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Williamson TK, Onafowokan OO, Schoenfeld AJ, Robertson D, Owusu-Sarpong S, Lebovic J, Yung A, Fisher MR, Cottrill EJ, Diebo BG, Lafage R, Lafage V, Crutcher CL, Daniels AH, Passias PG. Developing a risk score to inform the use of rhBMP-2 in adult spinal deformity surgery. Spine Deform 2025; 13:231-239. [PMID: 39127991 DOI: 10.1007/s43390-024-00946-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND Recombinant human bone morphogenetic protein-2 (rhBMP-2) has not shown superior benefit overall in cost-effectiveness during adult spinal deformity (ASD) surgery. STUDY DESIGN/SETTING Retrospective PURPOSE: Generate a risk score for pseudarthrosis to inform the utilization of rhBMP-2, balancing costs against quality of life and complications. METHODS ASD patients with 3-year data were included. Quality of life gained was calculated from ODI to SF-6D and translated to quality-adjusted life years (QALYs). Cost was calculated using the PearlDiver database and CMS definitions for complications and comorbidities. Established weights were generated for predictive variables via logistic regression to yield a predictive risk score for pseudarthrosis that accounted for frailty, diabetes, depression, ASA grade, thoracolumbar kyphosis and three-column osteotomy use. Risk score categories, established via conditional inference tree (CIT)-derived thresholds were tested for cost-utility of rhBMP-2 usage, controlling for age, prior fusion, and baseline deformity and disability. RESULTS 64% of ASD patients received rhBMP-2 (308/481). There were 17 (3.5%) patients that developed pseudarthrosis. rhBMP-2 use overall did not lower pseudarthrosis rates (OR: 0.5, [0.2-1.3]). Pseudarthrosis rates for each risk category were: No Risk (NoR) 0%; Low-Risk (LowR) 1.6%; Moderate Risk (ModR) 9.3%; High-Risk (HighR) 24.3%. Patients receiving rhBMP-2 had similar QALYs overall to those that did not (0.163 vs. 0.171, p = .65). rhBMP-2 usage had worse cost-utility in the LowR cohort (p < .001). In ModR patients, rhBMP-2 usage had equivocal cost-utility ($53,398 vs. $61,581, p = .232). In the HighR cohort, the cost-utility was reduced via rhBMP-2 usage ($98,328 vs. $211,091, p < .001). CONCLUSION Our study shows rhBMP-2 demonstrates effective cost-utility for individuals at high risk for developing pseudarthrosis. The generated score can aid spine surgeons in the assessment of risk and enhance justification for the strategic use of rhBMP-2 in the appropriate clinical contexts. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Tyler K Williamson
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
- Department of Orthopaedic Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Oluwatobi O Onafowokan
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital/Harvard Medical Center, Boston, MA, USA
| | - Djani Robertson
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY, USA
| | | | - Jordan Lebovic
- Department of Orthopaedic Surgery, NYU Langone Medical Center, New York, NY, USA
| | - Anthony Yung
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
| | - Max R Fisher
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
| | - Ethan J Cottrill
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA
| | - Bassel G Diebo
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Renaud Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | - Virginie Lafage
- Department of Orthopaedics, Lenox Hill Hospital, Northwell Health, New York, NY, USA
| | | | - Alan H Daniels
- Department of Orthopaedic Surgery, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Peter G Passias
- Department of Orthopaedic Surgery, Duke University Medical Center, 2301 Erwin Road, Durham, NC, 27710, USA.
