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Boubaker F, Gillet R, Parietti-Winkler C, Nickel D, Veillon F, Eliezer M. Breaking barriers in inner ear MRI: The changing role of deep learning reconstruction. Diagn Interv Imaging 2024:S2211-5684(24)00175-X. [PMID: 39271366 DOI: 10.1016/j.diii.2024.07.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 09/15/2024]
Affiliation(s)
- Fatma Boubaker
- Guilloz Imaging Department, Central Hospital, University Hospital of Nancy, 54000, Nancy, France.
| | - Romain Gillet
- Guilloz Imaging Department, Central Hospital, University Hospital of Nancy, 54000, Nancy, France; Université de Lorraine, INSERM, IADI, 54000, Nancy, France; Université de Lorraine, CIC, Innovation Technologique, University Hospital Center of Nancy, 54000, Nancy, France
| | - Cécile Parietti-Winkler
- Department of ENT Surgery, Central Hospital, University Hospital of Nancy, 54000 Nancy, France
| | | | - Francis Veillon
- Department of Radiology 1, Hautepierre Hospital, University Hospitals of Strasbourg, 67000 Strasbourg, France
| | - Michael Eliezer
- Department of Radiology, Centre Hospitalier National Ophtalmologique des 15-20, 75571 Paris, France
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Zhao M, Jiang H, Zhang S, Liu K, Zhou L, Wu D, Wen X, Hu J, Wang X, Liu Z, Sha Y, Zeng M. An unenhanced 3D-FLAIR sequence using long repetition time and constant flip angle to image endolymphatic hydrops. Eur Radiol 2024:10.1007/s00330-024-10906-1. [PMID: 38985183 DOI: 10.1007/s00330-024-10906-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 04/21/2024] [Accepted: 05/07/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVES To evaluate a three-dimensional fluid-attenuated inversion recovery (3D-FLAIR) sequence using a long repetition time (TR) and constant flip angle (CFA) in differentiating between perilymph and endolymph in a phantom study, and unenhanced endolymphatic hydrops (EH) imaging in a patient study. METHODS Three solutions in similar ion and protein concentrations with endolymph, perilymph, and cerebrospinal fluid were prepared for variable flip angle (VFA) 3D-FLAIR (TR 10,000 ms) and CFA (120°) 3D-FLAIR using different TR (10,000, 16,000, and 20,000 ms). Fifty-two patients with probable or definite Meniere's disease received unenhanced CFA (120°) 3D-FLAIR using a long TR (20,000 ms) and 4-h-delay enhanced CFA (120°) 3D-FLAIR (TR 16,000 ms). Image quality, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) of them were compared. Agreement in the evaluation of the EH degree between them was analyzed. RESULTS In the phantom study, CNRs between perilymphatic and endolymphatic samples of VFA 3D-FLAIR (TR 10,000 ms) and CFA 3D-FLAIR (TR 10,000, 16,000, and 20,000 ms) were 6.66 ± 1.30, 17.90 ± 2.76, 23.87 ± 3.09, and 28.22 ± 3.15 (p < 0.001). In patient study, average score (3.65 ± 0.48 vs. 4.19 ± 0.40), SNR (34.56 ± 9.80 vs. 51.40 ± 11.27), and CNR (30.66 ± 10.55 vs. 45.08 ± 12.27) of unenhanced 3D-FLAIR were lower than enhanced 3D-FLAIR (p < 0.001). Evaluations of the two sequences showed excellent agreement in the cochlear and vestibule (Kappa value: 0.898 and 0.909). CONCLUSIONS The CFA 3D-FLAIR sequence using a long TR could be used in unenhanced EH imaging with high accuracy. CLINICAL RELEVANCE STATEMENT Unenhanced imaging of endolymphatic hydrops is valuable in the diagnosis and follow-up of patients, especially those who cannot receive contrast-enhanced MRI. KEY POINTS Ion and protein concentration differences can be utilized in differentiating endolymph and perilymph on MRI. Endolymphatic and perilymphatic samples could be differentiated in vitro on this 3D-FLAIR sequence. This unenhanced 3D-FLAIR sequence is in excellent agreement with the enhanced constant flip angle 3D-FLAIR sequence.
