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Cancer Discovery

American Association for Cancer Research (AACR)

All preprints, ranked by how well they match Cancer Discovery's content profile, based on 61 papers previously published here. The average preprint has a 0.08% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.

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Genomic and Transcriptomic Landscapes of MEN1-Wild-Type Low-Grade Metastatic Pancreatic NETs Uncover Key Oncogenic Drivers and Targetable Pathways

Uddin, M. H.; Mahdi, Z.; Muqbil, I.; Herring, B. R.; Bart, R. J.; Khan, H. Y.; Li, Y.; Aboukameel, A.; Bannoura, S. F.; Jimenez, H.; Johansen, A.; Al-Hallak, M. N.; Azar, I.; Mohamed, A.; Hadid, T.; Vaishampayan, N.; Shi, Y.; Wan, Y.; Ong, V.; Dyson, G.; Beydoun, R.; Tobon, M.; Beal, E. W.; Chen, H.; Shields, A. F.; Philip, P. A.; Beebe-Dimmer, J.; Mohammad, R. M.; Pasche, B. C.; El-Rayes, B. E.-R. F.; Azmi, A. S.

2025-12-10 cancer biology 10.64898/2025.12.07.692731 medRxiv
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Sporadic pancreatic neuroendocrine tumors (pNETs) with wild type MEN1 represent a major yet largely ignored subset whose biology and metastatic potential remain poorly understood. Because metastasis can occur despite low histologic grade and modest mutational burden, we hypothesized that metastatic competence in MEN1-wild-type pNETs reflects quantitative reinforcement of shared oncogenic pathways rather than distinct mutational processes. We profiled 75 primary low-grade pNETs by whole-exome and RNA sequencing, including 25 percent with lymph node and/or liver metastasis, and integrated genomic and transcriptomic data to connect pathway lesions with expression state. Metastatic tumors showed a slight increase in mutation frequency but conserved base-substitution spectra relative to non-metastatic cases, and adverse clinicopathologic features were enriched in Grade 2 disease. Aggregating alterations to pathways revealed broad convergence on canonical networks, with transcriptomic analyses demonstrating cohort-wide enrichment of Calcium, WNT, and KRAS/PI3K-AKT programs in metastasis. Intersection of significantly mutated genes with differentially expressed genes identified a focused 29-gene overlap, including RYR1 and ZNF273, that marks these convergent axes and distinguishes metastatic from non-metastatic tumors. Gene set enrichment confirmed preferential activation of Calcium, WNT, and PI3K-AKT signaling in metastatic tumors, consistent with a network-intensity model of progression. Finally, upstream-regulator analysis (iPathwayGuide) and gene-centric perturbation mapping (Gene2Drug) nominated candidate targeted and repurposable agents predicted to reverse the metastatic expression phenotype and flagged drugs unlikely to provide benefit, yielding a prioritized, testable therapeutic shortlist which includes fasudil and spaglumic acid. Convergent, domain-specific mutational patterns in highly mutated genes such as ZNF273 and CLCA1 define a molecular signature that could stratify metastatic risk in low-grade pNETs. Collectively, our data reframe metastasis in MEN1-wild-type low-grade pNETs as a property of pathway state rather than mutation quantity and provide a translational blueprint for biomarker-guided therapy development focused on Calcium, WNT, and KRAS/PI3K hubs.

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Changes in the Transcriptome and Synthetic Lethal Dependencies Following KRAS Mutant Expression Reveal Profound Tissue-Specificity

Martin, T. D.; Choi, M. Y.; McBride, J.; Elledge, S. J.

2026-05-04 cancer biology 10.64898/2026.04.30.721990 medRxiv
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Oncogenic KRAS mutations exhibit a striking tissue-restricted tropism, occurring with high frequency in pancreatic, colorectal, and lung adenocarcinomas while remaining rare in other lineages. The molecular basis for why these specific tissues are uniquely permissive to KRAS transformation, and how this context shapes therapeutic vulnerabilities, remains poorly defined. Here, we utilized CRISPR-mediated genome engineering to generate endogenous, conditional KRAS-mutant isogenic cell line models across three primary permissive lineages (lung, colon, and pancreas) and the non-permissive breast lineage. Integrated genome-wide CRISPR fitness screens and comparative transcriptome analyses revealed that KRAS-driven synthetic lethal (SL) dependencies are profoundly shaped by their tissue of origin. Strikingly, we observed minimal overlap in SL hits across lineages, with only three genes shared among the permissive lines, suggesting that the KRAS oncogene operates through divergent, context-specific genetic networks. Mechanistically, we show that KRAS activation induces a universal MYC-driven metabolic signature, but the specific machinery required to sustain this state is lineage-restricted. We identified a dependency on the diphthamide synthesis pathway to maintain translational fidelity amidst a KRAS-induced hyper-translational state. These findings demonstrate that even when driven by the same oncogene, tumors exhibit distinct regulatory landscapes and unique genetic vulnerabilities. Our results provide a framework for developing lineage-aware therapeutic strategies, moving beyond universal KRAS inhibition toward targeted interventions tailored to a tumors specific tissue context. SIGNIFICANCE STATEMENTWhile KRAS mutations drive a significant portion of human malignancies, their prevalence is strikingly restricted to specific lineages, namely pancreatic, colorectal, and lung tissues. This tissue-restricted tropism suggests that oncogenic KRAS does not operate in a vacuum but requires a permissive, tissue-specific molecular landscape to sustain tumorigenesis. By integrating comparative transcriptome analyses with functional genomics across four isogenic lineages, we demonstrate that KRAS synthetic lethal dependencies are not universal but are hardwired to the cell of origin. This work establishes a framework for tissue lineage-aware oncology, shifting treatment paradigms from targeting the KRAS mutation alone to targeting the specific genetic networks, defined by the tissue of origin, that sustain KRAS-driven growth.

