{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,9]],"date-time":"2026-11-09T06:08:20Z","timestamp":1794204500551,"version":"4.8.0"},"reference-count":32,"publisher":"American Medical Association (AMA)","issue":"10","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Otolaryngol Head Neck Surg"],"published-print":{"date-parts":[[2024,10,1]]},"abstract":"<jats:sec id=\"ab-ooi240060-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>The prognosis of idiopathic sudden onset sensorineural hearing loss (iSSNHL) is uncertain, which creates challenges in clinical decision-making for ear, nose, and throat (ENT) physicians and adds to the burden of the condition experienced by patients.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To develop and internally validate a prognostic model for hearing recovery among patients with iSSNHL to support ENT surgeons in making informed and individualized treatment decisions.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-6\">\n                    <jats:title>Design, Settings, and Participants<\/jats:title>\n                    <jats:p>This prognostic study and model used cohort data from the Sudden Onset Sensorineural Hearing Loss study, which included 812 patients (age \u226516 years) diagnosed with iSSNHL at 76 National Health Service ENT departments in the UK from December 2019 to May 2022. Nine variables previously reported as independent prognostic factors for complete recovery of patients with iSSNHL were selected for inclusion. The final model was internally validated using bootstrapping with 500 repetitions, then coefficients were adjusted for the degree of optimism in the model. The model intercept was reassessed after adjustment of model coefficients. Impact of individual predictors was evaluated by estimating odds ratios with corresponding 95% CIs. Model performance was re-evaluated after internal validation and expressed by discrimination, calibration, and clinical utility. Data analyses were performed from March 2022 to April 2024.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-7\">\n                    <jats:title>Intervention<\/jats:title>\n                    <jats:p>Routine treatment (per National Health Service standards), including oral steroids and intratympanic steroid injections.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-8\">\n                    <jats:title>Main Outcome and Measures<\/jats:title>\n                    <jats:p>Complete hearing recovery defined as a return to within 10 dB of the patient\u2019s before iSSNHL hearing levels at all frequencies in the affected ear at 6 to 16 weeks after iSSNHL symptom onset.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The study sample included 498 patients (mean [SD] age, 58.7 [16.0] years; 215 [46.9%] females and 243 [53.1%] males) who met the criteria for inclusion in the model. Of those, 210 (46%) were classified as having experienced complete hearing recovery. Five variables were found to be independent predictors for complete hearing recovery: steroid treatment within 7 days from symptom onset (OR, 5.23 vs no treatment ), lower severity of hearing loss at presentation (OR, 0.19 if loss is mild), absence of vertigo (OR, 0.56 vs no vertigo), younger patient age (OR, 0.64 per year), and a history of cardiovascular disease (OR, 1.84 vs no cardiovascular disease). The model showed good performance after internal validation with a c-index of 0.77 (95% CI, 0.7-0.81). Predictions for complete recovery aligned well with observed complete recovery rates, and greater clinical utility than treat all or treat none strategies was shown.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-ooi240060-10\">\n                    <jats:title>Conclusion and Relevance<\/jats:title>\n                    <jats:p>This prognostic model evaluated in this study may be able to assist ENT surgeons in making informed treatment decisions for individual patients with iSSNHL. It is available online at no cost.