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Onafowokan OO, Uzosike AC, Sharma A, Galetta M, Lorentz N, Montgomery S, Fisher MR, Yung A, Tahmasebpour P, Seo L, Roberts T, Lafage R, Smith J, Jankowski PP, Sardar ZM, Shaffrey CI, Lafage V, Schoenfeld AJ, Passias PG. Treatment of adult spine deformity: A retrospective comparison of bone morphogenic protein and bone marrow aspirate with bone allograft. Acta Neurochir (Wien) 2024; 166:448. [PMID: 39528828 DOI: 10.1007/s00701-024-06346-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 11/03/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND : The use of bone morphogenic protein (BMP-2) in adult spine deformity (ASD) surgery remains controversial more than two decades following its approval for clinical application in spine surgery. This study was performed to assess outcomes in patients undergoing ASD surgery with BMP application compared with a combination of bone marrow aspirate, cancellous bone chips and i-Factor. METHODS This was a retrospective cohort study. ASD patients were stratified by use of intra-operative BMP (BMP +) or not (BMA + I) and surveyed for the development of complications and mechanical failure. Quality of life gained following the procedure was evaluated using quality-adjusted life years (QALYs). Cost was calculated using the PearlDiver database and CMS definitions. Multivariable analyses (ANCOVA) and logistic regression were used to adjust for confounding. RESULTS 512 patients were included (60% BMP +). At baseline, BMP + patients were older (62.5 vs 60.8 years, p < 0.010). Radiographic and quality-of-life metrics did not differ at follow up timepoints (all p > 0.05). BMP use was associated with higher supplemental rod use (OR: 7.0, 1.9 - 26.2, p = 0.004), greater number of levels fused (OR: 1.1, 1.03 - 1.17, p = 0.003) and greater neurological complications (OR: 5.0, 1.3 - 18.7, p = 0.017). Controlling for rod use and levels fused, BMP use was not associated with a lower risk of mechanical complications (OR 0.3, 95% CI: 0.2 - 3.0, p = 0.353), rod breakage (OR: 3.3, 0.6 - 18.7, p = 0.182) or implant failure (OR: 0.3, 0.04 - 1.51). At 2 years, the BMP + cohort exhibited higher overall costs ($108,062 vs $95,144, p = 0.002), comparable QALYs (0.163 vs 0.171, p = 0.65) and higher cost per QALY (p = 0.001) at two years. CONCLUSIONS In this analysis, BMP-2 application was not associated with superior outcomes when compared to a less costly biologic alternative (bone marrow aspirate + cancellous bone chips + i-Factor) following ASD surgery. The use of BMP-2 in ASD surgery appears to have reduced cost-efficacy at two years postoperatively.
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Affiliation(s)
- Oluwatobi O Onafowokan
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Akachimere C Uzosike
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Abhinav Sharma
- Department of Orthopedic Surgery, University of California Irvine School of Medicine, Irvine, CA, USA
| | - Matthew Galetta
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Nathan Lorentz
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Samuel Montgomery
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Max R Fisher
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Anthony Yung
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | | | - Lauren Seo
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Timothy Roberts
- Division of Spinal Surgery/Departments of Orthopaedic and Neurosurgery, NYU Langone Medical Center, NY Spine Institute, New York, NY, USA
| | - Renaud Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Justin Smith
- Department of Neurosurgery, University of Virginia, Charlottesville, VA, USA
| | | | - Zeeshan M Sardar
- Department of Orthopedic Surgery, Columbia University, New York, NY, USA
| | - Christopher I Shaffrey
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA
| | - Virginie Lafage
- Department of Orthopedic Surgery, Northwell Health, Lenox Hill Hospital, New York, NY, USA
| | - Andrew J Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Peter G Passias
- Duke Spine Division, Departments of Neurological and Orthopaedic Surgery, Duke School of Medicine, Durham, NC, USA.
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Von Benecke JP, Tarsitano E, Zimmermann LMA, Shakesheff KM, Walsh WR, Bae HW. A Narrative Review on Recombinant Human Bone Morphogenetic Protein 2: Where Are We Now? Cureus 2024; 16:e67785. [PMID: 39188335 PMCID: PMC11346822 DOI: 10.7759/cureus.67785] [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] [Accepted: 08/25/2024] [Indexed: 08/28/2024] Open
Abstract
Spinal fusion is a prevalent surgical intervention for degenerative spinal diseases, with increasing demand driven by ageing populations. The coexistence of multiple chronic conditions, termed multimorbidity, often complicates surgical outcomes, making advanced bone grafts crucial for successful fusions. This paper reviews the development, clinical application, and controversies surrounding the use of recombinant human bone morphogenetic protein-2 (rhBMP-2) in spinal fusion surgeries. A comprehensive narrative review was conducted, focusing on literature from January 1980 to January 2024, sourced from PubMed and Google Scholar. Studies included those examining rhBMP-2 specifically in spinal fusion contexts, excluding other bone morphogenetic proteins (BMPs) and non-spinal applications. This review presents an overarching synopsis of rhBMP-2, its development history and clinical efficacy, the emergence of side effects, and evolving patterns of clinical use. As discussed in this review, clinical practice has adjusted usage and dosages to mitigate adverse effects, yet the need for safer delivery mechanisms persists. rhBMP-2 remains a potent osteoinductive agent with comparable fusion success, as measured by radiographic fusion and good clinical outcomes, to autologous grafts but poses unique risks. This review sets out how further research is essential to optimise the delivery of rhBMP-2 to reduce side effects. Enhanced understanding and innovation of spatio-temporal presentation relative to endogenous BMP could significantly improve patient outcomes in spinal fusion surgeries. The review contributes to the growing body of literature on the use of rhBMP-2 in spine surgery and discusses changing patterns of clinical use over time.
