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Wang H, Zhou X, Li X, Xu Z, Meng Q, Wang J, Shen X, Chen H, Yuan W, Wu X. Risk Factors for Short-Term and Long-Term Low Back Pain After Transforaminal Endoscopic Lumbar Discectomy. J Pain Res 2023; 16:3505-3517. [PMID: 37881231 PMCID: PMC10595184 DOI: 10.2147/jpr.s422595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 09/27/2023] [Indexed: 10/27/2023] Open
Abstract
Introduction Low back pain following transforaminal endoscopic lumbar discectomy (TELD) is prevalent (15-25% incidence). Modifying TELD techniques to avoid excessive disc removal has been suggested to reduce such pain. Facet injury, re-herniation, and disc space collapse might contribute. This retrospective study aimed to explore factors linked to post-TELD low back pain. Methods A total of 351 patients with L3/4, L4/5, and L5/S1 intervertebral lumbar disc herniations, who underwent TELD at two spine centers, were included. Patients were followed for one year. Low back and leg pain visual analogue scale (VAS) scores, Oswestry Disability Index (ODI), Pfirrmann grade, and disc height were measured at 3 months and 1 year. Correlation analyses examined links between postoperative low back pain VAS scores, age, sex, disc/vertebrae height ratio (D/V H ratio), Pfirrmann grade, cannula position grade, re-herniation grade, high-intensity zone (HIZ), disc calcification, surgical grade, and other factors. Significant variables were identified using partial least square tests, with variable importance in projection (VIP) values quantifying their impact on low back pain. Results Univariate analysis indicated that surgical grade correlated with long-term postoperative low back pain (P = 0.023), while re-herniation (P = 0.008, P = 0.000), disc height (P = 0.001, P = 0.034), and sex (P = 0.025, P = 0.003) correlated with both short- and long-term postoperative low back pain. Trephine/cannula position is correlated with short-term low back pain (P = 0.036). Worsening low back pain was associated with female sex, improper trephine/cannula position, re-herniation, and post-surgical disc space collapse. Intradiscal irrigation was linked to decreased low back pain. Discussion This study highlights factors influencing low back pain after TELD. Loss of disc height, extent of re-herniation, quality of trephine/cannula position, and sex were associated with low back pain at both 3 months and 1-year post-TELD. Proper techniques, like minimizing disc height loss and re-herniation, may help mitigate postoperative low back pain.
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Affiliation(s)
- Hui Wang
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Xiaonan Zhou
- Department of Anesthesiology, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Xingyu Li
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Zeng Xu
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Qingbing Meng
- Department of Orthopedics, Shanghai Zhongshan Hospital, Fudan University Shanghai School of Medicine, Shanghai, People’s Republic of China
| | - Jianxi Wang
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Xiaolong Shen
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Huajiang Chen
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Wen Yuan
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
| | - Xiaodong Wu
- Department of Orthopedics, Shanghai Changzheng Hospital, Naval Medical University, Shanghai, People’s Republic of China
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Lewandrowski KU, Yeung A, Lorio MP, Yang H, Ramírez León JF, Sánchez JAS, Fiorelli RKA, Lim KT, Moyano J, Dowling Á, Sea Aramayo JM, Park JY, Kim HS, Zeng J, Meng B, Gómez FA, Ramirez C, De Carvalho PST, Rodriguez Garcia M, Garcia A, Martínez EE, Gómez Silva IM, Valerio Pascua JE, Duchén Rodríguez LM, Meves R, Menezes CM, Carelli LE, Cristante AF, Amaral R, de Sa Carneiro G, Defino H, Yamamoto V, Kateb B. Personalized Interventional Surgery of the Lumbar Spine: A Perspective on Minimally Invasive and Neuroendoscopic Decompression for Spinal Stenosis. J Pers Med 2023; 13:jpm13050710. [PMID: 37240880 DOI: 10.3390/jpm13050710] [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: 02/01/2023] [Revised: 03/31/2023] [Accepted: 04/06/2023] [Indexed: 05/28/2023] Open
Abstract
Pain generator-based lumbar spinal decompression surgery is the backbone of modern spine care. In contrast to traditional image-based medical necessity criteria for spinal surgery, assessing the severity of neural element encroachment, instability, and deformity, staged management of common painful degenerative lumbar spine conditions is likely to be more durable and cost-effective. Targeting validated pain generators can be accomplished with simplified decompression procedures associated with lower perioperative complications and long-term revision rates. In this perspective article, the authors summarize the current concepts of successful management of spinal stenosis patients with modern transforaminal endoscopic and translaminar minimally invasive spinal surgery techniques. They represent the consensus statements of 14 international surgeon societies, who have worked in collaborative teams in an open peer-review model based on a systematic review of the existing literature and grading the strength of its clinical evidence. The authors found that personalized clinical care protocols for lumbar spinal stenosis rooted in validated pain generators can successfully treat most patients with sciatica-type back and leg pain including those who fail to meet traditional image-based medical necessity criteria for surgery since nearly half of the surgically treated pain generators are not shown on the preoperative MRI scan. Common pain generators in the lumbar spine include (a) an inflamed disc, (b) an inflamed nerve, (c) a hypervascular scar, (d) a hypertrophied superior articular process (SAP) and ligamentum flavum, (e) a tender capsule, (f) an impacting facet margin, (g) a superior foraminal facet osteophyte and cyst, (h) a superior foraminal ligament impingement, (i) a hidden shoulder osteophyte. The position of the key opinion authors of the perspective article is that further clinical research will continue to validate pain generator-based treatment protocols for lumbar spinal stenosis. The endoscopic technology platform enables spine surgeons to directly visualize pain generators, forming the basis for more simplified targeted surgical pain management therapies. Limitations of this care model are dictated by appropriate patient selection and mastering the learning curve of modern MIS procedures. Decompensated deformity and instability will likely continue to be treated with open corrective surgery. Vertically integrated outpatient spine care programs are the most suitable setting for executing such pain generator-focused programs.
