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Moon JY. The pros and cons of ultrasound-guided procedures in pain medicine. Korean J Pain 2024; 37:201-210. [PMID: 38946695 PMCID: PMC11220384 DOI: 10.3344/kjp.23358] [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: 12/18/2023] [Revised: 04/11/2024] [Accepted: 05/19/2024] [Indexed: 07/02/2024] Open
Abstract
The application of ultrasound (US) in pain medicine has been a rapidly growing field since the 2000s. Musculoskeletal injections, peripheral nerve blocks, and neuraxial injections under US guidance have been acknowledged for managing chronic pain. Although many studies on US-guided pain procedures have been published, there needs to be a classification system to evaluate which image device, the US or fluoroscopy, is clinically and technically better in various pain interventions. Therefore, this narrative review introduces the classification system for the US-guided pain procedures according to their clinical and technical outcomes and designates US-guided pain procedures into one of the four categories by reviewing previous prospective randomized comparative trials.
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Affiliation(s)
- Jee Youn Moon
- Department of Anesthesiology and Pain Medicine, Seoul National University Hospital, Seoul, Korea
- Department of Anesthesiology and Pain Medicine, Seoul National University College of Medicine, Seoul, Korea
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Hannaford A, Paling E, Silsby M, Vincenten S, van Alfen N, Simon NG. Electrodiagnostic studies and new diagnostic modalities for evaluation of peripheral nerve disorders. Muscle Nerve 2024; 69:653-669. [PMID: 38433118 DOI: 10.1002/mus.28068] [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: 08/16/2023] [Revised: 01/31/2024] [Accepted: 02/02/2024] [Indexed: 03/05/2024]
Abstract
Electrodiagnostic studies (EDx) are frequently performed in the diagnostic evaluation of peripheral nerve disorders. There is increasing interest in the use of newer, alternative diagnostic modalities, in particular imaging, either to complement or replace established EDx protocols. However, the evidence to support this approach has not been expansively reviewed. In this paper, diagnostic performance data from studies of EDx and other diagnostic modalities in common peripheral nerve disorders have been analyzed and described, with a focus on radiculopathy, plexopathy, compressive neuropathies, and the important neuropathy subtypes of Guillain-Barré syndrome, chronic inflammatory demyelinating polyradiculoneuropathy (CIDP), vasculitic neuropathy and diabetic neuropathy. Overall EDx retains its place as a primary diagnostic modality in the evaluated peripheral nerve disorders. Magnetic resonance imaging and ultrasound have developed important complementary diagnostic roles in compressive and traumatic neuropathies and atypical CIDP, but their value is more limited in other neuropathy subtypes. Identification of hourglass constriction in nerves of patients with neuralgic amyotrophy may have therapeutic implications. Investigation of radiculopathy is confounded by poor correlation between clinical features and imaging findings and the lack of a diagnostic gold standard. There is a need to enhance the literature on the utility of these newer diagnostic modalities.
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Affiliation(s)
- Andrew Hannaford
- Department of Neurology, Concord Hospital, Sydney, New South Wales, Australia
- Brain and Nerve Research Centre, University of Sydney, Sydney, New South Wales, Australia
- Department of Neurology, Westmead Hospital, Sydney, New South Wales, Australia
| | - Elijah Paling
- School of Medicine, University of Notre Dame, Sydney, New South Wales, Australia
| | - Matthew Silsby
- Department of Neurology, Concord Hospital, Sydney, New South Wales, Australia
- Brain and Nerve Research Centre, University of Sydney, Sydney, New South Wales, Australia
- Department of Neurology, Westmead Hospital, Sydney, New South Wales, Australia
| | - Sanne Vincenten
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, Donders Center for Neuroscience, Nijmegen, the Netherlands
| | - Nens van Alfen
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, Donders Center for Neuroscience, Nijmegen, the Netherlands
| | - Neil G Simon
- Northern Beaches Clinical School, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
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Wu L, Xia D, Wang J, Chen S, Cui X, Shen L, Huang Y. Deep Learning Detection and Segmentation of Facet Joints in Ultrasound Images Based on Convolutional Neural Networks and Enhanced Data Annotation. Diagnostics (Basel) 2024; 14:755. [PMID: 38611668 PMCID: PMC11011346 DOI: 10.3390/diagnostics14070755] [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: 02/01/2024] [Revised: 03/28/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
The facet joint injection is the most common procedure used to release lower back pain. In this paper, we proposed a deep learning method for detecting and segmenting facet joints in ultrasound images based on convolutional neural networks (CNNs) and enhanced data annotation. In the enhanced data annotation, a facet joint was considered as the first target and the ventral complex as the second target to improve the capability of CNNs in recognizing the facet joint. A total of 300 cases of patients undergoing pain treatment were included. The ultrasound images were captured and labeled by two professional anesthesiologists, and then augmented to train a deep learning model based on the Mask Region-based CNN (Mask R-CNN). The performance of the deep learning model was evaluated using the average precision (AP) on the testing sets. The data augmentation and data annotation methods were found to improve the AP. The AP50 for facet joint detection and segmentation was 90.4% and 85.0%, respectively, demonstrating the satisfying performance of the deep learning model. We presented a deep learning method for facet joint detection and segmentation in ultrasound images based on enhanced data annotation and the Mask R-CNN. The feasibility and potential of deep learning techniques in facet joint ultrasound image analysis have been demonstrated.
