RNA splicing factor mutations drive myeloid neoplasm oncogenesis through protein complex poisoning

Moura, P. L.; Branca, R. M. M.; Kaminskiy, Y.; Siavelis, I.; Shrung, K. R.; Hofmann, S.; Perraki, C. M.; Argyriou, A.; Fazeli, S.; Nakagawa, M. M.; Mortera-Blanco, T.; Boettcher, S.; Kubaczka, C.; Schlaeger, T. M.; Creignou, M.; Barbosa, I.; Björklund, A.-C.; Hillberg Widfeldt, M.; Bosch, D.; Massaar, S.; Sanders, M.; Fagerström-Billai, F.; Rowe, G.; Woll, P. S.; Jacobsen, S. E. W.; Ungerstedt, J.; Nannya, Y.; Lundin, V.; Ogawa, S.; Lehtiö, J.; Hellström-Lindberg, E.

doi:10.64898/2026.09.29.754980

Home/Archive/bioRxiv

bioRxiv · 10.64898/2026.09.29.754980

RNA splicing factor mutations drive myeloid neoplasm oncogenesis through protein complex poisoning

View original source ↗Export metadata ↓

Abstract

RNA splicing factor mutations (SFmut) are founding oncogenic events which cause RNA splicing errors with unpredictable gene expression dynamics. Despite extensive transcriptomic studies, SFmut cancer-initiating mechanisms remain elusive. Among SFmut cancers, myeloid neoplasms (MN) alone offer a setting where true cancer-driving SFmut stem cells can be identified, namely the hematopoietic stem cell (HSC). Within a cohort of 62 MN patients and 20 healthy donors, we conducted long/short-read single-cell transcriptomics (10X-ONT, n = 21) and immunophenotype-resolved low-cell proteomics (pauciproteomics, n = 78) to resolve gene expression, RNA splicing and protein expression dynamics across healthy and SFmut MN hematopoiesis. During hematopoietic differentiation, SFmut RNA mis-splicing decouples proteotranscriptomic dynamics in a mutation-specific manner. Pauciproteomics defines the functional effects of SFmut RNA mis-splicing on the protein layer, identifying early-stage protein effects which poison entire functional protein complexes and progressively disrupt the proteome-wide network during cellular maturation. Importantly, this information could neither be resolved nor predicted by transcriptomic analyses. Finally, we functionally validate the proteome dynamics of HSC through induced pluripotent stem cell culture models of early hematopoietic differentiation, identifying candidate mechanisms for SFmut oncogenesis. Overall, these data elucidate SFmut MN disease biology with unprecedented granularity, defining the molecular consequences of SFmut RNA mis-splicing and offering a generalizable framework for cancer stem cell studies.

Explore related subjects

cancer biology Preprint

Keep this discovery

Explore connections, maps & timelines

BibTeX RIS

Moura, P. L., Branca, R. M. M., Kaminskiy, Y., Siavelis, I., Shrung, K. R., Hofmann, S., Perraki, C. M., Argyriou, A., Fazeli, S., Nakagawa, M. M., Mortera-Blanco, T., Boettcher, S., Kubaczka, C., Schlaeger, T. M., Creignou, M., Barbosa, I., Björklund, A.-C., Hillberg Widfeldt, M., Bosch, D., Massaar, S., Sanders, M., Fagerström-Billai, F., Rowe, G., Woll, P. S., Jacobsen, S. E. W., Ungerstedt, J., Nannya, Y., Lundin, V., Ogawa, S., Lehtiö, J., Hellström-Lindberg, E.. 2026-09-30. RNA splicing factor mutations drive myeloid neoplasm oncogenesis through protein complex poisoning. https://doi.org/10.64898/2026.09.29.754980

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

bioRxiv2026

Dual inhibition of p38α MAPK and Casein kinase δ/ϵ as a novel treatment strategy for AR-independent and taxane-resistant advanced prostate cancer

Prostate cancer (PCa) is the most commonly diagnosed cancer and the second leading cause of cancer death among US men. Metastatic castration-resistant PCa (mCRPC) is a clinically advanced form of PCa, often associated with increased aggressiveness, metastatic potential, morbidity, and a higher risk of developing resistance to taxanes (TX), the first-line chemotherapy for mCRPC. Furthermore, cancer stemness and epithelial to mesenchymal trans-differentiation (EMT) potentially contribute to aggressiveness and the development of drug resistance in mCRPC. Here, we applied our drug development pipeline, secDrug, which utilizes a pharmacogenomics data-driven computational algorithm, to demonstrate that TAK-715 - a dual inhibitor of p38 MAPK and Casein kinase {delta}/{epsilon}, is a promising treatment for these advanced/lethal variants of PCa. Using in vitro cytotoxicity assays followed by cell-based functional assays in a panel of mCRPC cell lines representing TX-sensitive mCRPC, clonally derived TX-resistant lines, and a highly aggressive metastatic variant of mCRPC, we demonstrated the efficacy of TAK-715 treatment as a single agent and in combination with TX, including cancer stem-like cells. Further, we showed that the apoptotic effects of TAK-715 occur via a mitochondrial-mediated pathway. Bulk tumor RNA sequencing followed by pathway analysis identified genes associated with mitochondrial dysfunction and cell cycle arrest as the top molecular networks associated with TAK-715 single-treatment. HES1, a gene associated with nodal metastasis and PCa progression, was the top differentially expressed gene. Single-cell transcriptomics analysis revealed that TAK-715 treatment erodes the subclonal populations responsible for cancer stemness, metastasis, and drug resistance. The clinical significance of these findings was validated in silico using multiple patient datasets. Our results suggest that TAK-715 treatment has the potential to decrease oncogenic progression and cancer stem cell-like activity in drug-resistant, aggressive, and stem-like mCRPC cells.

