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Pušnik L, Radochová B, Janáček J, Saudek F, Serša I, Cvetko E, Umek N, Snoj Ž. Fascicle differentiation of upper extremity nerves on high-resolution ultrasound with multimodal microscopic verification. Sci Rep 2025; 15:557. [PMID: 39747626 PMCID: PMC11696863 DOI: 10.1038/s41598-024-84396-y] [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: 07/02/2024] [Accepted: 12/23/2024] [Indexed: 01/04/2025] Open
Abstract
This study aimed to compare the fascicular anatomy of upper limb nerves visualized using in situ high-resolution ultrasound (HRUS) with ex vivo imaging modalities, namely, magnetic resonance microscopy (MRM), histological cross-sections (HCS), and optical projection tomography (OPT). The median, ulnar, and superficial branch of radial nerve (n = 41) were visualized in 14 cadaveric upper limbs using 22-MHz HRUS. Subsequently, the nerves were excised, imaged with different microscopic techniques, and their morphometric properties were compared. HRUS accurately differentiated 51-74% of fascicles, while MRM detected 87-92% of fascicles when compared to the referential HCS. Among the compared modalities, HRUS demonstrated the smallest fascicular ratios and fascicular cross-sectional areas, but the largest nerve cross-sectional areas. The probability of a fascicle depicted on HRUS representing a cluster of multiple fascicles on the referential HCS increased with the fascicular size, with some differences observed between the larger median and ulnar nerves and the smaller radial nerves. Accordingly, HRUS fascicle differentiation necessitates cautious interpretation, as larger fascicles are more likely to represent clusters. Although HCS is considered the reference modality, alterations in nerve cross-sectional areas or roundness during sample processing should be acknowledged.
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Affiliation(s)
- Luka Pušnik
- Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000, Ljubljana, Slovenia.
| | - Barbora Radochová
- Laboratory of Biomathematics, Institute of Physiology, The Czech Academy of Sciences, Prague, Czech Republic
| | - Jiří Janáček
- Laboratory of Biomathematics, Institute of Physiology, The Czech Academy of Sciences, Prague, Czech Republic
| | - František Saudek
- Diabetes Centre, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Igor Serša
- Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000, Ljubljana, Slovenia
- Department of Condensed Matter Physics, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Erika Cvetko
- Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000, Ljubljana, Slovenia
| | - Nejc Umek
- Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Korytkova 2, 1000, Ljubljana, Slovenia
| | - Žiga Snoj
- Department of Radiology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
- Institute of Radiology, University Medical Centre Ljubljana, Ljubljana, Slovenia
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Pušnik L, Gabor A, Radochová B, Janáček J, Saudek F, Alibegović A, Serša I, Cvetko E, Umek N, Snoj Ž. High-Field Diffusion Tensor Imaging of Median, Tibial, and Sural Nerves in Type 2 Diabetes With Morphometric Analysis. J Neuroimaging 2025; 35:e70025. [PMID: 39962292 PMCID: PMC11832795 DOI: 10.1111/jon.70025] [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: 01/21/2025] [Revised: 02/05/2025] [Accepted: 02/07/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND AND PURPOSE The primary objective was to compare diffusion tensor imaging (DTI) scalar parameters of peripheral nerves between subjects with type 2 diabetes mellitus (T2DM) and those without diabetes. Secondarily, we aimed to correlate DTI scalar parameters with nerve morphometric properties. METHODS Median, tibial, and sural nerves were harvested from 34 male cadavers (17 T2DM, 17 nondiabetic). Each nerve was divided into three segments. The initial segment was scanned using 9.4 Tesla MRI system (three-dimensional pulsed-gradient spin-echo sequence). DTI scalars were calculated from region-average diffusion-weighted signals. Second segment was optically cleared, acquired with optical projection tomography (OPT), and analyzed for morphometrical properties. Toluidine-stained sections were prepared from last segment, and axon- and myelin-related properties were evaluated. RESULTS DTI scalar parameters of median and tibial nerves were comparable between the groups, while sural nerves of T2DM exhibited on average 41% higher mean diffusivity (MD) (p = 0.03), 38% higher radial diffusivity (RD) (p = 0.03), and 27% lower fractional anisotropy (FA) (p = 0.005). Significant differences in toluidine-evaluated parameters of sural nerves were observed between the groups, with a positive correlation between FA with fiber density (p = 0.0001) and with myelin proportion (p < 0.0001) and an inverse correlation between RD and myelin proportion (p = 0.003). OPT-measured morphometric properties did not correlate with DTI scalar parameters. CONCLUSIONS High-field DTI shows promise as an imaging technique for detecting axonal and myelin-related changes in small sural nerves ex vivo. The reduced fiber density and decreased myelin content, which can be observed in T2DM, likely contribute to observed FA reduction and increased MD/RD.