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Affiliation(s)
- Kai-Uwe Lewandrowski
- Center for Advanced Spine Care of Southern Arizona, Tucson, AZ 85712, USA
- Department of Orthopaedics, Fundación Universitaria Sanitas, Bogotá 111321, Colombia
- Department of Orthopedics at Hospital Universitário Gaffree Guinle Universidade Federal do Estado do Rio de Janeiro, R. Mariz e Barros, 775-Maracanã, Rio de Janeiro 20270-004, Brazil
- Brain Technology and Innovation Park, Pacific Palisades, CA 90272, USA
| | - Anthony Yeung
- Desert Institute for Spine Care, 1635 E Myrtle Ave Suite 400, Phoenix, AZ 85020, USA
- Department of Neurosurgery, University of New Mexico School of Medicine, 915 Camino de Salud NE Albuquerque, Albuquerque, NM 87106, USA
| | - Morgan P Lorio
- Advanced Orthopedics, 499 East Central Parkway, Altamonte Springs, FL 32701, USA
| | - Huilin Yang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Soochow University, No. 899 Pinghai Road, Suzhou 215031, China
| | - Jorge Felipe Ramírez León
- Department of Orthopaedics, Fundación Universitaria Sanitas, Bogotá 111321, Colombia
- Minimally Invasive Spine Center Bogotá D.C. Colombia, Reina Sofía Clinic Bogotá D.C. Colombia, Bogotá 110141, Colombia
| | | | - Rossano Kepler Alvim Fiorelli
- Department of General and Specialized Surgery, Gaffrée e Guinle University Hospital, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro 20000-000, Brazil
| | - Kang Taek Lim
- Good Doctor Teun Teun Spine Hospital, Seoul 775 , Republic of Korea
| | - Jaime Moyano
- Torres Médicas Hospital Metropolitano, San Gabriel y Nicolás Arteta Torre Médica 3, Piso 5, Quito 170521, Ecuador
| | - Álvaro Dowling
- DWS Spine Clinic Center, CENTRO EL ALBA-Cam. El Alba 9500, Of. A402, Región Metropolitana, Las Condes 9550000, Chile
- Department of Orthopaedic Surgery, Faculdade de Medicina de Ribeirão Preto (FMRP) da Universidade de São Paulo (USP), Ribeirão Preto 14040-900, Brazil
| | | | - Jeong-Yoon Park
- Department of Neurosurgery, Spine and Spinal Cord Institute, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 731, Republic of Korea
| | - Hyeun-Sung Kim
- Department of Neurosurgery, Nanoori Hospital Gangnam Hospital, Seoul 731, Republic of Korea
| | - Jiancheng Zeng
- Department of Orthopaedic Surgery, West China Hospital Sichuan University, Chengdu 610041, China
| | - Bin Meng
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Soochow University, Suzhou 215005, China
| | | | - Carolina Ramirez
- Centro de Cirugía Mínima Invasiva-CECIMIN, Avenida Carrera 45 # 104-76, Bogotá 0819, Colombia
| | - Paulo Sérgio Teixeira De Carvalho
- Department of Neurosurgery, Pain and Spine Minimally Invasive Surgery Service at Gaffree Guinle University Hospital, Rio de Janeiro 20270-004, Brazil
| | - Manuel Rodriguez Garcia
- Spine Clinic, The American-Bitish Cowdray Medical Center I.A.P, Campus Santa Fe, Mexico City 05370, Mexico
| | - Alfonso Garcia
- Department of Orthopaedic Surgery, Espalda Saludable, Hospital Angeles Tijuana, Tijuana 22010, Mexico
| | - Eulalio Elizalde Martínez
- Department of Spine Surgery, Hospital de Ortopedia, UMAE "Dr. Victorio de la Fuente Narvaez", Ciudad de México 07760, Mexico
| | - Iliana Margarita Gómez Silva
- Department of Spine Surgery, Hospital Ángeles Universidad, Av Universidad 1080, Col Xoco, Del Benito Juárez, Ciudad de México 03339, Mexico
| | | | - Luis Miguel Duchén Rodríguez
- Center for Neurological Diseases, Bolivian Spine Association, Spine Chapter of Latin American Federation of Neurosurgery Societies, Public University of El Alto, La Paz 0201-0220, Bolivia
| | - Robert Meves
- Santa Casa Spine Center, São Paulo 09015-000, Brazil
| | - Cristiano M Menezes
- Universidade Federal de Minas Gerais (UFMG), Belo Horizonte 31270-901, Brazil
| | | | | | - Rodrigo Amaral
- Instituto de Patologia da Coluna (IPC), Faculdade de Medicina de Ribeirão Preto (FMRP) da Universidade de São Paulo (USP), São Paulo 14040-900, Brazil
| | | | - Helton Defino
- Hospital das Clínicas of Ribeirao Preto Medical School, Sao Paulo University, Ribeirão Preto 14040-900, Brazil
| | - Vicky Yamamoto
- Brain Technology and Innovation Park, Pacific Palisades, CA 90272, USA
- The USC Caruso Department of Otolaryngology-Head and Neck Surgery, USC Keck School of Medicine, Los Angeles, CA 90033, USA
- USC-Norris Comprehensive Cancer Center, Los Angeles, CA 90033, USA
- World Brain Mapping Foundation (WBMF), Pacific Palisades, CA 90272, USA
| | - Babak Kateb
- Brain Technology and Innovation Park, Pacific Palisades, CA 90272, USA
- World Brain Mapping Foundation (WBMF), Pacific Palisades, CA 90272, USA
