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Colorectal cancer (CRC) KRAS mutational status and response to chemotherapy in absence of influence of epidermal growth factor receptor (EGFR) monoclonal antibody (MAb) therapy.

2012· article· en· W2567267008 on OpenAlexaff
Nirit Yarom, Nana Boame, Gillian Gresham, David P. Hill, Derek J. Jonker

Bibliographic record

VenueJournal of Clinical Oncology · 2012
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Treatments and Studies
Canadian institutionsOttawa Hospital
Fundersnot available
KeywordsKRASMedicineCetuximabInternal medicineIrinotecanColorectal cancerChemotherapyOncologyBevacizumabGastroenterologyOxaliplatinPerformance statusCancer

Abstract

fetched live from OpenAlex

504 Background: KRAS mutations (MUT), present in ~40% of CRC, predict benefit from EGFR MAb treatment. The effect of mutation status on benefit from chemotherapy alone is less clear. Methods: Following ethics approval, 223 CRC patients with known KRAS status treated at a single institution were retrospectively analyzed for response to chemotherapy prior to initiation of EGFR MAb therapy. Tumour response rate and progression-free survival (PFS) were determined retrospectively. Given chemotherapy sequencing variability, a measure of the time to chemotherapy-refractory state (TTCR) was defined as time from start of first line therapy to progression on all drugs; ie fluoropyrimidines (F), irinotecan (I), and oxaliplatin (O), +/- bevacizumab (B). Results: Patients were median age 60 years (25-86), 58/42% male/female, 38% rectal or rectosigmoid, 18% liver-only metastases, 45.6% stage I-III and 54.4% stage IV at initial diagnosis, 43% prior adjuvant chemotherapy, 43/57% KRAS MUT/wild-type(WT) status. With a median follow-up of 27 months, 64 (29%) are alive. TTCR did not vary by KRAS status, with median 16.7 vs 14.8 months in WT vs MUT status patients, respectively, HR 0.85 [0.65-1.12], p=0.26. Overall survival (which now includes influence of any subsequent EGFR MAb therapy, received by 76/126 (60%) of KRAS WT status patients) did not differ significantly by KRAS status, with median survival 34.3 vs 29.2 months for WT vs MUT status, respectively, 0.79 [0.58-1.08], p=0.14. Conclusions: For most treatment strategies KRAS status did not affect 1st line PFS or time to chemotherapy-refractory state. However, for patients who received triple combination therapy, MUT status was associated with early progression. Small sample size, chance or some yet-to-be-elucidated molecular interaction may account for this finding. [Table: see text]

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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.072
GPT teacher head0.468
Teacher spread0.395 · 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
Published2012
Admission routes1
Has abstractyes

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