Drive Tumor Progression Research Articles

Single-cell landscape identified SERPINB9 as a key player contributing to stemness and metastasis in non-seminomas

AbstractEmbryonal carcinoma (EC), characterized by a high degree of stemness similar to that of embryonic stem cells, is the most malignant subtype within non-seminomatous testicular germ cell tumors (TGCTs). However, the mechanisms underlying its malignancy remain unknown. In this study, we employed single-cell RNA sequencing to analyze four non-seminoma samples. Our differential expression analysis revealed high expression of SERPINB9 in metastatic EC cells. We conducted in vitro experiments to further investigate SERPINB9’s role in the progression of EC. Functionally, the knockdown of SERPINB9 in NCCIT and NTERA-2 leads to a diminished migratory capability and decreased cis-platin resistance, as demonstrated by Transwell migration assay and drug sensitivity assay. Moreover, embryoid bodies showed reduced size and lower OCT4 expression, alongside heightened expression of differentiation markers AFP, ACTA2, and CD57 in shSERPINB9 cells. In vivo, the role of SERPINB9 in maintaining cancer stemness was validated by the limiting dilution assay. Mechanistically, Bulk RNA-seq further showed downregulation of ERK1/2 signaling and WNT signaling pathways with concomitant upregulation of differentiation pathways subsequent to SERPINB9 knockdown. Additionally, the analysis indicated increased levels of cytokines linked to tertiary lymphoid structures (TLS), such as IL6, IL11, IL15, CCL2, CCL5, and CXCL13 in shSERPINB9 cells, which were further validated by ELISA. Our research indicates that SERPINB9 plays a key role in driving tumor progression by enhancing tumor stemness and suppressing TLS. This study stands as the first to elucidate the molecular signature of non-seminomas at a single-cell level, presenting a wealth of promising targets with substantial potential for informing the development of future therapeutic interventions.

TMIC-77. ELUCIDATING THE ROLE OF PTPRZ1 SIGNALING IN DRIVING GLIOBLASTOMA PROGRESSION USING THE NOVEL HUMAN ORGANOID TUMOR TRANSPLANTATION SYSTEM

Abstract Glioblastoma (GBM), the most malignant and aggressive primary brain tumor, is driven by both intrinsic genetic mutations and extrinsic factors from the tumor microenvironment (TME). GBM manipulates the TME to enhance its survival and proliferation through mechanisms such as forming functional synapses with adjacent normal cells and secreting immunosuppressive factors. Our laboratory has developed a novel human organoid tumor transplantation (HOTT) model, which allows for the interrogation of tumor-normal cell crosstalk at a molecular level and facilitates the dissection of specific signaling pathways that drive tumor progression and maintenance. Using single-cell transcriptomics on human GBM HOTTs, we identified the PTN-PTPRZ1 ligand-receptor interaction as a critical mediator of tumor-microenvironment communication. PTPRZ1, a receptor tyrosine phosphatase, has been previously implicated in glioma cell migration, and our data further elucidate its role in modulating tumor behavior. Specifically, we demonstrated that knockdown of PTPRZ1 within the TME of human cortical organoids significantly enhances glioma cell migration and inhibits differentiation, underscoring the essential role of PTPRZ1 in maintaining the tumor’s invasive phenotype. Further pharmacological inhibition of PTPRZ1’s catalytic activity with a small molecule revealed that these effects on cell fate determination are independent of its phosphatase activity. This suggests that PTPRZ1 exerts critical non-catalytic functions that are pivotal for GBM progression. To further investigate these non-catalytic mechanisms, we propose utilizing single-cell transcriptomics coupled with proximity labeling and proteomics. This approach will allow us to comprehensively map PTPRZ1-mediated signaling networks and elucidate their impact on tumor biology, potentially unveiling novel therapeutic targets. Our findings revealed a novel axis of GBM biology mediated by PTPRZ1 and highlighted the importance of considering microenvironmental interactions in the development of effective therapeutics for GBM.

