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Molecular Oncology

Wiley

Preprints posted in the last 30 days, ranked by how well they match Molecular Oncology's content profile, based on 50 papers previously published here. The average preprint has a 0.03% match score for this journal, so anything above that is already an above-average fit.

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Inhibition of the Adenosine pathway activates the immune response against Mesothelioma.

Costa, C.; Gray, S.; Pinton, G.; Moro, L.; Del Grosso, E.; Bellan, C.; Addi, L.; Lombardi, R.; Bruzzese, f.; De Biase, D.; Pucci, B.; Di Gennaro, E.; Ascierto, P. A.; Gravina, G. L.; Mutti, L.

2026-05-13 cancer biology 10.64898/2026.05.08.722957 medRxiv
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BackgroundMesothelioma (Me) is an aggressive cancer with limited response to conventional therapies. The tumors harsh microenvironment contributes to immune escape and therapy resistance and the effects of ICIs on Me are still unclear. Adenosine, an immunosuppressive molecule produced from AMP by the enzyme CD73, accumulates in hypoxic tumor areas. Elevated CD73 and adenosine receptor A2B (A2Br) levels on Me cells are linked to worse patient outcomes, indicating their important role in disease progression and potential as targets for treatment. AimThis study characterizes the Me-ME (micro environment) and evaluates the efficacy of TT-4 (A2B inibitor) and AB680 (CD73 inibitor), alone or with aPD-1, using 3D models in vitro and in vivo. MethodsCD73 and A2B receptor levels were quantified in tumor and normal samples using qRT-PCR and IHC. Cells lines were treated with CoCl2 to mimic hypoxia, then CD73, A2Br and related markers were analyzed. MSTO-211H and REN cells were silenced for CD73, grown as spheroids and adenosine release was measured. Co-culture spheroids of MSTO-211H and Jurkat cells were treated with AMP and CD73 inhibitor, then analyzed for viability and immune markers. An orthotopic Me model was established by injecting AB1-B/c-LUC cells and monitored by in vivo imaging. Proteomic analysis of spheroids was conducted to identify proteins and pathways involved. ResultsHypoxia boosts CD73 and A2Br expression in Me cells, leading to adenosine production via CD73. In 3D co-cultures, AB680 lowered Me cell viability and enhanced activation of Jurkat T cells. In mice, combining aPD-1 therapy with A2Br or CD73 inhibitors strongly reduced tumor growth. Proteomics identified 93 proteins influenced by adenosine signaling through A2B. ConclusionTargeting the adenosine pathway alongside PD-1 blockade offers a promising new immunotherapy strategy for Me.

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Integrated Proteomic and Network Analysis Reveals Dysregulated Pathways and Candidate Proteins in Multiple Myeloma Progression

Paradeisi, F.; Gonidaki, C.; Tserga, A.; Courraud, J.; Bakouros, P.; Karousi, P.; Kostopoulos, I. V.; Margelos, T.; Goula, E.; Stegehuis, C.; Meylahn, J. M.; Martzakli, A.; Liacos, C. I.; Dimopoulos, M. A.; Tsitsilonis, O.; Vlahou, A.; Zoidakis, J.; Kastritis, E.

2026-05-24 hematology 10.64898/2026.05.21.26353799 medRxiv
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Background: Multiple myeloma (MM) remains incurable despite therapeutic advances, reflecting limited understanding of the molecular mechanisms underlying disease initiation and progression. MM develops through asymptomatic precursor stages, monoclonal gammopathy of undetermined significance (MGUS) and smouldering multiple myeloma (SMM). This study aimed to investigate protein changes associated with disease progression and, through a further integrative approach, to highlight molecular changes of potential predictive and/or therapeutic value. Methods: We performed a comparative proteomic analysis of 94 bone marrow-derived CD138+-selected plasma cell samples (29 MGUS, 20 SMM, and 45 MM) using LC-MS/MS. Differential protein abundance was assessed using pairwise Mann-Whitney U tests between groups, with Benjamini-Hochberg correction. Pathway enrichment, protein-protein interaction, and co-expression network analyses were also conducted. Selected proteins were further evaluated using public transcriptomic datasets and experimentally validated in independent samples by flow cytometry and enzyme-linked immunosorbent assay (ELISA). Results: Following data processing, proteomic analysis identified 6,203 proteins. Pairwise comparisons revealed significant proteomic differences across disease stages, with 370 differentially abundant proteins exhibiting monotonic changes during disease progression. Pathway analysis showed that monotonically upregulated proteins were mainly associated with gene expression and cell proliferation, whereas downregulated proteins were linked to immune-related processes. Further co-expression network analysis, combined with criteria including detection frequency, biological relevance, and translational potential, highlighted a group of prioritised proteins. Representative examples include nucleolin (NCL) and U3 small nucleolar ribonucleoprotein IMP3 (IMP3), involved in nucleolar organisation, ribosome biogenesis and rRNA processing, as well as the immune-associated lactotransferrin (LTF) and serine protease cathepsin G (CTSG). Transcriptomic support and independent experimental validation by flow cytometry and ELISA confirmed the relevance of selected candidates. Conclusions: Taken together, our findings highlight coordinated changes in immune regulation, RNA processing and ribosome biogenesis during MM progression and identify candidate proteins and their networks, including the emerging pharmacologically tractable target NCL and the underexplored IMP3 of potential therapeutic relevance, opening new avenues for further investigation.

