Distant metastases of melanoma exhibit varying extent of intrapatient proteogenomic heterogeneity.
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Szeitz Beata, Hagemeijer Yanick Paco, Pahi Zoltan Gabor, Ujfaludi Zsuzsanna, Kuras Magdalena, Rodriguez Jimmy, Doma Viktoria, Mohacsi Reka, Herold Magdolna, Herold Zoltan, Horvath Zsolt, Pla Indira, Sugihara Yutaka, Baldetorp Bo, Lindberg Henrik, Oskolas Henriett, Rezeli Melinda, Gil Jeovanis, Appelqvist Roger, Kemeny Lajos V, Guedes Jessica, Malm Johan, Sanchez Aniel, Boros Imre Miklos, Nemeth Istvan Balazs, Guryev Victor, Pankotai Tibor, Pawłowski Krzysztof, Wieslander Elisabet, Szasz Attila Marcell, Fenyö David, Horvatovich Peter, Timar Jozsef, Marko-Varga György, Betancourt Lazaro Hiram
Аннотация
METHODS: We collected 83 melanoma metastases from 19 different metastatic sites in 24 patients with advanced metastatic melanoma almost exclusively from the pre-immunotherapy era, using semi-rapid autopsies. The metastases were subjected to histopathological evaluation, RNA-sequencing and mass spectrometry-based proteomics for protein quantitation and non-reference peptide (NRP) sequence detection using a proteogenomic data integration approach.
RESULTS: NRPs associated with mutations frequently occurred in proteins related to focal adhesion, vesicle-mediated transport, MAPK signalling and immune response pathways across the cohort. Intrapatient heterogeneity was negligible when considering morphology and driver gene mutation status but was substantial at the proteogenomic level. This heterogeneity was not driven by metastasis location, albeit liver metastases exhibited distinct proteogenomic patterns, including upregulation of metabolic pathways. Cluster analysis outlined four proteomic clusters (C1-4) of the metastases, characterised by the upregulation of cell cycle and RNA-splicing (C1), mitochondrial processes (C3), extracellular matrix (ECM) and immune pathways (C2) and ECM and vesicle-mediated transport pathways (C4). Around two-thirds of patients had metastases that had strongly distinct phenotypes. Patients in our cohort whose metastases were primarily assigned to clusters C1 and C3 exhibited shorter overall survival than patients whose metastases were categorised mainly into the C2 and C4 clusters.
CONCLUSION: Our unique multi-metastasis cohort captured the proteogenomic heterogeneity of immunotherapy-naïve melanoma distant metastases, establishing a foundation for future studies aimed at identifying novel therapeutic targets to complement current immunotherapies.
KEY POINTS: Comprehensive proteogenomic profiling of post-mortem melanoma metastases, collected primarily before the immunotherapy era. Description of 1177 protein sequence variants predicted by RNA-Seq and validated via mass spectrometry-based proteomics. Empirical evidence of prominent intrapatient heterogeneity, driven by heterogeneous protein expression related to cell cycle- and mitochondrial processes, immune system and extracellular matrix organization.