First-line therapy for metastatic renal cell carcinoma with pancreatic metastases: Results from the International Metastatic Renal Cell Carcinoma Database Consortium (IMDC).
Bibliographic record
Abstract
317 Background: Metastatic renal cell carcinoma (mRCC) with pancreatic metastases (PM) is characterised by heightened angiogenesis, which is associated with improved outcomes with vascular endothelial growth factor (VEGF) inhibitors. We aimed to compare the efficacy of first-line (1L) ipilimumab/nivolumab (IOIO) vs. anti-PD(L)1/anti-VEGF (IOVE) vs. VEGF monotherapy (VE) in mRCC patients with and without PM. Methods: We performed a retrospective analysis of patients with and without PM, using the IMDC. Sites of metastases were captured at initiation of 1L. Patients with PM could also have metastases at other sites. We studied overall survival (OS) from start of 1L therapy using Cox regression, adjusted for IMDC risk groups. Kaplan Meier survival curves were generated. Results: 543/7,634 (7%) patients had PM. Patients with PM in the overall population had improved OS compared to those without, 56 vs 25.6 months respectively (HR 0.63, 95% CI 0.55-0.73, p<0.0001). When examining the effect of PM within 1L options, those treated with IOVE exhibited a longer OS if PM were present vs absent, median not reached vs 45 months respectively (HR 0.41, 95% CI 0.18-0.93 p=0.03). This association was also seen in patients with treated with 1L VE, in those with PM vs absent, median 53.1 vs 25.1 months respectively (HR 0.65, 95% CI 0.55-0.76, p <0.0001). Contrastingly there was no difference in median OS of patients with or without PM in patients receiving IOIO, 41.4 vs 44.4 months respectively (HR 0.86, 95% CI 0.48-1.56, p=0.62). Comparing the outcomes between 1L therapies in patients with PM the median OS of IOVE vs VE was not reached vs 53.1 months respectively (HR 0.37, 95% CI 0.16-0.83 p=0.02). Conversely, upfront VE and IOIO had a similar median OS of 53.1 vs 41.4 months respectively (HR 0.81, 95% CI 0.45-1.47 p=0.49). We were unable to find any difference in OS between those treated with IOVE vs IOIO, median not reached vs 41.4 months respectively (HR 0.52 95%, CI 0.19-1.45, p=0.21), but the low event rate limited this interpretation. Conclusions: We found that the presence of PM leads to an indolent biological behavior and was associated with improved outcomes when 1L therapy included a VE component. PM patients had comparable OS outcomes on 1L VE and 1L IOIO therapy, but improved OS when treated with 1L IOVE. Anti-angiogenic therapy may be necessary to optimize outcomes in PM and this warrants prospective evaluation. [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 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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".