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Cancer Cell

Elsevier BV

All preprints, ranked by how well they match Cancer Cell's content profile, based on 42 papers previously published here. The average preprint has a 0.05% match score for this journal, so anything above that is already an above-average fit. Older preprints may already have been published elsewhere.

1
Adaptive immunity to SARS-CoV-2 in cancer patients: The CAPTURE study

Fendler, A.; Au, L.; Boos, L. A.; Byrne, F.; Shepherd, S. T. C.; Shum, B.; Gerard, C. L.; Ward, B.; Xie, W.; Cerrone, M.; Cornish, G. H.; Pule, M.; Mekkaoui, L.; Ng, K.; Stone, R.; Gomes, C.; Flynn, H. R.; Agua-Doce, A.; Hobson, P.; Caidan, S.; Howell, M.; Goldstone, R.; Gavrielides, M.; Nye, E.; Snijders, B.; Macrae, J.; Nicod, J.; Hayday, A.; Gronthoud, F.; Messiou, C.; Cunningham, D.; Chau, I.; Starling, N.; Turner, N.; Rusby, J.; Welsh, L.; van As, N.; Jones, R.; Droney, J.; Banerjee, S.; Tatham, K.; Jhanji, S.; O'Brien, M.; Curtis, O.; Harrington, K.; Bhide, S.; Slattery, T.; Khan, Y.; Ti

2020-12-23 oncology 10.1101/2020.12.21.20248608 medRxiv
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There is a pressing need to characterise the nature, extent and duration of immune response to SARS-CoV-2 in cancer patients and inform risk-reduction strategies and preserve cancer outcomes. CAPTURE is a prospective, longitudinal cohort study of cancer patients and healthcare workers (HCWs) integrating longitudinal immune profiling and clinical annotation. We evaluated 529 blood samples and 1051 oronasopharyngeal swabs from 144 cancer patients and 73 HCWs and correlated with >200 clinical variables. In patients with solid cancers and HCWs, S1-reactive and neutralising antibodies to SARS-CoV-2 were detectable five months post-infection. SARS-CoV-2-specific T-cell responses were detected, and CD4+ T-cell responses correlated with S1 antibody levels. Patients with haematological malignancies had impaired but partially compensated immune responses. Overall, cancer stage, disease status, and therapies did not correlate with immune responses. These findings have implications for understanding individual risks and potential effectiveness of SARS-CoV-2 vaccination in the cancer population.

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Differential T cell clonal dynamics underlie outcomes to frontline chemoimmunotherapy in advanced gastric cancer

Wright, S.; Kang, S.; An, M.; Heo, Y. J.; Parikh, M.; Bi, L.; Lee, H.; Moorhead, G.; Haradhvala, N.; Lim, S. H.; Kim, S. T.; Getz, G.; Hacohen, N.; Lee, J.; Mehta, A.; Klempner, S. J.; Park, R. J.

2025-08-29 oncology 10.1101/2025.08.26.25334455 medRxiv
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The addition of aPD1 to 5-FU/platinum in advanced gastric cancer (GC) yields variable responses. To understand cooperativity between chemotherapy and immunotherapy, we previously reported a phase II trial sequentially adding pembrolizumab to 5-FU/platinum. In this study, we use single-cell RNA- and TCR-sequencing to analyze 66,813 T cells from primary tumor biopsies pre-treatment, post-chemotherapy, and post-immunotherapy in 33 patients. We observed greater abundance, persistence, and recruitment of T cells with predicted tumor-reactivity in patients with prolonged progression-free survival (slow progressors). Increased B cell abundance and predicted B cell to T cell interactions supported T cell memory and co-stimulation, providing a mechanism for increased abundance and persistence of progenitor-exhausted and tumor-reactive T cells in slow progressors. T cell clones emerging in the tumor after immunotherapy were in the blood before treatment only in slow progressors. Our study thus highlights pre-treatment and early chemotherapy-induced T cell dynamics and B cell to T cell interactions that may drive durable response to chemoimmunotherapy in GC.

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Integrated spatial and single-cell transcriptomic analysis of aggressive glioblastoma growth dynamics.

Alves-Pereira, C. F.; Kim, G. D.; Sherpa, N.; Colvin, K.; Khan, S. M.; Phan, K. P.; Wang, A. Z.; Dunn, I. F.; Johanns, T.; Tsitsykov, E.; Desai, R.; Dunn, G. P.; Petti, A. A.

2026-05-14 cancer biology 10.64898/2026.05.11.724432 medRxiv
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Glioblastoma (GBM) develops within a complex tumor ecosystem whose temporal dynamics remain poorly understood. Here, we performed longitudinal single-cell RNA sequencing and spatial transcriptomics across multiple timepoints in two widely used murine GBM models - CT2A and GL261 - which differ markedly in aggressiveness and response to immune checkpoint blockade. Tumor cell transcriptomes revealed model-specific programs: CT2A cells progressively upregulated epithelial-mesenchymal transition (EMT), non-classical MHC Class I, and progressively, hypoxia response pathways, resembling the human mesenchymal GBM cell state, while GL261 cells exhibited MHC Class II expression and developmental signatures resembling oligodendrocyte progenitor and astrocytic states. Ligand-receptor interaction analyses identified thrombospondins (Thbs1, Thbs2) and osteopontin (Spp1) as CT2A-specific tumor ligands mediating tumorigenic interactions with immune cells, with downstream targets enriched for EMT and TGF-{beta} pathways. Conversely, the GL261 model presented a differential potential to engage neuronal and perivascular guidance networks, with Glutamate and L1 cell adhesion molecule (L1cam) as lead signaling partners. The CT2A immune compartment exhibited progressive microglia-to-macrophage phenotypic conversion, enhanced macrophage infiltration driven by Spp1, and elevated T cell exhaustion, while GL261 maintained a distinct adaptive immune communication hub via MHC class II-CD4 signaling. Elevated THBS1, THBS2, and SPP1 expression correlated with poor survival in human GBM datasets. Together, these findings reveal divergent tumor-immune ecosystems in CT2A and GL261 that recapitulate distinct aspects of human GBM, with implications for therapeutic targeting.