EXTH-30. GENETIC ALTERATIONS THAT DEREGULATE RB AND PDGFRA SIGNALING PATHWAYS DRIVE TUMOR PROGRESSION IN IDH2-MUTANT ASTROCYTOMA

Abstract In IDH-mutant astrocytoma, IDH2 mutation is quite rare and biological mechanisms underlying tumor progression in IDH2-mutant astrocytoma remain unclear. In this presentation, we report a unique case of IDH2 mutant astrocytoma, CNS WHO grade 3 that developed tumor progression. We performed a comprehensive genomic and epigenomic analysis for primary and recurrent tumors and found that both tumors harbored recurrent IDH2R172K and TP53R248W mutation with CDKN2A/B hemizygous deletion. We also found amplifications of CDK4 and MDM2 with PDGFRA gain in the recur- rent tumor and upregulated protein expressions of these genes. We further developed, for the first time, a xenograft mouse model of IDH2R172K and TP53R248W mutant astrocytoma from the recurrent tumor, but not from the primary tumor. Consistent with parent recurrent tumor cells, amplifications of CDK4 and MDM2 and PDGFRA gain were found, while CDKN2A/B was identified as homozygous deletion in the xenografts, qualifying for integrated diagnosis of astro- cytoma, IDH2-mutant, CNS WHO grade 4. Cell viability assay found that CDK4/6 inhibitor and PDGFR inhibitor potently decreased cell viability in recurrent tumor cells, as compared to primary tumor cells. On the other hand, in accord with our previous study that IDH1 inhibitor was not sufficient to induce anti-tumor effects in IDH1-mutant high-grade gliomas (Tateishi K et al. Cancer Cell. 2015), we did not find decreased cell viability nor histone methylation status changes after mutation specific IDH2 inhibitor treatment of recurrent cells. These findings underlie that gene alterations that activate retinoblastoma (RB) signaling pathways and PDGFR may drive tumor progression and xenograft formation in IDH2-mutant astrocytoma, which is equivalent to progressive IDH1-mutant astrocytoma. Also, our findings suggest that these genomic alterations may represent therapeutic targets in IDH2-mutant astrocytoma.

PATH-29. LONGITUDINAL EPIGENOMIC EVOLUTION OF IDH-WILDTYPE GLIOBLASTOMA

Abstract Glioblastoma, IDH-wildtype remains a molecularly heterogeneous disease that is refractory to current therapies. To investigate how longitudinal epigenomic evolution of glioblastoma drives tumor progression and treatment resistance, we performed comprehensive histopathologic assessment, targeted genomic sequencing, and genome-wide DNA methylation profiling of paired initial and recurrent IDH-wildtype glioblastoma samples from 98 patients, as well as a separate longitudinal cohort of IDH-mutant astrocytomas for comparison. Primary treatment-naïve IDH-wildtype glioblastomas had more globally hypomethylated genomes compared to primary IDH-mutant astrocytomas. At time of recurrence, IDH-mutant astrocytomas uniformly became more hypomethylated similar to the global methylation levels in IDH-wildtype glioblastomas. In contrast, recurrent IDH-wildtype glioblastomas were heterogeneous with subsets becoming more globally hypermethylated (27%), hypomethylated (22%), or remaining stable (51%). Accordingly, a substantial proportion (52%) of recurrent glioblastomas underwent methylation class switching compared to their matched primary tumor, with a predominance of the RTK2 epigenetic subtype at initial surgery and the Mesenchymal epigenetic subtype at recurrence. Among approximately 850,000 interrogated CpG sites, we identified only 110 and 153 sites that consistently became more hypermethylated or hypomethylated between initial and recurrent IDH-wildtype glioblastomas, which regulate genes involved in neuronal morphogenesis, oligodendrocyte differentiation, and myelination. In contrast, we identified 260 and 18,527 CpG sites that consistently became more hypermethylated or hypomethylated between initial and recurrent IDH-mutant astrocytomas, which regulate genes involved in neuronal stem-like differentiation, cell cycle control, and other biologic processes. Finally, we developed a DNA methylation evolution signature incorporating change in mean beta-methylation values from initial to recurrent tumor specimens across 347 critical CpG sites that significantly correlated with clinical outcomes for patients with IDH-wildtype glioblastoma. In summary, IDH-wildtype glioblastomas demonstrate heterogeneous epigenomic evolution patterns distinct from IDH-mutant astrocytomas. These changes in epigenetic patterns may identify unique subgroups of glioblastoma with differential treatment response and inform future therapeutic studies targeting differentially methylated gene programs.

