Molecular Landscape Of Old Age Melanoma By Survival And Immunotherapy Response
Smith, S. P.; Nagore, E.; Budden, T.; Kumar, R.; Marais, R.; Gaudy-Marqueste, C.; Viros, A.
Show abstract
Melanoma mortality particularly affects older patients, and age is a powerful independent predictor of death. The pathogenic mutations and transcriptomic changes associated with poor survival in aged patients are not known. We analyzed 5 cohorts of metastatic (N=324, N=18, N=66) and primary melanomas (N=103, N=30) to establish the effect of age on prognosis, identify age-specific driver genes and transcriptomic changes linked to survival and immunotherapy response. We identify the pathogenic mutations and transcriptomic changes associated with poor survival by age, and show mutations in BRAF, NRAS, CDKN2A or IDH1 identify metastatic and primary melanoma aged patients with worse outcome. In contrast, activation of immune-regulatory pathways is a hallmark of long-term survival. We tested if mutations in genes linked to poor outcome are associated to immunotherapy responders, exploring combinations of agespecific mutations in metastatic immune checkpoint inhibitor aged responders. Strikingly, aged patients with BRAF, NRAS, CDKN2A or IDH1 mutations and high tumor mutation burden treated with immunotherapy have an improved median survival of 12 months. These data highlight the molecular landscape of melanoma varies by age, and age stratification can refine prognosis and therapy rationales. A set of mutations identifies patients at highest risk of death who are likely immunotherapy responders.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Spatial transcriptomics analysis identifies a unique tumor-promoting function of the meningeal stroma in melanoma leptomeningeal disease 90%
- Combined tumor and immune signals from genomes or transcriptomes predict outcomes of checkpoint inhibition in melanoma 90%
- Coordinated macrophage and T cell interactions mediate response to checkpoint blockade in colorectal cancer. 89%
Similar papers in this journal
- Cancer-associated fibroblasts exert a pro-angiogenic activity in Merkel cell carcinoma 90%
- Repurposing melanoma chemotherapy to activate inflammasomes in treatment of BRAF/MAPK inhibitor-resistant melanoma 90%
- Crosstalk in skin: Loss of desmoglein 1 in keratinocytes inhibits BRAFV600E-induced cellular senescence in human melanocytes 89%
Similar papers in this journal
- DUX4 is a common driver of immune evasion and immunotherapy failure in metastatic cancers 91%
- SATB2 induction of a neural crest mesenchyme-like program drives invasion and drug resistance in melanoma 91%
- DNA methylome combined with chromosome cluster-oriented analysis provides an early signature for cutaneous melanoma aggressiveness 91%
Similar papers in this journal
"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.