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Connecting Baseline Immune Exhaustion in Hot Tumors to Oral Cancer Recurrence and Nodal Metastasis

Shaikh, S.; Basu, S.; Hajihosseini, M.; Nandy, S. K.; Moorthy, M.; Arun, I.; Lali, B. S.; Arun, P.; Mukherjee, G.; Pyne, S.

2026-05-30 oncology 10.64898/2026.05.27.26354295 medRxiv
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Background: The use of immune checkpoint inhibitors (ICIs) in the treatment of cancer has rapidly expanded over the last decade. However, there are several knowledge gaps in understanding how tumor cells evade the immune system. There is paucity of data in HPV negative oral cancer, particularly of the gingivobuccal region. Understanding the mechanism of immune system evasion in this cancer is vital for improving patient outcomes. Methods: We characterized the baseline immune milieu of oral cancer using immunohistochemistry (IHC) on whole tumor sections from 124 cases. Tumors were classified as hot or cold and further stratified into high-risk and low-risk groups. High-risk patients included those with lymph node metastasis at diagnosis/recurrence or distant metastasis within 2 years of treatment completion. Patients without these features were categorized as low risk. Validation by RNA-Seq and Joint Enrichment Analysis of Oncogenic and Immunologic Pathways was carried out in a subset of 46 cases. Results: Hot high-risk tumors (by IHC) were distinguished by elevated PD-L1 expression and reduced NK-cell, PD1, and CTLA-4 expression. There was no difference in the expression levels of CD3+, CD8+, granzyme, or perforin compared to hot low-risk tumors, findings that align with the definition of hot tumors. RNA-Seq revealed a gene signature associated with exhausted T-cells in hot high-risk tumors. Gene and pathway analyses identified differential upregulation of isoform-specific TOX, TCF, CXCR, RUNX, IRF, BRD and BCL6 genes, implicating immune cell exhaustion and tumor aggressiveness. Significantly downregulated genes included PDCD1, HAVCR2, ZAP70, and STAT, indicative of a disabled immune microenvironment. These findings support that a state of immune exhaustion in HHR tumors is driven by progenitor exhausted T-cells and terminally exhausted T-cells; independent of PD1-TIM3. Conclusion: These findings suggest that combining TOX/TCF/BCL6 inhibitors with immune checkpoint inhibitors in the adjuvant setting might benefit patients with hot high-risk tumors. Given the results, testing for a targeted exhaustion-related gene panel at diagnosis is recommended for oral cancers to stratify tumors as high-risk or low-risk. Larger validation studies and clinical trials are now warranted.

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Nerve growth factor receptor identifies a basal subpopulation linked to poor prognosis and reduced immunotherapy responses in bladder cancer

Garcia-Agullo, J.; Santos, V.; Kalisz, M.; Marques, M.; Andrada, E.; Berca, C.; Martinez de Villarreal, J.; Perez-Martinez, M.; Eckstein, M.; Benitez, R.; Caleiras, E.; Malats, N.; Real, F. X.; Peinado, H.

2026-05-18 cancer biology 10.64898/2026.05.14.725085 medRxiv
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PurposeBladder cancer (BLCA) is a heterogeneous tumor type. Only one third of muscle-invasive (MIBC) patients respond to immune checkpoint inhibitors (ICIs). Reliable resistance markers are needed to guide clinical decisions. We investigated the nerve growth factor receptor (NGFR) in BLCA and analyzed its correlation with disease progression and response to immunotherapy. Experimental DesignWe analyzed NGFR expression in BLCA cell lines, organoids, mouse models and patient samples. The cohorts used were The Cancer Genome Atlas (TCGA), enriched in muscle-invasive bladder cancer (MIBC) (n=407); IMvigor210, representing MIBC patients treated with ICIs (n=348); and UROMOL2, as a non-muscle-invasive bladder cancer (NMIBC)-specific cohort (n=535). IMvigor010 was also included (n=728). Patients were stratified by NGFR expression quartiles. We analyzed survival and tumor subtypes and performed stromal deconvolution and functional profiling. We assessed stemness- and invasion-related features in SCaBER cells. ResultsNGFR marks a basal tumor cell subcluster and is independently associated with poor prognosis in TCGA and IMvigor210. NGFR-high tumors show stromal content enriched in cancer-associated fibroblasts, lower neoantigen burden, higher CD8+ T effector signature together with an immune-excluded phenotype, and a CAF-specific TGF{beta} signature. In the immunotherapy-treated cohort, high NGFR expression was also associated with poorer outcome. Functionally, NGFR appears to promote a stem-like/pro-invasive program in BLCA cells. ConclusionsNGFR identifies a basal-like BLCA subpopulation linked to poor survival, while its association with immunotherapy response requires further validation. In addition, our in vitro analyses support a role of NGFR in stem-like and invasive traits, highlighting its relevance as a biomarker in BLCA.

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MYC overexpression drives poor prognosis and differential sensitivity to treatments according to TP53 status in chronic lymphocytic leukemia

Garrote-de-Barros, A.; Perez-Fernandez, J.; Arroyo-Barea, A.; Bragado-Garcia, I.; Garcia-Vicente, R.; Ancos-Pintado, R.; Velasco-Estevez, M.; Linares, M.; Martinez-Lopez, J.; Hernandez-Sanchez, M.