- Society for Brain Mapping and Therapeutics (SBMT), Pacific Palisades, CA 90272, USA
- National Center for Nano Bio Electronic (NCNBE), Los Angeles, CA 90272, USA
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Identification of the Magna Radicular Artery Entry Foramen and Adamkiewicz System: Patient Selection for Open versus Full-Endoscopic Thoracic Spinal Decompression Surgery. J Pers Med 2023; 13:jpm13020356. [PMID: 36836589 PMCID: PMC9964931 DOI: 10.3390/jpm13020356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 02/14/2023] [Accepted: 02/16/2023] [Indexed: 02/22/2023] Open
Abstract
BACKGROUND Casually cauterizing the radicular magna during routine thoracic discectomy may have dire consequences. METHODS We performed a retrospective observational cohort study on patients scheduled for decompression of symptomatic thoracic herniated discs and spinal stenosis who underwent a preoperative computed tomography angiography (CTA) to assess the surgical risks by anatomically defining the foraminal entry level of the magna radicularis artery into the thoracic spinal cord and its relationship to the surgical level. RESULTS Fifteen patients aged 58.53 ± 19.57, ranging from 31 to 89 years, with an average follow-up of 30.13 ± 13.42 months, were enrolled in this observational cohort study. The mean preoperative VAS for axial back pain was VAS of 8.53 ± 2.06 and reduced to a postoperative VAS of 1.60 ± 0.92 (p < 0.0001) at the final follow-up. The Adamkiewicz was most frequently found at T10/11 (15.4%), T11/12 (23.1%), and T9/10 (30.8%). There were eight patients where the painful pathology was found far from the AKA foraminal entry-level (type 1), three patients with near location (type 2), and another four patients needing decompression at the foraminal (type 3) entry-level. In five of the fifteen patients, the magna radicularis entered the spinal canal on the ventral surface of the exiting nerve root through the neuroforamen at the surgical level requiring a change of surgical strategy to prevent injury to this important contributor to the spinal cord's blood supply. CONCLUSIONS The authors recommend stratifying patients according to the proximity of the magna radicularis artery to the compressive pathology with CTA to assess the surgical risk with targeted thoracic discectomy methods.
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A Proposed Personalized Spine Care Protocol (SpineScreen) to Treat Visualized Pain Generators: An Illustrative Study Comparing Clinical Outcomes and Postoperative Reoperations between Targeted Endoscopic Lumbar Decompression Surgery, Minimally Invasive TLIF and Open Laminectomy. J Pers Med 2022; 12:jpm12071065. [PMID: 35887562 PMCID: PMC9320410 DOI: 10.3390/jpm12071065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 06/28/2022] [Accepted: 06/28/2022] [Indexed: 02/06/2023] Open
Abstract
Background: Endoscopically visualized spine surgery has become an essential tool that aids in identifying and treating anatomical spine pathologies that are not well demonstrated by traditional advanced imaging, including MRI. These pathologies may be visualized during endoscopic lumbar decompression (ELD) and categorized into primary pain generators (PPG). Identifying these PPGs provides crucial information for a successful outcome with ELD and forms the basis for our proposed personalized spine care protocol (SpineScreen). Methods: a prospective study of 412 patients from 7 endoscopic practices consisting of 207 (50.2%) males and 205 (49.8%) females with an average age of 63.67 years and an average follow-up of 69.27 months was performed to compare the durability of targeted ELD based on validated primary pain generators versus image-based open lumbar laminectomy, and minimally invasive lumbar transforaminal interbody fusion (TLIF) using Kaplan-Meier median survival calculations. The serial time was determined as the interval between index surgery and when patients were censored for additional interventional and surgical treatments for low back-related symptoms. A control group was recruited from patients referred for a surgical consultation but declined interventional and surgical treatment and continued on medical care. Control group patients were censored when they crossed over into any surgical or interventional treatment group. Results: of the 412 study patients, 206 underwent ELD (50.0%), 61 laminectomy (14.8%), and 78 (18.9%) TLIF. There were 67 patients in the control group (16.3% of 412 patients). The most common surgical levels were L4/5 (41.3%), L5/S1 (25.0%), and L4-S1 (16.3%). At two-year f/u, excellent and good Macnab outcomes were reported by 346 of the 412 study patients (84.0%). The