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Affiliation(s)
- Luka Pušnik
- Institute of AnatomyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
| | - Aljoša Gabor
- Institute of AnatomyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
| | - Barbora Radochová
- Laboratory of BiomathematicsInstitute of PhysiologyThe Czech Academy of SciencesPragueCzech Republic
| | - Jiří Janáček
- Laboratory of BiomathematicsInstitute of PhysiologyThe Czech Academy of SciencesPragueCzech Republic
| | - František Saudek
- Diabetes CentreInstitute for Clinical and Experimental MedicinePragueCzech Republic
| | - Armin Alibegović
- Institute of Forensic MedicineFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
| | - Igor Serša
- Institute of AnatomyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
- Department of Condensed Matter PhysicsJožef Stefan InstituteLjubljanaSlovenia
| | - Erika Cvetko
- Institute of AnatomyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
| | - Nejc Umek
- Institute of AnatomyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
| | - Žiga Snoj
- Department of RadiologyFaculty of MedicineUniversity of LjubljanaLjubljanaSlovenia
- Institute of RadiologyUniversity Medical Centre LjubljanaLjubljanaSlovenia
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Žiga S, Igor S, Urša M, Plut D, Erika C, Gregor O. Median and ulnar nerve fascicle imaging using MR microscopy and high-resolution ultrasound. J Neuroimaging 2022; 32:420-429. [PMID: 35229399 DOI: 10.1111/jon.12982] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/10/2022] [Accepted: 02/14/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND AND PURPOSE Understanding nerve microanatomy is important as different neuropathies and some nerve neoplasms present with fascicle enlargement. The aim of our study was to gain clinically oriented knowledge on nerve fascicular anatomy using imaging modalities. METHODS On a cadaveric upper extremity, high-resolution ultrasound (HRUS) scan with 22 MHz probe was performed. Sections of the median and ulnar nerves were excised at the level of the distal arm and after magnetic resonance microscopy (MRM), histological cross-sections (HCS) were prepared. Cross-referencing of the MRM and HRUS images with HCS was performed. Fascicle and nerve contouring was performed with morphometric software in order to assess nerve and fascicular cross-sectional area (CSA), fascicle count, and interfascicular distances. Based on fascicle differentiation, factual fascicle (FF) group and fascicular cluster (FC) group were defined. RESULTS On the cross-referenced imaging material, fascicles were differentiated in 92.7% on MRM and in 57.3% on HRUS. High to very high positive correlation among imaging material was observed for the fascicle CSA. FF depiction was 30.1% on HRUS. In comparison to the FF group, the FC group had significantly larger fascicle CSA and shorter interfascicular distances. DISCUSSION The findings of our study contribute to understanding of fascicle depiction on imaging modalities. HRUS offers good visualization of fascicles. The capability of differentiating fascicles is modality specific and depends on the fascicle CSA and the amount of interfascicular epineurium.