2026-05-18 cancer biology 10.64898/2026.05.14.724995 medRxiv
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Chronic lymphocytic leukemia (CLL) is a lymphoid neoplasm with very heterogeneous clinical and biological behavior. Among molecular variables, TP53 alterations are well-established adverse prognostic markers; however, MYC activation, which has been linked to disease progression, has not been completely defined in terms of clinical and biological impact, particularly in relation to TP53 status. Here, we investigated the effects of MYC overexpression according to TP53 status using clinical and transcriptomic data from CLL patients and novel cellular models. CLL patients with TP53WT and MYC overexpression exhibited significantly shorter time to first treatment and overall survival, indicating an aggressive disease course comparable to that of patients with TP53 alterations. Consistently, MYC overexpression in in vitro TP53WTmodels was associated with increased proliferation, enrichment of AKT/mTOR signaling and upregulation of genes involved in leukemogenesis and tumor progression such as FOXO6. Moreover, MYC overexpression was associated with increased sensitivity to venetoclax in TP53WT cells. By contrast, the concurrence of MYC overexpression and TP53 dysfunction conferred resistance to conventional CLL therapies such as BCL2 or BTK inhibitors. Of note, we identified a glycolysis inhibitor, in monotherapy or combined with BKT inhibitors, as a potential therapeutic strategy for CLL patients harboring MYC overexpression and TP53 alterations.

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Tumoral Switch in NUMB splicing changes essential transcription pathways and induces malignant properties in tumour cells

Garcia-Heredia, J. M.; Carnero, A.; Ortega-Campos, S.

2026-05-19 cancer biology 10.64898/2026.05.15.725391 medRxiv
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BackgroundRecent evidence suggests that cancer can exhibit splicing alterations that give rise to tumour-specific isoforms. One example is NUMB, which produces four isoforms (p72, p71, p66, and p65) through alternative splicing of exons 3 and 9. Traditionally considered a tumour suppressor, it also has been considered an oncogene. We propose that this duality is due to isoform-specific expression. ResultsUsing public databases, we identified a tumour-associated switch in NUMB isoform expression: p72/p71 are upregulated in tumours, whereas p66/p65 are more expressed in non-tumour tissues. These isoforms correlate differently with cellular processes. NUMBL, a NUMB homolog, behaves similarly to p65. We identified two transcriptional clusters: one characterized by high expression of p72/p71, and another by p66/p65/NUMBL. Each group was associated differently with the Notch, WNT/{beta}-catenin, Hedgehog, and Hippo signalling pathways, suggesting isoform-specific regulatory roles. Analysis of breast cancer cell lines (CCLE) led to a NUMB score based on isoform expression, which classified cell lines into biologically distinct groups. The p72/p71-enriched group showed distinct signatures, pathway activity, and drug sensitivity. Applying this score to TCGA-BRCA samples revealed a significant link between high NUMB-score and poor survival, confirmed by Kaplan-Meier analysis. ConclusionsNUMB emerges as a potential oncogenic contributor and biomarker in splicing-based personalised medicine, highlighting isoform-specific expression as a clinically relevant determinant of tumour behaviour, pathway activity, and therapeutic response.

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Convergent suppression of nuclear-encoded mitochondrial fatty acid oxidation genes defines a pan-subtype signature in breast cancer: a multi-cohort transcriptomic study

Gomosani, A. A.; Marghalani, H.; Al Matar, L.

2026-05-20 cancer biology 10.64898/2026.05.17.725700 medRxiv
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BackgroundBreast cancer exhibits extensive molecular heterogeneity across intrinsic subtypes, yet convergent metabolic reprogramming may represent an obligate feature of tumour initiation. We hypothesised that suppression of nuclear-encoded mitochondrial fatty acid oxidation (FAO) constitutes such a convergence point, defining a shared metabolic phenotype independent of subtype. MethodsRNA-seq data from 1,106 primary breast tumours and 113 normal-adjacent tissues (TCGA-BRCA) were intersected with 1,079 nuclear-encoded mitochondrial genes from MitoCarta 3.0. Differential expression was assessed using Welch t-test with Benjamini-Hochberg correction at all tumour stages, at Stage I specifically, and stratified across PAM50 subtypes. A 55-gene core FAO signature was derived by three-way intersection. Ten candidate genes were selected by pre-specified objective scoring, locked before any clinical testing. Gene set enrichment analysis (GSEA) was performed using MitoCarta 3.0 pathway annotations. Diagnostic performance, clinical associations, survival, and mutation independence were characterised. External validation used two independent GEO cohorts (GSE42568, n = 121; GSE109169, n = 50); prognostic validation used METABRIC (Molecular Taxonomy of Breast Cancer International Consortium; n = 1,980). DESeq2 was applied as methodological cross-validation. ResultsAmong 126 differentially expressed mitochondrial genes, fatty acid oxidation was the most significantly depleted pathway (normalised enrichment score -2.130; false discovery rate 0.001). The 55-gene core signature replicated in both external cohorts with 100% directional concordance (hypergeometric p < 10-{superscript 1}). All 10 candidate genes discriminated tumour from normal tissue (area under the curve 0.915-0.979) and demonstrated broad clinical associations. The composite FAO suppression score predicted overall survival in METABRIC (log-rank p = 7.82 x 10-) and MAOA achieved independent prognostic significance in multivariable Cox regression (hazard ratio 0.890; adjusted p = 0.009). DESeq2 cross-validation confirmed Spearman {rho} = 0.980 concordance. ConclusionsNuclear-encoded FAO suppression is a robust, pan-subtype feature of breast cancer detectable at Stage I and validated across independent platforms and cohorts. These 10 candidate genes constitute a consistent initiation-phase mitochondrial signature, implicating FAO suppression as a potential convergence point in breast cancer oncogenesis and motivating targeted functional investigation.