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Single-cell based elucidation of molecularly-distinct glioblastoma states and drug sensitivity

Ding, H.; Burgenske, D. M.; Zhao, W.; Subramaniam, P. S.; Bakken, K. K.; He, L.; Alvarez, M. J.; Laise, P.; Paull, E. O.; Spinazzi, E. F.; Dovas, A.; Marie, T.; Upadhyayula, P.; Dela Cruz, F.; Diolaiti, D.; Kung, A.; Bruce, J. N.; Canoll, P.; Sims, P. A.; Sarkaria, J. N.; Califano, A.

2019-06-19 systems biology 10.1101/675439 medRxiv
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Glioblastoma heterogeneity and plasticity remain controversial, with proposed subtypes representing the average of highly heterogeneous admixtures of independent transcriptional states. Single-cell, protein-activity-based analysis allowed full quantification of >6,000 regulatory and signaling proteins, thus providing a previously unattainable single-cell characterization level. This helped identify four novel, molecularly distinct subtypes that successfully harmonize across multiple GBM datasets, including previously published bulk and single-cell profiles and single cell profiles from seven orthotopic PDX models, representative of prior subtype diversity. GBM is thus characterized by the plastic coexistence of single cells in two mutually-exclusive developmental lineages, with additional stratification provided by their proliferative potential. Consistently, all previous subtypes could be recapitulated by single-cell mixtures drawn from newly identified states. Critically, drug sensitivity was predicted and validated as highly state-dependent, both in single-cell assays from patient-derived explants and in PDX models, suggesting that successful treatment requires combinations of multiple drugs targeting these distinct tumor states.\n\nSignificanceWe propose a new, 4-subtype GBM classification, which harmonizes across bulk and single-cell datasets. Single-cell mixtures from these subtypes effectively recapitulate all prior classifications, suggesting that the latter are a byproduct of GBM heterogeneity. Finally, we predict single-cell level activity of three clinically-relevant drugs, and validate them in patient-derived explant.

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The Golgi Apparatus as an Arbiter of Oncofetal Reprogramming: A Systematic Review and Meta-Analysis Linking Embryonic Germ Layer Origin to the Post-Translational Modification Landscape of Cancer

Ferguson, D. J.

2025-06-30 oncology 10.1101/2025.06.29.25330484 medRxiv
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BackgroundPost-translational modifications (PTMs) represent a fourth dimension of the genetic code, orchestrated by the Golgi apparatus and central to the biology of cancer. The prevailing paradigm of oncofetal reprogramming posits that cancer cells reactivate embryonic developmental programs to drive tumorigenesis; however, the lineage-specific nature of this reversion remains incompletely defined. This review advances and systematically evaluates the hypothesis that the cancer PTM landscape is a traceable relic of the cells embryonic germ layer origin, ectoderm, mesoderm, or endoderm--offering a novel, developmentally-informed framework for precision oncology. ObjectivesTo systematically review and synthesize the global evidence linking cancer PTMs to their developmental origins and to evaluate the efficacy, safety, and implementation of PTM-targeted therapeutics through this novel developmental lens, with LLM assistance. MethodsFollowing PRISMA 2020 guidelines, and using LLM assistance, a systematic search of PubMed, Embase, Web of Science, Cochrane Library, and extensive grey literature sources, including over 3,000 theses, dissertations, clinical trial registries, and institutional reports, from inception to June 2025 was conducted. ResultsFrom an initial screen of over 25,000 records, 3,128 studies met the inclusion criteria, encompassing data from over 500,000 patients. Our analysis revealed distinct, germ-layer-specific PTM signatures and corresponding therapeutic vulnerabilities. Ectoderm-derived cancers (e.g., neuroblastoma, melanoma) are characterized by aberrant oncofetal glycosylation. Anti-GD2 immunotherapy, which targets a neural crest-specific glycan, demonstrated a profound survival benefit in high-risk neuroblastoma (Hazard Ratio for overall survival: 0.57, 95% CI 0.42-0.78, p<0.001). Mesoderm-derived malignancies (e.g., sarcomas, leukemias) exhibit dysregulated phosphorylation and SUMOylation. These cancers respond preferentially to kinase inhibitors (HR for overall survival: 0.72, 95% CI 0.68-0.76, p<0.001) and cellular therapies like CAR-T, which achieve overall response rates exceeding 80% in hematologic malignancies. Endoderm-derived adenocarcinomas (e.g., lung, colorectal) display a heightened dependency on the ubiquitin-proteasome system for managing proteotoxic stress, validating proteasome inhibitors (HR for overall survival: 0.77, 95% CI 0.71-0.84, p<0.001) and emerging PROTACs as key therapeutic classes. Implementation science analysis revealed profound global disparities, with treatment costs exceeding $450,000 per sequence and access to advanced PTM therapies below 5% in low-income countries. ConclusionThe post-translational modification landscape of cancer is fundamentally imprinted by its embryonic lineage, with the Golgi apparatus acting as a key arbiter of this oncofetal memory. This developmental framework provides a powerful new tool for rational drug design, biomarker discovery, and patient stratification. However, translating this scientific progress into global patient benefit requires timely and coordinated policy action to address the profound implementation chasm created by prohibitive costs and systemic inequities in healthcare access.

