp;0.96, 95% CI\u0026thinsp;=\u0026thinsp;0.943\u0026ndash;0.976, P\u0026thinsp;\u0026lt;\u0026thinsp;0.001). Patients without vertigo had a significantly higher probability of complete recovery (OR\u0026thinsp;=\u0026thinsp;0.638, 95% CI: 0.415\u0026ndash;0.983, P\u0026thinsp;=\u0026thinsp;0.041).\u003c/p\u003e\u003cp\u003e\u003cimg 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\" width=\"746\" height=\"402\"\u003e\u003c/p\u003e\u003cp\u003eIn the hearing loss grading subgroup, there was no significant difference in the recovery probability of mild, moderate and moderate severe hearing loss patients compared with total hearing loss patients (P\u0026thinsp;\u0026gt;\u0026thinsp;0.05), while the partial recovery probability of extremely severe hearing loss patients was higher (OR\u0026thinsp;=\u0026thinsp;2.253 (95% CI: 1.358\u0026ndash;3.739, P\u0026thinsp;=\u0026thinsp;0.002). The degree of hearing loss had no statistically significant effect on complete recovery. Compared with no HBO group, 1\u0026ndash;10 times of HBO treatment significantly improved mild hearing recovery in different HBO subgroups (OR\u0026thinsp;=\u0026thinsp;1.551,95% CI: 1.039\u0026ndash;2.317, P\u0026thinsp;=\u0026thinsp;0.032). The effect of 11\u0026ndash;20 courses of treatment was more significant, and the slight recovery (OR\u0026thinsp;=\u0026thinsp;2.205,95% CI: 1.399\u0026ndash;3.474, P\u0026thinsp;\u0026lt;\u0026thinsp;0.001) and partial recovery (OR\u0026thinsp;=\u0026thinsp;2.236,95% CI: 1.429-3.500, P\u0026thinsp;\u0026lt;\u0026thinsp;0.001) were significantly improved. More than 21 times of intensive treatment, although still maintaining a significant effect, its 95% confidence interval range is expanded, suggesting that the stability of the effect may be reduced. There was no significant difference in outcome for complete recovery (P\u0026thinsp;\u0026gt;\u0026thinsp;0.05). Thirteen patients in HBO group had mild earache symptoms at the first HBO treatment, which were relieved the next day without special treatment. No adverse reactions such as perforation of tympanic membrane, infection in tympanic cavity and obvious fluctuation of blood sugar and blood pressure were found in all patients. However, some patients are afraid of HBO therapy, so effective psychological counseling should be given to patients.\u003c/p\u003e\u003cp\u003eThere was no heterogeneity in treatment efficacy at completion of treatment and at 90-day follow-up (Table\u0026nbsp;\u003cspan refid=\"Tab4\" class=\"InternalRef\"\u003e4\u003c/span\u003e) (Appendix 3). Of note, the efficacy of 11\u0026ndash;20 sessions of HBO expanded over time, from improving only slight and partial recovery to significantly promoting complete recovery (OR\u0026thinsp;=\u0026thinsp;0.422, 95% CI: 0.224\u0026ndash;0.793, P\u0026thinsp;=\u0026thinsp;0.007). Advanced age and delayed treatment are still the limiting factors affecting the prognosis.\u003c/p\u003e\u003cp\u003e\u003cimg 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\" width=\"746\" height=\"483\"\u003e\u003c/p\u003e"},{"header":"4. Discussion","content":"\u003cp\u003e Multi-national guidelines recommend systemic or topical glucocorticoid administration as the preferred initial treatment for SSNHL. Glucocorticoid is the first-line drug for the treatment of SSNHL. Although its specific mechanism of action in the inner ear has not been fully clarified, current studies speculate that its core mechanism is to reduce inner ear edema and inflammation, thereby improving the hearing of patients\u003csup\u003e\u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e21\u003c/span\u003e\u003c/sup\u003e. Although the combination of HBOT and glucocorticoids has been recommended by the guidelines for the treatment of SSNHL, the evidence of clinical efficacy of HBO in SSNHL is still inconsistent\u003csup\u003e\u003cspan additionalcitationids=\"CR23 CR24 CR25\" citationid=\"CR22\" class=\"CitationRef\"\u003e22\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e26\u003c/span\u003e\u003c/sup\u003e, leading to controversy about its exact clinical value\u003csup\u003e\u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e20\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e27\u003c/sup\u003e,\u003csup\u003e28\u003c/sup\u003e. The differences in the results of these studies may be due to the heterogeneity of the study design, the limited statistical power due to insufficient sample size, the different timing of treatment and the diversity of drug combination regimens. In order to overcome the efficacy controversy caused by heterogeneity in previous studies, the following design was adopted in this study. First, the treatment time window was unified. All HBO interventions were strictly limited to 14 days after morbidity, and the confounding effect of delayed treatment