VAS leg pain score reduction was 4.250 ± 1.691 (p < 0.001). No other treatment during the available follow-up was required in 60.7% (125/206) of the ELD, 39.9% (31/78) of the TLIF, and 19.7% (12/61 of the laminectomy patients. In control patients, only 15 of the 67 (22.4%) control patients continued with conservative care until final follow-up, all of which had fair and poor functional Macnab outcomes. In patients with Excellent Macnab outcomes, the median durability was 62 months in ELD, 43 in TLIF, and 31 months in laminectomy patients (p < 0.001). The overall survival time in control patients was eight months with a standard error of 0.942, a lower boundary of 6.154, and an upper boundary of 9.846 months. In patients with excellent Macnab outcomes, the median durability was 62 months in ELD, 43 in TLIF, and 31 months in laminectomy patients versus control patients at seven months (p < 0.001). The most common new-onset symptom for censoring was dysesthesia ELD (9.4%; 20/206), axial back pain in TLIF (25.6%;20/78), and recurrent pain in laminectomy (65.6%; 40/61) patients (p < 0.001). Transforaminal epidural steroid injections were tried in 11.7% (24/206) of ELD, 23.1% (18/78) of TLIF, and 36.1% (22/61) of the laminectomy patients. The secondary fusion rate among ELD patients was 8.8% (18/206). Among TLIF patients, the most common additional treatments were revision fusion (19.2%; 15/78) and multilevel rhizotomy (10.3%; 8/78). Common follow-up procedures in laminectomy patients included revision laminectomy (16.4%; 10/61), revision ELD (11.5%; 7/61), and multilevel rhizotomy (11.5%; 7/61). Control patients crossed over into ELD (13.4%), TLIF (13.4%), laminectomy (10.4%) and interventional treatment (40.3%) arms at high rates. Most control patients treated with spinal injections (55.5%) had excellent and good functional outcomes versus 40.7% with fair and poor (3.7%), respectively. The control patients (93.3%) who remained in medical management without surgery or interventional care (14/67) had the worst functional outcomes and were rated as fair and poor. Conclusions: clinical outcomes were more favorable with lumbar surgeries than with non-surgical control groups. Of the control patients, the crossover rate into interventional and surgical care was 40.3% and 37.2%, respectively. There are longer symptom-free intervals after targeted ELD than with TLIF or laminectomy. Additional intervention and surgical treatments are more often needed to manage new-onset postoperative symptoms in TLIF- and laminectomy compared to ELD patients. Few ELD patients will require fusion in the future. Considering the rising cost of surgical spine care, we offer SpineScreen as a simplified and less costly alternative to traditional image-based care models by focusing on primary pain generators rather than image-based criteria derived from the preoperative lumbar MRI scan.
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Pharmacological Potential of Avicennia alba Leaf Extract: An Experimental Analysis Focusing on Antidiabetic, Anti-inflammatory, Analgesic, and Antidiarrheal Activity. BIOMED RESEARCH INTERNATIONAL 2022; 2022:7624189. [PMID: 35572728 PMCID: PMC9106461 DOI: 10.1155/2022/7624189] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 04/21/2022] [Indexed: 02/07/2023]
Abstract
Avicennia alba is a mangrove plant that is extensively used to treat severe health issues. This focus of this study was to investigate the antidiabetic, anti-inflammatory, analgesic, and antidiarrheal activities of methanolic extract of A. alba leaves in Swiss albino mouse model. The antidiabetic, anti-inflammatory, analgesic, and antidiarrheal activities of the leaf extract were performed using alloxan-monohydrate, carrageenan-induced paw edema, acetic acid-induced writhing test and the hot plate method, and castor oil-induced method, respectively. The extract was used at doses ranging from 200 to 500 mg/kg to conduct the investigation. Leaf extract at 400 and 500 mg/kg showed potent antidiabetic activity in alloxan-induced diabetic mice. Advanced research is needed to control blood glucose levels and carrageenan paw edema-based anti-inflammatory effects. Both tests showed statistically significant result in a dose-dependent manner. The maximum dose (500 mg/kg) demonstrated potent analgesic activity in both writhing test and hot plate method. The plant extract also showed significant antidiarrheal activity at 400 and 500 mg/kg in experimental mice. However, more research is needed to explore the possible mechanisms and isolate the compounds associated with these bioactivities from the leaf extract of A. alba.
