Mani Kyle A, Goldman Samuel N, Akioyamen Noel, Kleinbart Emily, Gelfand Yaroslav, Murthy Saikiran, Krystal Jonathan, Eleswarapu Ananth, Yassari Reza, Fourman Mitchell S
Department of Orthopedic Surgery, Albert Einstein College of Medicine, Bronx, NY, United States.
Department of Orthopedic Surgery, Montefiore Medical Center, Bronx, NY, United States.
N Am Spine Soc J. 2025 Feb 13;22:100597. doi: 10.1016/j.xnsj.2025.100597. eCollection 2025 Jun.
Anterior, Oblique, and Lateral Lumbar Interbody Fusions (ALIF/OLIF/LLIF) are powerful modalities for achieving indirect decompression of lumbar foraminal stenosis while providing a large fusion surface and preserving the posterior vertebral structures. This study aimed to project future trends in the implementation rates and associated costs of ALIF/OLIF/LLIF in Medicare patients aged >65 in the US.
Data was acquired from the Centers for Medicare and Medicaid Services (CMS) from January 1, 2000 to December 31, 2022, using CPT codes to identify ALIF/OLIF/LLIF procedures. The Prophet machine learning algorithm, using Bayesian Inference, was applied to data from 2000 to 2019 to generate point forecasts for 2020 to 2050 with 95% forecast intervals (FIs). Predictive performance was evaluated by splitting the data into training (75%) and validation (25%) sets, and calculating normalized root mean square error (NRMSE). Sensitivity analyses were conducted by comparing Prophet's projections with those from Linear and Log-linear Ordinary Linear Squares, Poisson, Negative-Binomial, and ARIMA models. Compound annual growth rates (CAGRs) were calculated to assess prior and future trends in procedural volume and costs from 2000 to 2050. CMS procedure counts were adjusted for Medicare Advantage patients using Kaiser Family Foundation data and costs were adjusted for inflation using the U.S. Consumer Price Index. Alternative volume projections were provided to account for the (I) impact of COVID-19 and (II) future expenditure limits using the 2022 to 2031 CMS National Health Expenditure report.
Between 2000 and 2019, the adjusted annual ALIF/OLIF/LLIF volume increased from 5,093 to 45,758 cases, with a CAGR of 12.32%. The total adjusted cost for these procedures increased from $7,750,692 to $43,531,555, with a CAGR of 9.62%. During the same period, the mean inflation-adjusted reimbursement for ALIF/OLIF/LLIFs 37.8% from $1,194.86 to $743.21 per procedure. Based on Prophet model analysis, projections estimate that procedural volume and total cost will increase by 17.8% and 14.8%, respectively, for each 5-year period from 2020 to 2050. The COVID-19 pandemic caused a 2.9% decrease in ALIF/OLIF/LLIF procedural volume in 2020 compared to 2019, but volume recovered by 2022, increasing by 1.4% from prepandemic levels. By 2050, procedural volume accounting for COVID-19 reflects a 23.5% reduction compared to estimates that did not factor in COVID-19. The Prophet model demonstrated the best predictive performance, with NRMSE values of 0.0619 for volume and 0.0507 for costs.
Large increases in the utilization and costs of ALIF/OLIF/LLIF are anticipated through 2050. By 2030, the estimated carrying capacity for ALIF/OLIF/LLIF expenditures is projected to reach approximately $75.6 million, constrained by CMS expenditure limits and market size. Prophet model projections indicate that expenditures for ALIF/OLIF/LLIF are expected to exceed this cap by the end of the decade.
前路、斜路和侧路腰椎椎间融合术(ALIF/OLIF/LLIF)是实现腰椎椎间孔狭窄间接减压的有效方式,同时可提供较大的融合面积并保留椎体后部结构。本研究旨在预测美国65岁以上医疗保险患者中ALIF/OLIF/LLIF的实施率及相关成本的未来趋势。
数据来自医疗保险和医疗补助服务中心(CMS),时间跨度为2000年1月1日至2022年12月31日,使用现行程序编码(CPT)识别ALIF/OLIF/LLIF手术。运用Prophet机器学习算法,通过贝叶斯推理,对2000年至2019年的数据进行分析,以生成2020年至2050年的点预测及95%的预测区间(FI)。通过将数据分为训练集(75%)和验证集(25%),并计算归一化均方根误差(NRMSE)来评估预测性能。通过将Prophet的预测结果与线性和对数线性普通最小二乘法、泊松、负二项式和自回归积分滑动平均(ARIMA)模型的预测结果进行比较,进行敏感性分析。计算复合年增长率(CAGR)以评估2000年至2050年手术量和成本的既往及未来趋势。使用凯撒家庭基金会的数据对医疗保险优势患者的CMS手术计数进行调整,并使用美国消费者价格指数对成本进行通胀调整。提供了替代手术量预测,以考虑(I)COVID-19的影响和(II)使用2022年至2031年CMS国家卫生支出报告中的未来支出限制。
2000年至2019年期间,调整后的年度ALIF/OLIF/LLIF手术量从5093例增加到45758例,复合年增长率为12.32%。这些手术的总调整成本从7750692美元增加到43531555美元,复合年增长率为9.62%。在此期间,ALIF/OLIF/LLIF的平均通胀调整后报销费用从每例1194.86美元降至743.21美元,降幅为37.8%。基于Prophet模型分析,预测估计从2020年到2050年,每5年期间手术量和总成本将分别增加17.8%和14.8%。与2019年相比,COVID-19大流行导致2020年ALIF/OLIF/LLIF手术量下降了2.9%,但到2022年手术量恢复,较疫情前水平增加了1.4%。到2050年,考虑COVID-19因素后的手术量与未考虑COVID-19因素的估计相比下降了23.5%。Prophet模型表现出最佳的预测性能,手术量的NRMSE值为0.0619,成本的NRMSE值为0.0507。
预计到2050年,ALIF/OLIF/LLIF的使用和成本将大幅增加。到2030年,受CMS支出限制和市场规模的约束,ALIF/OLIF/LLIF支出的估计承载能力预计将达到约7560万美元。Prophet模型预测表明,到本十年末,ALIF/OLIF/LLIF的支出预计将超过这一上限。