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Elevated Expression of MALAT1 Contributes to the Survival of Drug-Tolerant Persister Cells Following Targeted Therapy in Lung Adenocarcinoma

Davis, W. J. H.; Thompson, M.; Farry, S. M.; McKinney, C.; Gimenez, G.; Hatley, M.; Kumar, R.; Rodger, E. J.; Chatterjee, A.; Diermeier, S. D.; Drummond, C. J.; Reid, G.

2026-05-12 cancer biology 10.64898/2026.05.07.723110 medRxiv
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Lung adenocarcinomas frequently harbour actionable oncogenic mutations that are vulnerable to treatment with targeted therapies. While responses to targeted therapies are often initially dramatic, relapse is almost inevitable and prevents durable responses in advanced-stage patients. Relapse is, in part, caused by drug tolerant persister cells (DTPs) which are able to survive treatment by entering a reversible, dormant state. Although long non-coding RNAs (lncRNAs) regulate processes thought to allow DTPs to survive and become stably resistant, the potential roles of lncRNAs in DTPs are largely unknown. In this study, we sought to investigate the expression of lncRNAs in in vitro DTP models of lung adenocarcinoma. We found that the lncRNAs Metastasis-Associated Lung Adenocarcinoma Transcript 1 (MALAT1) and Nuclear Paraspeckle Assembly Transcript 1 (NEAT1) were enriched in DTPs and that knocking down MALAT1 enhanced the effect of targeted therapies in both EGFR- and KRAS-mutant DTP models. To better understand pathways that MALAT1 might regulate in DTPs, bulk RNA-sequencing was performed and several pathways that may contribute to the actions of MALAT1 in DTPs were identified. Overall, our work describes a role for the lncRNA MALAT1 in DTPs in NSCLC and suggests that MALAT1 may be a novel target for the prevention of drug tolerance and subsequent resistance to targeted therapy in NSCLC.

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Genetic risk and immune dysregulation of classic Hodgkin lymphoma transformation of chronic lymphocytic leukemia/small lymphocytic lymphoma: a multicentric study

Yan, M.; Parikh, S. A.; Sampaio De Melo, M. K.; Hampel, P. J.; Aleynick, N.; Chan, A.; Eren, O. C.; Lopez, K.; Cohen, A.; Roshal, M.; Lim, M. S.; Boiocchi, L.; Dogan, A.; Zhang, Y.; Sinha, S.; Rabe, K. G.; Kay, N. E.; Jaffe, E. S.; King, R. L.; Xiao, W.

2026-05-20 hematology 10.64898/2026.05.11.26352584 medRxiv
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Richter transformation of Chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL) into classic Hodgkin lymphoma (CHL-RT) is rare and remains incompletely understood. Two histologic subtypes are recognized: type 1 (CLL/SLL with scattered Hodgkin/Reed-Sternberg (HRS) cells) and type 2 (HRS cells within a polymorphous inflammatory background). In this multi institutional study of 77 patients with CHL-RT (27 type 1 and 50 type 2), we characterized immune evasion markers, PD-L1/PD-L2 copy number alterations, tumor microenvironment, and performed targeted next-generation sequencing on 37 CLL/SLL samples. HRS cells in CHL-RT displayed immune evasion phenotypes similar to de novo CHL, though PD-L1 expression was lower in type 1 cases. PD-L1/PD-L2 gain/polysomy were frequent (83.3%). CLL/SLL with CHL-RT harbored increased mutations in XPO1, FBXW7, BIRC3, TRAF3, and HLA-A versus reference CLL/SLL. Similar mutational profiles, demographics, and survival outcomes support a biological continuum between type 1 and type 2 CHL-RT, with distinct genetic features in CLL/SLL predisposing to CHL transformation.

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Dynamic Shifts in the Oral Microbiota Following Cancer Surgery: A 172-Sample Longitudinal Study of Surgical Site Infection Risk

Serpa, M. S.; Defelicibus, A.; Bartelli, T. F.; Tojal da Silva, I.; Nunes, D. N.; Kowalski, L. P.; Dias-Neto, E.

2026-05-21 oncology 10.64898/2026.05.18.26353519 medRxiv
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Background: Surgical site infection (SSI) is the leading cause of perioperative morbidity following oral cancer surgery, yet the role of the oral microbiota in SSI pathogenesis remains poorly defined. This study prospectively investigated microbiota dynamics in relation to SSI occurrence in patients undergoing resection for oral squamous cell carcinoma (OSCC). Methods: A total of 172 oral swab samples were collected from 45 OSCC patients across four longitudinal time points: baseline (~29 days pre-surgery), immediately pre-surgery (hospital admission), early post-surgery (within 5 days), and late post-surgery (6 to15 days). Bacterial composition was profiled by 16S-rDNA V3-V4 sequencing (172 successfully sequenced samples), and bacterial/human DNA ratios were quantified by qRT-PCR (170 samples evaluated). SSI was assessed within 30 days post-surgery using adapted CDC criteria. Results: Fourteen of 45 patients (31.1%) developed SSI. Younger age was significantly associated with SSI occurrence (median age 53.2 years in SSI group vs. 67.4 years in non-SSI group; p=0.011), with each one-year decrease in age conferring a 7% increased risk. Notably, younger patients presented with larger and more advanced tumors (T3/T4: median age 57.2 vs. 72.9 years for T1/T2; p=0.033), leading to more extensive surgical procedures. Across all 172 samples, surgery induced a marked post-operative reduction in bacterial load and diversity. However, at the late post-surgery time point (collection IV), patients with SSI exhibited significantly higher alpha-diversity compared to non-infected patients (p<0.05 for Observed, Shannon, and Simpson indices). Beta-diversity also differed significantly between groups at this time point (weighted UniFrac, p=0.043). Prevotella and Porphyromonas dominated SSI patients at infection, together accounting for ~40% of reads versus 9.5% in non-infected patients. Among the 172 samples analyzed longitudinally, Aggregatibacter abundance at the early post-surgery time point (collection III) emerged as a significant predictor of subsequent SSI (OR per 1% increase: 1.10; p=0.012), with frequencies >0.044% conferring a 5.7-fold higher risk. Conclusions: Our longitudinal analysis demonstrate that while OSCC surgery profoundly disrupts the oral microbiota, non-SSI patients restore their preoperative profile within 12 days. In contrast, SSI is characterized by persistent dysbiosis dominated by Prevotella and Porphyromonas. Younger patients with advanced tumors are at particular risk. Early post-surgical Aggregatibacter abundance may serve as a novel risk indicator for SSI, potentially enabling timely preventive interventions in high-risk patients.

