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"Amit Jain"

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"Amit Jain"

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The Biomechanical Landscape of Lumbar Disc Herniation: Mechanobiological Insights Into Injury and Regeneration
Neurospine. 2026;23(1):159-175.   Published online January 31, 2026
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The Biomechanical Landscape of Lumbar Disc Herniation: Mechanobiological Insights Into Injury and Regeneration
Neurospine. 2026;23(1):159-175.   Published online January 31, 2026
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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

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  • 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
  • 2,811 View
  • 107 Download
  • 1 Web of Science
  • 1 Crossref

Original Articles

Spine Health Care Analysis

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Bracing and Activity Restriction After Lumbar Discectomy Surgery: An International Survey of AO Spine Members
Neurospine. 2026;23(1):109-116.   Published online January 31, 2026
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Bracing and Activity Restriction After Lumbar Discectomy Surgery: An International Survey of AO Spine Members
Neurospine. 2026;23(1):109-116.   Published online January 31, 2026
Close
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.
  • 1,995 View
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Synthetic Cages Associated With Increased Rates of Revision Surgery and Higher Costs Compared to Allograft in ACDF in the Nonelderly Patient
Neurospine. 2020;17(4):896-901.   Published online December 31, 2020
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Synthetic Cages Associated With Increased Rates of Revision Surgery and Higher Costs Compared to Allograft in ACDF in the Nonelderly Patient
Neurospine. 2020;17(4):896-901.   Published online December 31, 2020
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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  Crossref logo
  • 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
  • 8,476 View
  • 118 Download
  • 11 Web of Science
  • 14 Crossref

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Chronic Opioid Use Following Lumbar Discectomy: Prevalence, Risk Factors, and Current Trends in the United States
Neurospine. 2020;17(4):879-887.   Published online December 31, 2020
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Chronic Opioid Use Following Lumbar Discectomy: Prevalence, Risk Factors, and Current Trends in the United States
Neurospine. 2020;17(4):879-887.   Published online December 31, 2020
Close
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  Crossref logo
  • 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
  • 8,951 View
  • 121 Download
  • 10 Web of Science
  • 11 Crossref

Review Article

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Cervical Sagittal Alignment: Literature Review and Future Directions
Neurospine. 2020;17(3):478-496.   Published online September 30, 2020
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Cervical Sagittal Alignment: Literature Review and Future Directions
Neurospine. 2020;17(3):478-496.   Published online September 30, 2020
Close
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  Crossref logo
  • 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
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Opioids and Spinal Cord Stimulators: Pre- and Postoperative Opioid Use Patterns and Predictors of Prolonged Postoperative Opioid Use
Neurospine. 2020;17(1):246-253.   Published online March 31, 2020
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Opioids and Spinal Cord Stimulators: Pre- and Postoperative Opioid Use Patterns and Predictors of Prolonged Postoperative Opioid Use
Neurospine. 2020;17(1):246-253.   Published online March 31, 2020
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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.

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Demographic Trends in Paddle Lead Spinal Cord Stimulator Placement: Private Insurance and Medicare Beneficiaries
Neurospine. 2020;17(2):384-389.   Published online February 1, 2020
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Demographic Trends in Paddle Lead Spinal Cord Stimulator Placement: Private Insurance and Medicare Beneficiaries
Neurospine. 2020;17(2):384-389.   Published online February 1, 2020
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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.

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