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Baal JD, Yoon D, Patel RP, Chin CT, Shah VN. Advanced Imaging of the Peripheral Nerves, From the AJR "How We Do It" Special Series. AJR Am J Roentgenol 2024; 223:e2430826. [PMID: 38353448 PMCID: PMC11855510 DOI: 10.2214/ajr.24.30826] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2024]
Abstract
Advanced imaging of peripheral nerves is occupying an increasingly important role in the diagnostic workup of peripheral nerve disorders. Advances in MR neurography (MRN) and high-resolution ultrasound have addressed historical challenges in peripheral nerve imaging related to nerves' small size and nonlinear course and difficult differentiation from surrounding tissues. Modern MRN depicts neuromuscular anatomy with exquisite contrast resolution, and MRN has become the workhorse imaging modality for peripheral nerve evaluation. MRN protocols vary across institutions and are adjusted in individual patients, although they commonly include nerve-selective sequences and diffusion-tensor imaging tractography. Ultrasound offers a dynamic real-time high-resolution assessment of peripheral nerves and is widely accessible and less costly than MRN. Ultrasound has greater ability to examine peripheral nerves at the fascicular level and provides complementary information to MRN. However, ultrasound of peripheral nerves requires substantial skill and experience and is operator-dependent. The two modalities have distinct advantages and disadvantages, and the selection between these depends on the clinical context. This article provides an overview of advanced imaging techniques used for evaluation of peripheral nerves, with attention to MRN and high-resolution ultrasound. We draw on our institutional experience in performing both modalities to highlight technical considerations for optimizing examinations.
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Affiliation(s)
- Joe D. Baal
- University of California San Francisco, Department of Radiology & Biomedical Imaging
| | - Daehyun Yoon
- University of California San Francisco, Department of Radiology & Biomedical Imaging
| | - Rina P. Patel
- University of California San Francisco, Department of Radiology & Biomedical Imaging
| | - Cynthia T. Chin
- University of California San Francisco, Department of Radiology & Biomedical Imaging
| | - Vinil N. Shah
- University of California San Francisco, Department of Radiology & Biomedical Imaging
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Martín-Noguerol T, Barousse R, Luna A, Socolovsky M, Górriz JM, Gómez-Río M. New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners. Neuroradiology 2022; 64:875-886. [PMID: 35212785 DOI: 10.1007/s00234-022-02916-x] [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: 11/11/2021] [Accepted: 02/09/2022] [Indexed: 12/09/2022]
Abstract
PURPOSE To perform a review of the physical basis of DTI and DCE-MRI applied to Peripheral Nerves (PNs) evaluation with the aim of providing readers the main concepts and tools to acquire these types of sequences for PNs assessment. The potential added value of these advanced techniques for pre-and post-surgical PN assessment is also reviewed in diverse clinical scenarios. Finally, a brief introduction to the promising applications of Artificial Intelligence (AI) for PNs evaluation is presented. METHODS We review the existing literature and analyze the latest evidence regarding DTI, DCE-MRI and AI for PNs assessment. This review is focused on a practical approach to these advanced sequences providing tips and tricks for implementing them into real clinical practice focused on imaging postprocessing and their current clinical applicability. A summary of the potential applications of AI algorithms for PNs assessment is also included. RESULTS DTI, successfully used in central nervous system, can also be applied for PNs assessment. DCE-MRI can help evaluate PN's vascularization and integrity of Blood Nerve Barrier beyond the conventional gadolinium-enhanced MRI sequences approach. Both approaches have been tested for PN assessment including pre- and post-surgical evaluation of PNs and tumoral conditions. AI algorithms may help radiologists for PN detection, segmentation and characterization with promising initial results. CONCLUSION DTI, DCE-MRI are feasible tools for the assessment of PN lesions. This manuscript emphasizes the technical adjustments necessary to acquire and post-process these images. AI algorithms can also be considered as an alternative and promising choice for PN evaluation with promising results.