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Viral-based individualized neoantigen vaccine as adjuvant treatment in resected head and neck squamous cell carcinoma: immunogenicity and efficacy from a randomized Phase I trial

Ottensmeier, C.; Delord, J.-P.; Lalanne, A.; Jamet, C.; Le Gac, A.-L.; Bidet-Huang, K.; Grellier, B.; Deforges, J.; Brandely, M.; Quemeneur, E.; Bastien, B.; Tavernaro, A.; Lacoste, G.; Schoettel, V.; Spring-Giusti, C.; Silvestre, N.; Marchand, J.-B.; Robin, S.; Dochy, E.; Ceppi, M.; Riva, A.; Yamagata, N.; Brattas, P.; Onoguchi, K.; Yamashita, Y.; Fontenelle, H.; Eggert Martinez, M.; Baker, O.; Jones, T.; Schache, A.; Piaggio, E.; Bendjama, K.; Lantz, O.; Le Tourneau, C.

2026-01-06 oncology 10.64898/2026.01.06.25342687 medRxiv
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In approximately one third of patients, resected head and neck squamous cell carcinoma will recur. We postulated that the induction of tumor neoantigen-specific T cell responses could prevent relapse. To this end, we developed TG4050, an individualized neoantigen therapeutic vaccine encoding up to 30 patient-specific predicted tumor neoantigens delivered by a Modified Vaccinia Ankara virus viral vector. We tested TG4050 as single agent in a randomized phase I trial. We found that of 16 evaluable patients randomized to immediate vaccination with TG4050, none relapsed after a median follow-up of 30 months, while 3 relapsed in the 16 control arm patients randomized to observation and treatment with TG4050 after recurrence. Polyepitopic responses to vaccine neoantigens were detected in the blood of patients from both arms after treatment initiation. These responses were maintained throughout treatment and persisted for over one year after the last dose. Vaccine neoantigen-specific CD8+ T cells had an effector phenotype and displayed high expression of cytotoxic and tissue-resident markers. TCR repertoire analysis showed that vaccine neoantigen-specific CD8+ T cell responses were polyclonal and comprised both de novo responses and amplification of pre-existing tumor-infiltrating T cell clones. Together, this translational data is consistent with the model in which single-agent delivery of TG4050 induces long-lasting tumor neoantigen-specific cytotoxic T cell responses that prevent tumor recurrence.

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Cooperativity between H3.3K27M and PDGFRA poses multiple therapeutic vulnerabilities in human iPSC-derived diffuse midline glioma avatars

Skinner, K. R.; Koga, T.; Miki, S.; Gruener, R. F.; Grigore, F.-N.; Torii, E. H.; Seelig, D. M.; Suzuki, Y.; Kawauchi, D.; Lin, B.; Malicki, D. M.; Chen, C. C.; Benveniste, E. N.; Patel, R. P.; McFarland, B. C.; Huang, R. S.; Jones, C.; Mackay, A.; Miller, C. R.; Furnari, F. B.

2023-02-24 genomics 10.1101/2023.02.24.528982 medRxiv
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Diffuse midline glioma (DMG) is a leading cause of brain tumor death in children. In addition to hallmark H3.3K27M mutations, significant subsets also harbor alterations of other genes, such as TP53 and PDGFRA. Despite the prevalence of H3.3K27M, the results of clinical trials in DMG have been mixed, possibly due to the lack of models recapitulating its genetic heterogeneity. To address this gap, we developed human iPSC-derived tumor models harboring TP53R248Q with or without heterozygous H3.3K27M and/or PDGFRAD842V overexpression. The combination of H3.3K27M and PDGFRAD842V resulted in more proliferative tumors when gene-edited neural progenitor (NP) cells were implanted into mouse brains compared to NP with either mutation alone. Transcriptomic comparison of tumors and their NP cells of origin identified conserved JAK/STAT pathway activation across genotypes as characteristic of malignant transformation. Conversely, integrated genome-wide epigenomic and transcriptomic analyses, as well as rational pharmacologic inhibition, revealed targetable vulnerabilities unique to the TP53R248Q; H3.3K27M; PDGFRAD842V tumors and related to their aggressive growth phenotype. These include AREG-mediated cell cycle control, altered metabolism, and vulnerability to combination ONC201/trametinib treatment. Taken together, these data suggest that cooperation between H3.3K27M and PDGFRA influences tumor biology, underscoring the need for better molecular stratification in DMG clinical trials.

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Genetic and immune landscape evolution defines subtypes of MMR deficient colorectal cancer

Challoner, B. R.; Woolston, A.; Lau, D.; Buzzetti, M.; Fong, C.; Barber, L. J.; Anandappa, G.; Crux, R.; Assiotis, I.; Fenwick, K.; Begum, R.; Begum, D.; Lund, T.; Sivamanoharan, N.; Sansano, H. B.; Domingo-Arada, M.; Tran, A.; Eccles, B.; Ellis, R.; Falk, S.; Hill, M.; Krell, D.; Murugaesu, N.; Nolan, L.; Potter, V.; Saunders, M.; Shiu, K.-K.; Guettler, S.; Alexander, J. L.; Lazare-Iglesias, H.; Kinross, J.; Murphy, J.; von Loga, K.; Cunningham, D.; Chau, I.; Starling, N.; Ruiz-Banobre, J.; Dhillon, T.; Gerlinger, M.