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Widespread Hyperalgesia Predicts Mortality in Pancreatic Adenocarcinoma

Faghih, M.; Damm, M.; Kassik, M.-T.; Cheesman, L.; Rauschenberg, S.; Olesen, S. S.; Laheru, D. A.; Zheng, L.; Phillips, A. E.; Yadav, D.; Drewes, A. M.; Rosendahl, J.; Singh, V. K.; International Pancreatic Pain Consortium,

2026-05-27 gastroenterology 10.64898/2026.05.19.26353594 medRxiv
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Pain in pancreatic ductal adenocarcinoma (PDAC) is associated with poor survival, but whether altered pain processing carries prognostic significance is unknown. We analyzed a prospective cohort of 143 patients with PDAC who underwent pancreatic quantitative sensory testing (PQST) after diagnosis. Patients were classified as having normal pain processing (n=84), segmental hyperalgesia (n=30), or widespread hyperalgesia (n=29). Survival was measured from the date of P-QST assessment. During follow-up, 70 deaths occurred. Widespread hyperalgesia was associated with increased mortality in unadjusted Cox analysis (HR 1.96, 95% CI 1.14,3.35) and after adjustment for age, sex, tumor stage, comorbidity, opioid treatment, and body mass index (adjusted HR 2.33, 95% CI 1.30,4.15). Segmental hyperalgesia was not associated with mortality. Kaplan Meier analysis demonstrated lower survival probability in the widespread hyperalgesia group (log rank p=0.025). These findings suggest that widespread hyperalgesia, reflecting altered central pain processing, identifies a subgroup of PDAC patients at increased risk of mortality independent of conventional clinical factors.

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Mutant KRAS dosage contributes to heterogeneity in lung cancer therapeutic response

Browne, A. T.; McCann, C.; McDaid, W. J.; Lewis, N.; Sridhar, S.; Doherty, G.; Moss, D. Y.; Downs, M.; Marry, S.; Phillips, A.; Brown, C. N.; Speed, A.; Logan, G.; Jellema, G.; Bradford, J.; Davidson, C.; Coyle, V.; Small, D.; Orr, N.; Kennedy, R.; Maguire, S.; Martins, C. P.; Kerr, E. M.

2026-05-09 cancer biology 10.64898/2026.05.06.723208 medRxiv
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Oncogenic KRAS mutations promote tumorigenesis by constitutive activation of multiple, well-characterised signalling pathways. However, there is significant heterogeneity across mutant KRAS tumours in terms of mutation present, mutant allele abundance and downstream signalling strength. It is unclear whether these variations can impact responses to specific therapies. Here, we demonstrate that [~]20% of lung adenocarcinomas (LUAD) show an increase in mutant KRAS dosage (KRASmutant allele fraction > KRASwild-type). Furthermore, we show that KRAS mutant dosage can directly influence clinical outcome and therapeutic susceptibilities in lung cancer. Our findings show that mutant KRAS copy gains specifically affect platinum lung cancer response, promoting resistance to this standard-of-care therapy. Importantly, increases in KRAS mutant dosage are also associated with an increased vulnerability to pS6K inhibition, due to the unique metabolic rewiring of these cells. Together, we show that mutant KRAS dosage contributes to the phenotypic heterogeneity of mutant KRAS NSCLC and that assessment of mutant KRAS content or signalling strength can help optimise treatments strategies for these patients.

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Developmental plasticity of cancer-associated fibroblasts contributes to the malignant progression of gastric cancers

Lee, S.; Cho, S.; Han, D.-S.; Kim, J.; Hur, H.; Kim, H. H.; Cheong, J.-H.; Kim, T.-M.

2026-05-22 cancer biology 10.64898/2026.05.21.726806 medRxiv
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Withdrawal StatementThe authors have withdrawn this manuscript to address issues related to data-use permission and authorship review. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.

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Rare Germline Variants in Immune and Drug Target Genes Among Cancer Exceptional Responders

Chen, S.; Tan, A. L. M.; Saad Menezes, M. C.; Perry, C. L.; Vella, M. E.; Viswanadham, V. V.; Kobren, S.; Churchill, S.; Kohane, I. S.

