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A retrospective review of the University Health Network (UHN) multimodal treatment experience with extended resection of pancreatic ductal adenocarcinoma (PDAC) in patients with arterial involvement.

2015· review· en· W2282244000 on OpenAlexaff
Amélie Tremblay St-Germain, Adrian Fox, Maja Segedi, Pablo Emilio Serrano Aybar, Paul Scholtz, Martin O’Malley, Ayelet Borgida, Teresa Bianco, Anna Dodd, Monika K. Krzyzanowska, Malcolm Moore, Joon-Hyung J. Kim, Alice C. Wei, Steven Gallinger, Neesha C. Dhani, I. McGilvray

Bibliographic record

VenueJournal of Clinical Oncology · 2015
Typereview
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsPrincess Margaret Cancer CentreMount Sinai HospitalUniversity of British ColumbiaUniversity of TorontoToronto General HospitalMcMaster University
Fundersnot available
KeywordsMedicineNeoadjuvant therapySurgeryRetrospective cohort studyAdenocarcinomaCohortCancerInternal medicineBreast cancer

Abstract

fetched live from OpenAlex

447 Background: Involvement of a major artery with PDAC is a criteria of unresectability. Although major vein resection/reconstruction is now accepted in PDAC resection, the feasibility of arterial resection requires investigation. The response to neoadjuvant therapy (NAT) may be a useful tool for identifying appropriate candidates for extended resection. Methods: We retrospectively reviewed the UHN experience of multimodality therapy in patients (pts) with histologically confirmed PDAC and single vessel arterial involvement (superior mesenteric, celiac or hepatic artery) on CT from Jan 2009 to Dec 2013. These pts received NAT prior to being re-assessed for surgery; pts whose disease was either stable or improved were considered for surgery. Baseline imaging was reviewed independently. Postoperative complications were assessed and oncologic outcomes were analysed with Kaplan-Meier method. Results: We identified a cohort of 57 pts of whom 56 received NAT. On reassessment, 26 (46%) had no evidence of disease progression and were considered operable, while 31 had local or distant progression and were deemed inoperable. Of 26 pts proceeding to surgery, 21 (81%) underwent resection and 5 had a palliative procedure. In the resection group, 10 pts required arterial resection/reconstruction to achieve R0. The post-operative mortality at 90-days was 0% and morbidity was 86% with 33% major complications (Clavien-Dindo III-IV). With a median follow-up of 12,1 months, the median survival for the resection group was 18.7 months (95% CI: 11.2-NA) vs. 13.6 months (95% CI: 11.9-18.1) for the non-resection group, P=0.0246. Conclusions: Our results suggest that a multimodal approach including NAT +/- segmental arterial resection/reconstruction, can be considered but with high post-operative morbidity. The encouraging survival rates of pts after extended resection must be balanced with the morbidity of this surgery. Given the poor prognosis of pts with locally advanced PDAC, there is a rationale for prospective evaluation of this approach to identify pts who are most likely to benefit from this aggressive strategy.

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: Review · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
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 head0.158
GPT teacher head0.473
Teacher spread0.315 · 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
GenreReview

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
Published2015
Admission routes1
Has abstractyes

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