Extracellular Vesicles from Lung Adenocarcinoma Cells Induce Activation of Different Cancer-Associated Fibroblast Subtypes

Background: Lung cancer, including the major subtype lung adenocarcinoma (LUAD), is the leading cause of cancer deaths worldwide, largely due to metastasis. Improving survival rates requires new treatment strategies and a deeper understanding of the mechanisms that drive tumor progression within the tumor microenvironment (TME). This study investigated the impact of extracellular vesicles (EVs) derived from LUAD cells on lung fibroblasts. Methods: EVs were isolated from LUAD cell lines via ultracentrifugation and characterized using nanoparticle tracking analysis and Western blotting. Lung fibroblasts were treated with PBS, TGFβ, or EVs, and their activation was assessed through protein (Western blotting) and RNA analyses (RNA seq and RT-qPCR). Results: The results confirmed the TGFβ induced activation and showed that LUAD EVs could also activate fibroblasts, increasing cancer-associated fibroblast (CAF) markers. While EV-induced CAF activation displayed unique features, like an increase in proliferation-related genes, the EV and TGFβ treatments also shared some differentially expressed genes. The EV groups induced a higher expression of ECM remodeling and EMT-associated genes, but some of those genes were also upregulated in the TGFβ group. Mesenchymal genes POSTN and SPOCK1 were significantly upregulated in TGFβ- and EV-treated fibroblasts. Their secretion as proteins from the TGFβ- and EV-induced CAFs was not significant, confirmed through ELISA. Conclusions: These findings suggest that LUAD EVs play a role in CAF activation through both shared and distinct pathways compared to canonical TGFβ activation, potentially identifying novel gene expressions involved in CAF activation. Additionally, optimal protein secretion conditions of confirmed CAF-upregulated genes need to be established to determine their contribution to the TME.

A comprehensive luminal breast cancer patient-derived xenografts (PDX) library to capture tumor heterogeneity and explore the mechanisms of resistance to CDK4/6 inhibitors.

Breast cancer (BC) is marked by significant genetic, morphological and clinical heterogeneity. To capture this heterogeneity and unravel the molecular mechanisms driving tumor progression and drug resistance, we established a comprehensive patient-derived xenograft (PDX) biobank, focusing particularly on luminal (estrogen receptor, ER+) and young premenopausal patients, for whom PDX models are currently scarce. Across all BC subtypes, our efforts resulted in an overall success rate of 17% (26 established PDX lines out of 151 total attempts), specifically 15% in luminal, 12% in human epidermal growth factor receptor 2 positive (HER2+) and 35% in triple negative BC. These PDX mirrored morphologic and genetic features of BC from which they originated, serving as a reliable tool to investigate drug resistance and test therapeutic strategies. We focused on understanding resistance to CDK4/6 inhibitors (CDK4/6i), which are crucial in the treatment of patients with advanced luminal BC. Treating a sensitive luminal BC PDX with the CDK4/6i palbociclib revealed that, despite initial tumor shrinkage, some tumors might eventually regrow under drug treatment. RNA sequencing, followed by gene set enrichment analyses, unveiled that these PDXs have become refractory to CDK4/6i, both at biological and molecular levels, displaying significant enrichment in proliferation pathways, such as MTORC1, E2F and MYC. Using organoids derived from these PDX (PDxO), we observed that acquisition of CDK4/6i resistance conferred cross-resistance to endocrine therapy and that targeting MTORC1 was a successful strategy to overcome CDK4/6i resistance. Considered together, these results indicate that our PDX models may serve as robust tools to elucidate the molecular basis of BC disease progression and, by providing the possibility to simultaneously test different therapies on the same tumor, to surmount treatment resistance. While this approach is of course not feasible in the clinic, its exploitation in PDX may expedite the identification and development of more successful therapies for patients with advanced luminal BC. © 2024 The Author(s). The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.

