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Record W4391874104 · doi:10.1093/jcag/gwad061.208

A208 ENDOSCOPIC SUBMUCOSAL DISSECTION (ESD) FOR BARRETT’S NEOPLASIA: CLINICAL OUTCOMES AND MID-TERM FOLLOW-UP AT A CANADIAN TERTIARY REFERRAL CENTER

2024· article· en· W4391874104 on OpenAlexaffabout
Y Fujiyoshi, Khaled Khalaf, Jeffrey D. Mosko, Gary R. May, Christopher Teshima

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2024
Typearticle
Languageen
FieldMedicine
TopicGastric Cancer Management and Outcomes
Canadian institutionsUniversity of TorontoSt. Michael's Hospital
Fundersnot available
KeywordsEndoscopic submucosal dissectionMedicineReferralGeneral surgeryTertiary referral centreCenter (category theory)SurgeryFamily medicine

Abstract

fetched live from OpenAlex

Abstract Background Endoscopic submucosal dissection (ESD) is an established technique for resecting early gastrointestinal neoplastic lesions. However, for Barrett’s neoplasia treatment, piecemeal EMR has been the standard approach, leaving the efficacy of ESD for Barrett’s neoplasia unclear. Aims To assess the outcomes of Barrett’s neoplasia treated with ESD at a tertiary center in Canada. Methods This is a single center, retrospective study. All patients aged over 18 who underwent ESD for Barrett’s neoplasia at St. Michael’s Hospital between December 2017 and August 2023 were included. Primary outcomes were En-bloc, R0, curative resection, and recurrence rates, while secondary outcomes focused on the adverse event rate. Results Of the 72 patients studied (mean age 67.7 years; 90% male), 31.9% (23/72) were SSBE and 68.1% (49/72) were LSBE. The mean±SD lesion size was 4.5±3.4 cm, with circumferential occupancy at 53.4±23.9 %. Paris classifications were as follows: 0-Is: 8 (11.1%), 0-IIa: 26 (36.1%), 0-IIb: 9 (12.5%), 0-IIc: 6 (8.3%), 0-IIa+IIc: 13 (18.6%), 0-IIa+Is: 10 (13.9%). The mean operation time stood at 144.4 (75.3) minutes. Adverse events comprised deep mural injury (4.1%) and delayed bleeding (2.8%). Pathology findings showed high-grade dysplasia in 6.9% and adenocarcinoma in 93.1%, further differentiated as: well-differentiated (55%), moderately differentiated (33%), and poorly differentiated (12%). The invasion depth was intramucosal in 76%, SM1 in 6%, and SM2-SM3 in 18%. Lympho-vascular invasion was present in 22%. En-bloc, R0, and curative resection rates were 96% (69/72), 82% (59/72), and 64% (46/72), respectively. Of the curative resection patients, 42 have completed follow-up EGD, with 11.9% (5/42) showing persistent dysplasia at first follow-up. These were treated by either EMR (4 cases) or ESD (1 case), leading to a 100% (42/42) complete remission of dysplasia (CRD) rate with median follow-up time of 127 (68-190) days. After achieving CRD, local recurrence was found in 2.4% (1/42) with a median follow-up time of 289 (136-524) days. This recurrence post-CRD was successfully treated with EMR, regaining CRD. Conclusions Our study showcases the Canadian experience of using ESD for Barrett’s neoplasia at a large single tertiary referral center. Given the challenging demarcation lines in Barrett’s neoplasia and the frequent presence of metachronous lesions, even with curative resection, 11.9% showed persistent lesions during the first follow-up. However, these lesions were treatable endoscopically, with 100% eventually achieving CRD. Although there was a 2.4% recurrence rate post-CRD, this too could be managed endoscopically. Overall, the mid-term outcomes of treating Barrett’s neoplasia with ESD are promising. Funding Agencies None

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.760
Threshold uncertainty score0.482

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0030.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.290
Teacher spread0.271 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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".

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Citations0
Published2024
Admission routes2
Has abstractyes

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Same venueJournal of the Canadian Association of GastroenterologySame topicGastric Cancer Management and OutcomesFrench-language works237,207