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Multi-omic analysis of lung tumors defines pathways activated in neuroendocrine transformation

Quintanal-Villalonga, A.; Taniguchi, H.; Hasan, M. A.; Meng, F.; Uddin, F.; Donoghue, M.; Won, H. H.; Chavan, S. S.; Chan, J. M.; Ciampricotti, M.; Chow, A.; Offin, M.; Chang, J. C.; Ray-Kirton, J.; Egger, J.; Bhanot, U. K.; Silber, J.; Iacobuzio-Donahue, C. A.; Roehrl, M. H.; Hollmann, T.; Yu, H. A.; Rekhtman, N.; Poirier, J. T.; Houck-Loomis, B.; Koche, R. P.; Rudin, C. M.; Sen, T.

2020-12-03 cancer biology 10.1101/2020.12.02.408476 medRxiv
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Lineage plasticity, a capacity to reprogram cell phenotypic identity under evolutionary pressure, is implicated in treatment resistance and metastasis in multiple cancers. In lung adenocarcinomas (LUADs) amenable to treatment with targeted inhibitors, transformation to an aggressive neuroendocrine (NE) carcinoma resembling small cell lung cancer (SCLC) is a recognized mechanism of acquired resistance. Defining molecular mechanisms of NE transformation in lung cancer has been limited by a paucity of well annotated pre- and post-transformation clinical samples. We hypothesized that mixed histology LUAD/SCLC tumors may capture cancer cells proximal to, and on either side of, histologic transformation. We performed detailed genomic, epigenomic, transcriptomic and proteomic characterization of combined LUAD/SCLC tumors as well as pre- and post-transformation clinical samples. Our data support that NE transformation is primarily driven by transcriptional reprogramming rather than mutational events. We identify genomic contexts in which NE transformation is favored, including frequent loss of the 3p chromosome arm in pre-transformation LUADs. Consistent shifts in gene expression programs in NE transformation include induction of several stem/progenitor cell regulatory pathways, including upregulation of PRC2 and WNT signaling, and suppression of Notch pathway activity. We observe induction of PI3K/AKT and an immunosuppressive phenotype in NE transformation. Taken together our findings define a novel landscape of potential drivers and therapeutic vulnerabilities of NE transformation in lung cancer.

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Characterization and therapeutic suppression of KEAP1-NRF2-driven resistance to KRAS inhibitors in pancreatic and lung cancer

Chang, W.-H.; Vaughan, A. J.; Stamey, A. G.; Mancini, M.; Hayashi, M.; Yang, R.; Robb, R.; Andrussier, D.; Klomp, J. A.; Waters, A. M.; Schaefer, A.; Wolpin, B. M.; Bryant, K. L.; Cox, A. D.; Simabuco, F. M.; Wong, K.-K.; Aguirre, A. J.; Stalnecker, C. A.; Papagiannakopoulos, T.; Der, C. J.

2026-04-21 cancer biology 10.64898/2026.04.18.719329 medRxiv
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The recent approval of KRAS inhibitors supports the therapeutic value of targeting mutant KRAS cancers. However, clinical efficacy is hindered by both primary and treatment-associated acquired resistance. We applied a CRISPR-Cas9 loss-of-function screen and identified loss of KEAP1 as a resistance mechanism to the KRASG12D-selective inhibitor MRTX1133 and the RAS(ON) multi-selective inhibitor RMC-7977 in pancreatic cancer models. RNA-sequencing analyses revealed a KEAP1KO transcriptome that is distinct from the ERK-, MYC-, and YAP/TAZ-TEAD-dependent transcriptional programs that drive KRAS inhibitor resistance, demonstrating a distinct mechanism of resistance. We then established a PDAC KEAP1-deficient (PKD) gene signature that was enriched in patients and preclinical models insensitive to KRAS inhibitor treatment. Finally, we observed that KEAP1-deficient cells exhibited elevated glutamine metabolism, and combination treatment with the glutamine antagonist DRP-104 (sirpiglenastat) enhanced KRAS inhibitor suppression of pancreatic and lung tumors. SIGNIFICANCEKEAP1 loss is associated with reduced response to KRAS inhibitor therapy. We demonstrate that KEAP1 loss-associated resistance can be overcome by pharmacologic inhibition of the KEAP1 loss-induced glutamine dependency, establishing a combination to enhance RAS inhibitor clinical efficacy.

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Exploiting TGF-β-mediated Stromal Programming in Homologous Recombination-Deficient Pancreatic Cancer

Roger, E.; Mummey, H. M.; Zimmer, E.; Srinivasan, D.; Härle, A.; Moubri, L.; Beutel, A. K.; Singh, R.; Ekizce, M.; Melzer, M. K.; Lee, Y.; Silva, A.; Härle, L.; Engleitner, T.; Arnold, F.; Morawe, M.; Naggay, B.; Schneider, J.; Gilberg, L.; Mosler, J. P.; Ludwig, C.; Meng, C.; Hirschenberger, M.; Hunszinger, V.; Kluck, K.; Kirchner, M.; Volckmar, A.-L.; Wirth, M.; Alhamdani, M. S. S.; Hoheisel, J. D.; Löhr, J.- M.; Seufferlein, T.; Abaei, A.; Kemkemer, R.; Rad, R.; Budczies, J.; Mulaw, M.; Hermann, P. C.; Hänle, M.; Sparrer, K. M.; Halbrook, C. J.; Gaulton, K. J.; Steinestel, K.; Stenzinge