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Lewandrowski KU, Hellinger S, De Carvalho PST, Freitas Ramos MR, Soriano-SáNchez JA, Xifeng Z, Calderaro AL, Dos Santos TS, Ramírez León JF, de Lima E SilvA MS, Dowling Á, DataR G, Kim JS, Yeung A. Dural Tears During Lumbar Spinal Endoscopy: Surgeon Skill, Training, Incidence, Risk Factors, and Management. Int J Spine Surg 2021; 15:280-294. [PMID: 33900986 DOI: 10.14444/8038] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Incidental dural tears during lumbar endoscopy can be challenging to manage. There is limited literature on their appropriate management, risk factors, and the clinical consequences of this typically uncommon complication. MATERIALS AND METHODS To improve the statistical power of studying durotomy with lumbar endoscopy, we performed a retrospective survey study among endoscopic spine surgeons by email and chat groups on social media networks, including WhatsApp and WeChat. Descriptive and correlative statistics were done on the surgeons' recorded responses to multiple-choice questions. Surgeons were asked about their clinical experience with spinal endoscopy, training background, the types of lumbar endoscopic decompression they perform by approach, the decompression instruments they use, and incidental durotomy incidence with routine lumbar endoscopy. RESULTS There were 689 dural tears in 64 470 lumbar endoscopies, resulting in an incidental durotomy incidence of 1.07%. Seventy percent of the durotomies were reported by 20.4% of the surgeons. Eliminating these 19 outlier surgeons yielded an adjusted durotomy rate of 0.32. Endoscopic stenosis decompression (54.8%; P < .0001), rather than endoscopic discectomy (44.1%; 41/93), was significantly more associated with durotomy. Medium-sized dural tears (1-10 mm) were the most common (52.2%; 48/93). Small pinhole durotomies (less than 1 mm) were the second most common type (46.7%; 43/93). Rootlet herniations were seen by 46.2% (43/93) of responding surgeons. The posterior dural sac injury during the interlaminar approach (57%; 53/93) occurred more frequently than traversing nerve-root injuries (31.2%) or anterior dural sac (23.7%; 22/93). Exiting nerve-root injuries (10.8%;10/93) were less common. Over half of surgeons did not attempt any repair or closure (52.2%; 47/90). Forty percent (36/90) used sealants. Only 7.8% (7/90) of surgeons attempted an endoscopic repair or sutures (11.1%; 10/90). DuralSeal was the most commonly used brand of commercially available sealant used (42.7%; 35/82). However, other sealants such as Tisseal (15.9%; 13/82), Evicel (2.4%2/82), and additional no-brand sealants (38; 32/82) were also used. Nearly half of the patients (48.3%; 43/89) were treated with 24-48 hours of bed rest. The majority of participating surgeons (64%; 57/89) reported that the long-term outcome was unaffected. Only 18% of surgeons reported having seen the development of a postoperative cerebrospinal fluid (CSF)-fistula (18%;16/89). However, the absolute incidence of CSF fistula was only 0.025% (16/64 470). Severe radiculopathy with dysesthesia; sensory loss; and motor weakness in association with an incidental durotomy were reported by 12.4% (11/89), 3.4% (3/89), and 2.2% (2/89) of surgeons, respectively. CONCLUSIONS The incidence of dural tears with lumbar endoscopy is about 1%. The incidence of durotomy is higher with the use of power drills and the interlaminar approach. Stenosis decompression that typically requires the more aggressive use of these power instruments has a slightly higher incidence of dural tears than does endoscopic decompression for a herniated disc. Most dural tears are small and can be successfully managed with mechanical compression with Gelfoam and sealants. Two-thirds of patients with incidental dural tears had an entirely uneventful postoperative course. The remaining one-third of patients may develop a persistent CSF leak, radiculopathy with dysesthesia, sensory loss, or motor function loss. Patients should be educated preoperatively and reassured. LEVEL OF EVIDENCE 3.
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Affiliation(s)
- Kai-Uwe Lewandrowski
- Center for Advanced Spine Care of Southern Arizona and Surgical Institute of Tucson, Tucson, Arizona.,Department of Neurosurgery, UNIRIO, Rio de Janeiro, Brazil
| | | | | | - Max Rogério Freitas Ramos
- Orthopedics and Traumatology, Federal University of the Rio de Janeiro State UNIRIO, Brazil.,Orthopedic Clinics, Gaffrée Guinle University Hospital, Universidade Federal do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Zhang Xifeng
- The Chinese PLA General Hospital, Beijing, China
| | - André Luiz Calderaro
- Centro Ortopedico Valqueire, Departamento de Full Endoscopia da Coluna Vertebral, Rio de Janeiro, Brazil
| | | | - Jorge Felipe Ramírez León
- Reina Sofía Clinic and Center of Minimally Invasive Spine Surgery, Bogotá, Colombia.,Spine Surgery Program, Universidad Sanitas, Bogotá, Colombia
| | | | - Álvaro Dowling
- Endoscopic Spine Clinic, Santiago, Chile.,Department of Orthopaedic Surgery, USP, Ribeirão Preto, Brazil
| | - Girish DataR
- Center for Endoscopic Spine Surgery, Sushruta Hospital for Orthopaedics and Traumatology, Miraj, Sangli, Maharashtra, India
| | - Jin-Sung Kim
- Seoul Saint Mary's Hospital, Seocho-gu, Seoul, Republic of Korea
| | - Anthony Yeung
- University of New Mexico School of Medicine, Albuquerque, New Mexico.,Desert Institute for Spine Care, Phoenix, AZ
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LewandrowskI KU, Muraleedharan N, Eddy SA, Sobti V, Reece BD, Ramírez León JF, Shah S. Feasibility of Deep Learning Algorithms for Reporting in Routine Spine Magnetic Resonance Imaging. Int J Spine Surg 2020; 14:S86-S97. [PMID: 33298549 DOI: 10.14444/7131] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Artificial intelligence is gaining traction in automated medical imaging analysis. Development of more accurate magnetic resonance imaging (MRI) predictors of successful clinical outcomes is necessary to better define indications for surgery, improve clinical outcomes with targeted minimally invasive and endoscopic procedures, and realize cost savings by avoiding more invasive spine care. OBJECTIVE To demonstrate the ability for deep learning neural network models to identify features in MRI DICOM datasets that represent varying intensities or severities of common spinal pathologies and injuries and to demonstrate the feasibility of generating automated verbal MRI reports comparable to those produced by reading radiologists. METHODS A 3-dimensional (3D) anatomical model of the lumbar spine was fitted to each of the patient's MRIs by a team of technicians. MRI T1, T2, sagittal, axial, and transverse reconstruction image series were used to train segmentation models by the intersection of the 3D model through these image sequences. Class definitions were extracted from the radiologist report for the central canal: (0) no disc bulge/protrusion/canal stenosis, (1) disc bulge without canal stenosis, (2) disc bulge resulting in canal stenosis, and (3) disc herniation/protrusion/extrusion resulting in canal stenosis. Both the left and right neural foramina were assessed with either (0) neural foraminal stenosis absent, or (1) neural foramina stenosis present. Reporting criteria for the pathologies at each disc level and, when available, the grading of severity were extracted, and a natural language processing model was used to generate a verbal and written report. These data were then used to train a set of very deep convolutional neural network models, optimizing for minimal binary cross-entropy for each classification. RESULTS The initial prediction validation of the implemented deep learning algorithm was done on 20% of the dataset, which was not used for artificial intelligence training. Of the 17,800 total disc locations for which MRI images and radiology reports were available, 14,720 were used to train the model, and 3560 were used to validate against. The convergence of validation accuracy achieved with the deep learning algorithm for the foraminal stenosis detector was 81% (sensitivity = 72.4.4%, specificity = 83.1%) after 25 complete iterations through the entire training dataset (epoch). The accuracy was 86.2% (sensitivity = 91.1%, specificity = 82.5%) for the central stenosis detector and 85.2% (sensitivity = 81.8%, specificity = 87.4%) for the disc herniation detector. CONCLUSIONS Deep learning algorithms may be used for routine reporting in spine MRI. There was a minimal disparity among accuracy, sensitivity, and specificity, indicating that the data were not overfitted to the training set. We concluded that variability in the training data tends to reduce overfitting and overtraining as the deep neural network models learn to focus on the common pathologies. Future studies should demonstrate the accuracy of deep neural network models and the predictive value of favorable clinical outcomes with intervention and surgery. LEVEL OF EVIDENCE 3. CLINICAL RELEVANCE Feasibility, clinical teaching, and evaluation study.