2022-02-19 cancer biology 10.1101/2022.02.16.479224 medRxiv
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Mismatch repair deficient colorectal cancers have high mutation loads and many respond to immune checkpoint-inhibitors. We investigated how genetic and immune landscapes co-evolve in these tumors. All cases had high truncal mutation loads. Driver aberrations showed a clear hierarchy despite pervasive intratumor heterogeneity: Those in WNT/{beta}Catenin, mitogen-activated protein kinase and TGF{beta} receptor family genes were almost always truncal. Immune evasion drivers were predominantly subclonal and showed parallel evolution. Pan-tumor evolution, subclonal evolution, and evolutionary stasis of genetic immune evasion drivers defined three MMRd CRC subtypes with distinct T-cell infiltrates. These immune evasion drivers have been implicated in checkpoint-inhibitor resistance. Clonality and subtype assessments are hence critical for predictive immunotherapy biomarker development. Cancer cell PD-L1 expression was conditional on loss of the intestinal homeobox transcription factor CDX2. This explains infrequent PD-L1 expression by cancer cells and likely contributes to the high recurrence risk of MMRd CRCs with impaired CDX2 expression.

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Membrane-localised mutations predict the efficacy of cancer immunotherapy

Briquez, P. S.; Hauert, S.; Goldberger, Z.; Kurtanich, T.; Alpar, A. T.; Repond, G.; Wang, Y.; Gomes, S.; Siddarth, P.; Swartz, M. A.; Hubbell, J. A.

2022-05-29 oncology 10.1101/2022.05.28.22275728 medRxiv
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Due to their genetic instability, tumor cells bear mutations that can effectively be recognized by the immune system. In the clinic, immune checkpoint immunotherapy (ICI) can re-activate immune reactions against mutated proteins, known as neoantigens, leading to remarkable remission in cancer patients. Nevertheless, only a minority of patients are responsive to ICI, and approaches for prediction of responsiveness remain elusive yet are needed to improve the success of cancer treatments. While the tumor mutational burden (TMB) correlates positively with responsiveness and survival of patients undergoing ICI therapy, the influence of the subcellular localizations of the mutated proteins within the tumor cell has not been elucidated. Here, we hypothesized that the immune reactions are modulated by the localization of the mutated proteins and, therefore, that some subcellular localizations could favor responsiveness to ICI. We show in both a mouse melanoma model and human clinical datasets of 1722 ICI-treated patients that high membrane-localized tumor mutational burden (mTMB), particularly at the plasma membrane, correlate with responsiveness to ICI therapy and improved overall survival across multiple cancer types. We further highlight that mutations in the genes encoding for the membrane proteins NOTCH3, RNF43, NTRK3 and NOTCH1, among others, may serve as potent biomarkers to predict extended survival upon ICI in certain cancer types. We anticipate that our results will improve the predictability of cancer patient response to ICI and therefore may have important implications to establish future clinical guidelines to direct the choice of treatment toward ICI.

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Longitudinal and multimodal auditing of tumor adaptation to CDK4/6 inhibitors in HR+ metastatic breast cancers

Creason, A. L.; Egger, J.; Watson, C.; Sivagnanam, S.; Chin, K.; MacPherson, K.; Lin, J.-R.; Chen, Y.-A.; Johnson, B. E.; Feiler, H. S.; Galipeau, D.; Navin, N. E.; Demir, E.; Chang, Y. H.; Corless, C. L.; Mitri, Z. I.; Thomas, G.; Sorger, P. K.; Adey, A. C.; Coussens, L. M.; Gray, J. W.; Mills, G. B.; Goecks, J.

2023-09-29 cancer biology 10.1101/2023.09.27.557464 medRxiv
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CDK4/6 inhibitors (CDK4/6i) have transformed the treatment of hormone receptor-positive (HR+), HER2-negative (HR+) breast cancers as they are effective across all clinicopathological, age, and ethnicity subgroups for metastatic HR+ breast cancer. In metastatic ER+ breast cancer, CDK4/6i lead to strong and consistent improvement in survival across different lines of therapy. To improve understanding of how metastatic HR+ breast cancers become refractory to CDK4/6i, we have created a multimodal and longitudinal tumor atlas to investigate therapeutic adaptations in malignant cells and in the tumor immune microenvironment. This atlas is part of the NCI Cancer Moonshot Human Tumor Atlas Network and includes seven pairs of pre- and on-progression biopsies from five metastatic HR+ breast cancer patients treated with CDK4/6i. Biopsies were profiled with bulk genomics, transcriptomics, and proteomics as well as single-cell ATAC-seq and multiplex tissue imaging for spatial, single-cell resolution. These molecular datasets were then linked with detailed clinical metadata to create an atlas for understanding tumor adaptations during therapy. Analysis of our atlas datasets suggests a diverse set of tumor adaptations to CDK4/6i therapy. Malignant cells may adapt to therapy via mTORC1 activation, cell cycle bypass, and increased replication stress. The tumor immune microenvironment displayed evidence of both immune activation and immune suppression during therapy. Together, our metastatic ER+ breast cancer atlas represents a rich multimodal resource to better understand HR+ breast cancer tumor therapeutic adaptations to CDK4/6i therapy.

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Pembrolizumab alters the tumor immune landscape in a patient with dMMR glioblastoma

Bartkowiak, T.; Brockman, A. A.; Mobley, B. C.; Harmsen, H.; Moots, P.; Merrell, R.; Johnson, D. B.; Thompson, R. C.; Puduvalli, V. K.; Ihrie, R. A.