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Affiliation(s)
| | - Rafael Barousse
- Peripheral Nerve and Plexus Department, Centro Rossi, Sánchez de Loria 117, C1173 AAC, Buenos Aires, Argentina
| | - Antonio Luna
- MRI unit, Radiology Department, HT Medica, Carmelo Torres 2, 23007, Jaén, Spain
| | - Mariano Socolovsky
- Nerve & Plexus Surgery Program, Division of Neurosurgery, Hospital de Clínicas, University of Buenos Aires School of Medicine, Paraguay 2155, C1121 ABG, Buenos Aires, Argentina
| | - Juan M Górriz
- Department of Signal Theory, Networking and Communications, University of Granada, Avenida de Fuente Nueva, s/n, 18071, Granada, Spain.,Department of Psychiatry, University of Cambridge, Cambridge, CB21TN, UK
| | - Manuel Gómez-Río
- Department of Nuclear Medicine, Virgen de las Nieves University Hospital, Av. de las Fuerzas Armadas, 2, 18014, Granada, Spain.,IBS Granada Bio-Health Research Institute, Av. de Madrid, 15, 18012, Granada, Spain
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Sneag DB, Zochowski KC, Tan ET. MR Neurography of Peripheral Nerve Injury in the Presence of Orthopedic Hardware: Technical Considerations. Radiology 2021; 300:246-259. [PMID: 34184933 DOI: 10.1148/radiol.2021204039] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
As the frequency of orthopedic procedures performed each year in the United States continues to increase, evaluation of peripheral nerve injury (PNI) in the presence of pre-existing metallic hardware is in higher demand. Advances in metal artifact reduction techniques have substantially improved the capability to reduce the susceptibility effect at MRI, but few reports have documented the use of MR neurography in the evaluation of peripheral nerves in the presence of orthopedic hardware. This report delineates the challenges of MR neurography around metal given the high spatial resolution often required to adequately depict small peripheral nerves. It offers practical tips, including strategies for prescan assessment and protocol optimization, including use of more conventional two-dimensional proton density and T2-weighted fat-suppressed sequences and specialized three-dimensional techniques, such as reversed free-induction steady-state precession and multispectral imaging, which enable vascular suppression and metal artifact reduction, respectively. Finally, this article emphasizes the importance of real-time monitoring by radiologists to optimize the diagnostic yield of MR neurography in the presence of orthopedic hardware. © RSNA, 2021.
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Affiliation(s)
- Darryl B Sneag
- From the Department of Radiology and Imaging, Hospital for Special Surgery, 535 E 70th St, Room 2P-040, New York, NY 10021
| | - Kelly C Zochowski
- From the Department of Radiology and Imaging, Hospital for Special Surgery, 535 E 70th St, Room 2P-040, New York, NY 10021
| | - Ek T Tan
- From the Department of Radiology and Imaging, Hospital for Special Surgery, 535 E 70th St, Room 2P-040, New York, NY 10021
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MR Micro-Neurography and a Segmentation Protocol Applied to Diabetic Neuropathy. Radiol Res Pract 2017; 2017:2761818. [PMID: 28567306 PMCID: PMC5439248 DOI: 10.1155/2017/2761818] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 11/29/2016] [Indexed: 11/22/2022] Open
Abstract
The aim of this study was to assess with MRI morphometric ultrastructural changes in nerves affected by diabetic peripheral neuropathy (DPN). We used an MR micro-neurography imaging protocol and a semiautomated technique of tissue segmentation to visualize and measure the volume of internal nerve components, such as the epineurium and nerve fascicles. The tibial nerves of 16 patients affected by DPN and of 15 healthy volunteers were imaged. Nerves volume (NV), fascicles volume (FV), fascicles to nerve ratio (FNR), and nerves cross-sectional areas (CSA) were obtained. In patients with DPN the NV was increased and the FNR was decreased, as a result of an increase of the epineurium (FNR in diabetic neuropathy 0,665; in controls 0,699, p = 0,040). CSA was increased in subjects with DPN (12,84 mm2 versus 10,22 mm2, p = 0,003). The FV was increased in patients with moderate to severe DPN. We have demonstrated structural changes occurring in nerves affected by DPN, which otherwise are assessable only with an invasive biopsy. MR micro-neurography appears to be suitable for the study of microscopic changes in tibial nerves of diabetic patients.
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Felisaz PF, Balducci F, Gitto S, Carne I, Montagna S, De Icco R, Pichiecchio A, Baldi M, Calliada F, Bastianello S. Nerve Fascicles and Epineurium Volume Segmentation of Peripheral Nerve Using Magnetic Resonance Micro-neurography. Acad Radiol 2016; 23:1000-7. [PMID: 27209266 DOI: 10.1016/j.acra.2016.03.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Revised: 03/17/2016] [Accepted: 03/21/2016] [Indexed: 02/07/2023]
Abstract
RATIONALE AND OBJECTIVES The aims of this study were to propose a semiautomated technique to segment and measure the volume of different nerve components of the tibial nerve, such as the nerve fascicles and the epineurium, based on magnetic resonance microneurography and a segmentation tool derived from brain imaging; and to assess the reliability of this method by measuring interobserver and intraobserver agreement. MATERIALS AND METHODS The tibial nerve of 20 healthy volunteers (age range = 23-69; mean = 47; standard deviation = 15) was investigated at the ankle level. High-resolution images were obtained through tailored microneurographic sequences, covering 28 mm of nerve length. Two operators manually segmented the nerve using the in-phase image. This region of interest was used to mask the nerve in the water image, and two-class segmentation was performed to measure the fascicular volume, epineurial volume, nerve volume, and fascicular to nerve volume ratio (FNR). Interobserver and intraobserver agreements were calculated. RESULTS The nerve structure was clearly visualized with distinction of the fascicles and the epineurium. Segmentation provided absolute volumes for nerve volume, fascicular volume, and epineurial volume. The mean FNR resulted in 0.69 with a standard deviation of 0.04 and appeared to be not correlated with age and sex. Interobserver and intraobserver agreements were excellent with alpha values >0.9 for each parameter investigated, with measurements free of systematic errors at the Bland-Altman analysis. CONCLUSIONS We concluded that the method is reproducible and the parameter FNR is a novel feature that may help in the diagnosis of neuropathies detecting changes in volume of the fascicles or the epineurium.