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamaoto.2024.2598","type":"journal-article","created":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:50:21Z","timestamp":1725537021000},"page":"896","source":"Crossref","is-referenced-by-count":23,"title":["A Prognostic Model to Predict Hearing Recovery in Patients With Idiopathic Sudden Onset Sensorineural Hearing Loss"],"prefix":"10.1001","volume":"150","author":[{"given":"Rishi","family":"Mandavia","sequence":"first","affiliation":[{"name":"National Institute for Health Care Research, University College London Hospital Biomedical Research Centre Hearing Health Theme, London, United Kingdom"},{"name":"University College London Ear Institute, London, United Kingdom"},{"name":"Royal National Ear, Nose, and Throat & Eastman Dental Hospital University College London Hospital Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikhil","family":"Joshi","sequence":"additional","affiliation":[{"name":"National Institute for Health Care Research, University College London Hospital Biomedical Research Centre Hearing Health Theme, London, United Kingdom"},{"name":"University College London Ear Institute, London, United Kingdom"},{"name":"Royal National Ear, Nose, and Throat & Eastman Dental Hospital University College London Hospital Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gerjon","family":"Hannink","sequence":"additional","affiliation":[{"name":"Department of Medical Imaging, Radboud University Medical Centre, Nijmegen, the Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhammad Nayeem","family":"Ahmed","sequence":"additional","affiliation":[{"name":"East Kent Hospitals University, National Health Service (NHS) Foundation Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dilen","family":"Parmar","sequence":"additional","affiliation":[{"name":"Shrewsbury and Telford Hospital, NHS Foundation Trust, Kent, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Silvia","family":"Di Bonaventura","sequence":"additional","affiliation":[{"name":"Royal National Ear, Nose, and Throat & Eastman Dental Hospital University College London Hospital Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paola","family":"Gomes","sequence":"additional","affiliation":[{"name":"School of Medicine, Imperial College London, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Isha","family":"Iqbal","sequence":"additional","affiliation":[{"name":"School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Scotland, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James","family":"Lyles","sequence":"additional","affiliation":[{"name":"Guy\u2019s and St Thomas\u2019 NHS Foundation Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anne G. M.","family":"Schilder","sequence":"additional","affiliation":[{"name":"National Institute for Health Care Research, University College London Hospital Biomedical Research Centre Hearing Health Theme, London, United Kingdom"},{"name":"University College London Ear Institute, London, United Kingdom"},{"name":"Royal National Ear, Nose, and Throat & Eastman Dental Hospital University College London Hospital Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nishchay","family":"Mehta","sequence":"additional","affiliation":[{"name":"National Institute for Health Care Research, University College London Hospital Biomedical Research Centre Hearing Health Theme, London, United Kingdom"},{"name":"University College London Ear Institute, London, United Kingdom"},{"name":"Royal National Ear, Nose, and Throat & Eastman Dental Hospital University College London Hospital Trust, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"SEASHEL collaborative","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","reference":[{"issue":"1_suppl","key":"ooi240060r1","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1177\/0194599819859885","article-title":"Clinical practice guideline: sudden hearing loss (update).","volume":"161","author":"Chandrasekhar","year":"2019","journal-title":"Otolaryngol Head Neck Surg"},{"issue":"3","key":"ooi240060r2","first-page":"S1","article-title":"Clinical practice guideline: sudden hearing loss.","volume":"146","author":"Stachler","year":"2012","journal-title":"Otolaryngol Head Neck Surg"},{"issue":"6","key":"ooi240060r3","doi-asserted-by":"publisher","DOI":"10.1016\/j.amjoto.2023.103965","article-title":"Noninvasive prognostic factors and web predictive tools for idiopathic sudden sensorineural hearing loss.","volume":"44","author":"Huang","year":"2023","journal-title":"Am J Otolaryngol"},{"issue":"1","key":"ooi240060r4","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1177\/00034894221075114","article-title":"Prognosis of idiopathic sudden sensorineural hearing loss: the nomogram perspective.","volume":"132","author":"Wu","year":"2023","journal-title":"Ann Otol Rhinol Laryngol"},{"issue":"1S","key":"ooi240060r5","doi-asserted-by":"publisher","first-page":"S23","DOI":"10.1016\/j.anorl.2017.12.011","article-title":"International