Disruptive technologies in spine surgery: current trends, outcomes, and ethical implications

J Neurosurg Spine 44:756–768, 2026

Disruptive technologies in spine surgery—AR/VR, robotics, neuronavigation, endoscopy, and patient-specific implants—are examined for their roles in enhancing precision, training, and patient outcomes. The review summarizes evidence for preoperative simulation, AR-assisted planning, and 3D segmentation, highlighting improvements in accuracy, reduced fluoroscopy, and trainee confidence.

Intraoperative advances such as robot-assisted techniques, computer-assisted navigation, and endoscopic approaches offer minimally invasive alternatives with favorable recovery profiles but face challenges of cost, learning curves, and equitable access. The authors emphasize ethical considerations, need for standardized outcomes, and strategies to expand accessibility and training.

Scope Disruptive spine-surgery technologies emphasized include AR/VR (XR), advanced navigation, robotics, patient-specific implants/3D printing, and endoscopic spine surgery.

XR definitions VR provides a fully immersive digital environment, AR overlays digital content onto the real world, and MR blends both; all fall under XR.

Training impact VR simulation in spine training improved trainee comfort and autonomy and reduced fluoroscopy use in lateral lumbar interbody fusion simulations; VR-trained learners also made fewer pedicle-screw placement errors than traditional instruction.

Preop planning VR-based planning can reduce fluoroscopy/localization time and improve puncture accuracy in endoscopic lumbar discectomy; segmented 3D models support rehearsal, trajectory planning, and risk assessment around critical structures.

AR navigation outcomes Wearable AR navigation (e.g., FDA-cleared xvision) has shown high pedicle-screw placement accuracy (reported ~96.7% thoracic and ~99.1% lumbosacral) and may reduce operative time and radiation exposure.

Patient-specific surgery Segmentation + 3D printing/predictive modeling enable personalized approaches and implants (e.g., patient-specific rods, templates, custom cages), with early reports of high accuracy for template-guided instrumentation and promising feasibility for custom interbody devices.

Endoscopic techniques ESS supports minimally invasive treatment across multiple pathologies and can match conventional outcomes for lumbar disc herniation while improving recovery (e.g., shorter stays/earlier return to work), but broader adoption is constrained by learning curve and reimbursement challenges.

Implementation ethics/costs High acquisition/maintenance costs and limited reimbursement risk widening access disparities; recommended mitigations include subsidized training, shared equipment models, and reimbursement policies to support equitable implementation alongside standardized outcomes and training.

Does Transforaminal Endoscopic Lumbar Discectomy Provide More Value than Microdiscectomy?

Operative Neurosurgery 29:209–218, 2025

Microdiscectomy (MD) provided greater value than transforaminal endoscopic discectomy (TED) for lumbar disc herniations at this institution, with higher improvement in patient-reported outcomes per dollar spent and shorter operative times. TED had higher costs and a steeper learning curve, but similar reoperation rates.

• This study compares the value of transforaminal endoscopic lumbar discectomy (TED) and microdiscectomy (MD) for lumbar disc herniation using a novel Operative Value Index (OVI).

• OVI measures percent change in Oswestry Disability Index (ODI) per $1000 spent intraoperatively, integrating patient outcomes and time-driven activity-based costing.

• MD had a significantly higher OVI, lower operative times, and lower intraoperative costs than TED; no significant difference in length of stay or reoperation rates was found.

• Only 43.5% of TED cases achieved clinically important improvement (MCID), compared to 66.3% for MD.

• TED was mainly used for foraminal herniations and had a higher proportion of older patients and comorbidities.

• Longer OR setup times and higher costs for TED may relate to the learning curve and surgeon experience.

• Authors suggest OVI is a practical, real-time value metric but note limitations including small TED sample size and retrospective design.

• Future studies should assess long-term outcomes, total episode costs, and track OVI as surgeons gain TED experience.

Pain alleviation and functional improvement: ultra-early patient-reported outcome measures after full endoscopic spine surgery

J Neurosurg Spine 40:465–474, 2024

Questions regarding anticipated pain improvement and functional recovery postsurgery are frequently posed in preoperative consultations. However, a lack of data characterizing outcomes for the first postoperative days only allows for anecdotal answers. Hence, the assessment of ultra-early patient-reported outcome measures (PROMs) is essential for patient-provider communication and patient satisfaction. The aim of this study was to elucidate this research gap by assessing and characterizing PROMs for the first days after full endoscopic spine surgery (FESS).

