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Record W4386315683 · doi:10.1093/dote/doad052.042

176. NON-REGIONAL LYMPHADENOPATHY IN PATIENTS WITH ESOPHAGEAL CANCER TREATED WITH CURATIVE INTENT: A PROPENSITY MATCHED ANALYSIS OF PATHOLOGICAL AND SURVIVAL OUTCOMES

2023· article· en· W4386315683 on OpenAlexaff
James Tankel, Neyla Boukhili, Rawan Sakalla, Talia Hijazi, Jonathan Spicer, Jamil Assaleh, Thierry Alcindor, Sara Najmeh, Jonathan Cools‐Lartigue, Lorenzo Ferri

Bibliographic record

VenueDiseases of the Esophagus · 2023
Typearticle
Languageen
FieldMedicine
TopicEsophageal Cancer Research and Treatment
Canadian institutionsRoyal Victoria HospitalMontreal General Hospital
Fundersnot available
KeywordsMedicineEsophageal cancerSupraclavicular lymph nodesNeoadjuvant therapyAdenocarcinomaSurgeryPerioperativeCancerEsophagectomyLymph nodeInternal medicineRadiologyBreast cancer

Abstract

fetched live from OpenAlex

Abstract Background The management of patients with esophageal cancer and concurrent retroperitoneal or supraclavicular lymphadenopathy is controversial. Whilst these patients could be considered non-resectable, the survival benefit of neoadjuvant treatment followed by en bloc resection is not well described. The aim of this study was to explore the perioperative, pathological and survival outcomes of patients with esophageal cancer who presented with oligometastatic non-regional lymphadenopathy treated with neoadjuvant therapy and subsequent en bloc transthoracic esophagogastrectomy. Methods Between 01/2010 and 12/2022, a single center retrospective review of a prospectively maintained comprehensive esophageal cancer surgical database was performed. All patients with esophageal and junctional cancer with clinical non-regional (supraclavicular and retroperitoneal) lymphadenopathy were identified (Tany, Nany, M+). Only patients treated with neoadjuvant chemotherapy/chemoradiotherapy (nCT/nCRT) and extended en bloc transthoracic esophagogastrectomy including resection of the non-regional lymph node basin were included. Patients with gastric cancer and solid organ metastases were excluded. Propensity score matching was used to create a control group of clinically M- patients from same database to compare survival outcomes. Results Of the 46/1235 patients with non-regional lymphadenopathy, 39 met the inclusion criteria. Most had adenocarcinoma (35/39,89.7%) with retroperitoneal and supraclavicular lymphadenopathy in 26/39 (66.7%) and 16/39 (41.0%). nCRT and nCT was used in 5 and 34 patients respectively. Twenty-four received taxane based regimens and 24/39 (61.5%) adjuvant therapy. A trend towards improved overall survival was noted when comparing the study and control groups (27.0 vs 17.0 months, p = 0.065). However, cM+(retroperitoneal) had similar survival to the control group with both being higher than cM+(supraclavicular) (27.0 vs 21.0 vs 13.0 months, p = 0.039). Non-regional nodal basin sterilization occurred in 20/36 (55.6%) and was not associated with improved survival. Conclusion Whilst non-regional lymph node disease in the setting of esophageal cancer can be treated with neoadjuvant therapy and curative en bloc extended transthoracic resection, it seems that in terms of survival patients with retroperitoneal disease benefit the most. In this group of patients, equivalent survival to those with non-metastatic disease is achievable. Further understanding into those who would benefit from such a regimen is urgently needed.

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)0.001
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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.023
GPT teacher head0.297
Teacher spread0.274 · 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
Published2023
Admission routes1
Has abstractyes

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