2023-12-26 oncology 10.1101/2023.12.08.23299732 medRxiv
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Congenital DNA mismatch repair defects (dMMR), such as Lynch Syndrome, predispose patients to a variety of cancers and account for approximately 1% of glioblastoma cases. While few therapeutic options exist for glioblastoma, checkpoint blockade therapy has proven effective in dMMR tumors. Here we present a case study of a male in their 30s diagnosed with dMMR glioblastoma treated with pembrolizumab who experienced a partial response to therapy. Using a multiplex IHC analysis pipeline on archived slide specimens from tumor resections at diagnosis and after therapeutic interventions, we quantified changes in the frequency and spatial distribution of key cell populations in the tumor tissue. Notably, proliferating (KI67+) macrophages and T cells increased in frequency as did other KI67+ cells within the tumor. Therapeutic intervention remodeled the cellular spatial distribution in the tumor leading to a greater frequency of macrophage/tumor cell interactions and T cell/T cell interactions, highlighting impacts of checkpoint blockade on tumor cytoarchitecture and revealing spatial patterns that may indicate advantageous immune interactions in glioma and other solid tumors treated with these agents. InsightThis work sheds light on the capacity of checkpoint blockade therapy to modulate the immune microenvironment in DNA mismatch repair deficient glioblastoma, highlights the utility of window-of-opportunity clinical trials in patient selection of immunomodulatory therapies, and demonstrates the feasibility and utility of mapping cellular interactions associated with therapeutic responses in gliomas and other solid tumors. Statement regarding non-clinical trial statusWe confirmed with a treating neurologist in this case that the treatment received by the individual whose samples are studied was part of routine clinical care and not a clinical trial, as the patient was previously diagnosed with Lynch syndrome (a mismatch repair deficiency). The use of pembrolizumab is recommended for treatment of tumors with high mutational burden due to mismatch repair deficiency and is currently considered standard of care for these tumors. Additionally, though the intervention and outcome are detailed in the manuscript, the focus of the manuscript is on reporting changes observed in the immune microenvironment at different points in the clinical trajectory - a retrospective analysis performed after clinical care was complete.

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Targeting Glioblastoma Cell State Plasticity for Enhanced Therapeutic Efficacy

Fine, H. A.; Cirigliano, S.; Singhania, R.; Nicholson, J. G.; Monga, I.; Wan, Y.; Haywood, C.; Muley, A.; Giacobetti, S.

2025-09-12 cancer biology 10.1101/2025.09.08.674897 medRxiv
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Glioblastoma (GBM) is the most common and deadly primary brain cancer, with limited therapeutic options. Treatment failure has been associated with intratumoral heterogeneity and the acquisition of a pronounced mesenchymal-like (MES-L) phenotype after recurrence. Here, we have screened a panel of drugs with diverse mechanisms of action across two patient-derived glioblastoma stem cells (GSCs) to characterize the dynamics of drug-mediated transcriptomic cellular state changes. Our results demonstrate that anti-tumor drugs induce significant but reversible alterations in cellular state distribution at the single-cell level in a drug-specific manner, influencing transitions between mesenchymal and the neurodevelopmental astrocytic-like (AC-L) states. Utilizing barcoded analysis in our recently developed ex vivo glioblastoma cerebral organoid (GLICO) model, we discerned distinct cell state sensitivities to the MES-L enhancing histone deacetylase inhibitor, panobinostat, which are contingent on the inducible modulation of the mesenchymal transcription factor FOSL1. The strategic combination of MES-L enhancing and MES-l suppressing genetic perturbations or drugs significantly increases anti-glioma activity in a strategy we call state-selective lethality. Overall, our findings highlight the critical role of cell state plasticity in the response of GSCs to anti-tumor therapeutic stress and underscore the potential for novel GBM combination drug strategies.

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Mapping T cell infiltration patterns in glioma tumor tissue

Hsia, T.; Escobedo, A. K.; Batool, S. M.; Ekanayake, E.; Dunn, G. P.; Choi, B. S.; Carter, B. S.; Balaj, L.

2025-06-26 oncology 10.1101/2025.06.25.25330286 medRxiv
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BackgroundThe glioma immune repertoire has emerged as a vital point of interest, particularly in the context of immunotherapeutics development and as a key player for prognostic and diagnostic biomarker identification. MethodsTumor tissue was collected from glioma patients and targeted immune repertoire sequencing of tumor infiltrating lymphocytes (TIL) from each of the four collected glioma tumor subtypes was performed. Gliomas were stratified based on WHO21 classification to map the TCR landscape of astrocytomas (grade II/III, grade IV), glioblastomas, and oligodendrogliomas. ResultsFollowing stratification of TCR repertoires and complete clonotype, V-J cassette, and CDR3 analysis, we identified cohort-specific levels of diversity, clonotype sharing, and conservation. Partitioning of these repertoires based on TCR diversity revealed significant influence on patient survival. Furthermore, mapping of CDR3 binding regions to antigens and their origins highlighted prognostic biomarkers and identified sequences binding to viral signatures associated with patient clinical outcomes. ConclusionThese findings underscore the importance of characterizing TCR repertoires in the context of the patient clinical condition. These unique repertoire signatures and correlated antigens may facilitate patient outcome prognostication and serve as a potential foundation for immunotherapeutic applications. Key PointsO_LIGlioma subtypes can be differentiated via TCR repertoire characterization. C_LIO_LIT cell diversity in gliomas influences patient overall survival. C_LIO_LITCR Clonotypes are binding sites for prognostic tumor proteins and viral disease. C_LI Importance of the StudyIn this study, we characterized the infiltrating immune repertoire of glial tumors through targeted T cell receptor sequencing of four glioma subtypes: grade II/III astrocytomas, grade IV astrocytomas, glioblastoma, and oligodendrogliomas. We performed multi-level analyses to examine TCR repertoire diversity across these subtypes, identifying unique clonotype prevalence and region usage in alpha-beta T cells. Classification of clonotypes relative to known associated antigen databases revealed unique signatures related to the viral diseases of cytomegalovirus and Epstein-Barr virus, as well as clonotypes with binding affinity for human tumor-derived proteins prognostic for glioma. This study reveals a unique perspective into the differentiation of glioma subtypes based on TCR clonotypes and further solidifies the role of TCR mapping in the patient care paradigm.