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Affiliation(s)
- Menglong Zhao
- Department of Radiology, Zhongshan Hospital, Fudan University, and Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Huaili Jiang
- Otolaryngology Head and Neck Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Shujie Zhang
- Department of Radiology, Zhongshan Hospital, Fudan University, and Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Kai Liu
- Department of Radiology, Zhongshan Hospital, Fudan University, and Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Lei Zhou
- Otolaryngology Head and Neck Surgery, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Di Wu
- Department of Radiology, Zhongshan Hospital, Fudan University, and Shanghai Institute of Medical Imaging, Shanghai, 200032, China
| | - Xixi Wen
- United Imaging Healthcare, Shanghai, 201807, China
| | - Junpu Hu
- United Imaging Healthcare, Shanghai, 201807, China
| | - Xuan Wang
- United Imaging Healthcare, Shanghai, 201807, China
| | - Zhuang Liu
- Department of Radiology, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
| | - Yan Sha
- Department of Radiology, Eye and ENT Hospital, Fudan University, Shanghai, 200031, China.
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, and Shanghai Institute of Medical Imaging, Shanghai, 200032, China.
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Quint R, Vaussy A, Stemmer A, Hautefort C, Houdart E, Eliezer M. Iterative Denoising Accelerated 3D FLAIR Sequence for Hydrops MR Imaging at 3T. AJNR Am J Neuroradiol 2023; 44:1064-1069. [PMID: 37536733 PMCID: PMC10494947 DOI: 10.3174/ajnr.a7953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 06/27/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND AND PURPOSE 3D FLAIR sequences have become the criterion standard for identifying endolymphatic hydrops, but scan time remains an important limitation to their widespread use. Our purpose was to evaluate the diagnostic performance and image quality of an accelerated 3D FLAIR sequence combined with an iterative denoising algorithm. MATERIALS AND METHODS This was a retrospective study performed on 30 patients with clinical suspicion of endolymphatic hydrops who underwent 3T MR imaging 4 hours after gadolinium injection using two 3D FLAIR sequences. The first (conventional FLAIR) was accelerated with a conventional turbo factor of 187. The second was accelerated with an increased turbo factor of 263, resulting in a 33% scan time reduction (5 minutes 36 seconds versus 8 minutes 15 seconds, respectively). A sequence was reconstructed in-line immediately after the accelerated 3D FLAIR acquisition from the same raw data with iterative denoising (accelerated-FLAIR iterative denoising). The signal intensity ratio image quality score and endolymphatic hydrops diagnosis were evaluated. RESULTS The mean signal intensity ratio for symptomatic and asymptomatic ears of accelerated-FLAIR iterative denoising was significantly higher than the mean SNR of conventional FLAIR (29.5 versus 19 and 25.9 versus 16.3, P < .001). Compared with the conventional FLAIR sequence, the image-quality score was higher with accelerated-FLAIR iterative denoising (mean image-quality score, 3.8 [SD, 0.4] versus 3.3 [SD, 0.6] for accelerated-FLAIR iterative denoising and conventional FLAIR, respectively, P = .003). There was no significant difference in the diagnosis of endolymphatic hydrops between the 2 sequences. Interreader agreement was good-to-excellent. CONCLUSIONS The iterative denoising algorithm applied to an accelerated 3D FLAIR sequence for exploration of endolymphatic hydrops enabled significantly reducing the scan time without compromising image quality and diagnostic performance.
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Affiliation(s)
- R Quint
- From the Department of Neuroradiology (R.Q., E.H., M.E.), Lariboisière University Hospital, Paris, France
| | - A Vaussy
- Siemens Healthineers France (A.V.), Saint-Denis, France
| | - A Stemmer
- Siemens Healthineers (A.S.), Erlangen, Germany
| | - C Hautefort
- Department of Head and Neck Surgery (C.H.), Lariboisière University Hospital, Paris, France
| | - E Houdart
- From the Department of Neuroradiology (R.Q., E.H., M.E.), Lariboisière University Hospital, Paris, France
- Faculté de Médecine (E.H.), Université de Paris, Paris, France
| | - M Eliezer
- From the Department of Neuroradiology (R.Q., E.H., M.E.), Lariboisière University Hospital, Paris, France
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Di Stadio A, De Luca P, Koohi N, Kaski D, Ralli M, Giesemann A, Hartung HP, Altieri M, Messineo D, Warnecke A, Frohman T, Frohman EM. Neuroinflammatory disorders of the brain and inner ear: a systematic review of auditory function in patients with migraine, multiple sclerosis, and neurodegeneration to support the idea of an innovative 'window of discovery'. Front Neurol 2023; 14:1204132. [PMID: 37662038 PMCID: PMC10471191 DOI: 10.3389/fneur.2023.1204132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 07/24/2023] [Indexed: 09/05/2023] Open
Abstract
Background Hearing can be impaired in many neurological conditions and can even represent a forme fruste of specific disorders. Auditory function can be measured by either subjective or objective tests. Objective tests are more useful in identifying which auditory pathway (superior or inferior) is most affected by disease. The inner ear's perilymphatic fluid communicates with the cerebrospinal fluid (CSF) via the cochlear aqueduct representing a window from which pathological changes in the contents of the CSF due to brain inflammation could, therefore, spread to and cause inflammation in the inner ear, damaging inner hair cells and leading to hearing impairment identifiable on tests of auditory function. Methods A systematic review of the literature was performed, searching for papers with case-control studies that analyzed the hearing and migraine function in patients with neuro-inflammatory, neurodegenerative disorders. With data extracted from these papers, the risk of patients with neurological distortion product otoacoustic emission (DPOAE) was then calculated. Results Patients with neurological disorders (headache, Parkinson's disease, and multiple sclerosis) had a higher risk of having peripheral auditory deficits when compared to healthy individuals. Conclusion Existing data lend credence to the hypothesis that inflammatory mediators transmitted via fluid exchange across this communication window, thereby represents a key pathobiological mechanism capable of culminating in hearing disturbances associated with neuroimmunological and neuroinflammatory disorders of the nervous system.
