The Association of <i>FCGR2A</i> and <i>FCGR3A</i> polymorphisms with outcomes in cetuximab treated metastatic colorectal cancer patients: CCTG and AGITG CO.20 trial analysis.
Bibliographic record
Abstract
633 Background: We previously reported that the Fc-gamma receptor (FCGR) germline polymorphism in the FCGR2A gene (rs1801274; His (H) to Arg (R) substitution) but not FCGR3A (rs396991; Phe (F) to Val (V)) was associated with cetuximab benefit on overall survival (OS) in metastatic colorectal cancer patients (CCTG CO.17 trial). We performed a validation of these results in CO.20, a randomized trial of cetuximab+placebo vs. cetuximab+brivanib for metastatic, chemotherapy refractory, wild type K-RAS colorectal cancer. Methods: After genotyping DNA extracted from whole blood, the polymorphism relationships with OS and progression-free survival (PFS) were assessed using log-rank tests and hazard ratios (HR) from Cox proportional hazard models, adjusting for known prognostic factors. Results: Of 592/725 (82%) K-RAS wild type patients with available DNA and genotyping, those carrying the higher affinity FCGR2A H/H genotype (N = 165; 28%) had improved OS (HR 0.53; 95%CI:0.41-0.68) and PFS (HR 0.65; 95%CI:0.51-0.83) compared to those carrying the lower affinity R/R genotype (N = 128; 22%), corresponding to median absolute benefits of 3.7 (OS) and 3.3 months (PFS). The H/R genotype (N = 299; 50%) had intermediate outcomes. No significant associations were found between FCGR3A genotype and OS or PFS. No interaction between FCGR polymorphisms and treatment arm was observed. Patients carrying the double wild type combination of FCGR2A H/H and FCGR3A F/F genotypes (N = 45; 7.6%) had significantly better outcomes than other patients, particularly those carrying the rare (N = 11; 2%) R/R+ V/V genotype combination, corresponding to median absolute benefits of 12.5 (OS; HR 0.33 95%CI:0.16-0.68) and 4.5 (PFS; HR 0.45 95%CI:0.22-0.92) months. There were no significant associations between FCGR polymorphisms and either any grade of 3/4 toxicity or skin rash. Conclusions: In KRAS-wild type, cetuximab-treated patients, FCGR2A polymorphism was independently replicated to be associated with clinical outcome without affecting toxicity profiles. Additionally, in this large dataset, FCGR3A appears to modulate the relationship between FCGR2A polymorphism and outcome.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".