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Affiliation(s)
| | | | | | | | - Xulei Cui
- Department of Anesthesiology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100006, China; (L.W.); (D.X.); (J.W.); (S.C.); (L.S.); (Y.H.)
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Ahmed M, Ahmad A, Arshad M, Naseer H, Zamarud A. Ultrasound-Guided Versus Conventional Fluoroscopy-Guided Epidural Injection for Radiculopathy. A Meta-Analysis of Randomized Controlled Trials. World Neurosurg 2023; 180:203-212.e4. [PMID: 37774791 DOI: 10.1016/j.wneu.2023.09.088] [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: 06/13/2023] [Revised: 09/18/2023] [Accepted: 09/20/2023] [Indexed: 10/01/2023]
Abstract
BACKGROUND Radiculopathy, a painful condition due to the irritation of a spinal nerve root, is a common neurosurgical presentation. Apart from its conventional treatment with pain killers and surgical management, it can also be managed with epidural steroid injections (ESIs). The objective of this study is to compare ultrasonography (USG) guidance with conventional fluoroscopy (FL) guidance for ESIs to treat radiculopathy. METHODS PubMed, Embase, Clinicaltrials.gov, and Cochrane were systematically searched and randomized controlled trials comparing USG with conventional FL for ESIs in the case of radiculopathy were included. Web Revman was used for data analysis. RESULTS The Literature search resulted in 640 studies, of which 7 studies were included in this meta-analysis after extensive screening. There was no statistically significant difference in pain reduction between USG and FL groups especially in the case of lumbosacral spinal level at 1 month [mean difference -0.12 (-0.47-0.23)] and at 3 months [mean difference 0.73 (-1.49, 2.96)]. Similarly, functional improvement after ESIs was comparable between the 2 groups. The Risk of inadvertent vascular puncture in USG-guided ESIs was lower as compared to conventional FL-guided ESIs [odds ratio 0.21 (0.07, 0.64)]. Furthermore, the procedure time in the USG group was also significantly lower as compared to FL group. CONCLUSION USG-guided ESIs are not only comparable to conventional FL-guided ESIs in terms of pain control and functional improvement, particularly evident at the lumbosacral spinal level, but also have a lower risk of inadvertent vascular puncture.
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Affiliation(s)
- Mansoor Ahmed
- Department of Surgery, Holy Family Hospital, Rawalpindi Medical University, Rawalpindi, Pakistan.
| | - Afnan Ahmad
- Department of Surgery, Holy Family Hospital, Rawalpindi Medical University, Rawalpindi, Pakistan
| | - Mateen Arshad
- Department of Surgery, Holy Family Hospital, Rawalpindi Medical University, Rawalpindi, Pakistan
| | - Haseena Naseer
- Department of Surgery, Fauji Foundation Hospital, Foundation University Medical College, Islamabad, Pakistan
| | - Aroosa Zamarud
- Department of Radiology, Stanford University School of Medicine, Stanford, California, USA
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Pu J, Cao W, Chen Y, Fan Y, Cao Y. Ultrasound-guided injection acupotomy as a minimally invasive intervention therapy for cervical spondylotic radiculopathy: a randomized control trial. Ann Med 2023; 55:2233556. [PMID: 37417721 PMCID: PMC10332182 DOI: 10.1080/07853890.2023.2233556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/08/2023] Open
Abstract
OBJECTIVE To explore the efficacy and safety of ultrasound-guided injection acupotomy as a minimally invasive intervention treatment of cervical spondylotic radiculopathy (CSR). METHODS 160 CSR subjects were recruited who met the inclusion criteria in our hospital from October 2019 to December 2021. The subjects were randomly divided into the experimental and control group, with 80 cases in each. The experimental group received ultrasound-guided injection acupotomy as a minimally invasive intervention therapy. The control group received ultrasound-guided selective nerve root block (SNRB). The Odom's criteria clinical curative effect, visual analogue scale (VAS), neck disability index (NDI), and 36-Item Short Form Health Survey questionnaire (SF-36) were used to evaluate the outcome of subjects at several different points in time. RESULTS At 30 min and 1 month after the end of treatment, there was no significant difference in any scores. However, after six months, the excellent and good rate was better in the experimental group compared to the control (RD = 0.175; 95% CI, 0.044-0.300, p = 0.009). The total effective rate was also better in the experimental group (RD = 0.126; 95% CI, 0.021-0.232, p = 0.018). In contrast, the VAS score (MD = -0.500; 95% CI, -1.000-0.000, p = 0.030) and NDI score (MD = -6.460; 95% CI, -11.067 to -1.852, p = 0.006) were lower in the experimental group compared to the control. The total SF-36 score was higher in the experimental group (MD = 7.568; 95% CI, 2.459-12.677, p = 0.004). CONCLUSION Ultrasound-guided injection acupotomy minimally invasive interventional treatment of CSR has no significant difference in short-term curative effect compared with ultrasound-guided SNRB, but the data indicators are significantly better than the latter at 6 months after the end of the course of treatment, showing better long-term efficacy.
