Objective Lumbar disc herniation is among the most common and disabling spinal disorders, driven by the interplay of mechanical overload, structural failure, and cellular dysfunction. Despite advances in surgical interventions, achieving true biological repair of herniated discs remains a major clinical challenge. This review aims to critically examine the biomechanical landscape of disc herniation, focusing on how altered load transmission, tissue stiffness, and structural disruption influence cellular behavior and tissue regeneration. It further explores mechanobiological mechanisms governing repair and highlights emerging biomimetic models and technologies that integrate mechanical and biological insights to promote functional disc restoration.
Methods A comprehensive literature review was conducted using the Web of Science Core Collection, PubMed (National Library of Medicine), and ScienceDirect databases. The search was limited to peer-reviewed journal articles published in English and focused on studies related to lumbar disc herniation.
Results While decades of research have elucidated the biomechanical factors contributing to disc herniation, recent advances in mechanobiology have uncovered how mechanical cues influence cellular behavior, tissue repair, and degeneration. Evidence suggests that true disc regeneration cannot be achieved through biological replacement or mechanical stabilization alone; rather, it requires restoring functional biomechanics, specifically, the disc’s ability to sense, adapt to, and sustain physiological loading.
Conclusion Viewing disc herniation through a mechanobiological lens offers new opportunities to develop targeted therapies aimed at restoring both tissue integrity and load-bearing functionality, paving the way for more effective regenerative interventions.
Citations
Citations to this article as recorded by
Integrating Structures and Biology: Cellular and Molecular Interactions with Functionally Graded Spinal Cage Designs Yuen Ho Cheng, Amy Libing Fu, Jessica Gaff, Gianluca Vadala, Amit Jain, Javad Tavakoli International Journal of Molecular Sciences.2026; 27(10): 4531. CrossRef
Waeel O. Hamouda, Stipe Ćorluka, Sathish Muthu, Luca Ambrosio, Carla Cunha, Stjepan Ivandic, Mohamed A.R. Soliman, Fabrizio Russo, Sibylle Grad, In Ho Han, Gianluca Vadala, Hans-Jorg Meisel, Sam K. Cho, Tim S. Yoon, Jeffrey C. Wang, Amit Jain, Zorica Buser, AO Spine Knowledge Forum Degenerative
Neurospine 2026;23(1):109-116. Published online January 31, 2026
Objective Bracing after lumbar discectomy surgery (LDS) is a controversial topic with paucity of related scientific literature. Previous surveys on spine surgeons’ preferences were limited both in geographical coverage and number of respondents. The aim of this study is to fill this gap in the literature.
Methods An international online survey among AO Spine members regarding the postoperative recommendations for bracing (PoBr), activity restriction (AR), and associated factors, was performed.
Results A total of 703 spine surgeons participated in the survey of which 34% recommended PoBr, with half of them reported usage for 4 weeks. Main influencing variables were being from Europe/South Africa region, greater extent of bony decompression, and larger amount of excised disc material. Seventy-nine percent of the respondents recommended postoperative AR. Prolonged standing, prolonged sitting, and driving were usually restricted for 2 weeks. Bending, twisting, lifting, and low-intensity physical activities for 3 months, while high-intensity physical activities and direct contact sports for 6 months were restricted.
Conclusion Despite recent literature insights showing limited evidence of efficacy, 34% and 80% of a large cohort of international surgeons practice bracing and recommend AR after LDS for variable durations. Extensive bony decompression and radical discectomy significantly influenced the decision to brace, similarly endoscopic approaches and radical discectomy influenced the decision to restrict activity. These findings emphasize the persistent evidence-practice gap and the wide variability on the global level. More randomized controlled trials are warranted on this topic to reach an evidence-based recommendation.
Objective The aim of this study was to compare all-cause reoperation rates and costs in nonelderly patients treated with anterior cervical discectomy and fusion (ACDF) with structural allograft versus synthetic cages for degenerative pathology.
Methods We queried a private claims database to identify adult patients ( ≤ 65 years) who underwent single-level ACDF in a hospital setting using either structural allograft or a synthetic cage (polyetheretherketone, metal, or hybrid device), from 2010 to 2016. The rate of all-cause reoperations at 2 years were compared between the 2 groups. Index hospitalization costs and 90-day complication rates were also compared. Significance was set at p < 0.05.
Results A total of 26,754 patients were included in the study. 11,514 patients (43%) underwent ACDF with structural allograft and 15,240 (57%) underwent ACDF with a synthetic cage. The patients in the allograft group were younger and more likely to be male. There was no significant difference between the 2 groups with respect to 90-day complications including: wound dehiscence, dysphagia, dysphonia, and hematoma/seroma. In the 2-year postoperative period, the synthetic cage group had a significantly higher rate of allcause reoperation compared to the allograft group (9.1% vs. 8.0%, p = 0.002). Index hospitalization costs were significantly higher in the synthetic cage group compared to those in the allograft group ($23,475 vs. $20,836, p < 0.001).
Conclusion Structural allograft is associated with lower all-cause reoperation rates and lower index costs in nonelderly patients undergoing ACDF surgery for degenerative pathology. It is important to understand this data as we transition toward value-based care.
Citations
Citations to this article as recorded by
Revision Surgery after Single Level Anterior Cervical Discectomy and Fusion With Plate vs Stand-Alone Cage over 2 to 5 Year Follow-Up Wesley M. Durand, Rajan Khanna, Gabriel I. Nazario-Ferrer, Sang H. Lee, Richard L. Skolasky, Amit Jain Global Spine Journal.2025; 15(4): 2014. CrossRef
Considering the Effects of Age and Patient Factors on Subsidence and Implant Selection in Anterior Cervical Discectomy and Fusion Jeffrey B. Weinreb, Jake Carbone, Hershil Patel, Amit Ratanpal, Rohan I. Suresh, Tyler J. Pease, Ryan A. Smith, Joseph Blommer, Anthony K. Chiu, Idris Amin, Louis J. Bivona, Julio J. Jauregui, Daniel L. Cavanaugh, Eugene Y. Koh, Charles A. Sansur, Steven Clinical Spine Surgery.2025;[Epub] CrossRef
Reoperation Rate Following Single-Level Anterior Cervical Discectomy and Fusion With Standalone Cage Versus Anterior Plating in a Large Matched Cohort Adeesya Gausper, Andrew M. Miller, Vivien Chan, Suhas K. Etigunta, Andy M. Liu, David Skaggs, Tiffany Perry, Corey Walker, Alexander Tuchman Clinical Spine Surgery.2025;[Epub] CrossRef
Anterior Cervical Discectomy and Fusion With Structural Allograft is Associated With Lower Postoperative Health Care Utilization and Reoperations Compared With Cage Implants Andrew Y. Powers, Darren Z. Nin, Ya-Wen Chen, Ruijia Niu, David H. Kim, David C. Chang, Raymond W. Hwang Operative Neurosurgery.2024; 26(1): 16. CrossRef
Anterior cervical decompression and fusion at one and two levels: trends and factors associated with structural allograft versus synthetic cages Lucas Kim, Jonathan N. Grauer North American Spine Society Journal (NASSJ).2024; 17: 100310. CrossRef
Clinical and radiological outcomes of non-window-type bioactive glass–ceramic cage in single-level ACDF versus PEEK cage filled with autologous bone Ji-Won Kwon, Yong Ho Lee, Byung Ho Lee, Jae Hong Kim, Kyung Soo Suk Scientific Reports.2024;[Epub] CrossRef
Structural Allograft versus Polyetheretherketone Cage in Anterior Cervical Discectomy and Fusion: A Meta-Analysis Tu Thai Bao Nguyen, Nguyen Anh Duy Tran, Huu Dat Nguyen, Khai Duy Lam, Thanh Tan Nguyen, Yi-Jie Kuo, Yu-Pin Chen World Neurosurgery.2024; 191: e730. CrossRef
A Five-Year Cost-Utility Analysis Comparing Synthetic Cage Versus Allograft Use in Anterior Cervical Discectomy and Fusion Surgery for Cervical Spondylotic Myelopathy Micheal Raad, Amy L. Xu, Carlos Ortiz-Babilonia, Majd Marrache, Wesley M. Durand, Marc Greenberg, Amit Jain Spine.2023; 48(5): 330. CrossRef
Clinical Outcomes and Cost Profiles for Cage and Allograft Anterior Cervical Discectomy and Fusion Procedures in the Adult Population: A Propensity Score-Matched Study Adrian John Rodrigues, Kunal Varshneya, Martin Nikolaus Stienen, Ethan Schonfeld, Khoi Duc Than, Anand Veeravagu Asian Spine Journal.2023; 17(4): 620. CrossRef
Comparing zero-profile and conventional cage and plate in anterior cervical discectomy and fusion using finite-element modeling Chang-Hwan Ahn, Sungwook Kang, Mingoo Cho, Seong-Hun Kim, Chi Heon Kim, Inbo Han, Chul-Hyun Kim, Sung Hyun Noh, Kyoung-Tae Kim, Jong-Moon Hwang Scientific Reports.2023;[Epub] CrossRef
Prospective, Randomized, Blinded Clinical Trial Comparing PEEK and Allograft Spacers in Patients Undergoing Anterior Cervical Discectomy and Fusion Surgeries Alan T. Villavicencio, E. Lee Nelson, Sharad Rajpal, Kara Beasley, Sigita Burneikiene Spine.2022; 47(15): 1043. CrossRef
Optimization of cervical cage and analysis of its base material: A finite element study Elahe Jalilvand, Nabiolah Abollfathi, Mohsen Khajehzhadeh, Mojtaba Hassani-Gangaraj Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine.2022; 236(11): 1613. CrossRef
Endplate-specific fusion rate 1 year after surgery for two-level anterior cervical discectomy and fusion(ACDF) Hyun Jun Jang, Kyung Hyun Kim, Jeong Yoon Park, Keun Su Kim, Yong Eun Cho, Dong Kyu Chin Acta Neurochirurgica.2022; 164(12): 3173. CrossRef
The Effect of Subsidence on Segmental and Global Lordosis at Long-term Follow-up After Anterior Cervical Discectomy and Fusion Akiro H. Duey, Christopher Gonzalez, Eric A. Geng, Pierce J. Ferriter Jr, Ashley M. Rosenberg, Ula N. Isleem, Bashar Zaidat, Paul M. Al-Attar, Jonathan S. Markowitz, Jun S. Kim, Samuel K. Cho Neurospine.2022; 19(4): 927. CrossRef
Objective Lumbar discectomy is commonly performed for symptomatic lumbar disc herniation. We aimed to examine prescribing patterns and risk factors for chronic opioid use following lumbar discectomy.