was excluded. Second, fix the combination therapy. The HBO treatment group was treated with the same basic treatment plan, that is, systemic or local glucocorticoid therapy, and the dosage and frequency of drugs were standardized to eliminate the influence of the difference of combined medication on the efficacy. Subsequently, the baseline variables are controlled. Multivariate logistic regression models were adjusted to include variables such as age, comorbid vertigo, degree of hearing loss, and time between morbidity and initiation of hyperbaric oxygen therapy to control for baseline imbalances between groups. Finally, standardized efficacy assessment. Siegel criteria were used to assess efficacy and ensure consistency in outcome assessment.\u003c/p\u003e\u003cp\u003eThe results showed that the effective rate of hearing improvement in steroid combined with HBO was significantly higher than that in the basic treatment group without HBO. The patients were graded according to the latest WHO hearing loss classification standard in 2021\u003csup\u003e29\u003c/sup\u003e. For Slight and partial recovery outcomes, the probability of recovery was significantly lower in mild-moderate and severe patients than in total deafness patients, and the probability of recovery was significantly higher in extremely severe patients than in total deafness patients. This is consistent with the research results of Tae-Min Rhee\u003csup\u003e\u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e30\u003c/span\u003e\u003c/sup\u003e. Hearing loss of total deafness is mostly caused by acute inner ear ischemia/hypoxia caused by vasospasm or embolism, resulting in hair cells and neurons in a state of functional inhibition but not necrosis, which is highly sensitive to HBO and hormone blood flow reconstruction treatment, and its treatment responsiveness significantly improves the overall recovery level. In contrast, mild to moderate and severe patients often suffer from chronic injury, mostly due to the destruction of hair cell cilia bundle structure or cochlear neurodegenerative disease\u003csup\u003e\u003cspan citationid=\"CR31\" class=\"CitationRef\"\u003e31\u003c/span\u003e\u003c/sup\u003e, whose irreversible hair cell damage results in delayed response to therapy\u003csup\u003e\u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e32\u003c/span\u003e\u003c/sup\u003e. Mammalian sound perception depends on inner hair cells (IHCs) and outer hair cells (OHCs) in the cochlea, both of which have stereocilia on the top. OHC acts as a sound amplifier by changing the cell length\u003csup\u003e\u003cspan additionalcitationids=\"CR34\" citationid=\"CR33\" class=\"CitationRef\"\u003e33\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR35\" class=\"CitationRef\"\u003e35\u003c/span\u003e\u003c/sup\u003e. The IHC is the primary sound receptor and forms synaptic connections with the spiral ganglion\u003csup\u003e\u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e36\u003c/span\u003e\u003c/sup\u003e. At the same time, because of the relative lack of therapeutic targets, the curative effect of total deafness patients is not as good as that of extremely severe loss type. HBO improves inner ear circulation by increasing tissue oxygen partial pressure, so it has a more significant effect on very severe and total deafness with vascular etiology. At the end of treatment, there was no statistical difference in the outcome of complete recovery among all HBO regimens, while at 90-day follow-up, 11\u0026ndash;20 HBO treatments significantly improved the probability of complete recovery, which may be due to the fact that axonal regeneration and myelin repair usually take 8\u0026ndash;12 weeks\u003csup\u003e\u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e37\u003c/span\u003e\u003c/sup\u003e. Therefore, we speculated that there is also a lag effect in the continuous improvement of hearing. Spiral ganglion cells are the main neurons in the auditory pathway, and their axons form synaptic connections with hair cells to transmit sound signals to the brain\u003csup\u003e\u003cspan citationid=\"CR38\" class=\"CitationRef\"\u003e38\u003c/span\u003e\u003c/sup\u003e.Myelin repair helps restore axonal electrical signaling, supports metabolism, and prevents degeneration\u003csup\u003e\u003cspan citationid=\"CR39\" class=\"CitationRef\"\u003e39\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e40\u003c/sup\u003e.This is of great significance to the recovery of hearing function. In addition, although HBO can rapidly relieve inner ear ischemia, the complete recovery of vascular endothelial function needs longer time\u003csup\u003e\u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e41\u003c/span\u003e\u003c/sup\u003e. The 90-day follow-up period may more fully reflect the final impact of microcirculation reconstruction on hearing.