Ancestry and somatic profile predict acral melanoma origin and prognosis
Basurto-Lozada, P.; Vazquez-Cruz, M. E.; Molina-Aguilar, C.; Jiang, A.; Deacon, D. C.; Cerrato-Izaguirre, D.; Simonin-Wilmer, I.; Arriaga-Gonzalez, F. G.; Contreras-Ramirez, K. L.; Dawson, E. T.; Wong-Ramirez, J. R. C.; Ramos-Galguera, J. I.; Alvarez-Cano, A.; Garcia-Ortega, D. Y.; Garcia-Salinas, O. I.; Hidalgo-Miranda, A.; Cisneros-Villanueva, M.; Martinez-Said, H.; Arends, M. J.; Ferreira, I.; Tullett, M.; Olvera-Leon, R.; van der Weyden, L.; Del Castillo Velasco-Herrera, M.; Roldan-Marin, R.; Vidaurri de la Cruz, H.; Tavares-de-la-Paz, L. A.; Hinojosa-Ugarte, D.; Belote, R. L.; Bishop, D.
Show abstract
Acral melanoma, which is not ultraviolet (UV)-associated, is the most common type of melanoma in several low- and middle-income countries including Mexico. Latin American samples are significantly underrepresented in global cancer genomics studies, which directly affects patients in these regions as it is known that cancer risk and incidence may be influenced by ancestry and environmental exposures. To address this, we characterise the genome and transcriptome of 123 acral melanoma tumours from 92 Mexican patients, a population notable because of its genetic admixture. Compared with other studies of melanoma, we found fewer frequent mutations in classical driver genes such as BRAF, NRAS or NF1. While most patients had predominantly Amerindian genetic ancestry, those with higher European ancestry had increased frequency of BRAF mutations and a lower median number of structural variants. The tumours with activating BRAF mutations have a transcriptional profile more similar to cutaneous non-volar melanocytes, suggesting that acral melanomas in these patients may arise from a distinct cell of origin compared to other tumours arising in these locations. KIT mutations were found in a subset of these tumours, and quadruple wild-type samples (non BRAF/NRAS/NF1/KIT) differed from mutated samples in their structural genomic profile and overall and recurrence-free survival patterns. Transcriptional profiling defined three expression clusters; these characteristics were associated with recurrence-free and overall survival. We highlight potential novel low-frequency drivers, such as PTPRJ, NF2 and RDH5. Our study enhances knowledge of this understudied disease and underscores the importance of including samples from diverse ancestries in cancer genomics studies.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Extreme intratumour heterogeneity and driver evolution in mismatch repair deficient gastro-oesophageal cancer 96%
- Spatial transcriptomics reveals ovarian cancer subclones with distinct tumour microenvironments 96%
- Cancer associated fibroblast subtypes modulate the tumor-immune microenvironment and are associated with skin cancer malignancy 96%
Similar papers in this journal
Similar papers in this journal
- A UVB-responsive common variant at chr7p21.1 confers tanning response and melanoma risk via regulation of the aryl hydrocarbon receptor gene (AHR) 95%
- Autoimmune Alleles at the Major Histocompatibility Locus Modify Melanoma Susceptibility 94%
- Cell type-specific meQTL extends melanoma GWAS annotation beyond eQTL and informs melanocyte gene regulatory mechanisms 94%
Similar papers in this journal
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.