Methods Using a private insurance claims database, patients were identified who underwent primary lumbar discectomy from 2010–2015 and had 1-year of continuous enrollment postoperatively. Patients were excluded with spinal fusion. The strength of opioid prescriptions was quantified using morphine milligram equivalents daily (MMED). Univariate and multivariate logistic regression models were built to examine risk factors associated with chronic postoperative opioid use.
Results A total of 5,315 patients were included in the study (mean age, 59 years; 50% female). 1,198 of patients (23%) used chronic opioids postoperatively. Chronic opioid use declined significantly from 27% in 2010 to 17% in 2015, p < 0.001. In addition, there were significantly fewer patients receiving high and very high-dose opioid prescriptions from 2010–2015, p < 0.001. The median duration that patients used opioids postoperatively was 211 days in 2010 (interquartile range [IQR], 29–356 days), and decreased significantly to 44 days (IQR, 10–294 days) in 2015. The strongest factors associated with chronic opioid use were preoperative opioid use (odds ratio [OR], 4.0), drug abuse (OR, 2.6), depression (OR, 1.6), surgery in the west (OR, 1.6) or south (OR, 1.6), anxiety (OR, 1.5), or 30-day readmission (OR, 1.4).
Conclusion Chronic opioid use following primary lumbar discectomy has declined from 2010–2015. A variety of factors are associated with chronic opioid use. Preoperative recognition of some of these risk factors may aid in perioperative management and counseling.
Citations
Citations to this article as recorded by
Combined pulse radiofrequency and selective nerve root block for lumbar disc herniation-related neuropathic pain: a retrospective cohort study Jie Chen, Hui Lu, Xinchao Jiang, Yi Song, Bin Qian, Mei Fang, Jianxue Qian, Cailin Wang Frontiers in Medicine.2026;[Epub] CrossRef
Opioid Prescribing Trends Following Lumbar Discectomy Albert L. Rancu, Michael J. Gouzoulis, Adam D. Winter, Beatrice M. Katsnelson, Jeremy K. Ansah-Twum, Jonathan N. Grauer Journal of the American Academy of Orthopaedic Surgeons.2025; 33(18): 1054. CrossRef
Trends of opioid use following anterior cervical discectomy and fusion: A 10-year longitudinal study of the Veterans Health Administration Andrew M. Gabig, Paymon G. Rezaii, Sean C. Clark, Bela P. Delvadia, Olivia C. Lee, William F. Sherman, Mathew Cyriac North American Spine Society Journal (NASSJ).2025; 22: 100595. CrossRef
Opioid-use disorder and reported pain after spine surgery: Risk-group patterns in cognitive-appraisal processes in a longitudinal cohort study Carolyn E Schwartz, Katrina Borowiec, Bruce D Rapkin, Joel A Finkelstein, Tai Sutherland, Olivia B Caan, Richard L Skolasky North American Spine Society Journal (NASSJ).2025; 22: 100605. CrossRef
Decreasing utilization of opioids and prescription nonopioids following lumbar discectomy Philip P. Ratnasamy, Gwyneth C. Maloy, John Slevin, Arya G. Varthi, Jonathan N. Grauer North American Spine Society Journal (NASSJ).2025; 24: 100793. CrossRef
The Impact of Preoperative Nicotine Use in the Development of Opioid Use Disorder Following Lumbar Disc Discectomy Procedures: A National Database Study Jinpyo Hong, Andrew Kim, Zachary Freedman, Shoshanna Jadoonanan, David R Hallan, Elias Rizk, John P Kelleher Cureus.2025;[Epub] CrossRef
Association Between Early Surgery and Postoperative Opioid Use in Patients With Lumbar Disc Herniation: A Propensity Score-Matching Analysis Using an Administrative Claims Database in Japan Akira Honda, Yoichi Iizuka, Mieda Tokue, Eiji Takasawa, Sho Ishiwata, Yusuke Tomomatsu, Shunsuke Ito, Kazuhiro Inomata, Akira Okada, Hiroki Matsui, Hideo Yasunaga, Hirotaka Chikuda Global Spine Journal.2024; 14(6): 1738. CrossRef
A study on the 10-year trend of surgeries performed for lumbar disc herniation and comparative analysis of prescribed opioid analgesics and hospitalization duration: 2010–2019 HIRA NPS Data Sang Yoon Kim, Yu-Cheol Lim, Byung-Kwan Seo, Dongwoo Nam, In-Hyuk Ha, Ye-Seul Lee, Yoon Jae Lee BMC Musculoskeletal Disorders.2024;[Epub] CrossRef
Biportal Endoscopic Spine Surgery for Lumbar Laminectomy and Diskectomy: Postoperative Outcomes and Surgical Learning Curve, a Single US Surgeon's Experience Matthew Easthardt, Philip Zakko, Ali Jawad, Maximillian Lee, Daniel Park JAAOS: Global Research and Reviews.2024;[Epub] CrossRef
The Current Status of Awake Endoscopic Surgery: A Systematic Review and Meta-Analysis Caroline N. Jadczak, Nisheka N. Vanjani, Hanna. Pawlowski, Elliot D.K. Cha, Conor P. Lynch, Michael C. Prabhu, Timothy J. Hartman, James W. Nie, Keith R. MacGregor, Eileen. Zheng, Omolabake O. Oyetayo, Kern. Singh World Neurosurgery.2023; 180: e198. CrossRef
Endogenous opiates and behavior: 2020 Richard J. Bodnar Peptides.2022; 151: 170752. CrossRef
Cervical alignment as a concept has come to the forefront for spine deformity research in the last decade. Studies on cervical sagittal alignment started from normative data, and expanded into correlation with global sagittal balance, prognosis of various conditions, outcomes of surgery, definition and classification of cervical deformity, and prediction of targets for ideal cervical reconstruction. Despite the recent robust research efforts, the definition of normal cervical sagittal alignment and cervical spine deformity continues to elude us. Further, many studies continue to view cervical alignment as a continuation of thoracolumbar deformity and do not take into account biomechanical features unique to the cervical spine that may influence cervical alignment, such as the importance of musculature connecting cranium-cervical-thoracic spine and upper extremities. In this article, we aim to summarize the relevant literature on cervical sagittal alignment, discuss key results, and list potential future direction for research using the ‘5W1H’ framework; “WHO” are related?, “WHY” important?, “WHAT” to evaluate and “WHAT” is normal?, “HOW” to evaluate?, “WHEN” to apply sagittal balance?, and “WHERE” to go in the future?
