Biology subjects

Graupera, M.

Publications and source records attributed to Graupera, M..

13 recordsLinked to original sources

bioRxiv2026

A pan-cancer single-cell atlas of pericytes

Pericytes display marked tissue-specific transcriptional identities, raising the question of whether tumour-associated pericytes converge towards shared adaptive states across cancers. Here, we built a pan-cancer single-cell RNA sequencing atlas of pericytes, integrating nearly four million cells across nine tissues, complemented by spatial transcriptomic analyses. Despite their physiological diversity, pericytes were recurrently expanded in tumours and converged on a common transcriptional program, the tumour-associated pericyte signature (TAPS). TAPS robustly identified pericytes across datasets, outperforming canonical markers in tumour contexts. Tumour-associated pericytes further diversified into specialised states including extracellular matrix (ECM)-associated and interferon (IFN)-responsive programs, which occupy mutually exclusive tumour ecosystems. ECM-associated pericytes were enriched in desmoplastic, fibroblast-rich regions and were associated with adverse clinical outcomes across multiple cancer types. IFN-responsive pericytes accumulated in inflammatory niches, with macrophages implicated as candidate drivers of specialisation. Together, our multi-layered analysis defines convergent and specialised tumour-associated pericyte programs across human cancers.

cancer biology↗

bioRxiv2026

ERK overstimulation leads to cell hyperproliferation in hereditary hemorrhagic telangiectasia landscape

Hereditary hemorrhagic telangiectasia (HHT) is a rare vascular disorder caused by pathogenic variants in members of the BMP9/ALK1 signaling hub. In the present study we show that, regardless of whether the alterations are caused by reduced BMP9/ALK1 signaling (pathogenic variants in the ENG or ALK1 genes) or by overactivation of this pathway (such as the SMAD6 pathogenic variants), all are associated with increased endothelial cell (EC) proliferation and high levels of ERK MAPK activation in patient biopsies. We reproduced this phenotype in vitro in ECs lacking SMAD6 or after SMAD1 knockdown using siRNA. Loss of SMAD6 leads to dysregulation of the Notch pathway, with downregulation of phosphatases and consequent overstimulation of ERK. In normal ECs, BMP9 and Notch signaling inhibit ERK activity by upregulating PPP1R3C, a regulatory subunit of the PP1 phosphatase. Notably, BMP9-mediated inhibition of ERK is abolished when cells are transfected with siRNA targeting PPP1R3C. ERK hyperactivation was also observed in an HHT2 mouse model (ALK1-2loxP;Cdh5-CreERT2). Loss of both ALK1 alleles in adult mice leads to vascular failure and hemorrhages in the lung and intestine; these injuries are significantly reduced by treatment with the MEK/ERK inhibitor selumetinib. Overall, our work identifies a key role for ERK activation involved in HHT pathogenesis, suggesting that ERK inhibition may represent a promising therapeutic strategy for these patients. Translational PerspectiveHereditary hemorrhagic telangiectasia (HHTs) is a rare vascular disorder caused by mutations in members of the BMP9/ALK1 signaling hub. In the present study we show that all different forms of HHTs are associated with increased endothelial cell (EC) proliferation, which correlates with high levels of ERK activation in patient biopsies. ERK hyperactivation is also observed in an HHT2 mouse model in which loss of both ALK1 alleles in adult mice leads to vascular failure and hemorrhages in the lung and intestine. These injuries are significantly reduced by treatment with the MEK/ERK inhibitor selumetinib. Overall, our work identifies a key role for ERK activation in HHT pathogenesis, suggesting that ERK/MEK inhibitors may represent a promising therapeutic strategy for these patients.

pathology↗

bioRxiv2025

Context-dependent response of endothelial cells to PIK3CA mutation

Cancer mutations in the PIK3CA gene cause congenital disorders. The endothelium is among the most frequently affected tissues in these disorders, displaying aberrant vascular overgrowth in the form of malformations. Pathological PIK3CA vascular phenotypes are found in veins and capillaries but rarely in arteries for reasons that are unclear at present. Here, using lineage tracing, we show that expression of mutated PIK3CAH1047R in endothelial cells leads to marked clonal expansions in capillary and venous endothelial cells. In contrast, mature arterial endothelial cells are refractory to PIK3CA mutation under these conditions and never display pathological phenotypes. Moreover, PIK3CAH1047Rexpression in arterial precursors interrupts arterial differentiation, thereby driving fate switch towards venous identity. This fate rewiring offers an additional layer of protection to prevent arterial damage in response to PIK3CA genetic perturbation. Molecularly, the PIK3CAH1047R-driven arterial-to-venous fate switch is orchestrated by upregulation of the vein-specifying transcription factor Nr2f2/COUP-TFII. Our findings reveal that pathogenic responses to PIK3CAH1047Rgreatly depend on the diferentation stage and fate trajectory of the targeted cell. Arteries are thus shielded against PIK3CA mutation, solving the long-standing question on the rarity of PIK3CA-related arterial malformations observed in patients.

