BV-CHP Real-life and Biological Evidences in Patients With sALCL

Systemic Anaplastic Large Cell Lymphomas (sALCL) are rare lymphomas for which the cooperation in the collection of biological and clinical data is necessary to improve knowledge on the disease. The addition of a targeted therapy to chemotherapy recently showed to be effective compared to standard chemotherapy. First-line therapy brentuximab vedotin-CHP for sALCL was recently approved in Italy following the published 5-year data from the ECHELON-2 study. Correlations with biological parameters are missing. Within the framework of the FIL, Investigators will assess the clinical outcomes-specifically response rates, progression-free survival (PFS), safety-in a retrospective cohort of patients diagnosed with sALCL and treated frontline with BV-CHP in the real-life setting. These outcomes will be correlated with data derived from PET/CT imaging and lymph node biological samples. Furthermore, Investigators will collect lymph node samples of patients diagnosed with sALCL and treated with BV-CHP at FIL Centers. The study will investigate the prognostic relevance of known molecular alterations (e.g., DUSP22, TP63). Through whole-exome sequencing and transcriptomic profiling, recurrent genetic alterations will be explored, as well as the cell of origin and the tumor microenvironment of sALCL, with particular attention to cell-to-cell interactions. A machine learning model will be validated to identify DUSP22 rearrangements from hematoxylin\&eosin (H\&E)-stained slides. Finally, integrated analysis of omics and clinical data using AI will aim to uncover biological signatures predictive of treatment response.