Citations
Citations to this article as recorded by
Identifying biomechanical and neurophysiological risk factors for postoperative neurologic deterioration in OPLL surgery: A study using ROC curve and path analysis Jinyoung Park, Seungjun Ryu, Young Seok Kim, Myungeun Yoo, Hyo Jeong Lee, Chae Hwan Lim, Seok Young Chung, Dawoon Kim, Yong Eun Cho, Yoon Ghil Park European Spine Journal.2026; 35(4): 1771. CrossRef
A systematic review and meta-analysis of sagittal cervical spine parameters: Normative values, correlation with quality of life, and biomechanical modeling Vinicius Ricieri Ferraz, Carlos R. Goulart, Tobias Alecio Mattei North American Spine Society Journal (NASSJ).2026; 25: 100819. CrossRef
A computational study of forward head posture biomechanics Katterine N. Rios-Peralta, Afonso J.C. Silva, Ricardo J. Alves-de-Sousa, Kathleen M. Curran, David B. MacManus Journal of the Mechanical Behavior of Biomedical Materials.2026; 175: 107288. CrossRef
Changes in the Cervical Range of Motion and Clinical Outcomes After Laminectomy With Fusion for Ossification of the Posterior Longitudinal Ligament: Impact of K-Line and OPLL Subtypes Zhihao Ma, Yi Huang, Peihong Hou, Hao Li, Mengyuan Zhang, Jiayan Wu, Jinxu Chen, Huawei Liu, Wenhao Hu, Guoquan Zheng Neurosurgery.2026; 98(6): 1413. CrossRef
Automated measurement of cervical sagittal and local parameters using a generalizable deep learning model: a multinational development and validation study Dong-Ho Kang, Se-Jun Park, Jin-Sung Park, Jaeseok Park, Chong-Suh Lee The Spine Journal.2026; 26(6): 1154. CrossRef
A cervical lordosis curvature decline in Chinese asymptomatic populations from 2016 to 2024: a comparative analysis Xiang Liu, Wei-cong Zhang, Zhi-hai Su, Yun-chuan Bai, Xiao-jun Lu, Zhen-yan Xu, Li-hsing Chou, Pei-jie Liang, Lian-jun Yang, Hai Lu BMC Musculoskeletal Disorders.2026;[Epub] CrossRef
Hierarchical deep learning pipeline for robust cervical parameter measurement in radiographs with C7 obscuration Dong-Ho Kang, Se-Jun Park, Jin-Sung Park, Hyeonsu Park, Chong-Suh Lee npj Digital Medicine.2026;[Epub] CrossRef
Cervical curvature measurement using multi-view parametric modeling imaging on reconstructed 3D ultrasound volumes Yuchong Gao, Wei Zhang, Jianhao Zhao, Songhan Ge, Yi Mao, Mingbo Zhang, Rui Zheng Ultrasonics.2026; 164: 107994. CrossRef
Letter to the editor about the Cervical alignment normative value parameters Fabio Zaina, Stefano Negrini North American Spine Society Journal (NASSJ).2026; : 100872. CrossRef
Is there a direct correlation between cervical sagittal alignment and spinopelvic sagittal alignment?: an observational study from asymptomatic Indian adults Juan Esteban Muñoz Montoya, Karthik Ramachandran, Praveen R Iyer, Ajoy Prasad Shetty, Shanmuganathan Rajasekaran Asian Spine Journal.2026; 20(1): 42. CrossRef
A Decision Tree Algorithm to Predict Postoperative Kyphosis After Cervical Laminoplasty for Cervical Spondylotic Myelopathy Karma Barot, Miguel A. Ruiz-Cardozo, Karan Joseph, Alexander T. Yahanda, Salim Yakdan, Tim Bui, Samuel Brehm, Hana Hallak, Sofia Lopez-Alviar, Michael Ryan Kann, Matthew J. Strok, Gabriel Trevino, Jacob Greenberg, Wilson Z. Ray, Camilo A. Molina Operative Neurosurgery.2026;[Epub] CrossRef
Reply to the Editor - Epidemiological cervical alignment values versus normative postoperative alignment parameters: methodological differences and clinical implications Vinicius Ricieri Ferraz, Tobias A Mattei North American Spine Society Journal (NASSJ).2026; : 100878. CrossRef
Normative segmental cervical lordosis distribution and sagittal vertical axis variations with T1 slope: Defining the role of the C2–C5 segment Sadegh Bagherzadeh, Srujan Kopparapu, Faramarz Roohollahi, Jay Kumar, Sawyer Bauer, Elliot Neal, Mohammad Hassan A. Noureldine, Elliot Pressman, Puya Alikhani, Mohsen Rostami Journal of Craniovertebral Junction and Spine.2026; 17(2): 165. CrossRef
The association between cervical sagittal balance parameters and clinical outcomes after single-level surgery for cervical radiculopathy and/or stenosis: A systematic review and meta-analysis Azra Gül, Javier Gomez Farias, Caroline MW. Goedmakers, Rania A. Mekary, Carmen Vleggeert-Lankamp Brain and Spine.2026; 6: 106009. CrossRef
Sagittal balance of the cervical spine in adults: a non-systematic literature review R. S. Chernyshyov, V. B. Lebedev, B. R. Kinzyagulov, A. A. Zuev Russian Journal of Spine Surgery (Khirurgiya Pozvonochnika).2026; 23(1): 92. CrossRef
Finite element analysis of cervicomedullary stress and strain in atlas orthogonal correction using radiographic rotational inputs: A multi-case study Jonathan Verderame, Muhammad Shakib Arslan, Farhan Mukhtar, Zaheer Abbas Journal of Bodywork and Movement Therapies.2026; 47: 260. CrossRef
Normative Cervical and Cervicothoracic Sagittal Alignment Parameters for Asymptomatic Adults: A Systematic Review and Meta-Analysis of >35,900 Participants Alexandra C. Dionne, Prakash Gorroochurn, Roy Miller, Prerana Katiyar, Samuel Bennion, Lisa Bonsignore-Opp, Josephine R. Coury, Fthimnir M. Hassan, Joseph M. Lombardi, Lawrence G. Lenke, Justin L. Reyes, Zeeshan M. Sardar Spine Open.2026;[Epub] CrossRef
Investigation of the effects of odontoid bone anatomical location and structure on cervical lordosis angle in cervical ct examinations: A clinical study Alemiddin Özdemir, Ahmet Melih Erdoğan, Özge Sevimoğlu, Buket Oğuz, Buse Kaymakcı, Selma Çalışkan, Bülent Bakar Medical Journal of Western Black Sea.2026; 10(1): 39. CrossRef
Bibliometric analysis of the top 50 most-cited articles on cervical deformities: a web of science database study Julia Diamandi, Amelia Stepniak, Hannah Tetreault, Regan M. Shanahan, Qazi Zeeshan, David T. Fernandes Cabral, Nitin Agarwal, D. Kojo Hamilton Spine Deformity.2026;[Epub] CrossRef
Comparison of cervical alignment between electromagnetic and traction-based head positioning systems Jonathan N. Sembrano, Dustin J. Kress, Regan Carlson, Jason J. Haselhuhn, Jacqueline E. Wright, Paul Brian O. Soriano, Kari Odland World Neurosurgery: X.2026; 31: 100595. CrossRef
Preoperative cervical curvature and outcomes after uniportal posterior percutaneous endoscopic cervical foraminotomy: a single-center retrospective study Kuan-Hung Chen, Tzu-Chiang Peng, Ying-Ching Li, Hong-Kai Wang, Wongthawat Liawrungrueang, KangTaek Lim, Yu-Jen Lu Neurosurgical Review.2026;[Epub] CrossRef