METHODS This multicenter study included patients undergoing lumbar FESS from March 2021 to July 2023. After informed consent was provided, data were collected prospectively through a smartphone application. Patients underwent either discectomy or decompression. Analyzed parameters included demographics, surgical details, visual analog scale scores for both back and leg pain, and the Oswestry Disability Index (ODI) score. Data were acquired daily for the 1st postoperative week, as well as after 2 weeks, 3 months, and 6 months.

RESULTS A total of 182 patients were included, of whom 102 underwent FESS discectomy and 80 underwent FESS decompression. Significant differences between the discectomy and decompression groups were found for age (mean 50.45 ± 15.28 years and 63.85 ± 13.25 years, p < 0.001; respectively), sex (p = 0.007), and surgery duration (73.45 ± 45.23 minutes vs 98.05 ± 46.47 minutes, p < 0.001; respectively). Patients in both groups reported a significant amelioration of leg pain on the 1st postoperative day (discectomy group VAS score: 6.2 ± 2.6 vs 2.4 ± 2.9, p < 0.001; decompression group: 5.3 ± 2.8 vs 1.9 ± 2.2, p < 0.001) and of back pain within the 1st postoperative week (discectomy group VAS score: 5.5 ± 2.8 vs 2.8 ± 2.2, p < 0.001; decompression group: 5.2 ± 2.7 vs 3.1 ± 2.4, p < 0.001). ODI score improvement was most pronounced at the 3-month time point (discectomy group: 21.7 ± 9.1 vs 9.3 ± 9.1, p < 0.001; decompression group: 19.3 ± 7.8 vs 9.9 ± 8.3, p < 0.001). For both groups, pain improvement within the 1st week after surgery was highly predictive of later benefits.

CONCLUSIONS Ultra-early PROMs reveal an immediate pain improvement after FESS. While the benefits in pain reduction plateaued within the 1st postoperative week for both groups, functional improvements developed over a more extended period. These results illustrate a biphasic rehabilitation process wherein initial pain alleviation transitions into functional improvement over time.

Thoracoscopic Resection of Symptomatic Herniated Thoracic Discs

Spine 2012 ; 37 : 35 – 40

Study Design. Retrospective review of a prospectively maintained surgical database.

Objective. To report the indications, surgical procedures performed, and outcomes from the largest series of thoracoscopically treated herniated thoracic discs (HTDs). We also compared approach-related complications with an unmatched cohort undergoing thoracotomy for HTD.

Summary of Background Data. Symptomatic HTDs are rare, and their surgical management is technically challenging.

Methods. A prospectively maintained surgical database of all patients undergoing surgery for symptomatic HTDs by the senior author (blinded for review) was reviewed. As needed, the database was supplemented with hospital and clinic charts and telephone conversations with patients. A triportal method of thoracoscopic discectomy was performed in all cases.

Results. Between 1994 and 2008, 121 patients underwent 125 thoracoscopic-assisted operations for 139 HTDs. Their mean age at surgery was 46.6 years. Indications for thoracoscopic resection currently include small symptomatic disc, anterior location, nonmorbidly obese patient, favorable chest anatomy, and T4–T11 location. Symptom duration averaged 32 months. Radiculopathy was the most common presentation, followed by myelopathy and pain (radiculopathic or back). The mean hospital stay was 4.8 days. Chest tubes remained in place for a mean of 3.2 days. At a mean follow-up of 2.4 years, myelopathy, radiculopathy, and back pain had resolved or improved at a rate of 91.1%, 97.6%, and 86.5%,of cases, respectively. Most patients (97.4%) would be willing to undergo the operation again. The complication rate was acceptable. Patients undergoing thoracoscopic excision had less approachrelated morbidity than an unmatched cohort undergoing excision using thoracotomy.

Conclusion. Thoracoscopic-assisted microsurgical resection is a safe, effective, and minimally invasive method of treating symptomatic HTDs in appropriately selected patients. The symptoms of most patients improve or resolve with minimal morbidity.