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Updated: Jan 19, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Metabolomic adaptations and correlates of survival to immune checkpoint blockade
Haoxin Li1,2,3, Kevin Bullock2, Carino Gurjao1,2
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.
Abstract:
Despite remarkable success of immune checkpoint inhibitors, the majority of cancer patients have yet to receive durable benefits. Here, in order to investigate the metabolic alterations in response to immune checkpoint blockade, we comprehensively profile serum metabolites in advanced melanoma and renal cell carcinoma patients treated with nivolumab, an antibody against programmed cell death protein 1 (PD1). We identify serum kynurenine/tryptophan ratio increases as an adaptive resistance mechanism associated with worse overall survival. This advocates for patient stratification and metabolic monitoring in immunotherapy clinical trials including those combining PD1 blockade with indoleamine 2,3-dioxygenase/tryptophan 2,3-dioxygenase (IDO/TDO) inhibitors.
Insights
Immune checkpoint inhibitors show promise, but many cancer patients lack lasting benefits. This study found increased kynurenine/tryptophan ratios in patients treated with PD1 blockade, indicating resistance and poorer survival outcomes.
Area of Science:
- Oncology
- Immunotherapy
- Metabolomics
Background:
- Immune checkpoint inhibitors (ICIs) have transformed cancer treatment.
- However, a significant proportion of patients do not achieve durable responses to ICIs.
- Understanding resistance mechanisms is crucial for improving ICI efficacy.
Purpose of the Study:
- To investigate metabolic alterations in response to immune checkpoint blockade.
- To identify predictive biomarkers for treatment response in advanced melanoma and renal cell carcinoma.
Main Methods:
- Comprehensive serum metabolite profiling was performed.
- Patients with advanced melanoma and renal cell carcinoma treated with nivolumab (anti-PD1 antibody) were analyzed.
Main Results:
- An elevated serum kynurenine/tryptophan ratio was identified as a key metabolic alteration.
- This metabolic shift was associated with adaptive resistance to PD1 blockade.
- Increased kynurenine/tryptophan ratio correlated with worse overall survival.
Conclusions:
- The kynurenine/tryptophan ratio serves as a potential biomarker for resistance to PD1 blockade.
- Metabolic monitoring could aid in patient stratification for immunotherapy clinical trials.
- This finding supports combination strategies involving PD1 blockade and IDO/TDO inhibitors.
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