TARGETED THERAPY IN DIFFUSE INTRINSIC PONTINE GLIOMA: A COMPREHENSIVE REVIEW OF MONOCLONAL ANTIBODIES

Abstract AIMS Diffuse intrinsic pontine glioma (DIPG) is a devastating pediatric brain tumor, marked by its poor prognosis and frequent recurrence despite conventional therapy. Our review examines the molecular landscape of DIPG, highlighting key factors driving tumor progression. We evaluate the therapeutic potential of various monoclonal antibodies (mAbs) targeting these factors, providing insights into their mechanisms and ongoing clinical trials. Our aim is to guide future investigations and immunotherapeutic strategies for DIPG. METHOD A narrative review was conducted using the PubMed database to identify relevant review articles, clinical trials, and observational studies published within the past 10 years, focusing on the use of mAbs in DIPG. The search terms “monoclonal antibodies”, “diffuse intrinsic pontine glioma”, and “targeted therapy” were employed. Additionally, a search was conducted on clinicaltrials.gov to gather information on ongoing and completed clinical trials. RESULTS Current human clinical trials on the checkpoint inhibitors anti-PD-1 (Nivolumab, Pembrolizumab, Balstilimab, Cemiplimab), anti-PD-L1 (Durvalumab), and anti-CTLA-4 (Ipilimumab, Zalifrelimab) have not demonstrated significant improvement in overall patient survival. One major limitation has been the small sample size and limited expression of such markers in DIPG. Conversely, combination therapies involving anti-VEGF (Bevacizumab) and anti-EGFR (Nimotuzumab and Cetuximab) have shown promising results in small sample studies, but these results are not conclusive. Trials on anti-CD276 (Omburtamab) and CD40 agonist (APX005M) have shown no specific clinical or tumor outcomes in DIPG. Newer emerging agents like anti-TIM3 and anti-IL13Ra2 have shown very favorable results in in-vivo and in-vitro studies. CONCLUSION Current evidence is insufficient to support the use of mAbs in DIPG. More large-size studies investigating the combinations of checkpoint inhibitors with different therapeutic agents are needed. Additionally, the promising results seen with anti-VEGF and anti-EGFR mAbs in their respective combination therapies warrant exploration in large-scale studies to draw more accurate conclusions. Furthermore, human trials should be conducted on anti-TIM3 and anti-IL13Ra2.

Exosomal miR-106a-5p from highly metastatic colorectal cancer cells drives liver metastasis by inducing macrophage M2 polarization in the tumor microenvironment

BackgroundThe tumor microenvironment (TME) is a dynamic system orchestrated by intricate cell-to-cell crosstalk. Specifically, macrophages within the TME play a crucial role in driving tumor progression. Exosomes are key mediators of communication between tumor cells and the TME. However, the mechanisms underlying exosome-driven crosstalk between tumor cells and macrophages during colorectal cancer (CRC) progression remain incompletely elucidated.MethodsSingle-cell RNA sequencing were analyzed using the Seurat package. Exosomes were isolated using ultracentrifugation and characterized by transmission electron microscopy, nanoparticle tracking analysis, and western blot. miRNAs differentially expressed in exosomes were analyzed using the limma package. CD206 expression in CRC tissues, exosomes tracing, and exosomal miR-106a-5p transport were observed through immunofluorescence. Macrophage polarization was assessed via qRT-PCR, ELISA, and flow cytometry. The interactions between miR-106a-5p, hnRNPA1, and SOCS6 were evaluated using miRNA pull-down, RIP, and dual-luciferase reporter assays. Transwell assays and liver metastasis model explored the role of exosomal miR-106a-5p-induced M2 macrophages in promoting CRC liver metastasis.ResultThe proportion of M2 macrophages is increased in CRC with liver metastasis compared to those without. Highly metastatic CRC cells release exosomes enriched with miR-106a-5p, which promote macrophages M2 polarization by suppressing SOCS6 and activating JAK2/STAT3 pathway. These M2 macrophages reciprocally enhance CRC liver metastasis. hnRNPA1 regulate the transport of miR-106a-5p into exosomes. Clinically, elevated miR-106a-5p in plasma exosomes correlated with liver metastasis and poor prognosis.ConclusionCRC-derived exosomal miR-106a-5p plays a critical role in promoting liver metastasis and is a potential biomarker for the prevention and treatment of CRC liver metastasis.

The EXO1/Polη/Polι axis as a promising target for miR-3163-mediated attenuation of cancer stem-like cells in non-small cell lung carcinoma.