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Affiliation(s)
- Jianfeng Pu
- Department of Acupuncture, Zhangjiagang Second People’s Hospital, Zhangjiagang City, Jiangsu Province, China
| | - Wenping Cao
- Department of Acupuncture, Zhangjiagang Second People’s Hospital, Zhangjiagang City, Jiangsu Province, China
| | - Yetin Chen
- Department of Acupuncture, Zhangjiagang Second People’s Hospital, Zhangjiagang City, Jiangsu Province, China
| | - Yunwu Fan
- Department of Pain Medicine, Zhangjiagang Second People’s Hospital, Zhangjiagang City, Jiangsu Province, China
| | - Ye Cao
- Department of Pain Medicine, Zhangjiagang Second People’s Hospital, Zhangjiagang City, Jiangsu Province, China
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Kimura R, Yamamoto N, Watanabe J, Ono Y, Hongo M, Miyakoshi N. Comparative efficacy of ultrasound guidance and fluoroscopy or computed tomography guidance in spinal nerve injections: a systematic review and meta-analysis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023; 32:4101-4110. [PMID: 37798592 DOI: 10.1007/s00586-023-07968-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 08/16/2023] [Accepted: 09/21/2023] [Indexed: 10/07/2023]
Abstract
PURPOSE Spinal nerve injections have traditionally been performed under fluoroscopic (FL) and computed tomography (CT) guidance. Recently, ultrasound (US)-guided procedures have provided an alternative guidance approach that does not expose the patient and operator to radiation. The aim of this study was to compare the efficacy and safety of US-guided spinal nerve injections compared with FL- or CT-guided spinal nerve injections. METHODS MEDLINE, Cochrane Library, EMBASE, international clinical trials registry platform (ICTRP) and ClinicalTrials.gov database searches for inclusion until February 2023 were independently performed by two authors using predefined criteria. Randomized controlled trials (RCTs) were included. Primary outcomes were change in pain score (numeric rating scale or visual analogue scale) and major adverse events. Secondary outcomes were procedure time, change in functional disability score and minor adverse events. Meta-analysis was performed using random-effect model. We evaluated the certainty of evidence based on the Grading of Recommendations, Assessment and Development (GRADE) approach. RESULTS Eight RCTs involving 962 patients were included. There might be little to no difference in the mean score of the pain change between the US-guided methods and the FL- or CT-guided injections (standard mean difference -0.06; 95% confidence interval [CI] -0.26 to 0.15). US guidance probably reduced major adverse events (0.7% [3/433] and 6.5% [28/433], respectively), reduced procedure time (mean difference -4.19 min; 95% CI -5.09 to -3.30), and probably reduced minor adverse events (2.1% [9/433] and 4.2% [18/433], respectively) compared with FL or CT guidance. There was probably little to no difference in the change in functional disability score with either method. CONCLUSION US-guided spinal nerve injections remained effective and reduced adverse events compared with conventional FL- or CT-guided spinal nerve injections. Further RCTs are required to verify our results. STUDY REGISTRATION Open Science Forum (Available from: https://osf.io/vt92w/ ).
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Affiliation(s)
- Ryota Kimura
- Department of Orthopedic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita, Akita, 010-8543, Japan.
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan.
| | - Norio Yamamoto
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan
- Department of Epidemiology, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Jun Watanabe
- Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan
- Department of Surgery, Division of Gastroenterological, General and Transplant Surgery, Jichi Medical University, Yakushiji Shimotsuke City, Tochigi, Japan
- Center for Community Medicine, Ichi Medical University, Yakushiji Shimotsuke City, Tochigi, Japan
| | - Yuichi Ono
- Department of Orthopedic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita, Akita, 010-8543, Japan
| | - Michio Hongo
- Department of Orthopedic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita, Akita, 010-8543, Japan
| | - Naohisa Miyakoshi
- Department of Orthopedic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita, Akita, 010-8543, Japan
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