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We performed a comprehensive multicohort analysis of gene expression, gene fusions, and RNA splicing alterations to uncover molecular signatures potentially linked to the observed poor outcome. We identified 87 fusions with significant allele frequency across patients and shared functional impacts, suggesting common mechanisms across fusions. We further identified a gene expression signature that predicts high risk independently of the gene fusion background and includes the upregulation of the splicing factor SRRM1. Experiments in B-ALL cell lines provided further evidence for the role of SRRM1 on cell survival, proliferation, and invasion. Supplementary analysis revealed that SRRM1 potentially modulates splicing events associated with poor outcomes through protein-protein interactions with other splicing factors. Our findings reveal a potential convergent mechanism of aberrant RNA processing that sustains a malignant phenotype independently of the underlying gene fusion and that could potentially complement current clinical strategies in infant B-ALL.<\/jats:p>","DOI":"10.1093\/narcan\/zcac041","type":"journal-article","created":{"date-parts":[[2022,12,9]],"date-time":"2022-12-09T02:26:28Z","timestamp":1670552788000},"source":"Crossref","is-referenced-by-count":14,"title":["A convergent malignant phenotype in B-cell acute lymphoblastic leukemia involving the splicing factor SRRM1"],"prefix":"10.1093","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9302-337X","authenticated-orcid":false,"given":"Adria","family":"Closa","sequence":"first","affiliation":[{"name":"The Shine-Dalgarno Centre for RNA Innovation, John Curtin School of Medical Research, Australian National University , Canberra, Australia"},{"name":"Centre for Computational Biomedical Sciences, John Curtin School of 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