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Deconvolving SARS-CoV-2 mRNA vaccine impact on immunotherapy-related survival in a pandemic

Jee, J.; Zhang, J.; Lavery, J.; Waters, M.; Fong, C.; Minn, A.; Glickman, M.; Panageas, K.; Sawyers, C.; Schultz, N.

2025-11-23 oncology 10.1101/2025.11.21.25340753 medRxiv
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Real-world data suggest that SARS-CoV-2 mRNA vaccines, administered within 100 days of immune checkpoint inhibitor (ICI) treatment ("peri-ICI vaccination"), may improve ICI effectiveness, potentially through synergistic immune priming. Although peri-ICI vaccination was associated with longer survival when we applied a previous framework to our independent dataset, additional patterns emerged. Peri-ICI vaccination benefit diminished after 2021, a pattern confirmed in re-analysis of a published cohort. Benefit extended to patients treated with non-ICI antineoplastics. Benefit also dissipated in landmarked analyses restricted to periods of vaccine eligibility. Finally, progression-free survival in time periods with high vaccine uptake was not longer than in periods without vaccination. These analyses suggest peri-ICI vaccinations observed association with survival largely reflects selection bias in which patients with better prognosis were more likely to receive SARS-CoV-2 vaccines.

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Heterogeneity and targeted therapy-induced adaptations in lung cancer revealed by longitudinal single-cell RNA sequencing

Maynard, A.; McCoach, C. E.; Rotow, J. K.; Harris, L.; Haderk, F.; Kerr, L. D.; Yu, E. A.; Schenk, E. L.; Tan, W.; Zee, A.; Tan, M.; Gui, P.; Lea, T.; Wu, W.; Urisman, A.; Jones, K.; Sit, R.; Kolli, P. K.; Seeley, E.; Gesthalter, Y.; Le, D. D.; Yamauchi, K. A.; Naeger, D. M.; Thomas, N. J.; Gupta, A.; Gonzalez, M.; Do, H.; Tan, L.; Gomez-Sjoberg, R.; Gubens, M.; Jahan, T.; Kratz, J. R.; Jablons, D.; Neff, N.; Doebele, R. C.; Weissman, J.; Blakely, C. M.; Darmanis, S.; Bivona, T. G.

2019-12-13 cancer biology 10.1101/2019.12.08.868828 medRxiv
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Lung cancer, the leading cause of cancer mortality, exhibits heterogeneity that enables adaptability, limits therapeutic success, and remains incompletely understood. Single-cell RNA sequencing (scRNAseq) of metastatic lung cancer was performed using 44 tumor biopsies obtained longitudinally from 27 patients before and during targeted therapy. Over 20,000 cancer and tumor microenvironment (TME) single-cell profiles exposed a rich and dynamic tumor ecosystem. scRNAseq of cancer cells illuminated targetable oncogenes beyond those detected clinically. Cancer cells surviving therapy as residual disease (RD) expressed an alveolar-regenerative cell signature suggesting a therapy-induced primitive cell state transition, whereas those present at on-therapy progressive disease (PD) upregulated kynurenine, plasminogen, and gap junction pathways. Active T-lymphocytes and decreased macrophages were present at RD and immunosuppressive cell states characterized PD. Biological features revealed by scRNAseq were biomarkers of clinical outcomes in independent cohorts. This study highlights how therapy-induced adaptation of the multi-cellular ecosystem of metastatic cancer shapes clinical outcomes.

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Landmark ctDNA molecular response represents an early predictor of immunotherapy outcomes in lung cancer

Niknafs, N.; Sivapalan, L.; Balan, A.; Wehr, J.; Pereira, G.; Hosseini-Nami, S.; Rao, N.; Jolly, S.; Velliangiri, K.; Beadles, I.; Loftus, T.; Chesnick, B.; Medina, J.; Xiao, W.; Pabani, A.; Marrone, K. A.; Li, Q. K.; Murray, J. C.; Rinaldi, L.; Dracopoli, N. C.; Sausen, M.; Hann, C. L.; Scott, S. C.; Feliciano, J.; Lam, V. K.; Levy, B.; Velculescu, V. E.; Brahmer, J. R.; Forde, P. M.; Vellanki, P. J.; Anagnostou, V.

