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Record W4416500443 · doi:10.1302/1358-992x.2025.14.016

LIMB-SALVAGE SURGERY AFTER UNPLANNED SURGERY FOR EXTREMITY BONE SARCOMAS: 30-YEAR EXPERIENCE AT A TERTIARY REFERRAL CENTRE

2025· article· en· W4416500443 on OpenAlexaff
Lianhai Zhang, David Clever, Aaron Gazendam, Anthony M. Griffin, Peter C. Ferguson, Jay S. Wunder, Kim M. Tsoi

Bibliographic record

VenueOrthopaedic Proceedings · 2025
Typearticle
Languageen
FieldMedicine
TopicSarcoma Diagnosis and Treatment
Canadian institutionsMount Sinai Hospital
Fundersnot available
KeywordsAmputationBone SarcomaSarcomaFemurRetrospective cohort studyTibiaDemographicsReferral

Abstract

fetched live from OpenAlex

Bone sarcomas are rare and can mimic other entities, such as benign lesions or usual fractures. Subsequently, bone sarcomas can occasionally be operated on without recognition or under incorrect diagnosis (unplanned surgery). The tumor cells may be spread into the surrounding tissue after unplanned surgeries, which can render limb-salvage surgery challenging and can be associated with a worse outcome. In this study, we investigated the following questions: 1) what is the pattern of unplanned surgeries for bone sarcoma, 2) who received limb-salvage surgery, and 3) what are the oncologic outcomes? This was a single-center retrospective study. All patients from 1993 to 2023 presenting with extremity bone sarcoma after unplanned surgery and undergoing surgical treatment in our institution were included. The demographics and details of unplanned surgeries were analyzed. The local recurrence and disease-specific survival were compared between the limb-salvage group and the amputation group. In total, 32 patients were included, and 50% (16/32) received limb-salvage surgery. Median follow-up was 65 months (IQR, 11 – 162). Of these patients, 41% (13/32) had chondrosarcoma, 25% (8/32) had osteosarcoma, and the remaining had other bone sarcomas. They were initially diagnosed to be benign lesions in 38% (12/32), usual fractures in 31% (10/32), metastatic carcinoma in 16% (5/32), and osteoarthritis in 16% (5/32). The location was femur in 69% (22/32), tibia in 9% (3/32), hand or foot in 9% (3/32) and other in 13% (4/32). The backgrounds of the limb-salvage group and amputation group significantly differed in age (median 47 (IQR, 41–56) versus 62 (IQR, 44–69) years old, p=0.048), tumor size (median 7 cm (IQR, 6–10) versus 14 cm (IQR, 11–20), p=0.006), and type of unplanned surgery (Table 1, p=0.049). Of the 7 intramedullary nail cases, limb-salvage surgeries were only performed on the femurs but not the humerus and tibia. Between the limb-salvage and amputation groups, the 5-year local recurrence-free survival was similar among the groups (93% versus 89%, p=0.81). The 5-year disease-specific survival was better in the limb-salvage group (93% versus 48%, p=0.002) without controlling for age and tumor size. Incorrect diagnoses as benign tumors were the most common cause for unplanned surgery in patients with extremity bone sarcomas. Unplanned surgery of larger tumors and more contaminating procedures, such as arthroplasty and intramedullary nails (especially in the humerus and tibia), may render limb-salvage surgery unfeasible. Limb-salvage surgery was not associated with a higher local recurrence rate with our cohort size and may be considered whenever possible, especially for patients after plate/screw fixation, curettage/partial resection, and femoral intramedullary nail. For any figures or tables, please contact the authors directly.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.021
GPT teacher head0.268
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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