Cancer stem-like cells (CSLCs) drive tumour progression and chemoresistance. The concerted efforts of EXO1 and TLS polymerases safeguard DNA integrity against chemotherapeutic drugs. In absence of potential drug targets, non-small cell lung carcinoma (NSCLC) patients have few therapeutic options. In current scenario, microRNAs offer a potential avenue for eradicating CSLCs. EXO1 downregulation impact on CSLCs expansion was assessed via flow cytometry. Co-localisation of EXO1, Polη and Polι was validated through co-immunoprecipitation and confocal-imaging. The effects of co-downregulation of Polη and Polι on CSLC survival, repair synthesis, and mutagenesis were evaluated using flow cytometry and immunohistochemistry in cell lines and xenografts. MicroRNA targeting EXO1 was studied for its role in CSLCs regulation. EXO1 downregulation in NSCLC CSLCs induces DNA lesions, triggering apoptosis and enhances cisplatin sensitivity. It collaborates with Polη and Polι in DNA repair, contributing to cisplatin resistance in CSLCs. Absence of Polη and Polι impairs repair and reduces cisplatin-induced mutagenesis. Co-downregulation of Polη and Polι in xenografts reduces tumour proliferation significantly. MiR-3163 overexpression sensitises CSLCs to cisplatin via targeting EXO1/Polη/Polι axis, as shown in mechanistic studies. This study unveils a novel regulatory pathway involving EXO1/Polη/Polι axis and miR-3163, providing insights into CSLCs regulation in NSCLC. EXO1/Polη/Polι axistargeted by miR-3163, resulting in the inhibition of cell growth and induction of apoptosis inNSCLC CSLCs.

Defining splicing factor requirements for androgen receptor variant synthesis in advanced prostate cancer.

Resistance to androgen receptor (AR)-targeted therapies represent a major challenge in prostate cancer (PC). A key mechanism of treatment resistance in patients who progress to castrate-resistant PC (CRPC) is the generation of alternatively spliced androgen receptor variants (AR-Vs). Unlike full-length AR (FL-AR) isoforms, AR-Vs are constitutively active and refractory to current receptor-targeting agents hence drive tumour progression. Identifying regulators of AR-V synthesis may therefore provide new therapeutic opportunities in combination with conventional AR-targeting agents. Our understanding of AR transcript splicing, and the factors that control the synthesis of AR-Vs, remains limited. While candidate-based approaches have identified a small number of AR-V splicing regulators, an unbiased analysis of splicing factors important for AR-V generation is required to fill an important knowledge gap and furnish the field with novel and tractable targets for PC treatment. To that end, we conducted a bespoke CRISPR screen to profile splicing factor requirements for AR-V synthesis. MFAP1 and CWC22 were shown to be required for the generation of AR-V mRNA transcripts and their depletion resulted in reduced AR-V protein abundance and cell proliferation in several CRPC models. Global transcriptomic analysis of MFAP1-depleted cells revealed both AR-dependent and -independent transcriptional impact, including genes associated with DDR. As such, MFAP1 downregulation sensitised PC cells to ionising radiation suggesting therapeutically targeting AR-V splicing could provide novel cellular vulnerabilities which can be exploited in CRPC. Implications: We have utilised a CRISPR screening approach to identify key regulators of pathogenic AR splicing in prostate cancer.

Kindlin-2 regulates the oncogenic activities of integrins and TGF-β in triple-negative breast cancer progression and metastasis

Kindlin-2, an adapter protein, is dysregulated in various human cancers, including triple-negative breast cancer (TNBC), where it drives tumor progression and metastasis by influencing several cancer hallmarks. One well-established role of Kindlin-2 involves the regulation of integrin signaling, achieved by directly binding to the cytoplasmic tail of the integrin β subunit. In this study, we present novel insights into Kindlin-2’s involvement in stabilizing the β1-Integrin:TGF-β type 1 receptor (TβRI) complexes, acting as a physical bridge that links β1-Integrin to TβRI. Loss of Kindlin-2 results in the degradation of this protein complex, leading to the inhibition of downstream oncogenic pathways. We used a diverse range of in vitro assays, including CRISPR/Cas9 gene editing, cell migration, 3D-tumorsphere formation and invasion, solid binding, co-immunoprecipitation, cell adhesion and spreading assays, as well as western blot and flow cytometry analyses, utilizing MDA-MB-231 and 4T1 TNBC cell lines. Additionally, preclinical in vivo mouse models of TNBC tumor progression and metastasis were employed to substantiate our findings. Our studies established the direct interaction between Kindlin-2 and β1-Integrin and between Kindlin-2 and TβRI. Disruption of these interactions, via CRISPR/Cas9-mediated knockout of Kindlin-2, led to the degradation of β1-Integrin and TβRI, resulting in the inhibition of oncogenic pathways downstream of both proteins, subsequently hindering tumor growth and metastasis. Treatment of Kindlin-2-deficient cells with the proteasome inhibitor MG-132 restored the expression of both β1-Integrin and TβRI. Furthermore, the rescue of Kindlin-2 expression reinstated their oncogenic activities in vitro and in vivo, while Kindlin-2 lacking domains involved in the interaction of Kindlin-2 with β1-Integrin or TβRI did not. This study identifies a novel function of Kindlin-2 in stabilizing the β1-Integrin:TβRI complexes and regulating their downstream oncogenic signaling. The translational implications of these findings are substantial, potentially unveiling new therapeutically targeted pathways crucial for the treatment of TNBC tumors.