consensus (ICON) on treatment of sudden sensorineural hearing loss.","volume":"135","author":"Marx","year":"2018","journal-title":"Eur Ann Otorhinolaryngol Head Neck Dis"},{"issue":"4","key":"ooi240060r6","doi-asserted-by":"publisher","first-page":"927","DOI":"10.1002\/lary.26133","article-title":"Quality of life and hearing eight years after sudden sensorineural hearing loss.","volume":"127","author":"H\u00e4rk\u00f6nen","year":"2017","journal-title":"Laryngoscope"},{"issue":"3","key":"ooi240060r7","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1177\/0194599820902387","article-title":"Metachronous sudden sensorineural hearing loss: patient characteristics and treatment outcomes.","volume":"162","author":"Cooper","year":"2020","journal-title":"Otolaryngol Head Neck Surg"},{"issue":"10-11","key":"ooi240060r8","doi-asserted-by":"publisher","first-page":"E7","DOI":"10.1177\/0145561318097010-1101","article-title":"Anxiety and depression in patients with sudden one-sided hearing loss.","volume":"97","author":"Arslan","year":"2018","journal-title":"Ear Nose Throat J"},{"issue":"3","key":"ooi240060r10","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1177\/1084713811408349","article-title":"Sudden sensorineural hearing loss: a review of diagnosis, treatment, and prognosis.","volume":"15","author":"Kuhn","year":"2011","journal-title":"Trends Amplif"},{"issue":"4 Pt 1","key":"ooi240060r11","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1177\/000348947708600406","article-title":"Natural history of sudden sensorineural hearing loss.","volume":"86","author":"Mattox","year":"1977","journal-title":"Ann Otol Rhinol Laryngol"},{"issue":"6","key":"ooi240060r12","doi-asserted-by":"publisher","first-page":"582","DOI":"10.1001\/archotol.133.6.582","article-title":"Treatment of sudden sensorineural hearing loss: II. a meta-analysis.","volume":"133","author":"Conlin","year":"2007","journal-title":"Arch Otolaryngol Head Neck Surg"},{"issue":"1","key":"ooi240060r13","doi-asserted-by":"publisher","first-page":"9","DOI":"10.7874\/jao.2017.21.1.9","article-title":"Prognostic factors for recovery from sudden sensorineural hearing loss: a retrospective study.","volume":"21","author":"Kang","year":"2017","journal-title":"J Audiol Otol"},{"issue":"7","key":"ooi240060r14","doi-asserted-by":"publisher","DOI":"10.1002\/14651858.CD003998.pub3","article-title":"Steroids for idiopathic sudden sensorineural hearing loss.","volume":"2013","author":"Wei","year":"2013","journal-title":"Cochrane Database Syst Rev"},{"issue":"6","key":"ooi240060r15","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1001\/archotol.133.6.573","article-title":"Treatment of sudden sensorineural hearing loss: I. a systematic review.","volume":"133","author":"Conlin","year":"2007","journal-title":"Arch Otolaryngol Head Neck Surg"},{"issue":"9","key":"ooi240060r16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0221713","article-title":"A systematic review and network meta-analysis of existing pharmacologic therapies in patients with idiopathic sudden sensorineural hearing loss.","volume":"14","author":"Ahmadzai","year":"2019","journal-title":"PLoS One"},{"issue":"2","key":"ooi240060r17","doi-asserted-by":"publisher","first-page":"104","DOI":"10.21037\/atm-22-5647","article-title":"Nomogram for predicting the prognosis of sudden sensorineural hearing loss patients based on clinical characteristics: a retrospective cohort study.","volume":"11","author":"Zhang","year":"2023","journal-title":"Ann Transl Med"},{"issue":"2","key":"ooi240060r18","doi-asserted-by":"publisher","first-page":"122","DOI":"10.5152\/iao.2015.1227","article-title":"Recovery of idiopathic sudden sensorineural hearing loss.","volume":"11","author":"Edizer","year":"2015","journal-title":"J Int Adv Otol"},{"key":"ooi240060r19","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2022.976393","article-title":"Systemic steroid administration combined with intratympanic steroid injection in the treatment of a unilateral sudden hearing loss prognosis prediction model: a retrospective observational study.","volume":"13","author":"Yuan","year":"2022","journal-title":"Front Neurol"},{"key":"ooi240060r20","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2023.1230340","article-title":"Clinical characteristics and prognosis of sudden sensorineural hearing loss in single-sided deafness patients.","volume":"14","author":"Liu","year":"2023","journal-title":"Front