Three-Dimensional Surface Topography for the Assessment of Spinal Alignment: A Cross-Sectional Study of Biomechanical Correlates Brigitte Osser, Csongor Toth, Gyongyi Osser, Laura Ioana Bondar, Liliana-Oana Pobirci, Florin Mihai Marcu, Ramona Nicoleta Suciu, Nicoleta Anamaria Pascalau, Adina Mincic, Corina Dalia Toderescu Diagnostics.2026; 16(10): 1445. CrossRef
Preventing distal junctional kyphosis: Choosing a stable end for the lowest-instrumented vertebra is protective following adult cervical deformity surgery Pawel P. Jankowski, Paritash Tahmasebpour, Oluwatobi O. Onafowokan, Max R. Fisher, Ethan Cottrill, Caroline M. Wu, Alexander Parsons, Khoi Than, Spencer Matthews, Louis Boissiere, John F. Burke, Peter G. Passias Journal of Craniovertebral Junction and Spine.2026; 17(3): 214. CrossRef
Relationship between Preoperative Global Sagittal Alignment and Changes in Cervical Alignment Following Lumbar Pedicle Subtraction Osteotomy Bruno Verna, Thomas Caffard, Marco D. Burkhard, Ali E. Guven, Erika Chiapparelli, Anna-Maria Mielke, Artine Arzani, Ranqing Lan, Jennifer Shue, Timo Zippelius, Andrew A. Sama, Federico P. Girardi, Frank P. Cammisa, Alexander P. Hughes Spine.2026; 51(13): 910. CrossRef
Novel AI-Based Algorithm for the Automated Measurement of Cervical Sagittal Balance Parameters. A Validation Study on Pre- and Postoperative Radiographs of 129 Patients Sophia Vogt, Carolin Scholl, Priyanka Grover, Julian Marks, Marcel Dreischarf, Ulf-Dietrich Braumann, Patrick Strube, Alexander Hölzl, Sabrina Böhle Global Spine Journal.2025; 15(2): 1155. CrossRef
Recent Global Trends and Hotspots in Occipitocervical Fusion: A Bibliometric Analysis and Visualization Study Anna Gorbacheva, Clifford Pierre, Julius Gerstmeyer, Donald David Davis, Bryan G. Anderson, Tara Heffernan, Luke Jouppi, Zeyad Daher, Arash Tabesh, Stephen Lockey, Amir Abdul-Jabbar, Rod Oskouian, Jens R. Chapman World Neurosurgery.2025; 193: 1008. CrossRef
Anterior Cervical Discectomy and Fusion Versus Cervical Corpectomy With Iliac Crest Graft and Fusion in Multilevel Degenerative Myelopathy Claudio A. Rivas Palacios, Mario M. Barbosa, María A. Escobar, Ezequiel Garcia-Ballestas, Camilo García, Salvador M. Mattar, Salvador Mattar Clinical Spine Surgery.2025; 38(10): 475. CrossRef
Comparison of sagittal measurements of cervical spine in spondylosis patients between Magnetic Resonance Imaging and Radiograph Maria Nicolet, Priyanka -, Rajagopal Kadavigere, Shailesh S Nayak, Saikiran Pendem, Surbhi Gupta Aggarwal, Tancia Pires, Varsha R F1000Research.2025; 14: 45. CrossRef
The influence of body posture on cervical alignment measured in the sagittal plane on conventional radiographs: a systematic review Esther van Santbrink, Valérie Schuermans, Ank van de Goor, Rob de Bie, Toon Boselie, Henk van Santbrink, Anouk Smeets The Spine Journal.2025; 25(8): 1751. CrossRef
Surgical Treatment of Chronic Infectious Cervicothoracic Spondylitis Denis G. Naumov, Sergey G. Tkach, Gamzat B. Aliev, Arkadiy A. Vishnevskiy, Petr K. Yablonskiy Traumatology and Orthopedics of Russia.2025; 31(1): 43. CrossRef
Cervical manipulation accelerates recovery and further correction of cervical alignment in mechanical neck pain (MNP) patients with neck exercise: A randomized controlled trial Ke Wu, Rongrong Deng, Xu Zhao, Zihan Wang, Qingyuan Ru, Xin Chen, Botao Zhang, Liping Chen, Ran Kang Complementary Therapies in Clinical Practice.2025; 59: 101969. CrossRef
Validity and Reliability of an Artificial Intelligence-Based Posture Estimation Software for Measuring Cervical and Lower-Limb Alignment Versus Radiographic Imaging Sung Cheol Park, Sanghee Lee, Jisoo Yoon, Chi-Hyun Choi, Chan Yoon, Yong-Chan Ha Diagnostics.2025; 15(11): 1340. CrossRef
A Commentary on “Proximal Thoracic Alignment Change Influences Cervical Sagittal Alignment After Correction Surgery in Patients With Lenke Type 2 Adolescent Idiopathic Scoliosis” Seung Woo Suh Neurospine.2025; 22(2): 364. CrossRef
Risk factors associated with distal junctional kyphosis and failure after surgical management of adult cervical deformity: a systematic review Davin C. Gong, Anthony N. Baumann, Zhaorui Wang, Omkar S. Anaspure, Muhammad Waheed, Evan J. Beck, Rakesh D. Patel, Ilyas S. Aleem European Spine Journal.2025; 34(8): 3430. CrossRef
Determining the Reference Values of the Measurements of Cervical Sagittal Alignment Using the Extrapolated Norms Method Shenyan Gu, Kaiwen Chen, Dongqing Zhu, Feizhou Lyu, Jianyuan Jiang, Joe F. Jabre, Xinlei Xia, Chaojun Zheng World Neurosurgery.2025; 200: 124227. CrossRef
Influence of destructive changes and surgical correction on the parameters of sagittal balance of the cervical spine in children D. A. Glukhov, A. Yu. Mushkin Russian Journal of Spine Surgery (Khirurgiya Pozvonochnika).2025; 22(2): 66. CrossRef
Documenting Cervical Spine Injuries Following Negative MRI Findings: Clinical and Medico-Legal Overview of Dynamic Imaging Leonard F Vernon, Adam Benn Cureus.2025;[Epub] CrossRef
Analysis of the mutual influence of cervical sagittal balance parameters in children in norm and with Down syndrome A. A. Kuleshov, A. G. Nazarenko, V. A. Sharov, M. S. Vetrile, A. V. Ovsyankin, E. S. Kuzminova Russian Journal of Spine Surgery (Khirurgiya Pozvonochnika).2025; 22(2): 55. CrossRef
Influence of subaxial cervical spine surgery on the sagittal alignment of the cervical and global spine. A prospective observational study M. Bolcha, J. Lodin, D. Cihlář, M. Sameš, P. Vachata Brain and Spine.2025; 5: 104373. CrossRef
Influence of Preoperative Cervical Spine Curvature in Postoperative Radiographic Outcomes Following Anterior Cervical Discectomy and Fusion: A Single-Center Retrospective Study Ashwin Ghadiyaram, Asha Krishnakumar, Andrew K Schwieder, Thérèse F Weidenkopf, Hayden M Dux, Jefferson O Abaricia, Charles F Opalak, Robert S Graham, William C Broaddus Cureus.2025;[Epub] CrossRef
Odontoid parameters in subjects with and without degenerative cervical spondylosis Tao Kang, Weiyou Chen, Longao Huang, Hongyuan Xu, Hua Jiang BMC Musculoskeletal Disorders.2025;[Epub] CrossRef