cancer biology↗

bioRxiv2026

Endothelial AMBRA1 loss contributes to vascular dysregulation facilitating metastatic progression in early-stage melanoma

Validated biomarkers for identifying patients with early-stage melanomas at high risk of metastasis are limited. We have previously shown that loss of Activating Molecule in Beclin-1-Regulated Autophagy (AMBRA1) and loricrin in the epidermal microenvironment is associated with tumour recurrence. Here we show that endothelial AMBRA1 deficiency contributes to vascular dysfunction and melanoma progression. Melanoma-conditioned media or exposure to TGF{beta}1-3 ligands induced post-transcriptional loss of AMBRA1 in endothelial cells. Transcriptomic profiling in both in vitro and human melanoma single-cell RNA sequencing datasets showed activation of cell-cycle and metabolic programmes alongside suppression of endothelial junction, adhesion and immune-supportive pathways in AMBRA1-deficient endothelial cells. Functionally, AMBRA1 loss increased endothelial cell proliferation, accelerated early tubulogenesis, impaired three-dimensional spheroid adhesion, stabilised endothelial-to-mesenchymal transition-associated transcription factors Slug and Snail, and reduced Claudin-5, VE-cadherin and N-cadherin, indicative of endothelial plasticity and dysfunction. Furthermore, loss of AMBRA1 in a subset of intratumoural and peritumoural blood and lymphatic vessels correlated significantly with metastatic progression in a cohort of 121 non-ulcerated primary AJCC stage I/II melanomas classified as AMBLor at-risk. Collectively, these findings position endothelial AMBRA1 as a regulator of vascular plasticity, dysfunction, and immune-supportive endothelial function in early-stage melanomas, and a marker of a permissive microenvironment associated with metastasis.

cancer biology↗

bioRxiv2026

Novel Replication Stress-Associated High-Grade Serous Ovarian Cancer Models Recapitulate Diverse Tumour Ecosystems and Enable Preclinical Studies

Abstract Background: High-grade serous ovarian cancer (HGSC) is characterized by extensive genomic heterogeneity and frequent alterations that promote replication stress (RS). Although RS has emerged as a promising therapeutic vulnerability, it remains unclear whether distinct RS-associated genomic alterations generate similar tumour states or drive unique biological programs and therapeutic dependencies. Methods: We developed and characterized a panel of syngeneic HGSC models representing recurrent RS-associated alterations, including overexpression of Ccne1, Brd4, Myc, Ndrg1, Pik3ca, and Brca1 heterozygosity, alongside previously established Pten/Nf1-deficient and Myc overexpressing models. Tumour fitness, transcriptomic programs, histopathology, extracellular matrix composition, immune organization, and therapeutic vulnerabilities were assessed using subcutaneous (s.c.) and intraperitoneal (i.p.) allografts, RNA sequencing (RNAseq), mass spectrometry (MS), cyclic-immunofluorescence (Cyc-IF), and preclinical therapeutic studies. Results: RS-associated genotypes exhibited marked differences in tumour fitness and generated distinct tumour ecosystem states despite sharing a common genetic background. Tumours harbouring BRCA1 heterozygosity displayed reduced tumour fitness, mesenchymal features, extracellular matrix remodelling, stromal expansion, and immune-excluded phenotypes. In contrast, tumours co-expressing Ccne1 and Brd4 exhibited the highest RS level together with strong activation of DNA damage response pathways and limited immune infiltration. Immune characterization identified immune-desert, immune-suppressed, and immune-excluded states across models, demonstrating substantial genotype-dependent immune heterogeneity. Elevated CD47 expression emerged as a defining feature of the Ccne1/Brd4 tumour state and was confirmed in human HGSC specimens with high CCNE1 and BRD4 protein expression. Therapeutic targeting of ATR and CD47 in intraperitoneal Ccne1/Brd4 allografts reduced tumour burden and induced histopathological responses compared with either monotherapy alone, supporting the translational relevance of this RS-high tumour state. Conclusions: Distinct RS-associated alterations do not converge on a common HGSC phenotype but instead generate diverse tumour ecosystem states with unique effects on tumour fitness, stromal remodelling, immune organization, and therapeutic vulnerabilities. These findings highlight the importance of considering the genetic origin of RS when developing therapeutic strategies and establish a framework for investigating genotype-specific vulnerabilities in HGSC.

cancer biology↗