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Affiliation(s)
- Snoj Žiga
- Radiology Institute, University Medical Centre Ljubljana, Ljubljana, Slovenia.,Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Serša Igor
- Department of Condensed Matter Physics, Jožef Stefan Institute, 1000 Ljubljana, Slovenia
| | - Matičič Urša
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Domen Plut
- Radiology Institute, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Cvetko Erika
- Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Omejec Gregor
- Institute of Clinical Neurophysiology, Division of Neurology, University Medical Center Ljubljana, Ljubljana, Slovenia
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Koskela O, Montonen T, Belay B, Figueiras E, Pursiainen S, Hyttinen J. Gaussian Light Model in Brightfield Optical Projection Tomography. Sci Rep 2019; 9:13934. [PMID: 31558755 PMCID: PMC6763473 DOI: 10.1038/s41598-019-50469-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 09/12/2019] [Indexed: 01/27/2023] Open
Abstract
This study focuses on improving the reconstruction process of the brightfield optical projection tomography (OPT). OPT is often described as the optical equivalent of X-ray computed tomography, but based on visible light. The detection optics used to collect light in OPT focus on a certain distance and induce blurring in those features out of focus. However, the conventionally used inverse Radon transform assumes an absolute focus throughout the propagation axis. In this study, we model the focusing properties of the detection by coupling Gaussian beam model (GBM) with the Radon transform. The GBM enables the construction of a projection operator that includes modeling of the blurring caused by the light beam. We also introduce the concept of a stretched GBM (SGBM) in which the Gaussian beam is scaled in order to avoid the modeling errors related to the determination of the focal plane. Furthermore, a thresholding approach is used to compress memory usage. We tested the GBM and SGBM approaches using simulated and experimental data in mono- and multifocal modes. When compared with the traditionally used filtered backprojection algorithm, the iteratively computed reconstructions, including the Gaussian models GBM and SGBM, provided smoother images with higher contrast.
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Affiliation(s)
- Olli Koskela
- Faculty of Medicine and Health Technology and BioMediTech Institute, Tampere University, Tampere, 33014, Finland.
- HAMK Smart Research Unit, Häme University of Applied Sciences, Hämeenlinna, 13100, Finland.
| | - Toni Montonen
- Faculty of Medicine and Health Technology and BioMediTech Institute, Tampere University, Tampere, 33014, Finland
| | - Birhanu Belay
- Faculty of Medicine and Health Technology and BioMediTech Institute, Tampere University, Tampere, 33014, Finland
| | - Edite Figueiras
- Champalimaud Research, Champalimaud Foundation, Lisbon, 1400-038, Portugal
| | - Sampsa Pursiainen
- Faculty of Information Technology and Communication Sciences, Tampere University, Tampere, 33014, Finland
| | - Jari Hyttinen
- Faculty of Medicine and Health Technology and BioMediTech Institute, Tampere University, Tampere, 33014, Finland
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Ultrasound-guided Popliteal Intraneural Approach: Comment. Anesthesiology 2019; 130:1081. [PMID: 31090612 DOI: 10.1097/aln.0000000000002715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Prats‐Galino A, Čapek M, Reina MA, Cvetko E, Radochova B, Tubbs RS, Damjanovska M, Stopar Pintarič T. 3D reconstruction of peripheral nerves from optical projection tomography images: A method for studying fascicular interconnections and intraneural plexuses. Clin Anat 2017; 31:424-431. [DOI: 10.1002/ca.23028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 11/26/2017] [Accepted: 11/27/2017] [Indexed: 01/13/2023]
Affiliation(s)
- Alberto Prats‐Galino
- Laboratory of Surgical NeuroAnatomy, Human Anatomy and Embryology Unit, Faculty of Medicine, Universitat de BarcelonaBarcelona Spain
| | - Martin Čapek
- Institute of Molecular Genetics of the Czech Academy of SciencesPrague Czech Republic
| | - Miguel A. Reina
- CEU San Pablo University School of Medicine, Madrid and Department of AnesthesiologyMadrid‐Montepríncipe University HospitalMadrid Spain
| | - Erika Cvetko
- Institute of Anatomy, Faculty of MedicineUniversity of LjubljanaLjubljana Slovenia
| | - Barbora Radochova
- Institute of Physiology of the Czech Academy of SciencesPrague Czech Republic
| | - R. Shane Tubbs
- Seattle Science FoundationDepartment of Anatomical Sciences, St. George's UniversityGrenada
| | - Marija Damjanovska
- Clinical Department of Anesthesiology and Intensive TherapyUniversity Medical Center LjubljanaLjubljana Slovenia