Understanding Radiographic Parameters in Cervical Deformity Max Fisher, Oluwatobi O. Onafowokan, Kyriakos Chatzis, Peter Tretiakov, Peter G. Passias Clinical Spine Surgery.2025; 38(9): 404. CrossRef
Postoperative sagittal alignment measurements independently predict clinical outcomes after anterior cervical discectomy with anterior or circumferential fusion Daniele Armocida, Giuseppa Zancana, Antonio Sportelli, Fabio Cofano, Diego Garbossa, Alessandro Frati World Neurosurgery: X.2025; 28: 100515. CrossRef
Cervical Muscle Composition in Degenerative Dropped Head Syndrome Thomas Caffard, Bruno Verna, Lukas Schönnagel, Ali E. Guven, Artine Arzani, Erika Chiapparelli, Marco D. Burkhard, Ranqing Lan, Jennifer Shue, Angela Rosenbohm, Jan Kassubek, Oliver Dobrindt, Andrew A. Sama, Federico P. Girardi, Frank P. Cammisa, Timo Zip Spine.2025; 50(19): 1303. CrossRef
Cervical Sagittal Alignment Revisited on the Path to Personalized Spine Surgery: A Big Picture Perspective Through Bibliometric Analysis and Visualization Luke L. Jouppi, Clifford Pierre, Anna Gorbacheva, Julius Gerstmeyer, Colin Gold, Cameron Hogsett, Nicholas Minissale, Mark Kraemer, Stephen Lockey, Amir Abdul-Jabbar, Rod J. Oskouian, Jens R. Chapman World Neurosurgery.2025; 202: 124387. CrossRef
Comparison of Radiography with Computed Tomography and Magnetic Resonance Imaging in the Measurement of Cervical Lordosis Ismail Ertan Sevin, Selin Bozdag, Efecan Erisken, Hasan Kamil Sucu Medicina.2025; 61(9): 1654. CrossRef
The effect of cervical parameters on interlaminar epidural steroid injection treatment outcomes in patients with cervical disc herniation Serdar Kokar, Ridvan Isik, Rekib Sacaklidir, Savas Sencan, Osman Hakan Gunduz Turkish Journal of Physical Medicine and Rehabilitation.2025; 71(3): 351. CrossRef
Cervical sagittal alignment and its impact on degenerative cervical myelopathy outcomes Granit Molliqaj, Alexandre Lavé, Michele Da Broi, Leonardo Anselmi, Aria Nouri, Pierre-Pascal Girod, Renato Gondar, Karl Schaller, Enrico Tessitore Brain and Spine.2025; 5: 105862. CrossRef
Functional recovery after laminoplasty versus staged anterior–posterior fusion for multilevel cervical ossification of the posterior longitudinal ligament Jae-Won Shin, Kyung-Soo Suk, Hak-Sun Kim, Seong-Hwan Moon, Si-Young Park, Byung-Ho Lee, Ji-Won Kwon Journal of Orthopaedic Surgery and Research.2025;[Epub] CrossRef
Evaluating intraoperative C2 slope as a radiographic guide for cervical deformity correction Namhoo Kim, Kyung-Soo Suk, Ji-Won Kwon, Sub-Ri Park, Jae Won Shin, Byung Ho Lee, Si-Young Park, Jin-Oh Park, Seong-Hwan Moon, Hak-Sun Kim Scientific Reports.2025;[Epub] CrossRef
Impact of C3 Laminectomy Versus C3 Laminoplasty on Cervical Alignment Shyam J. Kurian, Elyette Lugo, Sang Hun Lee, Hamid Hassanzadeh, Lee H. Riley, Khaled M. Kebaish, David B. Cohen, Amit Jain Clinical Spine Surgery.2025;[Epub] CrossRef
Postural and spinal stability analysis for different floor sitting styles Seung Nam Min, Murali Subramaniyam, Mohammad Parnianpour, Dong Joon Kim Heliyon.2024; 10(17): e37379. CrossRef
Do key measurement parameters derived from specific cervical vertebral segments differ between lordotic and non-lordotic cervical spine alignments? A study of asymptomatic young adults Lee Daffin, Max C. Stuelcken Journal of Bodywork and Movement Therapies.2024; 37: 115. CrossRef
Comparison of Cervical Sagittal Parameters among Patients with Neck Pain and Patients with Cervical Spondylotic Radiculopathy and Cervical Spondylotic Myelopathy Tao Liu, Shuo Tian, Jianzhou Zhang, Mengzi He, Longlian Deng, Wenyuan Ding, Zheng Wang, Dalong Yang Orthopaedic Surgery.2024; 16(2): 329. CrossRef
Usefulness of the preoperative thoracic inlet angle in comparison to the T1 slope for predicting cervical kyphosis after laminoplasty Kenta Takakura, Eiji Takasawa, Tokue Mieda, Toshiki Tsukui, Kazuhiro Inomata, Yusuke Tomomatsu, Akira Honda, Hirotaka Chikuda European Spine Journal.2024; 33(3): 1179. CrossRef
Current Concepts of Cervical Spine Alignment, Sagittal Deformity, and Cervical Spine Surgery Hidenori Suzuki, Masahiro Funaba, Kazuhiro Fujimoto, Yusuke Ichihara, Norihiro Nishida, Takashi Sakai Journal of Clinical Medicine.2024; 13(5): 1196. CrossRef
Halo vest fixation effectively maintains cervical alignment through intraoperative repositioning in patients with cervical spine instability Takafumi Arita, Osamu Kawano, Hiroaki Sakai, Yuichiro Morishita, Muneaki Masuda, Tetsuo Hayashi, Kensuke Kubota, Takeshi Maeda, Yasuharu Nakashima, Kazuya Yokota Heliyon.2024; 10(6): e27952. CrossRef
Association Between Cervical Sagittal Alignment and Subaxial Paraspinal Muscle Parameters Thomas Caffard, Artine Arzani, Bruno Verna, Vidushi Tripathi, Erika Chiapparelli, Samuel J. Medina, Lukas Schönnagel, Soji Tani, Gaston Camino-Willhuber, Krizia Amoroso, Ali E. Guven, Jiaqi Zhu, Ek Tsoon Tan, John A. Carrino, Jennifer Shue, Hassan Awan Ma Spine.2024; 49(9): 621. CrossRef
Comparison of radiological and clinical outcomes of cervical laminoplasty versus lateral mass screw fixation in patients with ossification of the posterior longitudinal ligament Tao Liu, Jianzhou Zhang, Longlian Deng, Mengzi He, Shuo Tian, Wenyuan Ding, Zheng Wang, Dalong Yang BMC Musculoskeletal Disorders.2024;[Epub] CrossRef
How does cervical sagittal profile change after the spontaneous compensation of global sagittal imbalance following one- or two-level lumbar fusion Chengxin Liu, Weiguo Zhu, Yongjin Li, Xiangyu Li, Bin Shi, Chao Kong, Shibao Lu BMC Musculoskeletal Disorders.2024;[Epub] CrossRef
Research of Global Tilt and Functional Independence: Insights into Spinal Health of Older Women Yu-Chieh Chiu, Ping-Chiao Tsai, Ssu-Hsien Lee, Wen-Tien Wu, Tzai-Chiu Yu, Ru-Ping Lee, Ing-Ho Chen, Jen-Hung Wang, Kuang-Ting Yeh Bioengineering.2024; 11(5): 493. CrossRef
The Radiological Characteristics of Degenerative Cervical Kyphosis with Cervical Spondylotic Myelopathy Hongwei Wang, Haocheng Xu, Xianghe Wang, Ye Tian, Jianwei Wu, Xiaosheng Ma, Feizhou Lyu, Jianyuan Jiang, Hongli Wang Spine Surgery and Related Research.2024; 8(3): 272. CrossRef
Post-Laminectomy Kyphosis in a Case of Tuberculosis of the Cervical Spine: A Case Report and Literature Review V. Selvin Prabhakar, Tosaddeque Hussain, Christopher Gerber, Anindya Basu Journal of Korean Society of Spine Surgery.2024; 31(2): 65. CrossRef