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Affiliation(s)
- Kai-Uwe LewandrowskI
- Staff Orthopaedic Spine Surgeon Center for Advanced Spine Care of Southern Arizona and Surgical Institute of Tucson, Tucson, Arizona
| | | | | | - Vikram Sobti
- Innovative Radiology, PC, River Forest, Illinois
| | - Brian D Reece
- The Spine and Orthopedic Academic Research Institute, Lewisville, Texas
| | - Jorge Felipe Ramírez León
- Fundación Universitaria Sanitas, Bogotá, Colombia, Research Team, Centro de Columna. Bogotá, Colombia, Centro de Cirugía de Mínima Invasión, CECIMIN-Clínica Reina Sofía, Bogotá, Colombia
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Lewandrowski KU, Muraleedharan N, Eddy SA, Sobti V, Reece BD, Ramírez León JF, Shah S. Artificial Intelligence Comparison of the Radiologist Report With Endoscopic Predictors of Successful Transforaminal Decompression for Painful Conditions of the Lumber Spine: Application of Deep Learning Algorithm Interpretation of Routine Lumbar Magnetic Resonance Imaging Scan. Int J Spine Surg 2020; 14:S75-S85. [PMID: 33208388 DOI: 10.14444/7130] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Identifying pain generators in multilevel lumbar degenerative disc disease is not trivial but is crucial for lasting symptom relief with the targeted endoscopic spinal decompression surgery. Artificial intelligence (AI) applications of deep learning neural networks to the analysis of routine lumbar MRI scans could help the primary care and endoscopic specialist physician to compare the radiologist's report with a review of endoscopic clinical outcomes. OBJECTIVE To analyze and compare the probability of predicting successful outcome with lumbar spinal endoscopy by using the radiologist's MRI grading and interpretation of the radiologic image with a novel AI deep learning neural network (Multus Radbot™) as independent prognosticators. METHODS The location and severity of foraminal stenosis were analyzed using comparative ordinal grading by the radiologist, and a contiguous grading by the AI network in patients suffering from lateral recess and foraminal stenosis due to lumbar herniated disc. The compressive pathology definitions were extracted from the radiologist lumbar MRI reports from 65 patients with a total of 383 levels for the central canal - (0) no disc bulge/protrusion/canal stenosis, (1) disc bulge without canal stenosis, (2) disc bulge resulting in canal stenosis, and (3) disc herniation/protrusion/extrusion resulting in canal stenosis. Both neural foramina were assessed with either - (0) neural foraminal stenosis absent, or (1) neural foramina are stenosis present. Reporting criteria for the pathologies at each disc level and, when available, the grading of severity were extracted and assigned into two categories: "Normal," and "Stenosis." Clinical outcomes were graded using dichotomized modified Macnab criteria considering Excellent and Good results as "Improved," and Fair and Poor outcomes as "Not Improved." Binary logistic regression analysis was used to predict the probability of the AI- and radiologist grading of stenosis at the 88 foraminal decompression sites to result in "Improved" outcomes. RESULTS The average age of the 65 patients was 62.7 +/- 12.7 years. They consisted of 51 (54.3%) males and 43 (45.7%) females. At an average final follow-up of 57.4 +/- 12.57, Macnab outcome analysis showed that 86.4% of the 88 foraminal decompressions resulted in Excellent and Good (Improved) clinical outcomes. The stenosis grading by the radiologist showed an average severity score of 4.71 +/- 2.626, and the average AI severity grading was 5.65 +/- 3.73. Logit regression probability analysis of the two independent prognosticators showed that both the grading by the radiologist (86.2%; odds ratio 1.264) and the AI grading (86.4%; odds ratio 1.267) were nearly equally predictive of a successful outcome with the endoscopic decompression. CONCLUSIONS Deep learning algorithms are capable of identifying lumbar foraminal compression due to herniated disc. The treatment outcome was correlated to the decompression of the directly visualized corresponding pathology during the lumbar endoscopy. This research should be extended to other validated pain generators in the lumbar spine. LEVEL OF EVIDENCE 3. CLINICAL RELEVANCE Validity, clinical teaching, evaluation study.
