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Updated: Feb 27, 2026

A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
Safety of Multi-Omics-Guided Therapy in Advanced Melanoma: A Matched Comparative Cohort Analysis
Benedict Gosztonyi1, Tarun Mehra1, Gabriele Gut1
1Department of Medical Oncology and Hematology, University Hospital Zurich, Medical Faculty, University of Zurich, Zurich, Switzerland.
Purpose:
Melanoma treatment has advanced with targeted therapies and immunotherapies, but challenges like resistance and response variability remain. Traditional clinical trials and diagnostics struggle to address the molecular heterogeneity of cancer, limiting their effectiveness in overcoming these challenges. The prospective, multicentric observational Tumor Profiler (TuPro) precision oncology project demonstrated the feasibility and the potential of multi-omics-guided therapy selection to account for individual tumor complexity and improve clinical outcomes, particularly in later treatment lines. However, the safety of this multi-omics-guided approach has not yet been established.
Materials And Methods:
We compared the TuPro melanoma cohort (n = 98), which received multi-omics-guided selection of adjuvant, standard of care and beyond standard-of-care therapies in patients with advanced melanoma, to a matched, retrospective synchronous cohort that did not undergo multi-omics tumor profiling. Adverse events, hospitalizations, and adverse event-related costs were analyzed to assess safety and clinical impact.
Results:
TuPro-guided therapy selection enabled more treatments beyond standard of care (SOC) without increasing high-grade adverse events, hospitalizations, or adverse event-related costs. However, we observed a higher incidence and earlier onset of predominantly low-grade adverse events, primarily within the SOC setting, with shorter durations and higher recovery rates.
Conclusion:
These findings support the clinical feasibility and safety of multi-omics-guided therapies, demonstrating their potential to expand treatment options and efficacy without necessarily increasing toxicity. Prospective studies are needed to validate these results, and further research should focus on leveraging multi-omics data to predict and mitigate adverse events.
Insights
Multi-omics guided therapy selection in advanced melanoma shows promise for expanding treatment options without increasing severe adverse events. This approach appears safe, though further studies are needed to confirm findings and predict side effects.
Area of Science:
- Oncology
- Precision Medicine
- Genomics
Background:
- Advanced melanoma treatment faces challenges due to tumor heterogeneity, resistance, and response variability.
- Traditional clinical trials and diagnostics are limited in addressing cancer's molecular complexity.
- The Tumor Profiler (TuPro) project explored multi-omics-guided therapy selection for personalized cancer treatment.
Purpose of the Study:
- To establish the safety and clinical impact of a multi-omics-guided precision oncology approach in advanced melanoma patients.
- To compare the safety profile of multi-omics-guided therapy selection versus standard care in melanoma.
Main Methods:
- A prospective, multicentric observational study (TuPro cohort, n=98) was compared to a matched, retrospective cohort.
- Patients received adjuvant, standard of care (SOC), and beyond SOC therapies guided by multi-omics profiling.
- Safety was assessed by analyzing adverse events, hospitalizations, and related costs.
Main Results:
- Multi-omics-guided therapy selection facilitated more treatments beyond SOC without increasing high-grade adverse events, hospitalizations, or costs.
- A higher incidence of predominantly low-grade adverse events was observed, with earlier onset but shorter durations and higher recovery rates.
- The overall safety profile suggests feasibility without significant added toxicity.
Conclusions:
- Multi-omics-guided therapy selection is clinically feasible and appears safe for advanced melanoma.
- This approach can potentially expand treatment options and improve efficacy without substantially increasing toxicity.
- Further prospective studies are required to validate these findings and explore prediction/mitigation of adverse events.
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