developmental biology↗

bioRxiv2025

Astrocytic PI3Kα controls synaptic plasticity and cognitive function via serine metabolism

Astrocytes are known to modulate neuronal activity by gliotransmission and through metabolic regulation. However, the connection between these two processes is still poorly defined. In this work we show that the p110 isoform of the phosphatidylinositol 3-kinase (PI3K) in astrocytes is required for long-term potentiation (LTP) and has an impact on learning and memory. Using a specific deletion of p110 from hippocampal astrocytes in adult mice, we found that LTP depends on astrocytic p110 to sustain D-serine levels for the activation of NMDA receptors during LTP induction. This requirement is based on the L-serine biosynthetic pathway of the astrocyte, which is defective in the absence of p110 because of a reduced glycolytic flux. Accordingly, the behavioral impairment in mice lacking p110 can be rescued by in vivo administration of L-serine. These results link for the first time the function of PI3K in astrocytes to cerebral metabolism and its influence in synaptic plasticity and cognition.

neuroscience↗

bioRxiv2025

Transcription factor 19 is an androgen responsive gene that modulates vessel homeostasis and sustains metastatic prostate cancer

Prostate cancer is a prevalent tumor type that, despite being highly curable, progresses to metastatic disease in a fraction of patients, thus accounting for more than 350.000 annual deaths worldwide. In turn, uncovering the molecular insights of metastatic disease is instrumental to improve the survival rate of prostate cancer patients. By means of gene expression metanalysis in multiple prostate cancer patient cohorts, we identified a set of genes that are differentially expressed in aggressive prostate cancer. Transcription factor 19 (TCF19) stood out as an unprecedented epithelial gene upregulated in metastatic disease, with prognostic potential and associated with the activity of androgen receptor. By combining computational and empiric approaches, our data revealed that TCF19 is required for full metastatic capacity and its depletion influences core cancer-related processes, such as vascular permeability, supporting the role of this gene in the dissemination of prostate tumor cells.

cancer biology↗

bioRxiv2025

Transcriptional network analysis of PTEN protein-deficient prostate tumors reveals robust stromal reprogramming and signs of senescent paracrine communication

Among the extensive genomic alterations in prostate cancer, the genomic deletion of PTEN stands out as one of the most consistently observed and confirmed alteration. PTEN loss in prostate tumors is primarily associated with cancer cell proliferation and survival through the activation of the PI3K-AKT-mTOR signalling pathway. However, its use as a robust biomarker in the clinical practice is hampered by the complex epigenetic, transcriptional and post-translational regulation. Here, we undertook an approach that combined in situ assessment of PTEN protein with transcriptional surrogates of its activity to gain insights into the downstream functional effects of PTEN loss in primary tumors. Our extensive bioinformatic analyses, including the integration with single-cell RNA-Seq approaches in a new clinical cohort, highlighted stroma remodeling as the major cancer cell-extrinsic process associated with PTEN loss. By applying similar computational strategy on the transcriptomic data generated from primary prostate tumors of genetically engineered Pten knock-out mouse models, we validated the causal role of Pten in the stromal reaction observed in clinical specimens. Mechanistically, we provide evidence for the activation of a paracrine program that encompasses enhanced TGF-{beta} signalling and that is compatible with the secretome of PTEN-deficient senescent cancer cells. Our study provides relevant biological context to the cellular and molecular alterations unleashed upon PTEN protein loss.

cancer biology↗

bioRxiv2024

The transcriptional landscape of metastatic hormone-naive prostate cancer

Metastatic hormone-naive prostate cancer (mHNPC) is an infrequent form of this tumour type that is characterized by metastasis at the time of diagnosis and accounts for 50% of prostate cancer-related deaths. Despite the extensive characterization of localized and metastatic castration resistant prostate cancer (mCRPC), the molecular characteristics of mHNPC remain largely unexplored. Here we provide the first extensive transcriptomics characterization of mHNPC. We generated discovery and validation bulk and single-cell RNA-Seq datasets and performed integrative computational analysis in combination with experimental studies. Our results provide unprecedented evidence of the distinctive transcriptional profile of mHNPC and identify stroma remodelling as a predominant feature of these tumours. Importantly, we discover a central role for the transcription factor SOX11 in triggering a heterotypic communication that is associated to the acquisition of metastatic properties. Our study will constitute an invaluable resource for a profound understanding of mHNPC that can influence patient management.