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Affiliation(s)
- Kai-Uwe Lewandrowski
- Staff Orthopaedic Spine Surgeon Center for Advanced Spine Care of Southern Arizona and Surgical Institute of Tucson, Tucson, Arizona
| | | | | | - Vikram Sobti
- Innovative Radiology, PC, River Forest, Illinois
| | - Brian D Reece
- The Spine and Orthopedic Academic Research Institute, Lewisville, Texas
| | - Jorge Felipe Ramírez León
- Fundación Universitaria Sanitas, Bogotá, Colombia, Research Team, Centro de Columna. Bogotá, Colombia, Centro de Cirugía de Mínima Invasión, CECIMIN-Clínica Reina Sofía, Bogotá, Colombia
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Martínez CR, Lewandrowski KU, Rugeles Ortíz JG, Alonso Cuéllar GO, Ramírez León JF. Transforaminal Endoscopic Discectomy Combined With an Interspinous Process Distraction System for Spinal Stenosis. Int J Spine Surg 2020; 14:S4-S12. [PMID: 33122183 DOI: 10.14444/7121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The combination of the percutaneous transforaminal endoscopic decompression (PTED) with an interspinous process distraction system (IPS) may offer additional benefit in the treatment of spinal stenosis in patients who have failed nonsurgical treatment. METHODS We retrospectively reviewed the medical records of 33 patients diagnosed with lumbar stenosis and radiculopathy and treated them with transforaminal endoscopic lumbar decompression between 2013 and 2017. Primary outcome measures were modified Macnab as well as preoperative and postoperative visual analog scale (VAS) criteria and the Oswestry Disability Index (ODI). Only patients with a minimum follow-up of 2 years were included. RESULTS A total of 28 patients were treated with a combination of PTED and percutaneous IPS (group A), and 5 patients were treated with PTED and mini-open IPS (group B). In group A patients, there was a 4.48 reduction in the VAS score. The ODI changed from 50.25 preoperatively to 18.2 postoperatively, and excellent and good Macnab outcomes were obtained in 78% of patients. In group B patients, the mean VAS reduction was 5.2 points. The ODI changed from 44.34 preoperatively to 14.62 postoperatively, and 80% of group B patients achieved excellent and good Macnab outcomes. No complications related to PTED or IPS were observed throughout the 2-year follow-up. CONCLUSIONS The addition of IPS to the PTED procedure in select patients may offer additional benefits to patients being treated for lumbar lateral stenosis and foraminal stenosis with low-grade spondylolisthesis. LEVEL OF EVIDENCE 3. CLINICAL RELEVANCE Feasibility study.
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Affiliation(s)
- Carolina Ramírez Martínez
- Centro de Columna-Cirugía Mínima Invasiva, Bogotá, Colombia.,Clínica Reina Sofía-Clínica Colsanitas, Bogotá, Colombia
| | - Kai-Uwe Lewandrowski
- Fundación Universitaria Sanitas, Bogotá, Colombia.,Center for Advanced Spine Care of Southern Arizona, Surgical Institute of Tucson, Tucson, Arizona
| | - José Gabriel Rugeles Ortíz
- Centro de Columna-Cirugía Mínima Invasiva, Bogotá, Colombia.,Clínica Reina Sofía-Clínica Colsanitas, Bogotá, Colombia.,Fundación Universitaria Sanitas, Bogotá, Colombia
| | - Gabriel Oswaldo Alonso Cuéllar
- Centro de Columna-Cirugía Mínima Invasiva, Bogotá, Colombia.,Clínica Reina Sofía-Clínica Colsanitas, Bogotá, Colombia.,Fundación Universitaria Sanitas, Bogotá, Colombia
| | - Jorge Felipe Ramírez León
- Centro de Columna-Cirugía Mínima Invasiva, Bogotá, Colombia.,Clínica Reina Sofía-Clínica Colsanitas, Bogotá, Colombia.,Fundación Universitaria Sanitas, Bogotá, Colombia
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Hosseini B, Allameh F. Laser Therapy in Lumbar Disc Surgery - A Narrative Review. J Lasers Med Sci 2020; 11:390-394. [PMID: 33425288 DOI: 10.34172/jlms.2020.62] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Introduction: Low back pain is one of the most chronic debilitating conditions involving considerable loss of cash, work, and quality time. Lasers are utilized in different fields of drugs, providing unique advantages. They are useful and advantageous in treating lumbar disc disease. In this research, an attempt is made to examine the role and importance of different lasers in lumbar disc surgeries. Methods: We conducted studies about laser therapy in lumbar disc surgery. Our primary search began with reviewing English-language citations from PubMed and Scopus between 1990 and 2019 using the keywords: (laser therapy) OR (lumbar disc AND disc surgery). The initial search yielded 97 articles. However, about 49 articles were selected and used in the present study. Results: Based on the present study, it can be found that there are several methods of using lasers to treat lumbar disc surgery. These methods all have their strengths and weaknesses. Conclusion: The development of laser lumbar disc surgery can be very helpful due to the reduction of surgical risks and the length of the patients' hospital stay. However, the choice of method used for this type of surgery should be made according to the patient's condition and based on the opinion of the treating physician.
