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Chen W, Yu S, Xiao H, Lin N, Wang X, Li B, Sha Y. A novel radiomics nomogram based on T2-sampling perfection with application-optimized contrasts using different flip-angle evolutions (SPACE) images for predicting cochlear and vestibular endolymphatic hydrops in Meniere's disease patients. Eur Radiol 2024; 34:6082-6091. [PMID: 38457037 DOI: 10.1007/s00330-024-10670-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/03/2024] [Accepted: 02/13/2024] [Indexed: 03/09/2024]
Abstract
OBJECTIVES To construct and validate a radiomics nomogram based on T2-sampling perfection with application-optimized contrasts using different flip-angle evolutions (SPACE) images for predicting cochlear and vestibular endolymphatic hydrops (EH) in Meniere's disease patients. METHODS A total of 156 patients (312 affected ears) with bilateral definite Meniere's disease who underwent delayed enhancement MRI scans were enrolled in this study. All ears of the patients were divided into a training set (n = 218) and an internal validation set (n = 94). A radiomics nomogram was constructed from radiomics features extracted from the T2-SPACE images, and a radiomics score was calculated. Performance of the radiomics nomogram was assessed using receiver operating characteristics analysis. RESULTS Five features were selected for the construction of the cochlear radiomics nomogram, and seven features for the vestibular radiomics nomogram. The radiomics nomograms exhibited robust performance in differentiating between EH-positive and EH-negative statuses in both training and validation cohorts, with the area under the receiver operating characteristics curve values for cochlear and vestibular radiomic nomograms being 0.703 and 0.728 in the training set, and 0.718 and 0.701 in the validation set, respectively. CONCLUSION The novel radiomics nomograms based on T2-SPACE images were successfully constructed to predict cochlear and vestibular EH in Meniere's disease. The models showed a solid and superior performance and may play an important role in the EH prediction. CLINICAL RELEVANCE STATEMENT We constructed a novel radiomics nomogram, which can be a very useful tool for predicting cochlear and vestibular endolymphatic hydrops in Meniere's disease patients. KEY POINTS • This is the first T2-SPACE-based nomogram to predict cochlear and vestibular endolymphatic hydrops. • The nomogram is of great value to patients who are unable to undergo delayed enhancement MRI scans.
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Affiliation(s)
- Wei Chen
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Department of Interventional Radiology, Zhongshan Hospital of Fudan University, Shanghai, China
- Department of Radiology, Eye & ENT Hospital of Fudan University, Shanghai, China
| | - Sihui Yu
- Department of Radiology, Eye & ENT Hospital of Fudan University, Shanghai, China
| | - Hanyu Xiao
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Department of Radiology, Eye & ENT Hospital of Fudan University, Shanghai, China
| | - Naier Lin
- Department of Radiology, Eye & ENT Hospital of Fudan University, Shanghai, China
| | - Xiaolin Wang
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China
- Department of Interventional Radiology, Zhongshan Hospital of Fudan University, Shanghai, China
| | - Bingrong Li
- Department of Radiology, Lishui Central Hospital, Lishui, China.
| | - Yan Sha
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, China.
- Department of Radiology, Eye & ENT Hospital of Fudan University, Shanghai, China.
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Leng Y, Fan W, Liu Y, Zhou R, Shen Y, Ma H, Liu B. Association of contrast-enhanced MRI of inner ear and caloric response in patients with clinically diagnosed ipsilateral delayed endolymphatic hydrops. Acta Otolaryngol 2024; 144:417-422. [PMID: 39243169 DOI: 10.1080/00016489.2024.2392275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 08/06/2024] [Accepted: 08/08/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Patients with delayed endolymphatic hydrops (DEH) often show caloric hypofunction and endolymphatic hydrops (ELH) on gadolinium (Gd) enhanced magnetic resonance imaging (MRI) of the inner ear. OBJECTIVES We aimed to investigate the relationship between the ELH in vivo and caloric results in ipsilateral DEH. MATERIAL AND METHODS Twelve patients with ipsilateral DEH were included, who underwent delayed MRI following intratympanic Gd application, pure-tone audiometry, caloric test, and video head impulse test (vHIT). RESULTS For the affected ears, the overall prevalence of inner ear hydrops was 91.7%, including 75% in the cochlear and 50% in vestibular compartment. For the non-affected ears, the overall prevalence of inner ear hydrops was 25%, including 25% in cochlear and 16.7% in vestibular region. Caloric hypofunction was demonstrated in 75% of the affected ears. No pathologic vHIT were found. Caloric results were in agreement with the radiological evidence of inner ear hydrops on affected and non-affected ears in 9 cases. There was fair concordance between inner ear hydrops and canal paresis abnormality on the affected side. CONCLUSIONS AND SIGNIFICANCE MRI provides auxiliary evidence of ELH in vivo in the ipsilateral DEH-affected ears. The association between morphological alterations and caloric hypofunction warrants further investigation.