2026-05-19 genetic and genomic medicine 10.64898/2026.05.14.26352838 medRxiv
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Background Cancer treatment response is highly variable, even among patients with the same tumor type and treatment. Exceptional responders (ERs), who are individuals who experience unusually favorable outcomes, provide critical insights into the biological factors driving treatment success. While prior studies have highlighted the role of somatic changes, the contribution of germline rare variants remains underexplored. This study aimed to uncover the genetic underpinnings of exceptional responses by identifying rare, non-silent and predicted deleterious germline mutations enriched among ERs compared to typical cancer patients. Methods The Network of Enigmatic Exceptional Responders (NEER) project collected clinical and germline whole-genome sequencing (WGS) data from 53 ERs. After quality control procedures and ancestry background checks, 51 ERs were left for final analysis. While non-silent mutations were identified based on allele frequencies and mutation types, multiple pathogenicity predictors were applied for predicted deleterious variants. These were compared to a harmonized and comparable subset from the Pan-Cancer Analysis of Whole Genomes (PCAWG) cohort (n=414) using Fisher's exact tests. Kaplan-Meier survival analysis applied to evaluate prognostic associations in PCAWG patients. Additionally, Fisher's exact tests were conducted stratified by cancer type and treatment regimen to identify potential associations between rare germline variants and therapeutic responses. Results Variants in immune-related genes such as CCL26 and GPRC5D were prevalent, suggesting enhanced immune regulation among ERs. Fourteen genes with non-silent and eight with predicted deleterious mutations showed significantly different frequencies between NEER and PCAWG cohorts (FDR < 0.05). IRX3 emerged as a protective gene enriched in ERs, whereas OR6B2 was associated with poor survival in PCAWG lung cancer patients. Moreover, rare non-silent germline variants in drug target genes were enriched among ERs treated with cisplatin and doxorubicin, implicating altered DNA repair and drug-binding mechanisms in their remarkable outcomes. Conclusions This study reveals a distinctive germline mutation landscape in exceptional cancer responders, marked by immune-related and drug-target-associated variants that may enhance therapy response and prolong survival. The findings highlight potential novel prognostic biomarkers, such as IRX3 and OR6B2, providing a foundation for developing personalized cancer treatments informed by rare genetic variation.

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Integrative Single-Cell and Multi-Cohort Analysis of the Netrin-1 Signaling Pathway Reveals Divergent Prognostic Trends and Sex-Dimorphic Associations in Glioblastoma

Bai, Y.; Xia, H.; Wu, F.; Tan, X.; Wu, X.

2026-05-20 cancer biology 10.64898/2026.05.17.725695 medRxiv
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BackgroundThe Netrin-1 dependence receptor pathway plays critical roles in neural development, but its expression landscape and prognostic significance in glioblastoma (GBM) remain poorly characterized. MethodsSingle-cell RNA-seq data from 148,019 cells across 34 tumors (Neftel et al., 2019) were analyzed to map Netrin-1 pathway gene expression across GBM cellular states. Differential gene expression and pathway enrichment analyses were performed on NEO1-defined subpopulations. Bulk RNA-seq survival analysis was conducted across three independent GBM cohorts TCGA (n=106), CGGA mRNAseq_325 (n=137), and CGGA mRNAseq_693 (n=237), totaling 480 patients. Primary analysis used continuous Cox regression (per-SD hazard ratios); meta-analysis employed fixed-effects inverse-variance weighting. ResultsIn GBM single-cell data, Netrin-1 pathway genes showed state-specific enrichment --NEO1, DCC, NTN1, and RGMB were predominantly expressed in oligodendrocyte-precursor (OPC) and neural-progenitor (NPC) states. Cells positive for NEO1 were enriched for neural differentiation programs (nervous system development, p=9.6x10-; Axon Guidance, p=2.8x10-), whereas NEO1-negative cells were dominated by ribosomal/translational and immune activation programs. In the 3-cohort survival meta-analysis, NTN1 (Netrin-1 ligand) emerged as the sole gene reaching meta-analytic significance as a risk factor (Meta HR=1.163 per SD, 95% CI 1.056-1.281, p=0.0021, I{superscript 2}=0%, 3/3 cohorts concordant), while DCC and RGMB showed directionally consistent protective trends (DCC: Meta HR=0.938, 95% CI 0.858-1.025, p=0.156; RGMB: Meta HR=0.979, 95% CI 0.881-1.087, p=0.686; both 3/3 cohorts concordant). NEO1 itself did not independently predict survival (Meta HR=1.008, 95% CI 0.885-1.147, p=0.910). After Bonferroni correction for 10 genes tested (threshold p<0.005), only NTN1 met strict significance. In exploratory sex-stratified analysis of a single cohort (CGGA 693, n=237), NEO1 and NTN1 exhibited female-specific risk enhancement (NEO1: HR=1.417, p=0.014; NTN1: HR=1.249, p=0.019), with minimal effects in males. UNC5B showed context-dependent risk in MGMT-unmethylated tumors (HR=1.331, p=0.037). These sex-dimorphic findings require independent validation. ConclusionsThe Netrin-1 pathway exhibits divergent prognostic trends in GBM, with NTN1 as a risk factor and DCC trending toward protection--consistent with the dependence receptor model. These findings, which should be interpreted as hypothesis-generating, nominate NTN1 as a candidate therapeutic target and highlight the potential importance of sex-stratified evaluation in future Netrin-1-directed trials. Independent replication in larger cohorts is warranted.

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Failure of Bacillus Calmette-Guerin Therapy in Patients with Bladder Cancer is Characterized by Immune Dysfunction Associated with Activator Protein 1

Garven, A.; Pare, J.-F.; Robins, A.; Vera-Rodriguez, A.; Sampy, R.; Bennett, A.; Nauman, R. W.; Craig, A. W.; Greer, P. A.; Koti, M.; Cotechini, T.; Berman, D. M.; Simpson, A.; Postovit, L.-M.; Siemens, D. R.; Graham, C. H.