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Affiliation(s)
| | | | | | | | - William R Walsh
- School of Clinical Medicine, Prince of Wales Clinical School, University of New South Wales, Syndey, AUS
| | - Hyun W Bae
- Orthopaedics, Cedars-Sinai Medical Center, Los Angeles, USA
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Wijaya JH, Tjahyanto T, Alexi R, Purnomo AE, Rianto L, Arjuna YYE, Tobing JFL, Yunus Y, Faried A. Application of rhBMP in spinal fusion surgery: any correlation of cancer incidence? A systematic review and meta-analysis. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023; 32:2020-2028. [PMID: 37133762 DOI: 10.1007/s00586-023-07730-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/28/2023] [Accepted: 04/18/2023] [Indexed: 05/04/2023]
Abstract
PURPOSE Safety concerns regarding the application of bone morphogenetic proteins (BMPs) have been highlighted in recent years. It is noted that both BMP and their receptors being identified as a trigger for cancer growth. Here, we aimed to determine the safety and efficacy of BMP for spinal fusion surgery. METHODS We conducted this systematic review on topics of spinal fusion surgery with rhBMP application from three database (PubMed, EuropePMC, and Clinicaltrials.gov) with MeSH phrases such as "rh-BMP," "rhBMP," "spine surgery," "spinal arthrodesis," and "spinal fusion" were searched (using the Boolean operators "and" and "or"). Our research includes all articles, as long as published in English language. In the face of disagreement between the two reviewers, we discussed it together until all authors reached a consensus. The primary key outcome of our study is the incidence of cancer following rhBMP implantation. RESULTS Our study included a total of 8 unique studies (n = 37,682). The mean follow-up varies among all studies, with the longest follow-up is 66 months. Our meta-analysis showed that exposure to rhBMP in spinal surgery did increase the risk of cancers (RR 1.85, 95%CI [1.05, 3.24], p = 0.03). CONCLUSIONS Our study found that rhBMP was not associated with the increased risk of cancer incidence within the rhBMP cohort. Still, we did face several limitations, in which further studies are needed to confirm the result of our meta-analysis.
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Affiliation(s)
- Jeremiah Hilkiah Wijaya
- Department of Neurosurgery, Universitas Pelita Harapan, MH Thamrin Boulevard 1100, Karawaci, Tangerang, 15811, Banten, Indonesia.