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Affiliation(s)
- Yangming Leng
- Department of Otorhinolaryngology-Head and Neck Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Wenliang Fan
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, PR China
| | - Yingzhao Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Renhong Zhou
- Department of Otorhinolaryngology-Head and Neck Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
| | - Ying Shen
- Department of Otorhinolaryngology, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, PR China
| | - Hui Ma
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, PR China
| | - Bo Liu
- Department of Otorhinolaryngology-Head and Neck Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, PR China
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Lee SU, Park E, Kim HJ, Choi JY, Kim JS. Evolution of Vestibular Findings During and Between the Attacks of Meniere Disease: Update. Neurol Clin Pract 2024; 14:e200235. [PMID: 38223349 PMCID: PMC10783974 DOI: 10.1212/cpj.0000000000200235] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/13/2023] [Indexed: 01/16/2024]
Abstract
Purpose of Review The diagnosis of Meniere disease (MD) has based on characteristics of vertigo and findings of audiologic evaluation. This review focuses on the recent findings of the evolution of vestibular function and their underlying physiology during and between the attacks of MD and thus aims to help identify this common disorder with many faces according to the phase. Recent Findings During the attacks, the direction of spontaneous nystagmus changes over time, beating initially toward the affected ear (irritative nystagmus), then toward the healthy ear (paretic nystagmus), and finally back toward the affected ear again (recovery nystagmus). Apart from these direction changes, atypical forms of spontaneous nystagmus, such as downbeat, discordant horizontal-torsional, and aperiodic alternating nystagmus, can be observed. Head impulse tests (HITs) are mostly normal during the irritative/recovery phases, but positive in more than half of patients during the paretic phase. By contrast, caloric tests are usually abnormal irrespective of the phases, although paradoxical caloric hyper-responsiveness can be observed in 18% of patients during the irritative/recovery phases. Thus, dissociation in the findings of caloric tests-HITs can be observed during and between the attacks. Horizontal head shaking tends to augment spontaneous nystagmus during each phase, while skull vibration mostly induces nystagmus beating toward the healthy ear irrespective of the phases. During the attacks, ocular vestibular-evoked myogenic potentials (VEMPs) may be enhanced, whereas cervical VEMPs are usually decreased during stimulation of the involved ear. Summary Recognizing these evolutions of vestibular findings during and between the attacks of MD would provide insights into its pathophysiology and aid in treatments and diagnosis.
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Affiliation(s)
- Sun-Uk Lee
- Department of Neurology (S-UL), Korea University Medical Center; Neurotology and Neuro-ophthalmology Laboratory (S-UL, EP), Korea University Anam Hospital; Department of Otorhinolaryngology-Head and Neck Surgery (EP), Korea University College of Medicine, Seoul, South Korea; Biomedical Research Institute (H-JK), Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Neurology (J-YC, J-SK), Seoul National University College of Medicine, Seoul, South Korea; and Dizziness Center (J-YC, J-SK), Clinical Neuroscience Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Euyhyun Park
- Department of Neurology (S-UL), Korea University Medical Center; Neurotology and Neuro-ophthalmology Laboratory (S-UL, EP), Korea University Anam Hospital; Department of Otorhinolaryngology-Head and Neck Surgery (EP), Korea University College of Medicine, Seoul, South Korea; Biomedical Research Institute (H-JK), Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Neurology (J-YC, J-SK), Seoul National University College of Medicine, Seoul, South Korea; and Dizziness Center (J-YC, J-SK), Clinical Neuroscience Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Hyo-Jung Kim
- Department of Neurology (S-UL), Korea University Medical Center; Neurotology and Neuro-ophthalmology Laboratory (S-UL, EP), Korea University Anam Hospital; Department of Otorhinolaryngology-Head and Neck Surgery (EP), Korea University College of Medicine, Seoul, South Korea; Biomedical Research Institute (H-JK), Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Neurology (J-YC, J-SK), Seoul National University College of Medicine, Seoul, South Korea; and Dizziness Center (J-YC, J-SK), Clinical Neuroscience Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Jeong-Yoon Choi