2025-09-18 cancer biology 10.1101/2025.09.16.676458 medRxiv
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The tumor microenvironment (TME) actively contributes to pancreatic ductal adenocarcinoma (PDAC) pathogenesis through dynamic bidirectional tumor-stroma interactions. Here, we demonstrate that homologous recombination-defective (HRD) tumor epithelium reprograms the TME in a genotype-specific manner to enhance cancer aggressiveness. Using genetically engineered mouse models, pancreatic stellate cell (PSC) and cancer-associated fibroblast (CAF) co-culture systems, single-nucleus multiomics, and human PDAC models, we show that tumoral loss of ATM serine/threonine kinase drives CAFs toward SMA+ myofibroblastic differentiation, independently of P53 status. These myCAFs, in turn, promote cancer aggressiveness and chemoresistance. Mechanistically, ATM deficiency increases reactive oxygen species and contractility signaling, enhancing TGF-{beta}1 secretion. Pharmacological TGF-{beta} inhibition reverses myCAF differentiation, sensitizes tumors to chemotherapy, and impairs tumor progression in both murine and human ATM-null models. Our findings reveal that ATM-deficient tumors shape a cancer-promoting niche via TGF-{beta} signaling and identify dual targeting of intrinsic and extrinsic vulnerabilities as a promising precision oncology strategy. SIGNIFICANCEHRD pancreatic cancers reprogram the tumor microenvironment in a genotype-specific manner through TGF-{beta}-driven myCAF-enrichment. Targeting this stromal axis alongside platinum-based chemotherapy improves therapeutic efficacy in ATM-deficient models. These findings highlight the need to integrate epithelial genotype and stromal context for truly personalized treatment strategies in PDAC.

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Conserved Neuronal-like and Secretory Programs Define the Spatial Architecture of Gastroenteropancreatic Neuroendocrine Tumors

Karam, J.; Hoffman, S. E.; Garza, A.; Gui, D.; Hoffman, H. I.; Titchen, B. M.; Tanaka, Y.; Pimenta, E.; Pappa, T.; Valderrbano, L.; Bi, K.; Gillani, R.; Brais, L.; Shannon, E.; Hornick, J. L.; Park, J.; Chan, J.; Van Allen, E.

2025-12-29 cancer biology 10.64898/2025.12.28.696762 medRxiv
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Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) are clinically heterogeneous malignancies whose biology and microenvironmental organization remain poorly understood. Here, we integrated single-nucleus multiomic (snRNA-seq and snATAC-seq) and spatial transcriptomic profiling across 38 well-differentiated pancreatic (pNET) and small-intestinal (siNET) tumors to define conserved malignant programs, their regulatory circuits, and spatial niches. We observed two conserved malignant cell programs spanning a continuous transcriptional spectrum: a neuronal-like program (si-cNMF1/p-cNMF1), and a secretory neuroendocrine program (si-cNMF2/p-cNMF2). Matched chromatin accessibility profiles uncovered distinct, tissue-specific regulatory networks, including MAX::MYC and MITF transcription factor binding motifs in siNETs versus ISL1 and TFAP4 in pNETs, indicating organ-specific epigenetic control. Spatial transcriptomic analyses revealed that si/p-cNMF1-high regions localized to high cell density, immune-rich tumor areas, whereas si/p-cNMF2-high regions occupied stromal and vascularized niches and co-occured with fibroblast and endothelial compartments enriched for TGFB1-ITGB1, VEGFA-FLT1, and LAMA2-ITGA1 signaling. Across both tumor types, the cNMF2 program was enriched in metastatic lesions and was enrichedfor pro-fibrotic and pro-angiogenic gene signatures. Thus, GEP-NETs are organized along a conserved neuronal-to-secretory axis defined by distinct epigenetic programs and spatially coupled to specific microenvironmental niches. This framework unifies NET heterogeneity across organ sites and identifies pathway-specific, microenvironment-linked vulnerabilities for therapeutic targeting.

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PRC2 Inactivating Mutations in Cancer are Synthetic Lethal with DNMT1 Targeted Therapy via Enhanced Viral Mimicry

Patel, A. J.; Warda, S.; Maag, J. L. V.; Misra, R.; Miranda-Roman, M. A.; Pachai, M. R.; Lee, C. J.; Li, D.; Wang, N.; Bayshtok, G.; Meng, Y.; Wong, E. W. P.; Yan, J.; Giff, E.; Pappalardi, M. B.; McCabe, M. T.; Fletcher, J. A.; Scandura, J. M.; Koche, R. P.; Glass, J. L.; Antonescu, C. R.; Zheng, D.; Chen, Y.; Chi, P.

