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PFS and ORR fall short as OS surrogates in metastatic RCCAnalysis shows limitations in using certain metrics to predict cancer survival

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Key Takeaway
PFS and ORR are not reliable surrogates for OS in metastatic RCC; interpret their benefits with caution.

A large meta-analysis of 24,518 patients with metastatic renal cell carcinoma (RCC) evaluated whether progression-free survival (PFS) and objective response rate (ORR) can serve as reliable surrogate endpoints for overall survival (OS). The analysis found only moderate correlations: PFS-OS r = 0.52 (95% CI, 0.38-0.66) and ORR-OS r = -0.59 (95% CI, -0.72, -0.45). These correlations suggest that PFS and ORR explain only a portion of the variability in OS, limiting their surrogacy.

The surrogate threshold effect (STE) for PFS was a hazard ratio of 0.92 (95% CI, 0.79-1.09), indicating that a PFS benefit must be at least this large to predict an OS benefit. For ORR, the STE was an odds ratio of 1.40 (95% CI, 0.99-1.89). Both confidence intervals cross the null value, meaning the thresholds are not statistically significant. This undermines the reliability of these endpoints as predictors of OS benefit.

Subgroup analyses were frequently imprecise, especially for ORR and in smaller treatment-class subgroups. The meta-analysis also had limited representation of non-clear cell RCC, preventing reliable histology-specific conclusions. Substantial heterogeneity across included trials further complicates interpretation. These limitations suggest that the findings should be applied cautiously to specific patient populations.

From a clinical perspective, these results challenge the assumption that improvements in PFS or ORR reliably translate to improved OS in metastatic RCC. While PFS and ORR remain valuable for assessing treatment activity and guiding early clinical decisions, they should not be considered definitive surrogates for OS. Clinicians should interpret PFS and ORR benefits with caution, especially when OS data are immature or unavailable.

The study did not report safety outcomes, funding sources, or conflicts of interest. The association between surrogate endpoints and OS was assessed via correlation coefficients, which cannot establish causality. The certainty of evidence was not reported. Given the moderate correlations and non-significant STEs, PFS and ORR are not confirmed as reliable surrogates for OS in this population. Until more robust validation is available, OS remains the gold standard for assessing treatment benefit in metastatic RCC.

In practice, these findings support the continued use of OS as the primary endpoint in pivotal trials, while PFS and ORR can serve as supportive endpoints. For individual patient care, decisions should integrate multiple factors, including toxicity, quality of life, and patient preferences, rather than relying solely on PFS or ORR improvements. Future research should focus on identifying more reliable surrogate endpoints, possibly incorporating molecular or imaging biomarkers, and ensuring adequate representation of diverse histologies.

In conclusion, this meta-analysis demonstrates that PFS and ORR are not sufficiently consistent surrogates for OS in metastatic RCC. The moderate correlations and non-significant STEs highlight the need for caution when using these endpoints to infer survival benefits. Clinicians should prioritize OS data when available and interpret PFS and ORR improvements in the context of overall clinical benefit.

How this fits prior evidence

How this fits prior evidence This meta-analysis addresses a gap in the understanding of surrogate endpoints in renal cell carcinoma. While prior evidence confirmed that TKI-based ICI combinations improve progression-free survival and response rates in advanced RCC, this study clarifies that these improvements in PFS and ORR do not consistently translate to predictable overall survival outcomes. The findings suggest that while the interventions mentioned in previous reports are effective, the surrogate metrics used to measure them have limited predictive power for OS.

For patients living with metastatic renal cell carcinoma, every piece of data matters. Doctors often use specific measurements to track how well a treatment is working. Two of these common measures are progression-free survival (PFS), which tracks how long a patient lives without their cancer growing, and objective response rate (ORR), which measures how much a tumor shrinks. These metrics are often used as shortcuts to help doctors understand the long-term outlook for patients. This research looked at whether these specific markers can reliably predict the ultimate goal: overall survival (OS), which is the total length of time a patient lives after their diagnosis.

To investigate this, researchers conducted a meta-analysis involving data from over 24,000 patients with metastatic renal cell carcinoma. By looking at such a large group, they aimed to see if the correlation between the shorter-term markers and long-term survival was strong enough to be used as a reliable predictor for clinical decision-making. They specifically looked at the relationship between progression-free survival and overall survival, as well as the relationship between the response rate of the tumor and the overall survival of the patients.

The results showed that while there was a moderate correlation between progression-free survival and overall survival, the data did not show a consistent enough link to make these markers reliable predictors on their own. Similarly, the results for the objective response rate showed a moderate correlation with overall survival. Because these links were not consistent enough, the study suggests that these markers cannot be used as definitive stand-ins for predicting how long a patient will live. In other words, a patient might see a positive response in their tumor size or a period of no growth, but those specific numbers do not always translate directly into a predictable timeline for overall survival.

It is important to note that this study has several limitations. The data for certain subgroups were not precise enough to draw firm conclusions, and there was not enough variety in the types of kidney cancer studied to make specific claims about different types of the disease. Additionally, the studies included in the analysis were quite different from one another, which can make it harder to find a single clear answer. For patients and families, this means that while doctors will continue to use these measurements to monitor the effectiveness of a treatment, they should not be viewed as a perfect crystal ball for the future. These metrics are helpful tools for monitoring the disease, but they do not provide a guaranteed prediction of long-term survival. Patients should continue to work closely with their oncology teams to understand their specific treatment plan and prognosis.

What this means for you:
Common markers like tumor shrinkage may not reliably predict long-term survival for kidney cancer patients.

Study Details

Study typeMeta analysis
Sample sizen = 24,518
EvidenceLevel 1
PublishedOct 2026
View Original Abstract ↓
The objective of this systematic review and meta-analysis was to evaluate the validity of progression-free survival (PFS) and the objective response rate (ORR) as surrogate end points for overall survival (OS) in randomized controlled trials (RCTs) of metastatic renal cell carcinoma. The MEDLINE, Embase, and Cochrane CENTRAL databases were searched from inception to June 10, 2025. Associations between treatment effects on OS, PFS, and ORR were assessed using Pearson correlation coefficients (r). Surrogate threshold effect (STE) analyses determined the minimum PFS hazard ratio (HR) or ORR odds ratio (OR) required to predict OS benefit. Subgroup analyses were conducted by treatment class, line of therapy, and histology. Sixty-two randomized controlled trials comprising 24,518 patients were included. PFS-OS demonstrated a moderate correlation (r = 0.52; 95% confidence interval [CI], 0.38-0.66), with an STE (HR, 0.92; 95% CI, 0.79-1.09). ORR-OS demonstrated a moderate correlation (r = -0.59; 95% CI, -0.72, -0.45), with an STE (OR, 1.40; 95% CI, 0.99-1.89). Subgroup estimates varied across treatment settings and were frequently imprecise, particularly for ORR and in smaller treatment-class subgroups; limited representation of non-clear cell renal cell carcinoma precluded reliable histology-specific conclusions. Overall, PFS and ORR had moderate trial-level associations with OS in metastatic renal cell carcinoma, but the overall analyses did not demonstrate sufficiently consistent surrogacy to reliably predict OS benefit. These findings should be interpreted cautiously given the substantial heterogeneity of the included trials. Surrogate validity appears to be context-dependent, supporting continued reliance on OS and the need for more robust surrogate end points.
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