- Department of Neurology (S-UL), Korea University Medical Center; Neurotology and Neuro-ophthalmology Laboratory (S-UL, EP), Korea University Anam Hospital; Department of Otorhinolaryngology-Head and Neck Surgery (EP), Korea University College of Medicine, Seoul, South Korea; Biomedical Research Institute (H-JK), Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Neurology (J-YC, J-SK), Seoul National University College of Medicine, Seoul, South Korea; and Dizziness Center (J-YC, J-SK), Clinical Neuroscience Center, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Ji-Soo Kim
- Department of Neurology (S-UL), Korea University Medical Center; Neurotology and Neuro-ophthalmology Laboratory (S-UL, EP), Korea University Anam Hospital; Department of Otorhinolaryngology-Head and Neck Surgery (EP), Korea University College of Medicine, Seoul, South Korea; Biomedical Research Institute (H-JK), Seoul National University Bundang Hospital, Seongnam, South Korea; Department of Neurology (J-YC, J-SK), Seoul National University College of Medicine, Seoul, South Korea; and Dizziness Center (J-YC, J-SK), Clinical Neuroscience Center, Seoul National University Bundang Hospital, Seongnam, South Korea
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Tian L, Chen Z, Wang J, Zhang L, Zhao H, Chi F, Wang J. High frequency hearing loss may act as a screening index evaluating otolith function in vertigo patients with normal semi-circular canal function. Front Neurol 2022; 13:978490. [PMID: 36062007 PMCID: PMC9437537 DOI: 10.3389/fneur.2022.978490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 07/29/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveTo investigate whether otolith dysfunction is related to hearing impairment in vertigo patients with normal semicircular canal function, and to clarify the types of hearing impairment that may be related to otolith organ damage.MethodsThe demographic data, pure tone threshold audiometry (PTA) results (air-conduction), data of bithermal and video-head impulse test (vHIT), and vestibular evoked myogenic potential (VEMP) results (reaction threshold, P1–N1 amplitude) of patients with vertigo in outpatient clinic from April 2017 to January 2020 were collected. The clinical records of 51 vertigo patients with normal semicircular canal function were included in this study. Low-frequency, speech-frequency, high-frequency, full-frequency PTA were defined as the average of PTA in different frequency bands, respectively (low: 0.125, 0.25, 0.5 kHz; speech: 0.5, 1, 2 kHz, high: 4, 8 kHz, full 0.125–8 kHz). The correlations between hearing impairment in different frequency bands and otolith function impairment were analyzed.ResultsThe mean thresholds of 51 patients (102 ears) in low-PTA, speech-PTA, high-PTA, full-PTA were 20.95 ± 6.01, 21.92 ± 6.90, 40.12 ± 17.47, 26.97 ± 8.53 dB nHL, respectively. Among 102 ears, 87 ears (85.3%) could elicit c-VEMP waveforms and 65 ears (63.7%) had o-VEMP waveforms. The mean threshold and P1–N1 amplitude of c-VEMP were 83.10 ± 6.96 dB nHL and 176.79 ± 103.10 uV, while those of o-VEMP were 87.92 ± 5.99 dB nHL and 21.45 ± 32.22 uV. The mean threshold in high-PTA was significantly linearly correlated with c-VEMP threshold (P = 0.01) and P1–N1 amplitude (P = 0.028). There were not significant linear correlations between the mean threshold in each frequency band of PTA and o-VEMP threshold (low-PTA: P = 0.266, speech-PTA: P = 0.33, high-PTA: P = 0.311) or P1–N1 amplitude (low-PTA: P = 0.414, speech-PTA: P = 0.069, high-PTA: P = 0.08).ConclusionsThere is a positive linear correlation between saccule dysfunction and high-frequency hearing impairment in vertigo patients with normal semi-circular canal function. High frequency hearing loss can be expected in patients who have saccular damage. It suggests that high frequency hearing loss in PTA may act as a screening index that otolith organ function should be comprehensively evaluated.
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Affiliation(s)
- Liang Tian
- Ear, Nose, Throat (ENT) Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China
- National Health Council Key Laboratory of Hearing Medicine (Fudan University), Shanghai, China
| | - Zhongchun Chen
- Department of Otorhinolaryngology-Head and Neck Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Jinyu Wang
- Ear, Nose, Throat (ENT) Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China
- National Health Council Key Laboratory of Hearing Medicine (Fudan University), Shanghai, China
| | - Lei Zhang
- Ear, Nose, Throat (ENT) Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China
- National Health Council Key Laboratory of Hearing Medicine (Fudan University), Shanghai, China
| | - Hao Zhao
- Department Nuclear Medicine, The Affiliated Tai'an City Central Hospital of Qingdao University, Tai'an, China
| | - Fanglu Chi
- Ear, Nose, Throat (ENT) Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China
- National Health Council Key Laboratory of Hearing Medicine (Fudan University), Shanghai, China
| | - Jing Wang
- Ear, Nose, Throat (ENT) Institute and Department of Otorhinolaryngology, Eye and ENT Hospital, Fudan University, Shanghai, China
- National Health Council Key Laboratory of Hearing Medicine (Fudan University), Shanghai, China
- *Correspondence: Jing Wang
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