Imaging Characteristics of Nonrheumatoid Arthritis Patients With Retro-odontoid Pseudotumor Soya Kawabata, Kohei Kuroshima, Koki Kawaguchi, Norihiko Takegami, Takashi Yurube, Takehiro Michikawa, Koji Akeda, Kenichiro Kakutani, Nobuyuki Fujita Spine.2024; 49(19): E315. CrossRef
Automatic 3D pelvimetry framework in CT images and its validation Junlin Shao, Qian Wu, Yuqian Zhang, Changqi Liu, Xing Huo, Changqing Wang Scientific Reports.2024;[Epub] CrossRef
Preoperative Factors on Loss of Range of Motion after Posterior Cervical Foraminotomy Dong-Ho Lee, Hyung Rae Lee, Sang Yun Seok, Ji Uk Choi, Jae Min Park, Jae-Hyuk Yang Medicina.2024; 60(9): 1496. CrossRef
Anterior Cervical Discectomy and Fusion for the Treatment of Pincer Cervical Spondylotic Myelopathy: A Single-Center Retrospective Study Xinyu Zhang, Baogan Peng, Zengbiao Ma, Bing Wu, Chunyu Liu, Yongchao Li World Neurosurgery.2024; 191: e772. CrossRef
Impact of Gender-Specific Physiological activities on Bone Density and Spinal Alignment Post-Spinal Stabilization Surgery Affecting Quality of Life Duygu Baykal, Mehmet Ziya Çetiner American Journal of Health Behavior.2024; 48(4): 1125. CrossRef
Introducing Angle B: A Novel Quantitative Approach for Sagittal Alignment Reduction in Atlanto-Axial Dislocation Surgery Shengyu Cui, Xinyu Wang, Kang Li, Hailong Feng, Zhenlei Liu, Fengzeng Jian, Kai Wang Therapeutics and Clinical Risk Management.2024; Volume 20: 789. CrossRef
Comparison of Open Microscopic and Biportal Endoscopic Approaches in Multi-Level Posterior Cervical Foraminotomy: Radiological and Clinical Outcomes Hyung Rae Lee, Jae Min Park, In-Hee Kim, Jun-Hyun Kim, Jae-Hyuk Yang Journal of Clinical Medicine.2024; 14(1): 164. CrossRef
Magnetic Resonance Imaging Is Inadequate to Assess Cervical Sagittal Alignment Parameters Brian C. Goh, Harry M. Lightsey, Wylie Y. Lopez, Daniel G. Tobert, Harold A. Fogel, Thomas D. Cha, Joseph H. Schwab, Christopher M. Bono, Stuart H. Hershman Clinical Spine Surgery.2023; 36(2): E70. CrossRef
Clinical significance of the C2 slope after multilevel cervical spine fusion Namhoo Kim, Kyung-Soo Suk, Ji-Won Kwon, Joonoh Seo, Hunjin Ju, Byung Ho Lee, Seong-Hwan Moon, Hak-Sun Kim, Hwan-Mo Lee Journal of Neurosurgery: Spine.2023; 38(1): 24. CrossRef
Changes in intervertebral sagittal alignment of the cervical spine from supine to upright Anthony A. Oyekan, Clarissa M. LeVasseur, Jeremy D. Shaw, William F. Donaldson, Joon Y. Lee, William J. Anderst Journal of Orthopaedic Research.2023; 41(7): 1538. CrossRef
Loss of cervical sagittal alignment worsens the cervical spinal lesions in patients with Hirayama disease Kaiwen Chen, Yang Yang, Chi Sun, Yu Zhu, Hongli Wang, Feizhou Lyu, Jianyuan Jiang, Chaojun Zheng Neurological Sciences.2023; 44(6): 2103. CrossRef
Cervical kinematic change after posterior full-endoscopic cervical foraminotomy for disc herniation or foraminal stenosis Seungyoon Paik, Yunhee Choi, Chun Kee Chung, Young Il Won, Sung Bae Park, Seung Heon Yang, Chang-Hyun Lee, John Min Rhee, Kyoung-Tae Kim, Chi Heon Kim, Thamer Hamdan PLOS ONE.2023; 18(2): e0281926. CrossRef
Cervical sagittal balance after consecutive three-level hybrid surgery versus anterior cervical discectomy and fusion: radiological results from a single-center experience Shihao Chen, Yuxiao Deng, Hao Liu, Tingkui Wu, Kangkang Huang, Junbo He, Beiyu Wang Journal of Orthopaedic Surgery and Research.2023;[Epub] CrossRef
Factors related to T1 slope: spinopelvic balance and thoracic compensation Chengxin Liu, Yongjin Li, Xiangyu Li, Bin Shi, Shibao Lu BMC Surgery.2023;[Epub] CrossRef
Variation of cervical sagittal alignment parameters according to age and pelvic incidence in degenerative spinal deformity patients Vincent Lamas, Renan Chapon, Solène Prost, Benjamin Blondel, Stéphane Fuentes, Erik André Sauleau, Yann Philippe Charles European Spine Journal.2023; 32(10): 3624. CrossRef
Effect of T1 Slope on Disappearance of Cervical Lordosis after Posterior Cervical Double-Door Laminoplasty Based on Medical Informatics Yulin Zhao, Binglei Zhang, Baisheng Yuan Brain Sciences.2023; 13(8): 1189. CrossRef
Analysis of sagittal parameters for easier and more accurate determination of cervical spine alignment Byeong Ho Oh, Jee Yong Kim, Jong Beom Lee, Il Sup Kim, Jae Taek Hong, Jae Hoon Sung, Ho Jin Lee Medicine.2023; 102(41): e35511. CrossRef
A Novel Intraoperative Posture‐Adjustment Apparatus for Correction of Cervical Lordosis in Anterior Cervical Surgery Yifei Deng, Beiyu Wang, Hao Liu, Yang Meng, Xin Rong, Tingkui Wu, Hao Chen, Ying Hong Orthopaedic Surgery.2023; 15(12): 3162. CrossRef
A novel rapid measurement method of cervical sagittal parameters based on the integrated inclinometer of a smartphone: a validity and reliability study Tianji Huang, Chunyang Zhang, Zhenghan Han, Weiyang Zhong, Zenghui Zhao, Yong Zhu, Xiaoji Luo, Jie Zhang Annals of Medicine.2023;[Epub] CrossRef
Optimizing Surgical Strategy for Cervical Spinal Deformity: Global Alignment and Surgical Targets Jae-Koo Lee, Seung-Jae Hyun, Ki-Jeong Kim Neurospine.2023; 20(4): 1246. CrossRef
Variation of cervical sagittal alignment parameters according to gender, pelvic incidence and age Yann Philippe Charles, Solène Prost, Sébastien Pesenti, Brice Ilharreborde, Eloïse Bauduin, Féthi Laouissat, Guillaume Riouallon, Stéphane Wolff, Vincent Challier, Ibrahim Obeid, Louis Boissière, Emmanuelle Ferrero, Federico Solla, Jean-Charles Le Huec, S European Spine Journal.2022; 31(5): 1228. CrossRef
What is the most accurate substitute for an invisible T1 slope in cervical radiographs? A comparative study of a novel method with previously reported substitutes Brian J. Park, Colin J. Gold, Royce W. Woodroffe, Satoshi Yamaguchi Journal of Neurosurgery: Spine.2022; 36(5): 815. CrossRef
Spinopelvic measurements of sagittal balance with deep learning: systematic review and critical evaluation Tomaž Vrtovec, Bulat Ibragimov European Spine Journal.2022; 31(8): 2031. CrossRef
Pediatric Spine Trauma Sungjae An, Seung-Jae Hyun Journal of Korean Neurosurgical Society.2022; 65(3): 361. CrossRef
Reciprocal Changes in the Whole-Body Following Realignment Surgery in Adult Spinal Deformity Jae-Koo Lee, Seung-Jae Hyun, Ki-Jeong Kim Asian Spine Journal.2022; 16(6): 958. CrossRef
