<HashMap><database>ENA</database><scores/><additional><omics_type>Genomics</omics_type><center_name>University of Nebraska Medical Center</center_name><full_dataset_link>https://www.ebi.ac.uk/ena/browser/view/PRJNA1131839</full_dataset_link><scientific_name>Homo sapiens</scientific_name><long_description>Mantle cell lymphoma (MCL) is a genetically and clinically heterogeneous B-cell malignancy. We study two MCL cohorts with differing treatment patterns: one enriched for immunochemotherapy, the other for chemotherapy alone. TP53 alterations are consistently associated with poor prognosis, whereas ATM mutations correlate with improved outcomes following rituximab-based chemotherapy. Based on recurrent genetic events, six clusters are identified and refined into three prognostic groups: high-risk (TP53 mutations and deletions at 17p13.3, 13q14.2, and 19p13.3), intermediate-risk (ATM and epigenetic regulator mutations, or gains at 8q/17q/15q), and low-risk (lacking TP53 alterations, rare ATM mutations without 11q deletions, gains at 3q, deletions at 6q). Transcriptomic analysis reveals enrichment of proliferation, metabolism-promoting gene signatures in high-risk angiogenesis and NOTCH signaling in intermediate-risk and proinflammatory-related (i.e., IFNα, TNFα) in low-risk MCLs. Multi-proteomic spatial profiling using imaging mass cytometry (IMC) demonstrates enrichment of CD4⁺ T cells with high expression of exhaustion markers and dominant population of myeloid cells skewed toward an M2-like phenotype. Spatially, TP53-perturbed MCLs are immune infiltrated but exhausted, while ATM-perturbed cases remain immune-cold with dense tumor. Functional analysis shows that p53 represses BCR signaling through PTPN6 activation. Collectively, these findings highlight distinct molecular and immune landscapes and reveal therapeutic vulnerabilities in high-risk TP53-perturbed MCL. Overall design: TP53 KO and R248Q mutation were created in TP53-wt MCL cell line Z-138. The isogenic pairs were treated with AMG-232 for 24 hours to activate p53, followed by RNA-seq. Dox-inducible wt-TP53 was introduced into TP53-deficient MCL cell lines Marver-1 and Mino. The isogenic pairs were treated with Dox for 12h, followed by RNA-seq.</long_description><repository>ENA</repository></additional><is_claimable>false</is_claimable><name>Functional genomics and tumor microenvironment analysis reveal prognostic biological subtypes in Mantle cell lymphoma</name><description>Functional genomics and tumor microenvironment analysis reveal prognostic biological subtypes in Mantle cell lymphoma</description><dates><last_updated>2025-09-24</last_updated><first_public>2025-09-08</first_public></dates><accession>PRJNA1131839</accession><cross_references><GEO>GSE271503</GEO><taxon>9606</taxon></cross_references></HashMap>