2022-05-29 cancer biology 10.1101/2022.05.28.493429 medRxiv
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Polycomb Repressive Complex 2 (PRC2) establishes and maintains di- and tri-methylation at histone 3 at lysine 27 (H3K27me2/3) in the genome and plays oncogenic and tumor suppressor roles in context-dependent cancer pathogenesis. While there is clinical success of therapeutically targeting PRC2 core component, EZH2, in PRC2-dependent cancers (e.g., follicular lymphoma, epithelioid sarcoma), it remains an unmet therapeutic bottleneck in PRC2-inactivated cancer. Biallelic inactivating mutations in PRC2 core components are a hallmark feature of high-grade malignant peripheral nerve sheath tumor (MPNST), an aggressive subtype of sarcoma with poor prognosis and no effective targeted therapeutics. Using a custom RNAi-based drop out screen, we observed that PRC2-inactivation is synthetic lethal with DNA methyltransferase 1 (DNMT1) downregulation; we further observed that small molecule DNMT inhibitors (DNMTis) resulted in enhanced cytotoxicity and antitumor response in PRC2-loss cancer context in vitro and in vivo. Mechanistically, DNMTi-mediated de-repression of retrotransposons (e.g., endogenous retroviral elements (ERVs)/LTR, LINE, SINE) and gene targets is partly restricted by PRC2, which potentially contributes to limited therapeutic activity in PRC2-wild-type (wt) cancer context. In contrast, DNMTi treatment synergizes with PRC2 inactivation and cooperatively amplifies the expression of retrotransposons (e.g., ERV/LTR, LINE, SINE), and subsequent viral mimicry response that promotes robust cell death in part through PKR-dependent double stranded-RNA (dsRNA) sensing. Collectively, our observations posit DNA methylation as a safeguard against anti-tumorigenic cell fate decisions in the context of PRC2-inactivation to promote cancer pathogenesis. Further, they identified a novel targeted therapeutic strategy in PRC2-inactivated MPNST and delineated the PRC2-inactivated cancer context for future preclinical exploration and clinical investigation of DNMT1-targeted therapies in cancer. SIGNIFICANCEPRC2-inactivation drives oncogenesis in various cancers but therapeutically targeting PRC2-loss has remained challenging. Here we show that PRC2 inactivating mutations sets up a tumor context-specific liability for synthetic lethal interaction with genetic and therapeutic inhibition of DNMT1. DNMT1 inhibitor-induced cytotoxicity in PRC2-loss cancer context is accompanied by innate immune signaling signature through PKR-mediated sensing of endogenous retrotransposons. These observations posit a therapeutic window via direct anti-tumor effect by DNMT1 inhibitors in PRC2-loss cancers, and point to potentials to be combined with innovative immunotherapeutic strategies to capitalize on innate immune signaling activation.

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Consensus molecular subtypes define distinct evolutionary trajectories of biliary tract cancers

Beaudry, F. E. G.; Yendi, D.; Arshinoff, D.; Light, N.; Perrotti, S.; Winter, E.; Cristant, L. R.; Xu, A.; Wilson, J.; Dodd, A.; Bucur, R.; Chen, E. X.; Elimova, E.; Wong, R.; Mesci, A.; Hosni, A.; Ghanekar, A.; Jang, R.; Shwaartz, C. G.; Reichman, T.; Moulton, C.-A.; Sanz Garcia, E.; O'Kane, G. M.; Tsang, E. S.; Wang, X.; McGilvray, I.; Gallinger, S.; Pugh, T. J.; Sapisochin, G.; Vogel, A.; Knox, J. J.; Notta, F.; Grant, R. C.

2025-12-12 cancer biology 10.64898/2025.12.12.693962 medRxiv
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Biliary tract cancer (BTC) comprises a family of rare malignancies subclassified by anatomy and pathology. However, this scheme may obscure shared biology and limit patient stratification. We therefore performed whole-genome and transcriptome sequencing of 169 tumors enriched for tumor cells by laser capture microdissection to identify shared programs in BTC. Network integration across transcriptomic classes identified two consensus cancer subtypes (CCS). CCS segregates with anatomical location of primary tumor and expressed gene marker analyses suggest subtypes reflect tumor cell of origin differences. CCS display strikingly divergent molecular landscapes, explaining more variance than anatomical location of primary tumor. CCS-B tumors are mutationally loaded with clock-like and APOBEC signatures and extrachromosomal DNA, whereas CCS-A tumors are characterised by chromosome-arm deletions and higher levels of subclonality. We show harnessing the genomic and transcriptomic diversity of BTC uncovers novel biology and improves stratification. SignificanceWe provide evidence that biliary tract consensus cancer subtypes define fundamentally different cancers, with diverging modes of evolution stemming from distinct cells of origin

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Molecular dynamics driving phenotypic divergence among KRAS mutants in pancreatic tumorigenesis

Grimont, A.; Falvo, D. J.; Sisso, W. J.; Zumbo, P.; Chan, C. W.; Santos, F.; Pan, G.; Cleveland, M.; Yaron, T.; Osterhoudt, A. S.; Meng, Y.; Zafra, M. P.; Fall, W. B.; Rendeiro, A. F.; Hissong, E.; Yantiss, R. K.; Betel, D.; Magnuson, M. A.; Leach, S. D.; Rustgi, A. K.; Dow, L. E.; Chandwani, R.

2025-06-01 cancer biology 10.1101/2025.05.28.656689 medRxiv
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Inflammation in the pancreas drives acinar-to-ductal metaplasia (ADM), a progenitor-like state that can be hijacked by mutant Kras in the formation of pancreatic cancer (PDAC). How these cell fate decisions vary according to KRAS mutation remains poorly understood. To define mutation-specific lineage reversion and tumor initiation, we implement novel Ptf1a-TdTomato mice and multiple KRAS mutants across an array of genetic, pharmacologic, and inflammatory perturbations in vivo. Whereas KRASG12D co-opts injury to enable lineage reversion, enhancer reprogramming, and tumor initiation, KRASG12R/V can initiate but not sustain dedifferentiated and neoplastic transcriptional and epigenetic programs. We find the KRASG12R/V defects consist of a failure to invoke robust EGFR signaling and activate Rac1/Vav1, with constitutive Akt activation in vivo sufficient to rescue the tumorigenic potential of KRASG12R. As the marked heterogeneity among KRAS variants begins early in tumorigenesis, these data are crucial to understanding mutation-specific oncogenic trajectories and directing the implementation of KRAS-directed therapeutics. SIGNIFICANCEDefining how KRAS mutants drive distinct outcomes in human pancreatic cancer is critical for developing allele-specific therapeutic approaches. This study unveils a hierarchy among KRASG12D, KRASG12V, and KRASG12R to drive tumor initiation, owing to heterogeneous activation of EGFR, PI3K/AKT, and RAC1 signaling, thus revealing mutation-specific evolutionary paths in pancreatic tumorigenesis.