EGFR and EGFRvIII coopt host defense pathways, promoting progression in glioblastoma.

Co-amplification of EGFR and EGFRvIII, a tumor-specific truncation mutant of EGFR, represent hallmark genetic lesions in glioblastoma. We used phospho-proteomics, RNA-sequencing, TCGA data and glioblastoma cell culture and mouse models to study the signal transduction mediated by EGFR and EGFRvIII. We report that EGFR and EGFRvIII stimulate the innate immune defense receptor Toll-like Receptor 2 (TLR2); and that knockout of TLR2 dramatically improved survival in orthotopic glioblastoma xenografts. EGFR and EGFRvIII activated TLR2 in a ligand-independent manner, promoting tumor growth and immune evasion. We show that EGFR and EGFRvIII cooperate to activate the Rho-associated protein kinase ROCK2, which modulated malignant progression both by activating TLR2 and WNT signaling, and through remodeling the tumor microenvironment. Together, our findings show that EGFR and EGFRvIII cooperate to drive tumor progression through ROCK2 and downstream WNT-β-catenin/TLR2 signaling pathways.

Glycans in melanoma: Drivers of tumour progression but sweet targets to exploit for immunotherapy.

Aberrant glycosylation recently emerged as an unmissable hallmark of cancer progression in many cancers. In melanoma, there is growing evidence that the tumour 'glycocode' plays a major role in promoting cell proliferation, invasion, migration, but also dictates the nature of the immune infiltrate, which strongly affects immune cell function, and clinical outcome. Aberrant glycosylation patterns dismantle anti-tumour defence through interactions with lectins on immune cells, which are crucial to shape anti-tumour immunity but also to trigger immune evasion. The glycan/lectin axis represents a new immune subversion pathway that is exploited by melanoma to hijack immune cells and escape from immune control. In this review, we describe the glycosylation features of melanoma tumour cells, and further gather findings related to the role of glycosylation in melanoma tumour progression, deciphering in detail its impact on immunity. We also depict glycan-based strategies aiming at restoring a functional anti-tumour response in melanoma patients. Glycans/lectins emerge as key immune checkpoints with promising translational properties. Exploitation of these pathways could reshape potent anti-tumour immunity while impeding immunosuppressive circuits triggered by aberrant tumour glycosylation patterns, holding great promise for cancer therapy.

An ILK/STAT3 pathway controls glioblastoma stem cell plasticity.

Glioblastoma (GBM) is driven by malignant neural stem-like cells that display extensive heterogeneity and phenotypic plasticity, which drive tumor progression and therapeutic resistance. Here, we show that the extracellular matrix-cell adhesion protein integrin-linked kinase (ILK) stimulates phenotypic plasticity and mesenchymal-like, invasive behavior in a murine GBM stem cell model. ILK is required for the interconversion of GBM stem cells between malignancy-associated glial-like states, and its loss produces cells that are unresponsive to multiple cell state transition cues. We further show that an ILK/STAT3 signaling pathway controls the plasticity that enables transition of GBM stem cells to an astrocyte-like state invitro and invivo. Finally, we find that ILK expression correlates with expression of STAT3-regulated proteins and protein signatures describing astrocyte-like and mesenchymal states in patient tumors. This work identifies ILK as a pivotal regulator of multiple malignancy-associated GBM phenotypes, including phenotypic plasticity and mesenchymal state.

Multi-task deep latent spaces for cancer survival and drug sensitivity prediction.

