Genetic and Phenotypic Attributes of Splenic Marginal Zone Lymphoma.
Ferdinando BonfiglioAlessio BruscagginFrancesca GuidettiLodovico Terzi di BergamoMartin Richard FaderlValeria SpinaAdalgisa CondoluciLuisella BonominiGabriela ForestieriRicardo KochDeborah PiffarettiKatia PiniMaria Cristina PirosaMicol Giulia CittoneAlberto J ArribasMarco LucioniGuido GhilardiWei WuLuca ArcainiMaria Joao BaptistaGabriela BastidasSílvia BeàRenzo BoldoriniAlessandro BroccoliMarco Matteo BühlerVincenzo CanzonieriLuciano CascioneLuca CerianiSergio B CogliattiPaolo CorradiniEnrico DerenziniLiliana DevizziSascha DietrichAngela Rita EliaFabio FacchettiGianluca GaidanoJuan Fernando GarcíaBernhard GerberPaolo GhiaMaria Gomes da SilvaGiuseppe GrittiAnna GuidettiFelicitas HitzGiorgio Ga InghiramiMarco LadettoArmando López-GuillermoElisa LucchiniAntonino MaioranaRoberto MarascaEstella MatutesVéronique MeigninMichele MerliAlden A MocciaManuela MollejoCarlos MontalbanUrban NovakDavid Graham OscierFrancesco PassamontiFrancesco A PiazzaStefano PizzolittoAlessandro RambaldiElena SabattiniGilles Andre SallesElisa SantambrogioLydia ScarfoAnastasios StathisGeorg StussiJulia Turbiner GeyerGustavo TapiaCorrado TarellaCatherine ThieblemontThomas TousseynAlessandra TucciGiorgio VaniniCarlo ViscoUmberto VitoloRenata WalewskaFrancesco ZajaThorsten ZenzPier Luigi Luigi ZinzaniHossein KhiabanianArianna CalcinottoFrancesco BertoniGovind BhagatElias CampoLaurence de LevalStefan DirnhoferStefano A PileriMiguel A PirisAlexandra Traverse-GlehenAlexandar TzankovMarco PaulliMaurilio PonzoniLuca MazzucchelliFranco CavalliEmanuele ZuccaDavide RossiPublished in: Blood (2021)
Splenic marginal zone B-cell lymphoma (SMZL) is a heterogeneous clinico-biological entity. The clinical course is variable, multiple genes are mutated with no unifying mechanism, essential regulatory pathways and surrounding microenvironments are diverse. We sought to clarify the heterogeneity of SMZL by resolving different subgroups and their underlying genomic abnormalities, pathway signatures and microenvironment compositions to uncover biomarkers and therapeutic vulnerabilities. We studied 303 SMZL spleen samples collected through the IELSG46 multicenter, international study (NCT02945319) by using a multiplatform approach. We carried out genetic and phenotypic analyses, defined self-organized signatures, validated the findings in independent primary tumor meta-data and in genetically modified mouse models, and determined correlations with outcome data. We identified two prominent genetic clusters in SMZL, termed NNK (58% of cases, harboring NF-κB, NOTCH and KLF2 modules) and DMT (32% of cases, with DNA-damage response, MAPK and TLR modules). Genetic aberrations in multiple genes as well as cytogenetic and immunogenetic features distinguished NNK- from DMT-SMZLs. These genetic clusters not only have distinct underpinning biology, as judged by differences in gene-expression signatures, but also different outcome, with inferior survival in NNK-SMZLs. Digital cytometry and in situ profiling segregated two basic types of SMZL immune microenvironments termed immune-suppressive SMZL (50% of cases, associated with inflammatory cells and immune checkpoint activation) and immune-silent SMZL (50% of cases, associated with an immune-excluded phenotype) with distinct mutational and clinical connotations. In summary, we propose a nosology of SMZL that can implement its classification and also aid in the development of rationally targeted treatments.
Keyphrases
- genome wide
- copy number
- dna methylation
- gene expression
- dna damage response
- single cell
- stem cells
- oxidative stress
- transcription factor
- immune response
- mouse model
- machine learning
- deep learning
- diffuse large b cell lymphoma
- toll like receptor
- inflammatory response
- electronic health record
- clinical trial
- dna repair
- lps induced
- nuclear factor
- cross sectional
- solid state