\u003c/p\u003e\u003cp\u003eThis study further validated the importance of early intervention, and the probability of complete recovery decreased significantly for each day of delay from morbidity to treatment, which is consistent with Matteo Cavaliere's view\u003csup\u003e\u003cspan citationid=\"CR42\" class=\"CitationRef\"\u003e42\u003c/span\u003e\u003c/sup\u003e. With the increase of age, the probability of complete recovery of sudden deafness decreased significantly, which was closely related to the atrophy of stria vascularis, the decrease of capillary density and the decrease of inner ear blood flow reserve\u003csup\u003e\u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e43\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e44\u003c/sup\u003e. In addition, aging also leads to a decrease in the regenerative capacity of spiral ganglion cells, further limiting the potential for recovery of hearing function\u003csup\u003e\u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e45\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e46\u003c/sup\u003e. Patients with vertigo have a significantly lower probability of complete recovery, as compared to Lim et al\u003csup\u003e47\u003c/sup\u003e.The results of the study are consistent. SSNHL with vertigo suggests vestibulocochlear artery involvement\u003csup\u003e\u003cspan citationid=\"CR48\" class=\"CitationRef\"\u003e48\u003c/span\u003e\u003c/sup\u003e. Inferior vestibular nerve branch ischemia, higher risk of labyrinthine artery trunk occlusion, and vestibular hair cells share ion channels with cochlear hair cells\u003csup\u003e\u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e49\u003c/span\u003e\u003c/sup\u003e,\u003csup\u003e50\u003c/sup\u003e.Extensive injury leads to difficult repair and poor prognosis.\u003c/p\u003e"},{"header":"5. Conclusions","content":"\u003cp\u003eHBO has definite clinical value in the treatment of SSNHL, and the combination of HBO and glucocorticoid can significantly improve the efficacy. It is more suitable for patients with profound and total deafness. It is recommended to start 10\u0026ndash;20 times of HBO treatment as early as possible within 2 weeks morbidity. Accompanied by Vertigo, increasing age, and high initial PTA significantly reduced the probability of recovery.\u003c/p\u003e\u003cp\u003eOur study also has some limitations, and the sample size of \u0026ge;\u0026thinsp;21 HBO is small, which leads to insufficient statistical power. Underlying disease confounders, such as hypertension, diabetes, and thyroid disease, were not adequately considered. Lack of biomarker detection makes it difficult to explain the mechanism of action in depth. These limitations suggest that prospective randomized controlled studies should be conducted in the future, more potentially important confounding variables should be included and adjusted in the statistical analysis, and blood or body fluid samples should be collected to clarify the mechanism of HBO at the molecular level, so as to provide more reliable evidence-based evidence.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eAcknowledgements\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe present study was funded byShanghai Putuo District Health System Clinical Medicine Discipline Construction Project (grant no. 2024tszk01) and Shanghai Health System Key Discipline (grant no. 2024ZDXK0005).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAvailability of data and materials\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor\u0026rsquo;s\u0026nbsp;\u003c/strong\u003e\u003cstrong\u003econtributions\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003ePan SM,\u0026nbsp;Ge XL and Zhao H, conceived the idea for the study and obtained funding. Sun YT contributed to study design and wrote the manuscript. Wang ZT and Yun Y participated in data analysis.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eEthics approval\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThis trial is registered at ClinicalTrials.gov, PTEC-A-2025-1(S)-1\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003ePatient consent for publication\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCompeting interests\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe authors declare that they haveno competing interests\u003c/p\u003e\n\u003cp\u003eAccording to our guidelines, groups of individuals, institutions or hospitals cannot be generally thanked in this section\u003cem\u003e,\u0026nbsp;\u003c/em\u003eso we have revised the statement to Not applicable. Please confirm\u003c/p\u003e\n\u003cdiv id=\"_com_2\" language=\"JavaScript\"\u003e\n \u003cp\u003ePlease note the revision of the initials in this section, as the first initial of the first/given name and first initial of the surname/family only should be included, in that order\u003c/p\u003e\n \u003cp\u003eAlso, in this section, please specify the author(s) who performed the literature search\u003c/p\u003e\n\u003c/div\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eChandrasekhar, S. S. et al. Clinical Practice Guideline: Sudden Hearing Loss (Update). \u003cem\u003eOtolaryngol. 