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Updated: Jul 16, 2025

Establishment of a Human Multiple Myeloma Xenograft Model in the Chicken to Study Tumor Growth, Invasion and Angiogenesis
Published on: May 1, 2015
Large T cell clones expressing immune checkpoints increase during multiple myeloma evolution and predict treatment
Cirino Botta1,2, Cristina Perez3, Marta Larrayoz3
1Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, Palermo, Italy. cirino.botta@unipa.it.
Abstract:
Tumor recognition by T cells is essential for antitumor immunity. A comprehensive characterization of T cell diversity may be key to understanding the success of immunomodulatory drugs and failure of PD-1 blockade in tumors such as multiple myeloma (MM). Here, we use single-cell RNA and T cell receptor sequencing to characterize bone marrow T cells from healthy adults (n = 4) and patients with precursor (n = 8) and full-blown MM (n = 10). Large T cell clones from patients with MM expressed multiple immune checkpoints, suggesting a potentially dysfunctional phenotype. Dual targeting of PD-1 + LAG3 or PD-1 + TIGIT partially restored their function in mice with MM. We identify phenotypic hallmarks of large intratumoral T cell clones, and demonstrate that the CD27- and CD27+ T cell ratio, measured by flow cytometry, may serve as a surrogate of clonal T cell expansions and an independent prognostic factor in 543 patients with MM treated with lenalidomide-based treatment combinations.
Insights
T cell dysfunction in multiple myeloma (MM) involves immune checkpoints. Targeting these checkpoints and using the CD27 ratio may improve MM treatment outcomes.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- T cell recognition is crucial for anti-tumor immunity.
- Understanding T cell diversity is key to optimizing immunotherapies like PD-1 blockade, especially in multiple myeloma (MM).
Purpose of the Study:
- To characterize T cell diversity in the bone marrow of healthy adults and patients with precursor and full-blown MM.
- To identify T cell phenotypes associated with dysfunction and explore potential therapeutic targets and prognostic markers in MM.
Main Methods:
- Single-cell RNA and T cell receptor sequencing were used to analyze bone marrow T cells from healthy individuals and MM patients.
- Flow cytometry was employed to assess the CD27-negative and CD27-positive T cell ratio.
- Dual targeting of PD-1+LAG3 or PD-1+TIGIT was tested in a mouse model of MM.
Main Results:
- Large T cell clones in MM patients exhibited multiple immune checkpoints, indicating potential dysfunction.
- Dual blockade of PD-1 with LAG3 or TIGIT partially restored T cell function in a mouse model.
- The ratio of CD27-negative to CD27-positive T cells served as a surrogate for clonal T cell expansion and was an independent prognostic factor in MM patients.
Conclusions:
- Characterizing T cell phenotypes and diversity is vital for understanding MM immunopathogenesis and treatment response.
- Combined targeting of immune checkpoints like PD-1, LAG3, and TIGIT shows promise for restoring T cell function in MM.
- The CD27 T cell ratio is a potential prognostic biomarker for MM patients, particularly those undergoing lenalidomide-based therapies.
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