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The farnesyl transferase inhibitor KO-2806 re-sensitizes relapsing tumors to RAS inhibition

Patel, H. V.; Smith, A. E.; Chan, S.; Gasendo, J. G.; Samantaray, T.; Kessler, L.; Mitra, A.; Zhu, X.; Liu, Y. A.; Burrows, F.; Malik, S.

2024-12-22 cancer biology 10.1101/2024.12.20.629824 medRxiv
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Resistance remains a key issue limiting the clinical benefit from RAS-targeting therapeutic agents and necessitates combination approaches. We identify persistent mTORC1 activity in preclinical KRAS-mutant NSCLC and CRC models as a frequent, nongenetic driver of inherent and adaptive resistance to RAS inhibition. This vulnerability is targetable with the farnesyl transferase inhibitor KO-2806, which blocks mTORC1 activation via RHEB while sparing mTORC2 and its associated toxicities. The addition of KO-2806 to NSCLC or CRC tumors progressing on mutant-selective RAS inhibitors led to rapid and durable tumor regression. In contrast, switching from mutant-selective to pan-RAS inhibitor monotherapy resulted in only stasis of NSCLC tumors and had no effect on CRC tumor progression. Further, the addition of KO-2806 rescued sensitivity of progressing tumors to the pan-RAS inhibitor RMC-6236. Our results establish mTORC1 as an important mediator of escape from RAS inhibition and highlight KO-2806 as a promising RAS companion inhibitor in patients with prior RAS inhibitor exposure. SignificanceUtilizing in vivo models of tumor relapse, we define a subset of RAS inhibitor-resistant tumors in which vertical inhibition of MAPK is insufficient to restore sensitivity. By controlling parallel mTORC1 activity, KO-2806 may expand utility of RAS inhibitors in patients that have progressed on RAS-targeted therapy, regardless of inhibitor class.

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Redundant roles of YES and SRC tyrosine kinases in driving malignant peripheral nerve sheath tumors

Zereg, E.; Voisin, L.; Courcelles, M.; Brochu, S.; Gombos, M.; Bonneil, E.; Karl, G.; Jung, S.; Perreault, C.; Tirode, F.; Thibault, P.; Meloche, S.

2026-02-20 cancer biology 10.64898/2026.02.17.706384 medRxiv
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Malignant peripheral nerve sheath tumors (MPNST) are highly aggressive soft tissue sarcomas that are largely incurable with no clinically effective systemic therapies or immunotherapies for advanced disease. Here, we identify the SRC-family kinases (SFKs) YES and SRC as redundant, essential drivers of MPNST growth. Dual inhibition of YES/SRC activity by genetic silencing or pharmacological SFK inhibitors markedly suppressed the proliferation of multiple NF1-mutant MPNST cell lines. In vivo, conditional genetic depletion of YES/SRC in MPNST cells abrogated tumor growth in subcutaneous and orthotopic models, and dasatinib treatment delayed tumor progression and improved overall survival. Integrated transcriptomic and phosphotyrosine proteomic analyses revealed that YES/SRC inactivation extensively rewires MPNST signaling, coordinately repressing multiple oncogenic signaling pathways and downstream cell cycle transcriptional programs. Unexpectedly, YES/SRC inhibition also upregulated interferon and antigen processing and presentation pathways and increased cell-surface MHC class I expression, consistent with tumor-intrinsic immune reactivation. Clinically, analysis of a large sarcoma cohort demonstrated that YES1 is significantly overexpressed in MPNST compared to benign soft tissue tumors. Collectively, our findings establish YES/SRC as non-oncogene vulnerabilities in MPNST.

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Diverse Mechanisms of SMARCB1 Inactivation and Genome Maintenance Defects in Ultra-Rare Malignant Rhabdoid Tumors

Rasmussen, E.; Mironova, E.; Lai, Z.; Maass, K. K.; Volz, S.; Kurmashev, D.; Pfister, S. M.; Chen, Y.; Kurmasheva, R. T.

2026-03-02 cancer biology 10.64898/2026.02.27.706889 medRxiv
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Malignant rhabdoid tumors (MRTs) are extremely rare and highly aggressive pediatric cancers classically defined by biallelic loss of the SMARCB1 gene, with rare involvement of SMARCA4. However, the molecular mechanisms leading to this loss are not yet fully understood. MRTs occur predominantly in infants, with the highest incidence in children under one year of age. Clinically, they are characterized by early metastatic dissemination and dismal outcomes, with 5-year event-free survival rates below 20%. There are currently no curative therapies for these patients. Here, we performed integrated genomic, transcriptomic, and epigenomic profiling of 16 patient-derived MRT models including intracranial, renal, and soft tissue origins. While SMARCB1 deficiency was ubiquitous, we observed substantial heterogeneity in the mechanisms driving its inactivation. Only two tumors harbored detectable coding single-nucleotide variants in SMARCB1; the predominant mechanisms involved large-scale deletions and broad loss-of-heterozygosity (LOH) on chromosome 22, with extensive LOH in tumors lacking point mutations or focal deletions, consistent with allelic loss as a frequent "second hit." In contrast, SMARCA4 remained intact across all models, reinforcing the mutual exclusivity of SMARCB1 and SMARCA4 alterations. Structural analyses revealed extensive variation, including more than 400 events per tumor on average and candidate gene fusions such as AHI1:MYB, whereas alterations in TP53 and BRCA1/2 genes were infrequent. Transcriptomic and epigenomic profiling showed heterogeneity driven by tissue of origin, disease progression, and therapeutic response, with subtype-specific programs and epigenetic modulation of DNA repair and immune-related genes (SLFN11, MGMT, LIF) linked to treatment sensitivity. Collectively, our findings refine the molecular definition of MRTs, showing that while SMARCB1 loss remains the foundational driver, tumor behavior is further shaped by structural variation, impaired DNA repair pathways, and dynamic epigenetic landscapes. These integrated changes contribute to tumor heterogeneity, progression, and differential therapeutic vulnerabilities. Beyond advancing mechanistic understanding and identifying candidate biomarkers for patient stratification, our multi-omics dataset represents a valuable resource for the research community, supporting future studies and efforts to improve clinical management of this highly aggressive pediatric malignancy.