2026-05-10 cancer biology 10.64898/2026.05.06.723215 medRxiv
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The standard-of-care for patients with higher-risk non-muscle invasive bladder cancer (NMIBC) after tumour resection is intravesical administration of Bacillus Calmette-Guerin (BCG). While this form of adjuvant immunotherapy has improved recurrence-free and progression-free survival, a large proportion of patients experience recurrences within a year of diagnosis. The reasons for this high rate of early recurrence following BCG therapy remain unclear; however, inadequate activation of systemic immunity may be a contributing factor. To address this, we analysed the transcriptomic and chromatin accessibility profiles of peripheral blood mononuclear cells obtained from patients with NMIBC at single-cell resolution before BCG immunotherapy and after five induction doses of BCG. Monocytes from patients who experienced disease recurrence within a year of initiation of BCG therapy (BCG non-responders) exhibited a pro-inflammatory phenotype consistent with age-related immunosenescence prior to BCG immunotherapy. Moreover, inflammation-associated pathways that were active before initiation of BCG therapy in the BCG non-responders were down-regulated after five instillations of BCG. In contrast, these pathways were quiescent before BCG therapy in patients who remained disease-free for at least a year but were markedly up-regulated after five doses of BCG. Genomic regions with accessible chromatin were enriched in activator protein 1 (AP-1) binding sequences in monocytes from BCG-non-responders prior to BCG therapy. AP-1 is a central regulator of the inflammatory phenotype associated with immunosenescence. Our findings indicate that a pre-existing state of innate immunosenescence underlies early disease recurrence following BCG. Patients unlikely to benefit from BCG may be offered alternative therapies early in their disease journey. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=176 SRC="FIGDIR/small/723215v1_ufig1.gif" ALT="Figure 1"> View larger version (46K): org.highwire.dtl.DTLVardef@1f7c844org.highwire.dtl.DTLVardef@7cea65org.highwire.dtl.DTLVardef@1008d23org.highwire.dtl.DTLVardef@131f973_HPS_FORMAT_FIGEXP M_FIG C_FIG

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T cell transcriptional and receptor signatures predict response to telomerase vaccination in prostate cancer

Hoye, E.; Natkin, R.; Sajnani, K.; Engedal, N.; Simensen, J. E.; Hakkola, S.; Kiviaho, A.; Ballesio, F.; Cecchetto, T.; Ellingsen, E. B.; Westhrin, M.; Hovig, E.; Mathelier, A.; Visakorpi, T.; Tammela, T. L.; Murtola, T. J.; Eerola, S.; Nykter, M.; Lilleby, W.; Urbanucci, A.

2026-05-30 oncology 10.64898/2026.05.25.26354038 medRxiv
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While prostate cancer (PC) is defined as immunologically cold, limiting the efficacy of immune checkpoint inhibitors, therapeutic vaccination targeting tumor-associated antigens represents an attractive strategy to promote disease control in low volume metastatic patients. The UV1 cancer vaccine is based on immunization with tripeptide fragments from human telomerase reverse transcriptase (hTERT) and a phase II clinical trial demonstrated induction of robust T cell response in men with de novo metastatic castration-sensitive prostate cancer (mCSPC). Comparison with long-term survival data of non-metastatic CSPC patients as reference showed that despite metastatic disease at diagnosis, UV1-treated patients who mounted an early vaccine-induced immune response achieved progression-free and overall survival comparable to non-metastatic patients. We examined biological determinants of clinical benefit following UV1 vaccination including tumor transcriptome and T cell receptor (TCR) profiling from circulating and tissue resident T-cells of the 22 men enrolled. Analysis of diagnostic and post-UV1 treatment biopsies revealed that low baseline exhaustion of T cells and higher CD8+ T cell abundance are associated with early immune response to the vaccine and longer survival. Moreover, we identified specific TCR motifs relative to early responders, that can indicate potential benefit from UV1 vaccination. These findings indicate that baseline intratumoral T cell exhaustion state and repertoire shape responsiveness to hTERT vaccination and long-term outcome. Overall, our study underlines how baseline immune profiling may be used as a companion biomarker to predict mCSPC patients most likely to benefit from therapeutic vaccination.

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Circulating immune signatures reveal targetable inflammatory pathways in anaplastic thyroid carcinoma

van Houten, P.; Schluter, T.; Sumpter, N.; Changoer, P.; van Emst, L.; Helder, L.; van Heck, J.; Martens, J.; Walraven, J.; Ottevanger, P.; Bonenkamp, H.; de Wilt, J.; Netea, M.; Jaeger, M.; Netea-Maier, R.