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Physiol.\u003c/em\u003e \u003cb\u003e598\u003c/b\u003e, 853\u0026ndash;889. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003e10.1113/JP278680\u003c/span\u003e\u003cspan address=\"10.1113/JP278680\" targettype=\"DOI\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e (2020).\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"HBO, SSNHL, Hearing recovery, Treatment","lastPublishedDoi":"10.21203/rs.3.rs-7581092/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7581092/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003ch2\u003eBackground\u003c/h2\u003e\u003cp\u003eThe best course of hyperbaric oxygen (HBO) therapy for sudden sensorineural hearing loss (SSNHL) and the difference of curative effect on different degrees of hearing loss are not clear in the existing studies. There is an urgent need to optimize HBO treatment strategies through standardized protocols.\u003c/p\u003e\u003ch2\u003eMethods\u003c/h2\u003e\u003cp\u003eThe multicenter retrospective cohort study (n\u0026thinsp;=\u0026thinsp;1309) was conducted to explore the efficacy optimization and influencing factors of HBO in the treatment of SSNHL. From January 2022 to September 2024, patients who met the 2019 American Academy of Otolaryngology Head and Neck Surgery Clinical Practice Guidelines for sudden deafness were enrolled in the study. HBO group (n\u0026thinsp;=\u0026thinsp;991) received 2.2 ATA hyperbaric oxygen combined with hormone therapy, while non-HBO group (n\u0026thinsp;=\u0026thinsp;318) received only corticosteroid therapy. The primary outcome was the rate of hearing recovery at the end of treatment, and the secondary outcome was the rate of hearing recovery 90 days after treatment.\u003c/p\u003e\u003ch2\u003eResults\u003c/h2\u003e\u003cp\u003e11\u0026ndash;20 times of HBO significantly increased the slight recovery rate (OR\u0026thinsp;=\u0026thinsp;2.205,95% CI: 1.399\u0026ndash;3.474, P\u0026thinsp;=\u0026thinsp;0.001) and the partial recovery (OR\u0026thinsp;=\u0026thinsp;2.236,95% CI: 1.429-3.500, P\u0026thinsp;\u0026lt;\u0026thinsp;0.001), but had no significant effect on complete recovery. The 90-day follow-up results showed no heterogeneity with respect to the effect at completion of treatment, but the efficacy of 11\u0026ndash;20 HBO sessions extended over time from improving only slight and partial recovery to significantly promoting complete recovery (OR\u0026thinsp;=\u0026thinsp;0.422, 95% CI: 0.224\u0026ndash;0.793, P\u0026thinsp;=\u0026thinsp;0.007). The degree of hearing loss significantly affected the efficacy. Compared with the patients with total deafness, the partial recovery of patients with mild/moderate to severe deafness was significantly lower (92.5%, 91.6%, 67.0%), while the partial recovery of patients with very severe deafness was significantly higher (125.3%). Multivariate regression analysis showed that age, delayed treatment, vertigo and high initial pure tone threshold were independent prognostic factors (P\u0026thinsp;\u0026lt;\u0026thinsp;0.05). No serious adverse events occurred.\u003c/p\u003e\u003ch2\u003eConclusion\u003c/h2\u003e\u003cp\u003eHBO combined with corticosteroids can improve hearing recovery.It is recommended to implement 10\u0026ndash;20 times of HBO therapy as early as possible morbidity 2 weeks, especially for patients with extremely severe and total deafness.In the future, it is necessary to unify the efficacy criteria to promote individualized treatment.\u003c/p\u003e","manuscriptTitle":"Therapeutic effect optimization and influencing factors of hyperbaric oxygen in the treatment of sudden sensorineural hearing loss","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-10-08 07:12:49","doi":"10.21203/rs.3.rs-7581092/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"0bdcfb38-a8cd-4e47-938b-e50986a487b3","owner":[],"postedDate":"October 8th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[{"id":55764526,"name":"Health sciences/Diseases"},{"id":55764527,"name":"Health sciences/Health care"},{"id":55764528,"name":"Health sciences/Medical research"},{"id":55764529,"name":"Health sciences/Neurology"}],"tags":[],"updatedAt":"2025-10-14T04:53:32+00:00","versionOfRecord":[],"versionCreatedAt":"2025-10-08 07:12:49","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7581092","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7581092","identity":"rs-7581092","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}