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HNF1A is a novel BRD4 target and critical for BET-inhibitor response in pancreatic ductal adenocarcinoma

Humphrey, K. S.; Crawford, K. J.; Muppavarapu, B.; Mayberry, M. M.; Morris, W.; Torres, E.; Long, M. D.; Wang, J.; Knudsen, E. S.; Witkiewicz, A. K.; Abel, E. V.

2025-10-02 cancer biology 10.1101/2025.10.01.679805 medRxiv
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Pancreatic ductal adenocarcinoma (PDAC) is an exceedingly lethal cancer that lacks actionable molecular drivers, limiting precision treatment options. We previously identified the transcription factor, HNF1A, as a novel driver of tumorigenesis and pancreatic cancer stem cell (PCSC) properties in PDAC; however, HNF1A-targeting modalities do not currently exist. Here we show that HNF1A is a direct target of the epigenetic reader protein, BRD4, and its expression is exquisitely sensitive to BET-inhibitors (BETi), which inhibit PDAC cell proliferation and block PCSC-properties in a panel of HNF1A-expressing cell lines and patient-derived xenograft cells. Remarkably, we report that the antineoplastic activity of BETi/BRD4 knockdown can be overcome by restoration of HNF1A expression, but not by re-expression of canonical BETi target MYC. RNA-sequencing analyses revealed that a subset of BETi-responsive transcripts is dependent on HNF1A expression, including receptor tyrosine kinases (RTKs), regulators and ligands. Consistent with these data, we found that HNF1A restoration rescued EGFR/ERBB3-signaling and the protective effects of HNF1A restoration could be overcome with EGFR-inhibitors. Furthermore, we found that expressions of HNF1A, BRD4, and ERBB3 were strongly correlated across PDAC patient samples using multispectral immunofluorescence, supporting a connection between these players in PDAC biology, and high expression of ERBB3 associated with better survival, supporting the clinical importance of this network in patient outcomes. These findings demonstrate that BETi can be used to ablate HNF1A expression and that the inhibition of HNF1A is critical for BETi activity, while supporting HNF1A as novel therapeutic target in PDAC. SignificanceThis study demonstrates that the oncogenic transcription factor HNF1A is a direct target of BRD4, and that the ablation of HNF1A by BET-inhibitors is central to their antineoplastic activity in PDAC.

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Serine auxotrophy is a targetable vulnerability driven by PSAT1 suppression in AML

Sinanidis, I.; Tsakiroglou, P.; Dubner, B.; Foertsch, R.; Gondek, J.; Choi, I.; Paun, B.; Zhao, L.; Ghiaur, G.; Dalton, W. B.

2025-05-14 cancer biology 10.1101/2025.05.13.651470 medRxiv
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Serine metabolism is of growing biologic and therapeutic interest in cancer. Upregulation of the serine synthesis pathway (SSP) can fuel tumor growth, and cancers with this phenotype are often sensitive to SSP inhibitors. In parallel, dietary restriction of serine and glycine (SG) can suppress some cancers, but the determinants of sensitivity to this approach are poorly understood. This is especially true in acute myeloid leukemia (AML), where serine metabolism has been less explored. We report that a subset of human AML cell lines and primary samples are completely dependent on external serine, known as serine auxotrophy. These leukemias consistently suppressed the SSP enzyme PSAT1, failed to synthesize serine, responded to SG restriction in vivo, and were rescued by restoring PSAT1. We also found that AML with an SF3B1 K700E mutation showed additional dependence on the SSP enzyme PHGDH, that SG restriction synergized with venetoclax in serine auxotrophic AML, and that MECOM rearrangement was strongly associated with PSAT1 suppression and serine auxotrophy. These findings define a metabolically distinct AML subtype and nominate it for targeting by SG restriction.

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Alternative lengthening of telomeres stratifies complex karyotype sarcomas into distinct genomic and transcriptomic states

Biondi, N.; Ratto, M. L.; Pal, R.; Rausch, T.; Stirl, S.; Villacorta, L.; Hadzic, A.; Knotz, C.; Sieverling, L.; Woge, M. G.; Pfuetze, K.; Geoerg, C.; Erkut, C.; Toprak, U.; Stainczyk, S.; Teleanu, M.-V.; Kreutzfeldt, S.; Horak, P.; Heining, C.; Huebschmann, D.; Kasper, B.; Hohenberger, P.; Schulze-Osthoff, K.; Keilholz, U.; Lang, D. R.; Loersch, A.; Pfarr, N.; Kindler, T.; Brandts, C. H.; Boerres, M.; Metzger, P.; Klauschen, F.; Bauer, S.; Glimm, H.; Froehling, S.; Scholl, C.; Westermann, F.; Rippe, K.; Benes, V.; Cortes-Ciriano, I.; Korbel, J. O.; Brors, B.; Feuerbach, L.; Chudasama, P.