Neurol"},{"issue":"4","key":"ooi240060r21","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1097\/MAO.0b013e31816fdcb4","article-title":"Prognostic model for predicting hearing recovery in idiopathic sudden sensorineural hearing loss.","volume":"29","author":"Cvorovic","year":"2008","journal-title":"Otol Neurotol"},{"key":"ooi240060r22","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12916-014-0241-z","article-title":"Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement.","volume":"13","author":"Collins","year":"2015","journal-title":"BMC Med"},{"issue":"9","key":"ooi240060r23","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2020-038552","article-title":"Prognostic factors for outcomes of idiopathic sudden sensorineural hearing loss: protocol for the SeaSHeL national prospective cohort study.","volume":"10","author":"Mandavia","year":"2020","journal-title":"BMJ Open"},{"key":"ooi240060r24","doi-asserted-by":"publisher","first-page":"m441","DOI":"10.1136\/bmj.m441","article-title":"Calculating the sample size required for developing a clinical prediction model.","volume":"368","author":"Riley","year":"2020","journal-title":"BMJ"},{"issue":"4","key":"ooi240060r25","doi-asserted-by":"publisher","first-page":"614","DOI":"10.1002\/bimj.201400004","article-title":"The estimation and use of predictions for the assessment of model performance using large samples with multiply imputed data.","volume":"57","author":"Wood","year":"2015","journal-title":"Biom J"},{"issue":"3","key":"ooi240060r28","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1002\/bimj.201700067","article-title":"Variable selection - A review and recommendations for the practicing statistician.","volume":"60","author":"Heinze","year":"2018","journal-title":"Biom J"},{"key":"ooi240060r29","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1186\/1471-2288-14-40","article-title":"External validation of multivariable prediction models: a systematic review of methodological conduct and reporting.","volume":"14","author":"Collins","year":"2014","journal-title":"BMC Med Res Methodol"},{"key":"ooi240060r30","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1186\/s41512-019-0064-7","article-title":"A simple, step-by-step guide to interpreting decision curve analysis.","volume":"3","author":"Vickers","year":"2019","journal-title":"Diagn Progn Res"},{"issue":"1","key":"ooi240060r32","doi-asserted-by":"publisher","first-page":"42","DOI":"10.3390\/diagnostics11010042","article-title":"Biomarkers for inner ear disorders: scoping review on the role of biomarkers in hearing and balance disorders.","volume":"11","author":"Gomaa","year":"2020","journal-title":"Diagnostics (Basel)"},{"key":"ooi240060r26","doi-asserted-by":"crossref","DOI":"10.1201\/9780429492259","volume-title":"Flexible imputation of missing data","author":"van Buuren","year":"2018","edition":"2nd ed"},{"key":"ooi240060r27","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-19425-7","volume-title":"Regression modeling strategies with applications to linear models, logistic and ordinal regression, and survival analysis","author":"Harrell","year":"2015"},{"key":"ooi240060r9","unstructured":"National Institute for Health and Care Excellence. Hearing loss in adults: assessment and management. NICE guideline NG98. 2018. Accessed November 17, 2021. http:\/\/www.nice.org.uk\/guidance\/ng98"},{"key":"ooi240060r31","unstructured":"Mandavia? R, Joshi? N, Hannink? G, ; SEASHEL collaborative. SEASHEL calculator: recovery calculator for patients presenting with unilateral sudden sensorineural hearing loss. Accessed August 1, 2024. https:\/\/suddenhearingloss.shinyapps.io\/recovery"}],"container-title":["JAMA Otolaryngology\u2013Head &amp; Neck Surgery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamaotolaryngology\/articlepdf\/2822945\/jamaotolaryngology_mandavia_2024_oi_240060_1728498421.50165.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T11:08:08Z","timestamp":1728558488000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamaotolaryngology\/fullarticle\/2822945"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,1]]},"references-count":32,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2024,10,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamaoto.2024.2598","relation":{},"ISSN":["2168-6181"],"issn-type":[{"value":"2168-6181","type":"print"}],"subject":[],"published":{"date-parts":[[2024,10,1]]}}}