Evidence map›Paper›PMID 42876846›Full record

ArticleClinics in orthopedic surgery2026

Learning Curve for Biportal Endoscopic Transforaminal Lumbar Interbody Fusion in a Junior Endoscopic Spine Surgeon: A Phase-Specific Retrospective Analysis.

Tae Hoon Kang, Sang-Min Park, Byungjun Kang, Minjoon Cho, Jae Hyup Lee

Abstract read
In one paragraph

Article in Clinics in orthopedic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Tae Hoon KangDepartment of Orthopedic Surgery, Seoul National University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0003-0127-9456
Sang-Min ParkDepartment of Orthopedic Surgery, Seoul National University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0001-6171-3256
Byungjun KangDepartment of Orthopedic Surgery, Seoul National University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0001-7735-5545
Minjoon ChoDepartment of Orthopedic Surgery, Seoul National University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0001-6029-1629
Jae Hyup LeeDepartment of Orthopedic Surgery, Seoul National University College of Medicine, Seoul, Korea.ORCID https://orcid.org/0000-0002-2141-0266

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Biportal endoscopic transforaminal lumbar interbody fusion (BE-TLIF) is an emerging minimally invasive spinal fusion technique with unique technical demands. Understanding its learning curve is essential for improving surgical efficiency and ensuring patient safety, particularly for junior surgeons with prior biportal decompression experience but limited fusion background. Methods: We retrospectively analyzed 70 consecutive BE-TLIF levels performed by a single junior surgeon with extensive biportal decompression but limited minimally invasive transforaminal lumbar interbody fusion (MIS-TLIF) experience (< 10 cases). Learning progression was assessed using learning curve-cumulative summation (LC-CUSUM) and exponential regression analyses. Operative times were evaluated across 6 surgical phases, and perioperative and clinical outcomes were compared between groups stratified by LC-CUSUM proficiency. Results: LC-CUSUM identified procedural competence after 62 levels, while exponential regression demonstrated plateauing around 43 cases. Phase-specific analysis revealed significant reductions in approach and decompression times, with the greatest improvement in cage insertion (37.1% reduction). Bone grafting time increased with experience, reflecting more meticulous technique. Clinical outcomes, including Oswestry Disability Index and Functional Rating Index scores, improved significantly in both groups, with greater functional recovery and fewer complications observed in later cases. Conclusions: BE-TLIF demonstrates a phase-specific learning curve, with proficiency achieved after sufficient case volume. Structured training focusing on decompression and cage insertion may accelerate skill acquisition. Comprehensive inclusion of multi-level cases and phase-specific time analysis provide a robust framework for evaluating technical proficiency in endoscopic spine surgery training.

Indexed as

EndoscopyLearning CurveLumbar VertebraeSpinal FusionAdultClinical CompetenceFemaleHumansMaleMiddle AgedOperative TimeRetrospective StudiesClinical competenceEndoscopyLearning curveLumbar vertebraeSpinal fusion

Identifiers

PMID42876846
PMCPMC13662260

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.