2026-05-20 cancer biology 10.64898/2026.05.17.725728 medRxiv
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Complex karyotype sarcomas (CKS) are heterogeneous mesenchymal malignancies that typically lack recurrent actionable oncogenic drivers and remain therapeutically challenging. Loss of ATRX is a recurrent feature of CKS and defines a particularly high-risk subgroup. ATRX loss is also associated with activation of the alternative lengthening of telomeres (ALT) pathway, and ALT-positive sarcomas have been linked to poor clinical outcomes. However, the molecular underpinnings underlying ALT-status-dependent differences in CKS, as well as the therapeutic vulnerabilities associated with ALT, remain poorly defined. By integrating C-circle-based ALT detection across 776 sarcoma samples with multi-modal sequencing of five CKS subtypes, we find that ALT activity is associated with enriched hallmarks of genomic instability. ALT-positive transcriptomes are dominated by a coordinated DNA damage response and mitotic program, in contrast to oncogenic signaling pathways that drive TERT activation in ALT-negative tumors. Long-read sequencing reveals telomere repeat clusters and telomere-mediated healing at structural breakpoints in ALT-positive tumors. These events also occur on extrachromosomal DNA (ecDNA), linking ALT activity to ecDNA biology. Together, our findings position ALT status as an important stratifying feature of CKS and identify ALT-associated transcriptional programs as potential therapeutic targets.

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MRTX1133 is a potent non-covalent KRAS (G12C) inhibitor with tissue-specific activity

Sianoya, A. C.; Zuo, Y.; Pagba, C. V.; Frost, J. A.; Medina, P. M. B.; Gorfe, A. A.

2025-09-14 cancer biology 10.1101/2025.09.09.674973 medRxiv
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KRAS is a high-value therapeutic target for the treatment of cancer. Two covalent inhibitors, sotorasib and adagrasib, which target a specific codon 12 mutation (G12C), have received accelerated approvals for clinical use. Studies of these inhibitors ushered in the development of new inhibitors such as MRTX1133, that had entered clinical trials as a KRAS (G12D)-selective, non-covalent inhibitor. However, the subsequent failure of sotorasib as monotherapy and the recent termination of an early-phase clinical trial for MRTX1133 indicates that developing clinically effective allele-specific KRAS inhibitors remains a challenge, and that there is a need for further evaluation of KRAS inhibition mechanisms. Here, we show that the reportedly KRAS (G12D)-selective MRTX1133 also binds to G12C mutant KRAS with high affinity and suppresses MAPK signaling in cancer cell lines harboring KRAS (G12C). Intriguingly, its effect on the proliferation of KRAS (G12C) cancer cells is context-dependent; MRTX1133 robustly inhibits the proliferation of the pancreatic cancer cell line MIA PaCa-2 as well as the tumor growth of MIA PaCa-2 mouse xenografts, but it has little effect in lung cancer cells. These findings, together with similar other recent reports, question if allele-specific KRAS inhibitors are truly selective and highlight the need for strategies that take into account tissue and context-specific processes. Significance StatementMRTX1133 is a reportedly selective, non-covalent inhibitor for the KRAS oncogene with a glycine-to-aspartate (G12D) mutation that is present in about 40% of pancreatic cancers. Despite the overwhelming preclinical success, the early-phase clinical trial of MRTX1133 was recently terminated with undisclosed results. Through our in vitro and in vivo studies, we discovered that MRTX1133 is also a potent non-covalent inhibitor of a glycine-to-cysteine (G12C) KRAS mutation that works in pancreatic cancer but not in lung cancer models. Our findings are consistent with other recent reports on the activity of MRTX1133 in non-G12D mutants and highlight challenges in developing true allele-specific KRAS inhibitors via non-covalent mechanisms while also accounting for tissue-specific effects.

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Complementary modes of resistance to EGFR TKI in lung adenocarcinoma through MAPK activation and cellular plasticity

Zatzman, M.; Quintanal-Villalonga, A.; Salehi, S.; Ceglia, N.; Lee, J. J.-K.; Pupo, A. N.; Falcon, C. J.; Rusk, N.; Masilionis, I.; Chaudhary, O.; Manoj, P.; Chaligne, R.; McPherson, A.; Rudin, C. M.; Shah, S. P.; Yu, H. A.

2025-05-10 cancer biology 10.1101/2025.05.07.652714 medRxiv
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EGFR-mutant lung adenocarcinoma (LUAD) represents 20% of all non-small cell lung carcinomas, with most patients presenting with incurable metastatic disease. Treatment with mutant-selective EGFR tyrosine kinase inhibitors (TKIs) results in initial tumor reduction, yet nearly all patients eventually relapse. The mechanisms driving drug resistance are incompletely understood, creating significant barriers to curing metastatic disease. We integrated clinical genomic and single-nuclei RNA (snRNA) sequencing from a cohort of 62 EGFR-mutant LUAD patients treated with the third generation EGFR TKI, osimertinib, and compared treatment-naive (TN), minimal residual disease (MRD), and progressive disease (PD) tumors. We found that disease progression is associated with a marked decrease in alveolar lineage fidelity, coincident with reduced MAPK signaling and adenocarcinoma identity. PD tumors with sustained MAPK pathway activity, such as those with EGFR or MET amplifications, tended to retain adenocarcinoma identity. In contrast, MAPK-low tumors were more likely to undergo histological transformation to squamous or neuroendocrine lineages. Remarkably, we observed rare tumor cell populations prior to treatment that were poorly differentiated, in some cases with neuroendocrine or squamous features. At progression, these histologically divergent tumor cells increased in prevalence, both in cases with overt histological transformation, and in others with sub-clinical histological plasticity. These findings suggest that pre-existing capacity for histologic plasticity may be a substrate for therapy induced selection. Taken together, our results illuminate genomically encoded MAPK signaling and lineage plasticity as complementary mechanisms of acquired resistance to EGFR TKI in lung adenocarcinoma.

