Whole-Exome Sequencing and cfDNA Analysis Uncover Genetic Determinants of Melanoma Therapy Response in a Real-World Setting
- Creators
- Irene Vanni
- Lorenza Pastorino
- Enrica Teresa Tanda
- Virginia Andreotti
- Bruna Dalmasso
- Nicola Solari
- Matteo Mascherini
- Francesco Cabiddu
- Antonio Guadagno
- Simona Coco
- Eleonora Allavena
- William Bruno
- Gabriella Pietra
- Michela Croce
- Rosaria Gangemi
- Michele Piana
- Gabriele Zoppoli
- Lorenzo Ferrando
- Francesco Spagnolo
- Paola Queirolo
- Paola Ghiorzo
- Others:
- Vanni, Irene
- Pastorino, Lorenza
- Tanda, ENRICA TERESA
- Andreotti, Virginia
- Dalmasso, Bruna
- Solari, Nicola
- Mascherini, Matteo
- Cabiddu, Francesco
- Guadagno, Antonio
- Coco, Simona
- Allavena, Eleonora
- Bruno, William
- Pietra, Gabriella
- Croce, Michela
- Gangemi, Rosaria
- Piana, Michele
- Zoppoli, Gabriele
- Ferrando, Lorenzo
- Spagnolo, Francesco
- Queirolo, Paola
- Ghiorzo, Paola
Description
: Although several studies have explored the molecular landscape of metastatic melanoma, the genetic determinants of therapy resistance are still largely unknown. Here, we aimed to determine the contribution of whole-exome sequencing and circulating free DNA (cfDNA) analysis in predicting response to therapy in a consecutive real-world cohort of 36 patients, undergoing fresh tissue biopsy and followed during treatment. Although the underpowered sample size limited statistical analysis, samples from non-responders had higher copy number variations and mutations in melanoma driver genes compared to responders in the BRAF V600+ subset. In the BRAF V600- subset, Tumor Mutational Burden (TMB) was twice that in responders vs. non-responders. Genomic layout revealed commonly known and novel potential intrinsic/acquired resistance driver gene variants. Among these, RAC1, FBXW7, GNAQ mutations, and BRAF/PTEN amplification/deletion were present in 42% and 67% of patients, respectively. Both Loss of Heterozygosity (LOH) load and tumor ploidy were inversely associated with TMB. In immunotherapy-treated patients, samples from responders showed higher TMB and lower LOH and were more frequently diploid compared to non-responders. Secondary germline testing and cfDNA analysis proved their efficacy in finding germline predisposing variants carriers (8.3%) and following dynamic changes during treatment as a surrogate of tissue biopsy, respectively.
Additional details
- URL
- https://hdl.handle.net/11567/1110058
- URN
- urn:oai:iris.unige.it:11567/1110058
- Origin repository
- UNIGE