cancer biology↗

bioRxiv2023

p53 rapidly restructures 3D chromatin organization to trigger a transcriptional response

Activation of the p53 tumor suppressor triggers a transcriptional program to control cellular response to stress. However, the molecular mechanisms by which p53 controls gene transcription are not completely understood. Here, using a multi-omics integration framework, we uncover the critical role of spatio-temporal genome architecture in this process. We demonstrate that p53 drives direct and indirect changes in genome compartments, topologically associating domains and DNA loops within minutes of its activation, which escort the p53 transcriptional program along time. Focused on p53-bound enhancers, we report a core transcriptional program of 340 genes directly regulated by p53 over distance, most of these not previously identified. Finally, we showcase that p53 controls transcription of distal genes through newly formed and pre-existing enhancer-promoter loops in a cohesin dependent manner. Taken together, our findings demonstrate a previously unappreciated architectural role of p53 as regulator at distinct topological layers and provide a reliable set of new p53 direct target genes that may help future designs of p53-based cancer therapies.

genomics↗

bioRxiv2022

Shear stress induced KLF4 is a key determinant in AVM pathogenesis

BackgroundVascular networks form, remodel and mature under the influence of both fluid shear stress (FSS) and soluble factors. For example, FSS synergizes with Bone Morphogenic Protein 9 (BMP9) and BMP10 to promote and maintain vascular stability. Mutation of the BMP receptors ALK1, Endoglin or the downstream effector SMAD4 leads to Hereditary Hemorrhagic Telangiectasia (HHT), characterized by fragile and leaky arterial-venous malformations (AVMs). But how endothelial cells (EC) integrate FSS and BMP signals in normal vascular development and homeostasis, and how mutations give rise to malformations is not well understood. ResultsHere we show that loss of Smad4 in murine ECs increases cells sensitivity to flow and the resulting AVMs are characterized by excessive elongation and polarity against the flow. Smad4 deletion also blocks the anti-proliferative response to high FSS, leading to loss of arterial identity. Our data show that loss of cell cycle arrest leads to loss of arterial identity, which is essential in AVM formation upon Smad4 depletion in ECs. Excessive flow-induced activation of KLF4-PI3K/AKT due to Cyclin dependent Kinase (CDK) activation mediates the aberrant morphological responses to flow triggering AVM formation. ConclusionsOur results show that loss of polarization against the flow is not required for AVM formation upon EC Smad4 depletion. Instead, increased EC proliferation-mediated loss of arterial identity due to flow-induced PI3K/Akt/Cdks hyperactivation and Klf4 over-expression are the main events associated with AVM formation.

molecular biology↗

bioRxiv2022

Immunoregulatory subtype of dermal lymphatic endothelial cells at capillary terminals drives lymphatic malformations

Vascular malformations are congenital, chronically debilitating diseases. Somatic oncogenic mutations in PIK3CA, encoding p110-PI3K, specifically cause venous and lymphatic malformations (LM), yet the basis of vessel type-restricted disease manifestation is unknown. Here we report endothelial subtype-specific responses to the common causative Pik3caH1047R mutation, and reveal a new immunoregulatory subtype of dermal lymphatic capillary endothelial cells (iLECs) as a driver of LM pathology. Mouse model of Pik3caH1047R-driven vascular malformations showed that cell proliferation was a common early response of venous and lymphatic ECs to oncogenic Pik3ca, but sustained selectively in LECs of advanced lesions. Lymphatic overgrowth was associated with increased pro-inflammatory cytokine levels and pro-lymphangiogenic myeloid cell infiltrate. Single-cell transcriptomics revealed a new LEC subtype at capillary terminals, characterized by the expression of immunoregulatory genes. Selective expansion and activation of iLECs in the Pik3caH1047R mice was evidenced by proliferation and upregulation of pro-inflammatory genes. Importantly, macrophage depletion or anti-inflammatory COX-2 inhibition limited Pik3caH1047R-driven lymphangiogenesis. This provides a therapeutic target for LM and suggests a paracrine crosstalk in which LEC-autonomous oncogenic Pik3ca signaling induces immune activation that in turn sustains pathological lymphangiogenesis. Identification of iLECs indicates that peripheral lymphatic vessels not only respond to inflammation but also actively orchestrate the immune response.