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Mapping chromatin state and transcriptional response in CIC-DUX4 undifferentiated round cell sarcoma

Thomas, N.; Luck, C.; Shlimon, N.; Kriska Ponce, R.; Kosibaty, Z.; Okimoto, R.

2023-10-12 cancer biology 10.1101/2023.10.11.561932 medRxiv
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CIC-DUX4 is a rare and understudied transcription factor fusion oncoprotein. CIC-DUX4 co-opts native gene targets to drive a lethal form of human sarcoma. The molecular underpinnings that lead to oncogenic reprograming and CIC-DUX4 sarcomagenesis remain largely undefined. Through an integrative ChIP and RNA-Seq analysis using patient-derived CIC-DUX4 cells, we define CIC-DUX4 mediated chromatin states and function. We show that CIC-DUX4 primarily localizes to proximal and distal cis-regulatory elements where it associates with active histone marks. Our findings nominate key signaling pathways and molecular targets that enable CIC-DUX4 to mediate tumor cell survival. Collectively, our data demonstrate how the CIC-DUX4 fusion oncoprotein impacts chromatin state and transcriptional responses to drive an oncogenic program in undifferentiated sarcoma. SignificanceCIC-DUX4 sarcoma is a rare and lethal sarcoma that affects children, adolescent young adults, and adults. CIC-DUX4 sarcoma is associated with rapid metastatic dissemination and relative insensitivity to chemotherapy. There are no current standard-of-care therapies for CIC-DUX4 sarcoma leading to universally poor outcomes for patients. Through a deep mechanistic understanding of how the CIC-DUX4 fusion oncoprotein reprograms chromatin state and function, we aim to improve outcomes for CIC-DUX4 patients.

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Acquired Cross-resistance in Small Cell Lung Cancer due to Extrachromosomal DNA Amplification of MYC paralogs

Pal Choudhuri, S.; Girard, L.; Lim, J. Y. S.; Wise, J. F.; Freitas, B.; Yang, D.; Wong, E.; Hamilton, S.; Chien, V.; Phat, S.; Gilbreath, C.; Zhong, J.; Myers, D. T.; Christensen, C. L.; Stanzione, M.; Wong, K.-K.; Farago, A. F.; Meador, C. B.; Dyson, N. J.; Lawrence, M. S.; Wu, S.; Drapkin, B. J.

2023-06-26 cancer biology 10.1101/2023.06.23.546278 medRxiv
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Small cell lung cancer (SCLC) presents as a highly chemosensitive malignancy but acquires cross-resistance after relapse. This transformation is nearly inevitable in patients but has been difficult to capture in laboratory models. Here we present a pre-clinical system that recapitulates acquired cross-resistance in SCLC, developed from 51 patient-derived xenografts (PDXs). Each model was tested for in vivo sensitivity to three clinical regimens: cisplatin plus etoposide, olaparib plus temozolomide, and topotecan. These functional profiles captured hallmark clinical features, such as the emergence of treatment-refractory disease after early relapse. Serially derived PDX models from the same patient revealed that cross-resistance was acquired through a MYC amplification on extrachromosomal DNA (ecDNA). Genomic and transcriptional profiles of the full PDX panel revealed that this was not unique to one patient, as MYC paralog amplifications on ecDNAs were recurrent among cross-resistant models derived from patients after relapse. We conclude that ecDNAs with MYC paralogs are recurrent drivers of cross-resistance in SCLC. SIGNIFICANCESCLC is initially chemosensitive, but acquired cross-resistance renders this disease refractory to further treatment and ultimately fatal. The genomic drivers of this transformation are unknown. We use a population of PDX models to discover that amplifications of MYC paralogs on ecDNA are recurrent drivers of acquired cross-resistance in SCLC.

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Genome-wide CRISPR/Cas9 Screens Reveal Shared and Bespoke Mechanisms of Resistance to SHP2 inhibition

Wei, W.; Geer, M. J.; Guo, X.; Dolgalev, I.; Sanjana, N. E.; Neel, B. G.

2022-08-27 cancer biology 10.1101/2022.08.26.505487 medRxiv
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SHP2 (PTPN11) acts upstream of SOS1/2 to enable RAS activation. Allosteric inhibitors (SHP2is) stabilize SHP2 auto-inhibition, preventing activation by upstream stimuli. SHP2is block proliferation of RTK- or cycling RAS mutant-driven cancers and overcome adaptive resistance to other RAS-ERK pathway drugs. Several SHP2is are in clinical trials. To identify potential SHP2i resistance mechanisms, we performed genome-wide CRISPR/Cas9 knockout screens on two SHP2i-sensitive AML cell lines and recovered genes expected to cause resistance, including tumor suppressor (NF1, PTEN, CDKN1B) and "RASopathy" (LZTR1, RASA2) genes, and several novel targets (INPPL1, MAP4K5, epigenetic modifiers). We then screened 14 cancer lines with a focused CRISPR library targeting common "hits" from the genome-wide screens. LZTR1 deletion conferred resistance in 12/14 lines, followed by MAP4K5 (8/14), SPRED2 (6/14), STK40 (6/14), and INPPL1 (5/14). INPPL1, MAP4K5, or LZTR1 deletion reactivated ERK signaling. INPPL1-mediated sensitization to SHP2i required its NPXY motif but not its lipid phosphatase domain. MAP4K5 acted upstream of MEK via a kinase-dependent target(s), whereas LZTR1 showed cell-dependent effects on RIT and RAS stability. INPPLI, MAP4K5, or LZTR1 deletion also conferred SHP2i resistance in mice. Our results reveal multiple SHP2i resistance genes, emphasizing the need for detailed understanding of the resistance landscape to arrive at effective combinations.