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Affiliation(s)
- Arianna Di Stadio
- GF Ingrassia Department, University of Catania, Catania, Italy
- IRCCS Santa Lucia, Rome, Italy
| | - Pietro De Luca
- Head and Neck Department, San Giovanni-Addolorata Hospital, Rome, Italy
| | - Nehzat Koohi
- The UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Diego Kaski
- The UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Massimo Ralli
- Department of Sense Organs, University Sapienza, Rome, Italy
| | - Anja Giesemann
- Department of Interventional Neuroradiologie, Hannover Medical School, Hannover, Germany
| | - Hans-Peter Hartung
- Klinik für Neurologie UKD Heinrich Heine Universität Düsseldorf, Düsseldorf, Germany
| | - Marta Altieri
- Department of Neurology, University Sapienza, Rome, Italy
| | - Daniela Messineo
- Department of Radiology and Pathology, University Sapienza, Rome, Italy
| | - Athanasia Warnecke
- Department of Otolaryngology-Head and Neck Surgery, Hannover Medical School, Hannover, Germany
| | - Teresa Frohman
- Distinguished Senior Fellows (Sabbatical), Laboratory of Neuroimmunology of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Elliot M. Frohman
- Distinguished Senior Fellows (Sabbatical), Laboratory of Neuroimmunology of Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA, United States
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Bani-Sadr A, Escande R, Mechtouff L, Pavie D, Hermier M, Derex L, Choc TH, Eker OF, Nighoghossian N, Berthezène Y. Vascular hyperintensities on baseline FLAIR images are associated with functional outcome in stroke patients with successful recanalization after mechanical thrombectomy. Diagn Interv Imaging 2023; 104:337-342. [PMID: 37355301 DOI: 10.1016/j.diii.2023.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 06/26/2023]
Abstract
PURPOSE The purpose of this study was to assess the prognostic value of vascular hyperintensities on FLAIR images (VHF) at admission MRI in patients with acute ischemic stroke (AIS) achieving successful recanalization after mechanical thrombectomy. MATERIALS AND METHODS Patients with AIS treated by mechanical thrombectomy following admission MRI from the single-center HIBISCUS-STROKE cohort were assessed for eligibility. VHF were categorized using a four-scale classification and were considered poor when grade < 3 (i.e., absence of distal VHF). Recanalization was considered successful when modified thrombolysis in cerebral infarction score was ≥ 2B Functional outcome was considered poor if modified Rankin scale (mRS) at three months was > 2. Univariable and multiple variable logistic regressions were performed to identify factors associated with poor functional outcome despite successful recanalization. RESULTS A total of 108 patients were included. There were 65 men and 43 women with a median age of 70.5 years (interquartile range: 55.0, 81.0; age range: 22.0-93.0 years). Among them, 39 subjects (36.1%) had poor functional outcome at three months. Univariable logistic regressions indicated that poorly extended VHF (VHF grade < 3) were associated with a poor functional outcome (P = 0.008) as well as age, hypertension and diabetes, baseline National Institute of Health Stroke Scale (NIHSS) score, pre-stroke mRS, lack of intravenous thrombolysis, cerebral microangiopathy and the presence of microbleeds. Multivariable analysis confirmed that poor VHF status was independently associated with a poor functional outcome (odds ratio [OR], 4.26; 95% confidence interval [CI]: 1.55-12.99; P = 0.007) in combination with hypertension (OR, 1.25; 95% CI: 0.87-1.85; P = 0.02), baseline NIHSS score (OR, 1.09; 95% CI: 1.04-1.20; P = 0.03), pre-stroke mRS (OR, 2.05; 95% CI: 1.07-4.61; P = 0.05) and lack of intravenous thrombolysis (OR, 0.23; 95% CI: 0.08-0.61; P = 0.004). CONCLUSION Poorly extended VHF (grade <3) at admission MRI are associated with a poor functional outcome at three months despite successful recanalization by mechanical thrombectomy.