Cancer is a very heterogeneous disease that can be difficult to treat without addressing the specific mechanisms driving tumour progression in a given patient. High-throughput screening and sequencing data from cancer cell-lines has driven many developments in drug development, however, there are important aspects crucial to precision medicine that are often overlooked, namely the inherent differences between tumours in patients and the cell-lines used to model them in vitro. Recent developments in transfer learning methods for patient and cell-line data have shown progress in translating results from cell-lines to individual patients in silico. However, transfer learning can be forceful and there is a risk that clinically relevant patterns in the omics profiles of patients are lost in the process. We present MODAE, a novel deep learning algorithm to integrate omics profiles from cell-lines and patients for the purposes of exploring precision medicine opportunities. MODAE implements patient survival prediction as an additional task in a drug-sensitivity transfer learning schema and aims to balance autoencoding, domain adaptation, drug-sensitivity prediction, and survival prediction objectives in order to better preserve the heterogeneity between patients that is relevant to survival. While burdened with these additional tasks, MODAE performed on par with baseline survival models, but struggled in the drug-sensitivity prediction task. Nevertheless, these preliminary results were promising and show that MODAE provides a novel AI-based method for prioritizing drug treatments for high-risk patients. https://github.com/UEFBiomedicalInformaticsLab/MODAE.

Precision therapeutics and emerging strategies for HR-positive metastatic breast cancer.

Anti-oestrogen-based therapies, often combined with a CDK4/6 inhibitor, are the current standard-of-care first-line therapy for patients with advanced-stage hormone receptor-positive (HR+) breast cancer. Resistance to anti-oestrogen agents inevitably occurs, mediated by oestrogen receptor (ER)-dependent or ER-independent mechanisms that drive tumour progression. Emerging endocrine therapies include, but are not limited to, next-generation oral ER degraders and proteolysis targeting chimeras, which might be particularly effective in patients with ESR1-mutant breast cancer. Furthermore, cancers harbouring driver alterations in oncogenic signalling pathways, including AKT and PI3K, might be susceptible to novel combination strategies involving targeted inhibitors. Next-generation CDK2/4 inhibitors are an area of active clinical investigation, and efforts are ongoing to evaluate the role of sequential CDK inhibition. Approved and emerging antibody-drug conjugates exploiting novel target antigens have also demonstrated promising clinical activity. These novel agents, as well as further identification and characterization of predictive biomarkers, will hopefully continue to improve clinical outcomes, reduce the incidence of toxicities, and limit the extent of overtreatment in this population. In this Review, we describe the evolving treatment paradigm for patients with metastatic HR+ breast cancer in light of the growing armamentarium of drugs and biomarkers that will helpto shape the future therapeutic landscape. These strategies are expected to involve tumour molecular profiling to enable the delivery of precision medicine.

Single-cell tumor heterogeneity landscape of hepatocellular carcinoma: unraveling the pro-metastatic subtype and its interaction loop with fibroblasts

BackgroundTumor heterogeneity presents a formidable challenge in understanding the mechanisms driving tumor progression and metastasis. The heterogeneity of hepatocellular carcinoma (HCC) in cellular level is not clear.MethodsIntegration analysis of single-cell RNA sequencing data and spatial transcriptomics data was performed. Multiple methods were applied to investigate the subtype of HCC tumor cells. The functional characteristics, translation factors, clinical implications and microenvironment associations of different subtypes of tumor cells were analyzed. The interaction of subtype and fibroblasts were analyzed.ResultsWe established a heterogeneity landscape of HCC malignant cells by integrated 52 single-cell RNA sequencing data and 5 spatial transcriptomics data. We identified three subtypes in tumor cells, including ARG1+ metabolism subtype (Metab-subtype), TOP2A+ proliferation phenotype (Prol-phenotype), and S100A6+ pro-metastatic subtype (EMT-subtype). Enrichment analysis found that the three subtypes harbored different features, that is metabolism, proliferating, and epithelial-mesenchymal transition. Trajectory analysis revealed that both Metab-subtype and EMT-subtype originated from the Prol-phenotype. Translation factor analysis found that EMT-subtype showed exclusive activation of SMAD3 and TGF-β signaling pathway. HCC dominated by EMT-subtype cells harbored an unfavorable prognosis and a deserted microenvironment. We uncovered a positive loop between tumor cells and fibroblasts mediated by SPP1-CD44 and CCN2/TGF-β-TGFBR1 interaction pairs. Inhibiting CCN2 disrupted the loop, mitigated the transformation to EMT-subtype, and suppressed metastasis.ConclusionBy establishing a heterogeneity landscape of malignant cells, we identified a three-subtype classification in HCC. Among them, S100A6+ tumor cells play a crucial role in metastasis. Targeting the feedback loop between tumor cells and fibroblasts is a promising anti-metastatic strategy.