2026-02-23 oncology 10.64898/2026.02.18.26346415 medRxiv
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PurposeCirculating tumor DNA (ctDNA) analyses are informative as an early indicator of immunotherapy response in advanced non-small cell lung cancer (NSCLC); however, the clinical value of ctDNA molecular response requires further validation. Patients and MethodsAs part of a prospective clinical protocol (NCT05995821), we conducted targeted error-correction sequencing of ctDNA (n=328) and matched WBC DNA (n=109) from 109 patients with metastatic NSCLC who received anti-PD-(L)1 either as monotherapy or in combination. Following cellular origin resolution of 2,818 variants, landmark molecular response (mR) was defined as undetectable ctDNA within 3-9 weeks of treatment initiation. ResultsPre-treatment ctDNA burden, but not blood tumor mutation burden, predicted survival. Implementing a tumor-naive WBC DNA-informed approach increased the number of evaluable cases without compromising the overall accuracy of landmark ctDNA molecular responses. A direct comparison of single-timepoint on-therapy ctDNA assessment with ctDNA dynamics from baseline to the 3-9-week interval, along with an analysis of heterogeneity in molecular response within the 3-9-week window, showed that undetectable ctDNA at the landmark timepoint can effectively predict survival outcomes. A significant enrichment in landmark ctDNA mR was noted among patients with progression-free survival (PFS) [&ge;]6 months with immunotherapy (p=2.5e-05) and chemo-immunotherapy (p=0.02). Patients in the landmark mR group had longer progression-free (p=1.6e-06) and overall survival (p=2.5e-05) than those with molecular progression. ConclusionsLandmark ctDNA molecular response provides a real-time, accurate approach for monitoring immunotherapy clinical outcomes. Although not currently validated for regulatory use, these findings demonstrate the potential utility of ctDNA as an early endpoint in clinical trials. Translational RelevanceEmploying circulating tumor DNA (ctDNA) dynamics as an early indicator of immunotherapy response requires a roadmap for the next-generation sequencing approach, definition of molecular response and establishment of its clinical sensitivity. In this study, we introduce the concept of a landmark ctDNA molecular response, determined 3-9 weeks after initiation of immunotherapy, that maximizes the number of evaluable patients without sacrificing the specificity of the approach. Notably, when evaluating heterogeneity in ctDNA detection within the landmark 3-9-week window and assessing the impact of landmark interval dynamics on survival, we found that a single ctDNA assessment performed similarly to multiple ctDNA measurements within the landmark window (most notably, regardless of whether the timepoints were concordant or discordant). Our findings demonstrate that a single assessment of early on-therapy landmark ctDNA molecular response, can identify patients at risk of disease progression and enable future intervention and therapy optimization.

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Comprehensive Longitudinal ctDNA Monitoring in Metastatic Cancer Patients Treated with an Individualized Neoantigen-directed Vaccine

Schenk, D.; Davis, M. J.; Zhou, R.; Mantilla, A.; Galbraith, M.; Spiro, O.; Petrillo, O.; Faria do Valle, I.; Ferguson, A. R.; Jooss, K.; Dhanik, A.

2024-12-07 genomics 10.1101/2024.12.04.626817 medRxiv
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PurposeCirculating-tumor DNA (ctDNA) is an emerging, minimally invasive diagnostic and prognostic biomarker for patients receiving a variety of cancer therapies. Comprehensive and robust longitudinal monitoring of ctDNA can provide an understanding of tumor burden, heterogeneity, and response or resistance to treatment. Experimental DesignctDNA of 28 metastatic cancer patients receiving an individualized neoantigen-directed immunotherapy was monitored longitudinally, up to two years, using a unique hybrid next generation sequencing assay targeting tumor-informed and tumor-naive variants. Patient-specific panels were designed targeting an average of 144 variants per patient. A tumor-naive universal panel was also designed for inclusion with patient-specific panels to monitor recurrently mutated tumor hotspots (e.g., KRAS and TP53) and genes implicated in immunotherapy resistance (B2M, TAP1/2). ResultsAnalytical characterization of the assay established linearity with a mean variant allele frequency (VAF) [&ge;]0.049%, and a variant-level limit of detection (LOD95) of 0.12%. Tumor-informed variants were detected in 26/28 patients, and de novo variants were observed in 25/28 patients. HLA LOH was also observed. Longitudinal ctDNA data provided key insights into patients responses to vaccine treatment. ConclusionsThe hybrid design of the ctDNA monitoring assay provides the sensitivity and specificity required for evaluating patient samples undergoing individualized therapy. It provides an improved capability to understand patient response to experimental therapies and further supports the utility of ctDNA as a cancer biomarker.

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Human Organoid Tumor Transplantation Identifies Functional Glioblastoma - Microenvironmental Communication Mediated by PTPRZ1

Ge, W.; Kan, R. L.; Yilgor, C.; Fazzari, E.; Nano, P. R.; Azizad, D. J.; Li, M.; Ito, J. Y.; Tse, C.; Tum, H. A.; Scholes, J.; Patel, K. S.; Nathanson, D. A.; Bhaduri, A.

2024-05-05 cancer biology 10.1101/2024.05.02.592055 medRxiv
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Glioblastoma, the most aggressive and deadly form of primary brain cancer, is driven by both intrinsic cellular properties and external factors from the tumor microenvironment. Here, we leverage our novel human organoid tumor transplantation (HOTT) system to explore how extrinsic cues modulate glioblastoma cell type specification, heterogeneity, and migration. We show that HOTT recapitulates the core features of major patient tumor cell types and key aspects of peritumor cell types, while providing a human microenvironment that uniquely enables perturbations in both the patient tumor and its microenvironment. Our exploration of patient tumor - microenvironmental interactions in HOTT highlighted PTPRZ1, a receptor tyrosine phosphatase implicated in tumor migration, as a key player in intercellular communication. We observed that tumor knockdown of PTPRZ1 recapitulated previously described roles in migration and maintaining progenitor identity. Unexpectedly, environmental PTPRZ1 knockdown drove opposite migration and cell fate changes in the tumor, even when the tumor was not manipulated. This previously undiscovered mode of tumor-microenvironmental communication highlights the need to study human glioblastoma in the context of a human microenvironment such as HOTT.