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Affiliation(s)
- Behnam Hosseini
- MD, Anesthesiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farzad Allameh
- MD-MPH, Laser Application in Medical Sciences Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Feasibility of Using Intraoperative Neuromonitoring in the Prophylaxis of Dysesthesia in Transforaminal Endoscopic Discectomies of the Lumbar Spine. Brain Sci 2020; 10:brainsci10080522. [PMID: 32764525 PMCID: PMC7465602 DOI: 10.3390/brainsci10080522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 07/30/2020] [Accepted: 08/03/2020] [Indexed: 12/20/2022] Open
Abstract
(1) Background: Postoperative nerve root injury with dysesthesia is the most frequent sequela following lumbar endoscopic transforaminal discectomy. At times, it may be accompanied by transient and rarely by permanent motor weakness. The authors hypothesized that direct compression of the exiting nerve root and its dorsal root ganglion (DRG) by manipulating the working cannula or endoscopic instruments may play a role. (2) Objective: To assess whether intraoperative neurophysiological monitoring can help prevent nerve root injury by identifying neurophysiological events during the initial placement of the endoscopic working cannula and the directly visualized video endoscopic procedure. (3) Methods: The authors performed a retrospective chart review of 65 (35 female and 30 male) patients who underwent transforaminal endoscopic decompression for failed non-operative treatment of lumbar disc herniation from 2012 to 2020. The patients’ age ranged from 22 to 86 years, with an average of 51.75 years. Patients in the experimental group (32 patients) had intraoperative neurophysiological monitoring recordings using sensory evoked (SSEP), and transcranial motor evoked potentials (TCEP), those in the control group (32 patients) did not. The SSEP and TCMEP data were analyzed and correlated to the postoperative course, including dysesthesia and clinical outcomes using modified Macnab criteria, Oswestry disability index (ODI), visual analog scale (VAS) for leg and back pain. (4) Results: The surgical levels were L4/L5 in 44.6%, L5/S1 in 23.1%, and L3/L4 in 9.2%. Of the 65 patients, 56.9% (37/65) had surgery on the left, 36.9% (24/65) on the right, and the remaining 6.2% (4/65) underwent bilateral decompression. Postoperative dysesthesia occurred in 2 patients in the experimental and six patients in the control group. In the experimental neuromonitoring group, there was electrodiagnostic evidence of compression of the exiting nerve root’s DRG in 24 (72.7%) of the 32 patients after initial transforaminal placement of the working cannula. A 5% or more decrease and a 50% or more decrease in amplitude of SSEPs and TCEPs recordings of the exiting nerve root were resolved by repositioning the working cannula or by pausing the root manipulation until recovery to baseline, which typically occurred within an average of 1.15 min. In 15 of the 24 patients with such latency and amplitude changes, a foraminoplasty was performed before advancing the endoscopic working cannula via the transforaminal approach into the neuroforamen to avoid an impeding nerve root injury and postoperative dysesthesia. (5) Conclusion: Neuromonitoring enabled the intraoperative diagnosis of DRG compression during the initial transforaminal placement of the endoscopic working cannula. Future studies with more statistical power will have to investigate whether employing neuromonitoring to avoid intraoperative compression of the exiting nerve root is predictive of lower postoperative dysesthesia rates in patients undergoing videoendoscopic transforaminal discectomy.
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Lewandrowski KU, Yeung A. Lumbar Endoscopic Bony and Soft Tissue Decompression With the Hybridized Inside-Out Approach: A Review And Technical Note. Neurospine 2020; 17:S34-S43. [PMID: 32746516 PMCID: PMC7410382 DOI: 10.14245/ns.2040160.080] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 05/18/2020] [Indexed: 12/29/2022] Open
Abstract
This study aimed to showcase the authors' preferred technique of a hybrid of modern "inside-out" and "outside-in" endoscopic decompression. A case series of 411 patients consisting of 192 females (46.7%) and 219 males (53.3%) with an average age of 54.84 ± 16.32 years and an average of 43.2 ± 26.53 months are presented. Patients underwent surgery for low-grade spondylolisthesis (13 of 411, 3.2%), herniated disc (135 of 411, 32.8%), foraminal spinal stenosis (101 of 411, 24.6%), or a combination of the latter 2 conditions (162 of 411, 39.4%). The preoperative Oswestry Disability Index (ODI) and visual analogue scale (VAS) for leg pain were 49.8 ± 17.65 and 7.9 ± 1.55, respectively. Postoperative ODI and VAS leg were 12.2 ± 9.34 and 2.41 ± 5 1.55 at final follow-up (p < 0.0001). MacNab outcomes were excellent in 134 (32.6%), good in 228 (55.5%), fair in 40 (9.7%), and poor in 9 patients (2.2%), respectively. There was end-stage degenerative vacuum disc disease in 304 of the 411 patients (74%) of which had 37.5% had excellent and 50% good MacNab outcomes. Patients without vacuum discs had excellent and good 18.7% and 71.0% of the time. Direct visualization of pain generators in the epidural- and intradiscal space is the authors' preferred transforaminal decompression technique and is supported by their reliable clinical outcomes.
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Affiliation(s)
- Kai-Uwe Lewandrowski
- Center for Advanced Spine Care of Southern Arizona, Surgical Institute of Tucson, Tucson, AZ, USA
| | - Anthony Yeung
- Department of Neurosurgery, University of New Mexico School of Medicine, Albuquerque, NM, USA.,Desert Institute for Spine Care, Phoenix, AZ, USA
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