STAU1-mediated CNBP mRNA degradation by LINC00665 alters stem cell characteristics in ovarian cancer

BackgroundTo investigate the role of lncRNA LINC00665 in modulating ovarian cancer stemness and its influence on treatment resistance and cancer development.MethodsWe isolated ovarian cancer stem cells (OCSCs) from the COC1 cell line using a combination of chemotherapeutic agents and growth factors, and verified their stemness through western blotting and immunofluorescence for stem cell markers. Employing bioinformatics, we identified lncRNAs associated with ovarian cancer, with a focus on LINC00665 and its interaction with the CNBP mRNA. In situ hybridization, immunohistochemistry, and qPCR were utilized to examine their expression and localization, alongside functional assays to determine the effects of LINC00665 on CNBP.ResultsLINC00665 employs its Alu elements to interact with the 3’-UTR of CNBP mRNA, targeting it for degradation. This molecular crosstalk enhances stemness by promoting the STAU1-mediated decay of CNBP mRNA, thereby modulating the Wnt and Notch signaling cascades that are pivotal for maintaining CSC characteristics and driving tumor progression. These mechanistic insights were corroborated by a series of in vitro assays and validated in vivo using tumor xenograft models. Furthermore, we established a positive correlation between elevated CNBP levels and increased disease-free survival in patients with ovarian cancer, underscoring the prognostic value of CNBP in this context.ConclusionslncRNA LINC00665 enhances stemness in ovarian cancer by mediating the degradation of CNBP mRNA, thereby identifying LINC00665 as a potential therapeutic target to counteract drug resistance and tumor recurrence associated with CSCs.

A MYCN-driven de-differentiation profile identifies a subgroup of aggressive retinoblastoma

Retinoblastoma are childhood eye tumors arising from retinal precursor cells. Two distinct retinoblastoma subtypes with different clinical behavior have been described based on gene expression and methylation profiling. Using consensus clustering of DNA methylation analysis from 61 retinoblastomas, we identify a MYCN-driven cluster of subtype 2 retinoblastomas characterized by DNA hypomethylation and high expression of genes involved in protein synthesis. Subtype 2 retinoblastomas outside the MYCN-driven cluster are characterized by high expression of genes from mesodermal development, including NKX2-5. Knockdown of MYCN expression in retinoblastoma cell models causes growth arrest and reactivates a subtype 1-specific photoreceptor signature. These molecular changes suggest that removing the driving force of MYCN oncogenic activity rescues molecular circuitry driving subtype 1 biology. The MYCN-RB gene signature generated from the cell models better identifies MYCN-driven retinoblastoma than MYCN amplification and can identify cases that may benefit from MYCN-targeted therapy. MYCN drives tumor progression in a molecularly defined retinoblastoma subgroup, and inhibiting MYCN activity could restore a more differentiated and less aggressive tumor biology.

MYCN in neuroblastoma: The kings' new clothes and drugs

Deregulated levels of the MYCN oncogene contribute to the tumorigenesis of several human tumors including neuroblastoma. MYCN amplification classifies neuroendocrine tumors as high-risk and as a consequence is an unfavorable prognostic factor. MYCN has long been primarily described as a transcription factor, which binds to active promoters after heterodimerizing with MAX and directly regulates gene expression programs. New findings show that MYC proteins have novel oncogenic functions that are tumor-promoting and go beyond the regulation of gene expression. This review describes how MYCN continuously drives tumor progression by forming various protein complexes, for example to resolve torsional stress, coordinate transcription and replication, repair DNA damage and regulate R-loops. Interfering with the described processes as well as interfering with MYCN chromatin binding emerge as novel treatment strategies to indirectly target the oncoprotein. Furthermore, we describe the role of MYCN in metabolism and we review how these newly described functions of MYCN could be used as vulnerabilities for MYCN-driven tumors. Recent studies show that MYC proteins are capable of multimerizing at sites of genomic instability to protect cancer cells from stress. Additionally, MYCN can bind aberrant RNA transcripts, another feature to enhance the stress resilience of cancer cells, once again highlighting the oncogenic potential of MYC. Taken together, we show that the diverse functions of MYCN depend on its temporal and spatial dynamic interactome, making those interaction partners and functions crucial factors in the treatment of MYCN-related cancer.