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Rapid and dynamic reprogramming within the tumor microenvironment drives EDA-CAR-T dysfunction and compromised therapeutic efficacy in solid tumors

Redondo-Frutos, R.; Justicia-Lirio, P.; Cervantes-Calleja, M. E.; San Martin-Uriz, P.; Aguirre-Ruiz, P.; Jordana-Urriza, L.; Garnica-Suberviola, M.; Camara-Pena, S.; Alignani, D.; Lopez, A.; Rodriguez-Diaz, S.; Martinez-Turrillas, R.; Gorraiz, M.; Bakirdogen, D.; Pocaterra, A.; Inoges, S.; Lopez-Diaz de Cerio, A.; Algul, H.; Mondino, A.; Hernaez, M.; Lasarte, J. J.; Prosper, F.; Lozano, T.; Rodriguez-Madoz, J. R.

2026-05-03 genomics 10.64898/2026.04.29.721801 medRxiv
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BackgroundChimeric antigen receptor (CAR)-T cell therapies efficacy in solid tumors remains limited, largely due to the profoundly immunosuppressive tumor microenvironment (TME) which drives CAR-T cells to dysfunction and poor persistence. A comprehensive understanding of the dynamic interplay between CAR-T cells and the TME is therefore critical for the rational design of more effective CAR-T strategies for solid cancers. MethodsHere, we performed single-cell RNA sequencing of tumor samples from immunocompetent mice treated with stroma-targeting EDA-CAR-T cells, profiling CAR-T cell states and TME programs at the peak of antitumor response and during subsequent tumor progression. ResultsOur analysis revealed a marked temporal remodeling of EDA-CAR-T cells within the TME, where early antitumor efficacy is associated with concurrent expansion of cytotoxic effector CD8 CAR-T cells and activation of memory CD4 CAR-T subsets. Moreover, EDA-CAR-T cells effectively engaged the myeloid compartment, resulting in strengthened communication networks involving T cell activation. However, by tumor progression, EDA-CAR-T cells suffered a widespread transcriptional reprogramming towards dysfunction, characterized by loss of effector programs alongside induction of exhaustion and immunoregulatory pathways within the TME, including PD-L1/PD-L2 and TGF{beta} signaling, which impairs sustained immune responses. Notably, early CAR-T cell activation led to increased susceptibility to TME-mediated immunosuppression, revealing EDA-CAR-T-specific soluble galectin-mediated cell-to-cell interaction networks. ConclusionsTogether, this works offers a high-resolution view of CAR-T cell dynamics within the solid TME, uncovering cellular and molecular mechanisms of rapid functional decline and identifying regulatory pathways within the TME that can be exploited to improve CAR-T cell therapy efficacy in solid tumors. KEY MESSAGES OF THE ARTICLEO_ST_ABSWhat is already known on this topicC_ST_ABSThe determinants of CAR-T cell therapeutic efficacy in solid tumors remain poorly defined, largely due to the complexity of the immunosuppressive tumor microenvironment. In this effort, it is necessary to perform comprehensive and detailed mechanistic studies that capture CAR-T cell dynamics within the solid tumor microenvironment to understand treatment failure. What this study addsWe performed single-cell profiling of stroma-targeting EDA-CAR-T cells, revealing their dynamic reprogramming toward dysfunction within the solid tumor microenvironment. We dissected CAR-T cell states and their cell-to-cell interactions with the tumor microenvironment across response and tumor progression and identified mechanisms linking CAR-T cell functionality and therapeutic failure. How this study might affect research, practice or policyThis study provides comprehensive mechanistic insights from an immunocompetent model that can be leveraged to identify shared determinants of CAR-T cell functionality in solid tumors and potentially guide the rational development of improved CAR-T cell therapies.

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Glioblastoma induces the recruitment and differentiation of hybrid neutrophils from skull bone marrow

Lad, M.; Beniwal, A.; Jain, S.; Shukla, P.; Jung, J.; Shah, S.; Yagnik, G.; Babikir, H.; Nguyen, A. T.; Gill, S.; Young, J. S.; Lui, A.; Salha, D.; Diaz, A.; Aghi, M. K.

2023-03-25 cancer biology 10.1101/2023.03.24.534105 medRxiv
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Tumor-associated neutrophil (TAN) effects on glioblastoma biology remain under-characterized. We show here that hybrid neutrophils with dendritic features - including morphological complexity, expression of antigen presentation genes, and the ability to process exogenous peptide and stimulate MHCII-dependent T cell activation - accumulate intratumorally and suppress tumor growth in vivo. Trajectory analysis of patient TAN scRNA-seq identifies this phenotype as a polarization state which is distinct from canonical cytotoxic TANs and differentiates intratumorally from immature precursors absent in circulation. Rather, these hybrid-inducible immature neutrophils - which we identified in patient and murine glioblastomas - arise from local skull marrow. Through labeled skull flap transplantation and targeted ablation, we characterize calvarial marrow as a potent contributor of antitumoral myeloid APCs, including hybrid TANs and dendritic cells, which elicit T cell cytotoxicity and memory. As such, agents augmenting neutrophil egress from skull marrow - such as intracalvarial AMD3100 whose survival prolonging-effect in GBM we demonstrate - present therapeutic potential.