Odontoid Incidence: A Novel Cervical Parameter Influencing Cervical Alignment From Top to Bottom Jae-Koo Lee, Seung-Jae Hyun, Ki-Jeong Kim Neurospine.2022; 19(2): 463. CrossRef
Cervical Alignment Analysis Comparing Two-Level Cervical Disc Arthroplasty with Anterior Cervical Discectomy and Fusion with Anterior Plate Fixation Adewale A. Bakare, John Paul G. Kolcun, Ali Z. Piracha, Jonah R. Moss, Ryan Khanna, John E. O’Toole, Harel Deutsch, Vincent C. Traynelis, Richard G. Fessler World Neurosurgery.2022; 165: e597. CrossRef
Does the asymmetry and extension function of the preoperative cervical paraspinal extensor predict postoperative cervical sagittal deformity in patients who undergo modified laminoplasty? Sibo Lin, Taotao Lin, Zhengru Wu, Gang Chen, Zhitao Shangguan, Zhenyu Wang, Wenge Liu The Spine Journal.2022; 22(12): 1953. CrossRef
Validity and reliability of a novel iPhone method to rapidly measure cervical sagittal parameters Jie Zhang, Chunyang Zhang, Weiyang Zhong, Zenghui Zhao, Fei Han, Zhenghan Han, Hang Zhang, Tianji Huang, Xiaoji Luo Scientific Reports.2022;[Epub] CrossRef
Changes in T1 slope and cervical sagittal vertical axis correlate to improved neurological function recovery after cervical laminoplasty Dong-Fan Wang, Xiang-Yu Li, Chao Kong, Cheng-Xin Liu, Bin Shi, Shi-Bao Lu Frontiers in Surgery.2022;[Epub] CrossRef
Total disc replacement alters the biomechanics of cervical spine based on sagittal cervical alignment Muzammil Mumtaz, Justin Mendoza, Sudharshan Tripathi, Amey Kelkar, Norihiro Nishida, Ashish Sahai, Vijay K. Goel Journal of Craniovertebral Junction and Spine.2022; 13(3): 278. CrossRef
Comparison of 3-level anterior cervical discectomy and fusion and open-door laminoplasty in cervical sagittal balance: A retrospective study Wenhao Wang, Yixue Huang, Zhikai Wu, Xiayu Hu, Pan Xiang, Hao Liu, Huilin Yang Frontiers in Surgery.2022;[Epub] CrossRef
Progression of Ossification of Posterior Longitudinal Ligament After Anterior Cervical Discectomy and Fusion in Military Patients Exposed to Minor Trauma Jungmyung Koo, SungHwan Hwang, Sang Hoon Yoon, Hyung Jin Shin, Byung-Kyu Cho Korean Journal of Neurotrauma.2022; 18(2): 254. CrossRef
Predictable factors for aggravation of cervical alignment after posterior cervical foraminotomy Hyung Rae Lee, Dong-Ho Lee, Sang Yun Seok, Woon Sang Lee, Minsoo Kim, Jae Hwan Cho, Chang Ju Hwang, Choon Sung Lee Journal of Neurosurgery: Spine.2022; : 1. CrossRef
Crossing the Cervicothoracic Junction Justin W. Vickery, Emil E. Varas, Amir M. Abtahi Clinical Spine Surgery.2022; 35(10): 451. CrossRef
Sagittal balance of the cervical spine in children older than 4 years: what is the norm? D. A. Glukhov, V. I. Zorin, Ya. A. Maltseva, A. Yu. Mushkin Hirurgiâ pozvonočnika (Spine Surgery).2022; 19(4): 19. CrossRef
Clinical Impact and Correlations of Odontoid Parameters Following Multilevel Posterior Cervical Fusion Surgery Jae-Koo Lee, Seung-Jae Hyun, Seung Heon Yang, Ki-Jeong Kim Neurospine.2022; 19(4): 912. CrossRef
Surgical Strategies and Perioperative Considerations for Cervical Deformity With Cerebral Palsy: A Comprehensive Review of the Literature Hyung Cheol Kim, Sung Han Oh, Jae Keun Oh, Yoon Ha Neurospine.2022; 19(4): 868. CrossRef
Commentary on “Clinical Impact and Correlations of Odontoid Parameters Following Multilevel Posterior Cervical Fusion Surgery” Sang Hun Lee Neurospine.2022; 19(4): 921. CrossRef
Kinematics after cervical laminoplasty: risk factors for cervical kyphotic deformity after laminoplasty Bum-Joon Kim, Sung-Min Cho, Junseok W Hur, Jaehyung Cha, Se-Hoon Kim The Spine Journal.2021; 21(11): 1822. CrossRef
Adolescent Idiopathic Scoliosis Treated by Posterior Spinal Segmental Instrumented Fusion : When Is Fusion to L3 Stable? Seung-Jae Hyun, Lawrence G. Lenke, Yongjung Kim, Keith H. Bridwell, Meghan Cerpa, Kathy M. Blanke Journal of Korean Neurosurgical Society.2021; 64(5): 776. CrossRef
The state of the sagittal balance of the injured cervical spine depending on the nature of the damage to the subaxial level O.S. Nekhlopochyn, V.V. Verbov TRAUMA.2021; 22(3): 48. CrossRef
Cervical Sagittal Imbalance after Cervical Laminoplasty in Elderly Patients Hyun Woong Mun, Chang Duk Yuk, Tae Hwan Kim, Moon Soo Park, Seok Woo Kim, Ji Hee Kim, Jun Hyong Ahn, In Bok Chang, Joon Ho Song, Jae Keun Oh, Andrea Lovato BioMed Research International.2020;[Epub] CrossRef
Objective The aim of the study was to compare trends and differences in preoperative and prolonged postoperative opioid use following spinal cord stimulator (SCS) implantation and to determine factors associated with prolonged postoperative opioid use.
Methods A database of private-payer insurance records was queried to identify patients who underwent a primary paddle lead SCS placement via a laminectomy (CPT-C3655) from 2008–2015. Our resulting cohort was stratified into those with prolonged postoperative opioid use, opioid use between 3- and 6-month postoperation, and those without. Multivariate logistic regression was used to determine the effect preoperative opioid use and other factors of interest had on prolonged postoperative opioid use. Subgroup analysis was performed on preoperative opioid users to further quantify the effect of differing magnitudes of preoperative opioid use.
Results A total of 2,374 patients who underwent SCS placement were identified. Of all patients, 1,890 patients (79.6%) were identified as having prolonged narcotic use. Annual rates of preoperative (p = 0.023) and prolonged postoperative narcotic use (p < 0.001) decreased over the study period. Significant independent predictors of prolonged postoperative opioid use were age < 65 years (odds ratio [OR], 1.52; p = 0.004), male sex (OR, 1.33; p = 0.037), preoperative anxiolytic (OR, 1.55; p = 0.004) and muscle relaxant (OR, 1.42; p = 0.033), and narcotic use (OR, 15.04; p < 0.001). Increased number of preoperative narcotic prescriptions correlated with increased odds of prolonged postoperative use.
Conclusion Patients with greater number of preoperative opioid prescriptions may not attain the same benefit from SCSs as patients with less opioid use. The most significant predictor of prolonged narcotic use was preoperative opioid use.
