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Updated: Feb 22, 2026

Comparative Lesions Analysis Through a Targeted Sequencing Approach
Published on: November 5, 2019
High somatic mutation and neoantigen burden are correlated with decreased progression-free survival in multiple
A Miller1,2, Y Asmann3, L Cattaneo2
1Department of Molecular Medicine, Mayo Clinic, Rochester, MN, USA.
High tumor mutation and neoantigen load are linked to shorter survival in multiple myeloma (MM) patients. This suggests these factors are key indicators of poor prognosis under current treatments.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Tumor-specific mutations can create neoantigens, enhancing immune response in some cancers.
- Immune checkpoint inhibitors have shown limited efficacy in multiple myeloma (MM).
- Understanding the mutation and neoantigen landscape in MM is crucial for predicting treatment response.
Purpose of the Study:
- To investigate the relationship between mutation burden, neoantigen load, and therapeutic response in multiple myeloma patients.
- To identify if mutation and neoantigen profiles correlate with patient survival outcomes.
Main Methods:
- Analysis of interim data from the MMRF CoMMpass study (NCT01454297) including 664 MM patients.
- Quantification of somatic mutation burden and neoantigen load (predicted and expressed).
- Survival analysis, including progression-free survival (PFS), correlated with mutation and neoantigen levels.
Main Results:
- A strong positive linear correlation (R²=0.862) was observed between mutation and neoantigen burdens.
- Higher than average somatic missense mutation load and predicted expressed neoantigen load were associated with significantly shorter progression-free survival (PFS).
- These findings remained consistent across different disease stages and cytogenetic abnormalities.
Conclusions:
- Elevated mutation and neoantigen loads are significant negative prognostic factors in multiple myeloma.
- These factors negatively impact survival outcomes in MM patients receiving current standard care.
- Further research into targeted therapies based on the tumor's molecular profile is warranted.
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