2026-05-21 cancer biology 10.64898/2026.05.19.726015 medRxiv
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Anaplastic thyroid carcinoma (ATC) is one of the most lethal malignancies. Immune dysregulation is believed to play an important role in ATC. Here, we aimed to characterize the systemic inflammation and the function of circulating immune cells of patients with ATC. First, we retrospectively assessed biochemical parameters of patients with ATC and observed that high systemic inflammation correlated with worse survival. Next, we prospectively investigated the inflammatory proteome, single-cell peripheral blood mononuclear cell transcriptome and epigenetic changes. Circulating concentrations of proinflammatory cytokines were increased in ATC patients. This proinflammatory profile was apparent at the level of gene transcription and chromatin accessibility, especially in monocytes. These findings were substantiated by an increased capacity of peripheral blood mononuclear cells of ATC patients to produce IL-6, IL-8 and lactate. As IL-6 is known to promote tumor cell survival, we assessed its capacity to influence ATC cell proliferation. Blocking IL-6/gp130/Jak/STAT3 pathway inhibited proliferation of ATC cell lines in vitro. In conclusion, these findings show that ATC is characterized by inappropriate systemic inflammation and epigenetic and transcriptional reprogramming of circulating monocytes. Proinflammatory cytokines released by monocytes support survival and proliferation of ATC tumor cells, suggesting a therapeutic potential of targeting this pathway in ATC patients.

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Immune Checkpoint Response Profiles and Resistance Mechanisms in NSCLC Revealed by Circulating Extracellular Vesicle Proteomics

Taylor, C.; Davey, M.; Allain, E. P.; Cheema, A. S.; Crapoulet, N.; Finn, N.; Abd, M.; Ouellette, R.

2026-05-26 oncology 10.64898/2026.05.25.26354042 medRxiv
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Background: Immune-oncology has revolutionized cancer treatment, but some patients fail to benefit due to primary resistance and tumour-immune evasion. Extracellular vesicles (EVs) are secreted by both tumour and immune cells and mediate communication between cancer cells and the immune system. Our study used proteomic profiling of circulating EVs collected from NSCLC patients treated with immune checkpoint inhibitors (ICI) to identify predictive biomarkers of response as well as immune evasion mechanisms related to treatment resistance. Methods: EVs were isolated from plasma collected prior to ICI treatment using peptide-affinity purification and high-throughput proteomics was performed using Proximal Extension Assay. Differentially expressed EV proteins between durable (DR) and non-durable responders (NDR) were identified and evaluated using Cox proportional hazards regression, survival analysis, sex-stratified analysis, as well as pathway and network analysis. Results: Proteomics analysis identified 116 differentially expressed EV proteins between DR and NDR. NDR was characterized by enrichment of inflammatory, angiogenic, and immune-suppressive EV proteins, such as IL1RL1, TFRC, IL6ST, galectins, TNF superfamily death receptors, chemokines, and PCSK9. Pathway analysis revealed enrichment of angiogenesis, chemotaxis, ECM remodeling, and neutrophil degranulation associated with poor progression-free survival (PFS). In contrast, DR to ICI treatment was associated with EV proteins related to T- and B-cell activation and adaptive immunity. Sex-related differences in abundance and association with PFS was observed for certain EV proteins, including IL1RL1 and TFRC. A six protein EV model (IL1RL1, TFRC, ERI1, CCN5, IGFBPL1, and TNFRSF13C) demonstrated good prognostic performance for identifying NDR (AUC = 0.907) and stratified patients into three discrete risk groups. Conclusions: High-plex EV proteomics revealed biologically coherent tumour-immune signaling programs that are associated with ICI treatment resistance. Profiling circulating EVs may improve our understanding of EV-mediated immune evasion mechanisms and identify protein signatures that reflect the tumour immune microenvironment and predict response to immune checkpoint blockade.

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Integrative single-cell profiling of melanoma reveals a tumor microenvironment signature predictive of immunotherapy response

Margelos, T.; Mina, I.; Tserga, A.; Goula, E.; Kondylis, S.; Vlahou, A.; Frantzi, M.

2026-05-17 oncology 10.64898/2026.05.13.26352980 medRxiv
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Background: Immune checkpoint inhibitors have transformed cancer treatment, yet a large number of patients fail to respond. Identifying molecular characteristics that predict response before treatment initiation remains an unmet need. Towards that end, this study presents a large-scale integrative analysis of existing single-cell and bulk tissue datasets, aimed at identifying predictive features while providing insights into their cellular origin and potential function within the tumor microenvironment. Methods: A stepwise analysis was performed using single-cell RNA-sequencing data from 60 melanoma patients at baseline, separated into discovery (n=41) and validation (n=19) sets. An integrated bulk transcriptomics dataset (n=128) from melanoma patients and a bladder cancer dataset (n=298) were used for further validation. Results: Integrative analysis of melanoma single-cell datasets revealed that responders exhibit distinct molecular profiles across multiple cell types compared to non-responders. Notably, these included downregulation of the TNFR superfamily and other immunosuppressive genes (TNFRSF18, TNFRSF9, TNFRSF4, LGALS1, BATF, IL12RB2, LINGO1, DUSP4, SDC4, VCAM1) in T-cells. By investigating the findings from the immune cell populations in the bulk tumor context, 13 transcripts were found to be consistently associated with response across all cohorts. These were differentially expressed in T-cells (SELL, EPB41, CD96, UHFR2, LINGO1, LGALS1), B-cells (ALDH5A1), NK cells (PLEC, PDGFRB) and Monocytes (TLR10, ST6GAL1, IKZF1, MPRIP). A predictive model based on these features effectively discriminated responders from non-responders in melanoma (AUC=0.73). The model maintained significant predictive power in an independent bladder cancer dataset (IMvigor210; AUC=0.64). Of high clinical relevance, it demonstrated enhanced performance in identifying responders among patients with low tumor mutational burden (AUC=0.75). Conclusion: Our study reveals pre-treatment molecular features related to immune-cancer crosstalk that are associated with response to immunotherapy. A 13-gene model demonstrates potential added clinical value in stratifying responders, particularly in patients with low tumor mutational burden, meriting further validation.