Biology subjects

Vallier, L.

Publications and source records attributed to Vallier, L..

At least 19 recordsLinked to original sources

bioRxiv2026

Genetic control couples TGFβ-independent pluripotent stem cell renewal to deterministic forward programming across germ layers

Reproducible and scalable manufacture of human induced pluripotent stem cell (hiPSC) derivatives requires control over expansion and differentiation. Transcription factor-mediated forward programming can place hiPSC differentiation under genetic control, but expansion still relies on extracellular growth-factor supplementation, increasing process complexity and operator dependence. Here we introduce GERALT (Genetically Enhanced Renewal and Autonomous Lineage Transdifferentiation), a push-pull genetic circuit assembled through targeted safe-harbour integration that couples NANOG-supported, TGF{beta}-independent renewal to doxycycline-inducible lineage programming and simultaneous NANOG silencing. GERALT maintained pluripotency during extended TGF{beta} withdrawal in both adherent and suspension culture, yet remained programmable towards myogenic, neuronal, and hepatic fates. Compared with the established OPTi-OX platform in myogenesis, GERALT enabled differentiation in simplified medium while canalising and accelerating commitment. GERALT also supported direct myogenic programming in suspension and enabled direct casting of hiPSCs into hydrogel followed by in-tissue programming, yielding electrically responsive engineered muscle tissues. These results extend genetic control upstream into stem cell renewal, facilitating deployment of new approach methodologies and other biomanufacturing applications.

synthetic biology↗

bioRxiv2026

HLiCA: An integrated cell atlas of the healthy human liver

The human liver is composed of a heterogeneous mix of cell types. How these distinct populations contribute individually and collectively to liver function remains poorly understood. Although single-cell technologies have advanced our understanding of liver biology, individual studies have often been limited by small donor cohorts and inconsistent cell type annotations. Integrating multiple datasets can overcome these challenges and better capture biological variability. We present the Human Liver Cell Atlas (HLiCA), an integrated reference of non-disease liver cells assembled from eight datasets across six research centers, encompassing more than 525,000 cells from 110 donors. Developed in collaboration with the Human Cell Atlas Liver Bionetwork, the HLiCA incorporates expert-curated cell annotations refined through community feedback and dedicated cell type annotation meetings. The HLiCA classifies cells into six lineages and expands the cell type resolution to include 47 distinct cell types. Starting from raw sequencing reads, we realigned all data and performed rigorous benchmarking to ensure robust integration across technical and biological variables. Genetic ancestry was inferred for all samples to evaluate the range of ancestral backgrounds represented in the atlas. The expanded cell type annotation enabled identification of previously unrecognized liver cell types, including NRXN1+ stromal cells. Their presence was validated using spatial transcriptomics, which localized NRXN1+ stromal cells to periportal regions. With the number of donors included in the HLiCA we were able to examine cell type specific associations with demographic covariates. In hepatocytes, drug metabolism genes showed differential expression between sexes, and in cholangiocytes, mucus-production genes varied with age. As the largest and most genetically diverse human liver cell atlas to date, the HLiCA provides a comprehensive, well-annotated reference for the field, annotated by expert consensus. This resource will enable deeper interrogation of liver cellular diversity, architecture, and function in the healthy human liver and serve as a reference to understand changes that occur with disease.

genomics↗

bioRxiv2026

Unveiling Gene Regulatory Network Dynamics using Fuzzy Clustering

Partitioning cells into robust, reproducible clusters is a core step across single-cell-resolution analyses; current state-of-the-art approaches struggle with capturing and summarising dynamics on continuous expression patterns. We present Flufftail (Fuzzy Logic Unifying Framework reveals Transcriptional Architectures summarised via Integrated Learning), an R framework and interactive Shiny app that consolidates clustering uncertainty by aggregating iterative stochastic partitions, resulting from a constant input. Flufftail computes per-cell membership probabilities, element-centric consistency scores, consensus matrices, and collapsed hard/crisp cell-assignments; we also leverage fuzzy assignments to prioritise genes that might act as regulatory hubs, subsequently using these as anchor points to infer gene regulatory network dynamics across transitions. We showcase the approach on single-nuclei and spatial transcriptomic case studies, illustrating how fuzzy clustering highlights transitional cell populations, proposing an ordered, state-dependent rewiring of regulatory interactions directly linked to the observed phenotype.

bioinformatics↗

bioRxiv2025

Both terminal misfolding and polymerisation contribute to disease-relevant phenotypic changes in cell models of α1-antitrypsin deficiency-associated liver disease