| | - Teddy Tjahyanto
- Department of Medicine, Tarumanagara University, Jakarta, Indonesia
| | - Roberto Alexi
- Department of Medicine, Santo Vincentius Hospital, Singkawang, West Kalimantan, Indonesia
| | - Alexander Erick Purnomo
- Department of Neurosurgery, Universitas Pelita Harapan, MH Thamrin Boulevard 1100, Karawaci, Tangerang, 15811, Banten, Indonesia
| | - Louis Rianto
- Department of Orthopedics, Universitas Pelita Harapan, Karawaci, Tangerang, Banten, Indonesia
| | - Yang Yang Endro Arjuna
- Department of Neurosurgery, Universitas Pelita Harapan, MH Thamrin Boulevard 1100, Karawaci, Tangerang, 15811, Banten, Indonesia
| | | | - Yesaya Yunus
- Department of Neurosurgery, Universitas Pelita Harapan, MH Thamrin Boulevard 1100, Karawaci, Tangerang, 15811, Banten, Indonesia
| | - Ahmad Faried
- Department of Neurosurgery, Universitas Padjajaran, Bandung, West Java, Indonesia
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Xie L, Zeng J, He M. Identification and verification of a BMPs-related gene signature for osteosarcoma prognosis prediction. BMC Cancer 2023; 23:181. [PMID: 36814224 PMCID: PMC9945650 DOI: 10.1186/s12885-023-10660-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND This study aimed to get a deeper insight into new osteosarcoma (OS) signature based on bone morphogenetic proteins (BMPs)-related genes and to confirm the prognostic pattern to speculate on the overall survival among OS patients. METHODS Firstly, pathway analyses using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) were managed to search for possible prognostic mechanisms attached to the OS-specific differentially expressed BMPs-related genes (DEBRGs). Secondly, univariate and multivariate Cox analysis was executed to filter the prognostic DEBRGs and establish the polygenic model for risk prediction in OS patients with the least absolute shrinkage and selection operator (LASSO) regression analysis. The receiver operating characteristic (ROC) curve weighed the model's accuracy. Thirdly, the GEO database (GSE21257) was operated for independent validation. The nomogram was initiated using multivariable Cox regression. Immune infiltration of the OS sample was calculated. Finally, the three discovered hallmark genes' mRNA and protein expressions were verified. RESULTS A total of 46 DEBRGs were found in the OS and control samples, and three prognostic DEBRGs (DLX2, TERT, and EVX1) were screened under the LASSO regression analyses. Multivariate and univariate Cox regression analysis were devised to forge the OS risk model. Both the TARGET training and validation sets indicated that the prognostic biomarker-based risk score model performed well based on ROC curves. In high- and low-risk groups, immune cells, including memory B, activated mast, resting mast, plasma, and activated memory CD4 + T cells, and the immune, stromal, and ESTIMATE scores showed significant differences. The nomogram that predicts survival was established with good performance according to clinical features of OS patients and risk scores. Finally, the expression of three crucial BMP-related genes in OS cell lines was investigated using quantitative real-time polymerase chain reaction (qRT-PCR) and western blotting (WB). CONCLUSION The new BMP-related prognostic signature linked to OS can be a new tool to identify biomarkers to detect the disease early and a potential candidate to better treat OS in the future.
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Affiliation(s)
- Long Xie
- Division of Spinal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China
- Trauma Department of Orthopaedics, The Affiliated Yuebei People's Hospital of Shantou University Medical College, Shaoguan, Guangdong Province, China
| | - Jiaxing Zeng
- Trauma Department of Orthopedics, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, Guangxi Zhuang Autonomous Region, China
| | - Maolin He
- Division of Spinal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, China.
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Failure in Adult Spinal Deformity Surgery: A Comprehensive Review of Current Rates, Mechanisms, and Prevention Strategies. Spine (Phila Pa 1976) 2022; 47:1337-1350. [PMID: 36094109 DOI: 10.1097/brs.0000000000004435] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/22/2022] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Literature review. OBJECTIVE The aim of this review is to summarize recent literature on adult spinal deformity (ASD) treatment failure as well as prevention strategies for these failure modes. SUMMARY OF BACKGROUND DATA There is substantial evidence that ASD surgery can provide significant clinical benefits to patients. The volume of ASD surgery is increasing, and significantly more complex procedures are being performed, especially in the aging population with multiple comorbidities. Although there is potential for significant improvements in pain and disability with ASD surgery, these procedures continue to be associated with major complications and even outright failure. METHODS A systematic search of the PubMed database was performed for articles relevant to failure after ASD surgery. Institutional review board approval was not needed. RESULTS Failure and the potential need for revision surgery generally fall into 1 of 4 well-defined phenotypes: clinical failure, radiographic failure, the need for reoperation, and lack of cost-effectiveness. Revision surgery rates remain relatively high, challenging the overall cost-effectiveness of these procedures. CONCLUSION By consolidating the key evidence regarding failure, further research and innovation may be stimulated with the goal of significantly improving the safety and cost-effectiveness of ASD surgery.
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