Citations
Citations to this article as recorded by
Change in opioid use following spinal cord stimulation: a systematic review and meta-analysis Hunter Soleymani, Mahmoud Morsi, Kira Kopacz, Jay Karri, Lisa Goudman, Nasir Hussain, Saba Javed, Ryan D’Souza Regional Anesthesia & Pain Medicine.2026; : rapm-2026-107603. CrossRef
The impact of opioid prescribing guidelines on opioid dispensation: A systematic review and meta-analysis Jihoon Lim, Parker Tope, Maximilian Schaefer, Isaiah Williams, Imen Farhat, Andrea Benedetti, Dimitra Panagiotoglou Canadian Journal of Pain.2026;[Epub] CrossRef
US Department of Defense consensus guidelines on neuromodulation for pain management in an active-duty military population from a tri-service, multispecialty working group Brian C McLean, Christopher R Phillips, Sara M Wilson, Jason D Merrell, Harold Gelfand, David E Reece, David Riegleman, Stephen E Rodriguez, Steven Paul Cohen Regional Anesthesia & Pain Medicine.2026; : rapm-2026-107787. CrossRef
Curcumin reduces pain after spinal cord injury in rats by decreasing oxidative stress and increasing GABAA receptor and GAD65 levels Maryam Hadadi, Mohammad Mojtaba Farazi, Mehrnaz Mehrabani, Mahsa Tashakori-Miyanroudi, Zahra Behroozi Scientific Reports.2025;[Epub] CrossRef
The impact of perioperative opioid use on postoperative outcomes following spinal surgery: a meta-analysis of 60 cohort studies with 13 million participants Mingjiang Luo, Fuwen Shi, Hongxu Wang, Zuoxuan Chen, Huijie Dai, Yuxin Shi, Jiang Chen, Siliang Tang, Jingshan Huang, Zhihong Xiao The Spine Journal.2024; 24(2): 278. CrossRef
Functional Somatic Syndromes Are Associated With Varied Postoperative Outcomes and Increased Opioid Use After Spine Surgery: A Systematic Review Raisa Masood, Taryn E. LeRoy, Michael A. Moverman, Matthew W. Feldman, Ashley Rogerson, Matthew J. Salzler Global Spine Journal.2024; 14(5): 1601. CrossRef
Cross-Country Differences in Pain Medication Before and After Spinal Cord Stimulation: A Pooled Analysis of Individual Patient Data From Two Prospective Studies in the United Kingdom and Belgium Lisa Goudman, Rui V. Duarte, Ann De Smedt, Sue Copley, Sam Eldabe, Maarten Moens Neuromodulation: Technology at the Neural Interface.2023; 26(1): 215. CrossRef
Optimizing Preoperative Chronic Pain Management in Elective Spine Surgery Patients Emily Arciero, Josephine R. Coury, Alexandra Dionne, Justin Reyes, Joseph M. Lombardi, Zeeshan M. Sardar JBJS Reviews.2023;[Epub] CrossRef
Detoxification of Neuromodulation-Eligible Patients by a Standardized Protocol: A Retrospective Pilot Study Ali Jerjir, Lisa Goudman, Jean-Pierre Van Buyten, Ann De Smedt, Iris Smet, Marieke Devos, Maarten Moens Neuromodulation: Technology at the Neural Interface.2022; 25(1): 114. CrossRef
Baseline Risk Factors for Prolonged Opioid Use Following Spine Surgery: Systematic Review and Meta-Analysis Shruthi Mohan, Conor P. Lynch, Elliot D.K. Cha, Kevin C. Jacob, Madhav R. Patel, Cara E. Geoghegan, Michael C. Prabhu, Nisheka N. Vanjani, Hanna Pawlowski, Kern Singh World Neurosurgery.2022; 159: 179. CrossRef
Endogenous opiates and behavior: 2020 Richard J. Bodnar Peptides.2022; 151: 170752. CrossRef
Association of Spinal Cord Stimulator Implantation With Persistent Opioid Use in Patients With Postlaminectomy Syndrome To-Nhu Vu, Chachrit Khunsriraksakul, Yakov Vorobeychik, Alison Liu, Renan Sauteraud, Ganesh Shenoy, Dajiang J. Liu, Steven P. Cohen JAMA Network Open.2022; 5(1): e2145876. CrossRef
The Role of Spinal Cord Stimulation in Reducing Opioid Use in the Setting of Chronic Neuropathic Pain Cynthia A. Smith, Jessica Roman, Antonios Mammis The Clinical Journal of Pain.2022; 38(4): 285. CrossRef
Comparison of Spinal Cord Stimulation Outcomes Between Preoperative Opioid Users and Nonusers: A Cohort Study of 467 Patients Dennis Møgeltoft Poulsen, Lone Nikolajsen, Morten Rune Blichfeldt-Eckhardt, Helga Angela Gulisano, Jens Christian Hedemann Sørensen, Kaare Meier Neuromodulation: Technology at the Neural Interface.2022; 25(5): 700. CrossRef
Efecto de las características del paciente en los resultados clínicos más de 12 meses después de la implantación de la estimulación del ganglio de la raíz dorsal: una revisión retrospectiva Jonathan M. Hagedorn, Ian McArdle, Ryan S. D’Souza, Abhishek Yadav, Alyson M. Engle, Timothy R. Deer NeuroTarget.2022; 16(1): 54. CrossRef
Use of Pulsed Radiofrequency for the Treatment of Discogenic Back Pain: A Narrative Review Seoyon Yang, Mathieu Boudier‐Revéret, Min Cheol Chang Pain Practice.2021; 21(5): 594. CrossRef
Opioid use and spinal cord stimulation therapy: The long game Brian Y. Hwang, Serban Negoita, Phan Q. Duy, Yohannes Tesay, William S. Anderson Journal of Clinical Neuroscience.2021; 84: 50. CrossRef
Effect of Patient Characteristics on Clinical Outcomes More Than 12 Months Following Dorsal Root Ganglion Stimulation Implantation: A Retrospective Review Jonathan M. Hagedorn, Ian McArdle, Ryan S. D’Souza, Abhishek Yadav, Alyson M. Engle, Timothy R. Deer Neuromodulation: Technology at the Neural Interface.2021; 24(4): 695. CrossRef
Opioid use following a total shoulder arthroplasty: who requires refills and for how long? Corey C. Spencer, Jeremiah A. Pflederer, Jacob M. Wilson, Alexander M. Dawes, Michael B. Gottschalk, Eric R. Wagner JSES International.2021; 5(3): 346. CrossRef
A Call to Action Toward Optimizing the Electrical Dose Received by Neural Targets in Spinal Cord Stimulation Therapy for Neuropathic Pain Krishnan Chakravarthy, Rajiv Reddy, Adnan Al-Kaisy, Thomas Yearwood, Jay Grider Journal of Pain Research.2021; Volume 14: 2767. CrossRef
Spinal cord stimulation and psychotropic medication use: Missing piece to the puzzle? Brian Y. Hwang, Serban Negoita, Phan Q. Duy, William S. Anderson Journal of Clinical Neuroscience.2020; 81: 158. CrossRef
Objective Although spinal cord stimulators (SCS) continue to gain acceptance as a viable nonpharmacologic option for the treatment of chronic back pain, recent trends are not well established. The aim of this study was to evaluate recent overall demographic and regional trends in paddle lead SCS placement and to determine if differences in trends exist between private-payer and Medicare beneficiaries.
Methods A retrospective review of Medicare and private-payer insurance records from 2007–2014 was performed to identify patients who underwent a primary paddle lead SCS placement via a laminectomy (CPT-63655). Each study cohort was queried to determine the annual rate of SCS placements and demographic characteristics. Yearly SCS implantation rates within the study cohorts were adjusted per 100,000 beneficiaries. A chi-square analysis was used to compare changes in annual rates.
Results A total of 31,352 Medicare and 2,935 private-payer patients were identified from 2007 to 2014. Paddle lead SCS placements ranged from 5.9 to 17.5 (p<0.001), 1.9 to 5.9 (p<0.001), and 5.2 to 14.5 (p<0.001) placements per 100,000 Medicare, private-payer, and overall beneficiaries respectively from 2007 to 2014. SCS placements peaked in 2013 with 19.6, 7.1, and 16.8 placements per 100,000 Medicare, private-payer, and overall patients.
Conclusion There was an overall increase in the annual rate of SCS placements from 2007 to 2014. Paddle lead SCS placements peaked in 2013 for Medicare, private-payer, and overall beneficiaries. The highest incidence of implantation was in the Southern region of the United States and among females. Yearly adjusted rates of SCSs were higher among Medicare patients at all time points.
Citations
Citations to this article as recorded by
Military concerns for chronic pain stimulator devices Scott Hughey, R Field, D Campbell, J Cole, G Booth, M Stringer, E Stedjelarsen BMJ Military Health.2025; 171(1): 70. CrossRef
The Impact of Racial and Low Socioeconomic Status on the Implementation of Spinal Cord Stimulation for Chronic Pain in the United States Gabriel Howard, Luis Guinand, Eric Xu, Alex Kervyn, Behnum Habibi Current Pain and Headache Reports.2025;[Epub] CrossRef
Socioeconomic Determinants of Initiating Neuromodulation for Chronic Pain: A Systematic Review Maarten Moens, Julie G. Pilitsis, Lawrence Poree, Yadeline Azurin, Maxime Billot, Manuel Roulaud, Philippe Rigoard, Lisa Goudman Neuromodulation: Technology at the Neural Interface.2024; 27(8): 1266. CrossRef
Development of a Modified Bayonet Forceps for Improving Steerability of Paddle Lead Electrodes During Spinal Cord Stimulator Surgery: A Technical Note Justin K. Zhang, Alborz Alimadadi, Mohammad Abolfotoh, Philippe Mercier, Tobias A. Mattei Operative Neurosurgery.2023; 25(3): 285. CrossRef
Health Care Disparity in Pain Travis M. Hamilton, Jared C. Reese, Ellen L. Air Neurosurgery Clinics of North America.2022; 33(3): 251. CrossRef
Recent Trends in Medicare Utilization and Reimbursement for Spinal Cord Stimulators: 2000–2019 Marcus Romaniuk, Giyth Mahdi, Rohin Singh, Jack Haglin, Nolan J. Brown, Oren Gottfried World Neurosurgery.2022; 166: e664. CrossRef
Erector Spinae Plane Catheter for Postoperative Thoracotomy Pain in a Patient With Indwelling Spinal Cord Stimulators: A Case Report David T Cheng, Eldhose Abrahams, Aimee Pak Cureus.2022;[Epub] CrossRef