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Robbins NM, Shah V, Benedetti N, Talbott JF, Chin CT, Douglas VC. Magnetic resonance neurography in the diagnosis of neuropathies of the lumbosacral plexus: a pictorial review. Clin Imaging 2016; 40:1118-1130. [PMID: 27454861 DOI: 10.1016/j.clinimag.2016.07.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 06/17/2016] [Accepted: 07/07/2016] [Indexed: 11/20/2022]
Abstract
Magnetic resonance neurography (MRN) is an important tool to detect abnormalities of peripheral nerves. This pictorial review demonstrates the MRN features of a variety of neuropathies affecting the lumbosacral plexus (LSP) and lower extremity nerves, drawn from over 1200 MRNs from our institution and supplemented by the literature. Abnormalities can be due to spinal compression, extraspinal compression, malignancy, musculoskeletal disease, iatrogenesis, inflammation, infection, and idiopathic disorders. We discuss indications and limitations of MRN in diagnosing LSP neuropathies. As MRN becomes more widely used, physicians must become familiar with the differential diagnosis of abnormalities detectable with MRN of the LSP.
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Affiliation(s)
- Nathaniel M Robbins
- Department of Neurology, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA.
| | - Vinil Shah
- Department of Radiology and Biomedical Engineering, University of California San Francisco, San Francisco, California, USA
| | - Nancy Benedetti
- Department of Radiology and Biomedical Engineering, University of California San Francisco, San Francisco, California, USA
| | - Jason F Talbott
- Department of Radiology and Biomedical Engineering, University of California San Francisco, San Francisco, California, USA
| | - Cynthia T Chin
- Department of Radiology and Biomedical Engineering, University of California San Francisco, San Francisco, California, USA
| | - Vanja C Douglas
- Department of Neurology, University of California San Francisco, San Francisco, California, USA
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Abstract
Disorders of peripheral nerve have been traditionally diagnosed and monitored using clinical and electrodiagnostic approaches. The last two decades have seen rapid development of both magnetic resonance imaging (MRI) and ultrasound imaging of peripheral nerve, such that these imaging modalities are increasingly invaluable to the diagnosis of patients with peripheral nerve disorders. Peripheral nerve imaging provides information which is supplementary to clinical and electrodiagnostic diagnosis. Both MRI and ultrasound have particular benefits in specific clinical circumstances and can be considered as complementary techniques. These technologic developments in peripheral nerve imaging will usher in an era of multimodality assessment of peripheral nerve disorders, with clinical evaluations supported by anatomic information from imaging, and functional information from electrodiagnostic studies. Such a multimodality approach will improve the accuracy and efficiency of patient care.
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Affiliation(s)
- Neil G Simon
- St Vincent's Clinical School, University of New South Wales, Sydney, Australia
| | - Jason Talbott
- Department of Radiology, University of California, San Francisco, CA, USA
| | - Cynthia T Chin
- Department of Radiology, University of California, San Francisco, CA, USA
| | - Michel Kliot
- Department of Neurological Surgery, Northwestern Feinberg School of Medicine, Chicago, IL, USA.
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In Vivo MR Microneurography of the Tibial and Common Peroneal Nerves. Radiol Res Pract 2014; 2014:780964. [PMID: 25548670 PMCID: PMC4273550 DOI: 10.1155/2014/780964] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Accepted: 11/18/2014] [Indexed: 01/02/2023] Open
Abstract
MR microneurography is a noninvasive technique that provides visualization of the microanatomy of peripheral nerves, otherwise available only with histopathology. The objective of this study was to present a protocol to visualize the microstructure of peripheral nerves in vivo, using a 3T MRI scanner with a clinical set of coils and sequences. The tibial and the common peroneal nerves of healthy volunteers were imaged above the medial malleolus and at the level of the fibular head, respectively. The acquired images provided details about the internal structure of peripheral nerves, with visualization of the fascicles, the interfascicular fat, the epineurium, and the perineurium. MR microneurography can be performed in a clinical setting with acceptable imaging times and can be a potentially powerful tool that complements standard MR neurography.
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