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Affiliation(s)
- Alexandre Bani-Sadr
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CREATIS Laboratory, CNRS UMR 5220, INSERM U 5220, Claude Bernard Lyon I University, 69100, Villeurbanne, France.
| | - Raphaël Escande
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France
| | - Laura Mechtouff
- Stroke Department, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CarMeN Laboratory, INSERM U1060, Claude Bernard Lyon I University, 69500, Bron, France
| | - Dylan Pavie
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France
| | - Marc Hermier
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France
| | - Laurent Derex
- Stroke Department, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; Research on Healthcare Performance (RESHAPE), INSERM U 1290, Claude Bernard Lyon I University, 69373, Lyon Cedex 08, France
| | - Tae-Hee Choc
- Stroke Department, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CarMeN Laboratory, INSERM U1060, Claude Bernard Lyon I University, 69500, Bron, France
| | - Omer F Eker
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CREATIS Laboratory, CNRS UMR 5220, INSERM U 5220, Claude Bernard Lyon I University, 69100, Villeurbanne, France
| | - Norbert Nighoghossian
- Stroke Department, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CarMeN Laboratory, INSERM U1060, Claude Bernard Lyon I University, 69500, Bron, France
| | - Yves Berthezène
- Department of Neuroradiology, East Group Hospital, Hospices Civils de Lyon, 69500, Bron, France; CREATIS Laboratory, CNRS UMR 5220, INSERM U 5220, Claude Bernard Lyon I University, 69100, Villeurbanne, France
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Optimized 3D-FLAIR sequences to shorten the delay between intravenous administration of gadolinium and MRI acquisition in patients with Menière's disease. Eur Radiol 2022; 32:6900-6909. [PMID: 35759015 DOI: 10.1007/s00330-022-08889-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/06/2022] [Accepted: 05/08/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVES The aim of this study was to shorten the 4-h delay between the intravenous administration of gadolinium and MRI acquisition for hydrops evaluation using an optimized 3D-FLAIR sequence in patients with Menière's disease. METHODS This was a single-center prospective study including 29 patients (58 ears), recruited between November 2020 and February 2021. All patients underwent a 3-T MRI with an optimized 3D-FLAIR sequence without contrast then at 1 h, 2 h, and 4 h after intravenous administration of gadobutrol. The signal intensity ratio was quantitatively assessed with the region of interest method. We also evaluated the volume of endolymphatic structures (saccule, utricle) then the presence of endolymphatic hydrops and blood-labyrinthine barrier impairment at each acquisition time. RESULTS For all ears, the signal intensity ratio was significantly non-inferior at 2 h compared to 4 h, with a mean geometric signal intensity ratio at 0.83 (95% CI: 0.76 to 0.90, one-sided p < .001 for non-inferiority at -30% margin). Mean volume equivalence of saccule and utricle between 2 and 4 h was proven at a ± 0.20 standardized deviation equivalence margin. Intra-rater agreements (Cohen's kappa) were all greater than 0.90 for all endolymphatic hydrops location and blood-labyrinthine-barrier impairment between the 2- and 4-h assessments. CONCLUSIONS We demonstrated that using an optimized 3D-FLAIR sequence we could shorten the acquisition from 4 to 2 h with a high reliability for the diagnosis of endolymphatic hydrops and blood-labyrinthine-barrier impairment. CLINICAL TRIAL REGISTRATION Clinical trial no: 38RC15.173 KEY POINTS: • Magnetic resonance imaging with delayed 3D-FLAIR sequences allows the diagnosis of endolymphatic hydrops in patients with definite Menière's disease. • An optimized 3D-FLAIR sequence with a long TR of 16000 ms and a constant flip angle allows for reducing the delay between intravenous injection of gadobutrol and MRI acquisition from 4 to 2 h to diagnose endolymphatic hydrops. • Reducing this delay between intravenous injection and MRI acquisition could have implications for clinical practice for both patients and imaging departments.
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