cell biology↗

bioRxiv2021

Low dose AKT inhibitor miransertib cures PI3K-related vascular malformations in preclinical models of human disease

Low-flow vascular malformations are congenital overgrowths composed by abnormal blood vessels potentially causing pain, bleeding, and obstruction of different organs. These diseases are caused by oncogenic mutations in the endothelium which result in overactivation of the PI3K/AKT pathway. Lack of robust in vivo preclinical data has prevented the development and translation into clinical trials of specific molecular therapies for these diseases. Here, we describe a new reproducible preclinical in vivo model of PI3K-driven vascular malformations using the postnatal mouse retina. This model reproduces human disease with Pik3ca activating mutations expressed in a mosaic pattern and vascular malformations formed in veins and capillaries. We show that active angiogenesis is required for the pathogenesis of vascular malformations caused by activating Pik3ca mutations. Using this model, we demonstrate that low doses of the AKT inhibitor miransertib both prevents and induces the regression of PI3K-driven vascular malformations. We confirmed miransertib efficacy in isolated human endothelial cells with genotypes spanning most of human low-flow vascular malformations. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=69 SRC="FIGDIR/small/452617v1_ufig1.gif" ALT="Figure 1"> View larger version (31K): org.highwire.dtl.DTLVardef@15b29b6org.highwire.dtl.DTLVardef@fa9f8org.highwire.dtl.DTLVardef@6001d8org.highwire.dtl.DTLVardef@11926c5_HPS_FORMAT_FIGEXP M_FIG C_FIG Low-flow vascular malformations are caused by PI3K signalling overactivation in endothelial cells. We have generated an optimised and robust preclinical system of PI3K-driven vascular malformations by inducing the mosaic expression of Pik3caH1047R in the retinal angiogenic endothelium. This preclinical model displays traits constituting the main hallmarks of the pathogenesis of low-flow blood vascular malformations: overactivation of PI3K signalling (high phospho-S6), vascular compartment specificity, loss of pericyte coverage, and endothelial cell hyperproliferation. Using this preclinical model we report that low dose AKT inhibitor miransertib prevents and regress PI3K-driven vascular malformations.

molecular biology↗

bioRxiv2020

Loss of the RNA helicase Dhx15 impairs endothelial energy metabolism, lymphatic drainage and tumor metastasis in mice

DHX15 is an ATP-dependent RNA helicase involved in pre-mRNA splicing and a downstream substrate for Akt1, which plays a significant role in vascular biology. The aim of this study was to explore the regulatory function of DHX15 over the vasculature and endothelial cell biology. Results: DHX15-/- was lethal in mouse and zebrafish embryos. DHX15-/- zebrafish also showed an undeveloped parachordal line, which leads to the formation of lymphatic structures. DHX15+/- mice triggered lower vascular network density and impaired lymphatic function postnatally. Transcriptome and proteome analysis of DHX15 silenced LEC revealed alterations in the glycolysis and gluconeogenesis pathways. The validation of these results demonstrated an uncoupling of the glycolysis with the oxidation of pyruvate in the mitochondria and a lower activity of the Complex I, resulting in lower cellular ATP production. Noteworthy, DHX15+/- mice partially inhibited primary tumor growth and reduced lung metastasis after injection of LLC1 tumor cells.

cell biology↗

bioRxiv2018

Integrative analysis of transcriptomic and clinical data uncovers the tumor suppressive activity of MITF in prostate cancer.

The dysregulation of gene expression is an enabling hallmark of cancer. Computational analysis of transcriptomics data from human cancer specimens, complemented with exhaustive clinical annotation, provides an opportunity to identify core regulators of the tumorigenic process. Here we exploit well-annotated clinical datasets of prostate cancer for the discovery of transcriptional regulators relevant to prostate cancer. Following this rationale, we identify Microphthalmia-associated transcription factor (MITF) as a prostate tumor suppressor among a subset of transcription factors. Importantly, we further interrogate transcriptomics and clinical data to refine MITF perturbation-based empirical assays and unveil Crystallin Alpha B (CRYAB) as an unprecedented direct target of the transcription factor that is, at least in part, responsible for its tumor suppressive activity in prostate cancer. This evidence was supported by the enhanced prognostic potential of a signature based on the concomitant alteration of MITF and CRYAB in prostate cancer patients. In sum, our study provides proof-of-concept evidence of the potential of the bioinformatics screen of publicly available cancer patient databases as discovery platforms, and demonstrates that the MITF-CRYAB axis controls prostate cancer biology.

cancer biology↗