Clonal hematopoiesis is enriched in melanoma and associated with genotype-specific differences in tumor growth and survival
Alford-Holloway, M. N.; Reed, S. C.; Pershad, Y.; Van Amburg, J. C.; Potts, C.; Mohan, S. R.; Luo, L. Y.; Ferrell, P. B.; Savona, M. R.; Park, B. H.; Johnson, D. B.; Bick, A. G.; Kishtagari, A.
Show abstract
Background The clinical significance of clonal hematopoiesis of indeterminate potential (CHIP) in melanoma remains incompletely defined, particularly with respect to CHIP genotype, clone size, and somatic mutations (e.g BRAF mutations). We integrated human cohort data and a syngeneic melanoma mouse model to evaluate whether CHIP is associated with melanoma risk, tumor growth, and differential clinical outcomes. Methods We analyzed CHIP prevalence and survival in a large treatment-unselected melanoma cohort (n=2,480), evaluated tumor growth in a syngeneic BRAF-mutant (BRAFmut) melanoma murine model of TET2-CHIP and DNMT3A-CHIP, and assessed survival outcomes in an immune checkpoint inhibitor (ICI)-treated advanced melanoma cohort (n=361). Associations with progression-free survival (PFS) and overall survival (OS) were evaluated using Kaplan-Meier analyses and multivariable Cox proportional hazards models. Results CHIP was enriched among patients with treatment-unselected melanoma compared with age/sex-matched healthy controls, and larger CHIP clone size showed an age-adjusted association with inferior OS. In a syngeneic BRAFmut melanoma murine model, TET2-CHIP, but not DNMT3A-CHIP, was associated with significantly increased primary melanoma tumor growth. Among patients with ICI-treated advanced melanoma, CHIP was associated with worse OS compared with patients without CHIP. TET2-CHIP had the strongest adverse association with survival, whereas DNMT3A-CHIP was not significantly associated with PFS or OS. Conclusions CHIP is enriched in melanoma and exploratory analyses demonstrate genotype-specific differences in melanoma tumor growth and clinical outcomes. These findings support further investigation of genotype-specific CHIP profiling as a potential biomarker for melanoma risk stratification and immunotherapy outcomes.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development of a Metastatic Uveal Melanoma Prognostic risk Score (MUMPS) for use in patients receiving immune checkpoint inhibitors 95%
- Functionally and metabolically divergent melanoma-associated macrophages originate from common bone-marrow precursors 93%
- Intertumoral Genetic Heterogeneity Generates Distinct Tumor Microenvironments in a Novel Murine Synchronous Melanoma Model 93%
Similar papers in this journal
- Increased Tryptophan, But Not Increased Glucose Metabolism, Predict Resistance of Pembrolizumab in Stage III/IV Melanoma 95%
- MMP2 As An Independent Prognostic Stratifier In Oral Cavity Cancers 92%
- CD4+ tumor-infiltrating lymphocytes secreting T cell-engagers induce regression of autologous patient-derived non-small cell lung cancer xenografts 92%
Similar papers in this journal
- Body mass index and adiposity influence responses to immune checkpoint inhibition in endometrial cancer 92%
- Development and validation of multivariate predictors of primary endocrine resistance to tamoxifen and aromatase inhibitors in luminal breast cancer reveal drug-specific differences 90%
- IL-7-mediated expansion of autologous lymphocytes increases CD8+ VLA-4 expression and accumulation in glioblastoma models 90%
Similar papers in this journal
- Using a recently approved tumor mutational burden biomarker to stratify patients for immunotherapy may introduce a sex bias 95%
- Clinical activity of MAPK targeted therapies in patients with non-V600 BRAF mutant tumors 92%
- Clinical activity of Mitogen-Activated Protein Kinase (MAPK) inhibitors in patients with MAP2K1 (MEK1)-mutated metastatic cancers 92%
Similar papers in this journal
- A targetable PREX2/RAC1/PI3Kβ signalling axis confers resistance to clinically relevant therapeutic approaches in melanoma 92%
- The lipid phosphatase activity of PTEN dampens FRA1 expression via AKT/mTOR signaling to suppress melanoma 92%
- Kinome focused CRISPR-Cas9 screens in African ancestry patient-derived breast cancer organoids identifies essential kinases and synergy of EGFR and FGFR1 inhibition. 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.