| | - Tatjana Stopar Pintarič
- Clinical Department of Anesthesiology and Intensive TherapyUniversity Medical Center LjubljanaLjubljana Slovenia
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Shim E, Lee JW, Lee E, Ahn JM, Kang Y, Kang HS. Fluoroscopically Guided Epidural Injections of the Cervical and Lumbar Spine. Radiographics 2016; 37:537-561. [PMID: 27935769 DOI: 10.1148/rg.2017160043] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Advances in imaging and the development of injection techniques have enabled spinal intervention to become an important tool in managing chronic spinal pain. Epidural steroid injection (ESI) is one of the most widely used spinal interventions; it directly delivers drugs into the epidural space to relieve pain originating from degenerative spine disorders-central canal stenoses and neural foraminal stenoses-or disk herniations. Knowledge of the normal anatomy of the epidural space is essential to perform an effective and safe ESI and to recognize possible complications. Although computed tomographic (CT) or combined CT-fluoroscopic guidance has been increasingly used in ESI, conventional fluoroscopic guidance is generally performed. In ESI, drugs are delivered into the epidural space by interlaminar or transforaminal routes in the cervical spine or by interlaminar, transforaminal, or caudal routes in the lumbar spine. Epidurography is usually performed before drug delivery to verify the proper position of the needle in the epidural space. A small amount of contrast agent is injected with fluoroscopic guidance. Familiarity with the findings on a typical "true" epidurogram (demonstrating correct needle placement in the epidural space) permits proper performance of ESI. Findings on "false" epidurograms (demonstrating incorrect needle placement) include muscular staining and evidence of intravascular injection, inadvertent facet joint injection, dural puncture, subdural injection, and intraneural or intradiscal injection. ©RSNA, 2016 An earlier incorrect version of this article appeared online. This article was corrected on December 22, 2016.
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Affiliation(s)
- Euddeum Shim
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
| | - Joon Woo Lee
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
| | - Eugene Lee
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
| | - Joong Mo Ahn
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
| | - Yusuhn Kang
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
| | - Heung Sik Kang
- From the Department of Radiology, Seoul National University Bundang Hospital, 82 Gumi-ro, 173 Beon-gil, Bundang-gu, Seongnam-si, Gyeonggi-do 13620, Republic of Korea
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Comparison of different tissue clearing methods and 3D imaging techniques for visualization of GFP-expressing mouse embryos and embryonic hearts. Histochem Cell Biol 2016; 146:141-52. [PMID: 27145961 DOI: 10.1007/s00418-016-1441-8] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/20/2016] [Indexed: 10/21/2022]
Abstract
Our goal was to find an optimal tissue clearing protocol for whole-mount imaging of embryonic and adult hearts and whole embryos of transgenic mice that would preserve green fluorescent protein GFP fluorescence and permit comparison of different currently available 3D imaging modalities. We tested various published organic solvent- or water-based clearing protocols intended to preserve GFP fluorescence in central nervous system: tetrahydrofuran dehydration and dibenzylether protocol (DBE), SCALE, CLARITY, and CUBIC and evaluated their ability to render hearts and whole embryos transparent. DBE clearing protocol did not preserve GFP fluorescence; in addition, DBE caused considerable tissue-shrinking artifacts compared to the gold standard BABB protocol. The CLARITY method considerably improved tissue transparency at later stages, but also decreased GFP fluorescence intensity. The SCALE clearing resulted in sufficient tissue transparency up to ED12.5; at later stages the useful depth of imaging was limited by tissue light scattering. The best method for the cardiac specimens proved to be the CUBIC protocol, which preserved GFP fluorescence well, and cleared the specimens sufficiently even at the adult stages. In addition, CUBIC decolorized the blood and myocardium by removing tissue iron. Good 3D renderings of whole fetal hearts and embryos were obtained with optical projection tomography and selective plane illumination microscopy, although at resolutions lower than with a confocal microscope. Comparison of five tissue clearing protocols and three imaging methods for study of GFP mouse embryos and hearts shows that the optimal method depends on stage and level of detail required.
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