Polymerisation of 1-antitrypsin within hepatocytes is considered central to the pathogenesis of 1-antitrypsin deficiency-associated liver fibrosis, most commonly in homozygotes for the Z (p.Glu342Lys) allele. Polymerisation proceeds via self-association of monomeric intermediate states. In parallel, >50% of synthesised Z 1-antitrypsin is instead recognized as terminally-misfolded and degraded. It is unclear whether this contributes to Z 1-antitrypsin deficiency-associated liver disease. We characterised the relationships between polymer formation, terminal misfolding and their cellular consequences, using label-free proteomics mass spectrometry (MS), light and electron microscopy, and cellular assays. Proteomic analyses of well-established CHO cell models of hepatocyte handling of 1-antitrypsin variants indicated that cellular responses to the Z mutation were surprisingly similar to those seen with the NullHongKong variant (NHK), which can only misfold terminally and cannot polymerise. A minor set of proteins showed increases associated with Z and not NHK 1-antitrypsin expression, consistent with a polymer-specific response, characterized by association with increased organellar organization and vesicle-mediated transport. Conversely, proteostatic and pro-fibrotic integrin-associated pathways increased with the degree of terminal misfolding of the expressed 1-antitrypsin variant. Bioenergetic pathway changes indicated concomitant switching from oxidative to glycolytic metabolism. Cell studies further correlated fibrosis-associated behaviours with terminal misfolding rather than polymerisation. Terminal misfolding, as well as polymerisation behaviour, may therefore be important for pro-fibrotic responses including metabolic reprogramming and senescence in Z 1-antitrypsin deficiency. Molecular therapies may prove most efficacious for associated liver disease if they address terminal misfolding as well as polymerisation.

cell biology↗

bioRxiv2025

Mechanical signalling through collagen I regulates cholangiocyte specification and tubulogenesis during liver development

Cholangiocyte dysfunction accounts for a third of liver transplantations, access to which is limited by a shortage of healthy donor organs. A promising alternative is the therapeutic use of human induced pluripotent stem cell (hiPSC)-derived cholangiocytes. However, the use of hiPSCs is impeded by a lack of knowledge regarding intrahepatic cholangiocyte development, limiting the generation of fully functional cells. In this study, we generate hiPSC-derived tubular cholangiocytes using an approach based in synthetic hydrogels. These hydrogels exert control over stiffness and extracellular matrix (ECM) composition and stability, allowing us to address a critical gap in understanding cholangiocyte development. Our findings reveal that stable collagen I functionalisation, particularly on a soft substrate, enhances cholangiocyte differentiation, largely irrespective of substrate stiffness. Furthermore, high collagen I stability on a soft substrate suppresses hepatic identity whilst promoting biliary identity and duct morphogenesis. Our findings highlight the importance of collagen I mechanical signalling in regulating hepatoblast fate determination. Overall, we propose a mechanism by which the ECM modulates cholangiocyte and bile duct development and present a scalable platform for future clinical applications in the understanding and treatment of cholangiopathies.

developmental biology↗

bioRxiv2024

Novel 3D Approach to Model Non-Alcoholic Fatty Liver Disease using human Pluripotent Stem Cells

Background and aimsNon-alcoholic fatty liver disease (NAFLD) is a major health care challenge and new therapies are urgently needed. However, the mechanisms underlying disease remain to be understood. Indeed, studying NAFLD remains challenging due to the lack of model systems recapitulating the different aspects of the human pathology. Human induced pluripotent stem cells (hiPSCs) offer a unique opportunity to address this limitation since they can be differentiated into large quantity of liver cells. Here, we took advantage of hiPSCs to develop a multi-cellular platform mimicking the complex interplays involved in NAFLD progression. MethodshiPSCs-derived hepatocyte like cells (HLCs), cholangiocytes, stellate cells, and macrophages were co-cultured in a collagen-based 3D system to reproduce the liver microenvironment. Fatty acid treatments led to a NAFLD phenotype involving cell-cell interactions which were investigated by transcriptomic and functional analyses. ResultsHepatic cells were grown up to 4weeks in 3D, retaining key functions and markers. Importantly, co-cultured cells spontaneously reorganised into physiologically relevant connections: HLCs arranged around biliary structures, which established contacts with stellate cells, while macrophages organised around HLCs. Fatty acid treatments induced steatosis and lipotoxicity in HLCs. Furthermore, fat-laden HLCs prompted a non-parenchymal cells response altering tissue architecture. ConclusionsOur multicellular platform provides a new approach to model interactions between human hepatic cells during NAFLD progression. Such approach has the potential to investigate the sequential events driving chronic liver diseases, including hepatocellular injury, inflammation and fibrosis. Furthermore, our system provides a unique and urgently needed tool to investigate the molecular mechanisms associated with NAFLD and ultimately to validate new targets for therapeutics development. List of abbreviationsCOs, cholangiocytes organoids; FFA, free fatty acids; hiPSCs, human induced pluripotent stem cells; HLCs, hepatocyte like cells; HSCs, hepatic stellate cells; M0, hiPSCs-derived macrophages; NAFLD, non-alcoholic fatty liver disease; NPCs, non-parenchymal cells; OA, oleic acid; PA, palmitic acid.

cell biology↗

bioRxiv2024

Immunogenicity of autologous and allogeneic human primary cholangiocyte organoids

Primary human cells cultured in 3D organoid format have great promise as potential regenerative cellular therapies, but their immunogenicity has not yet been fully characterized. In this study, we use in vitro co-cultures and in vivo humanized mouse experimental models to examine the human immune response to autologous and allogeneic primary cholangiocyte organoids (PCOs). Our data demonstrate that PCOs upregulate the expression of HLA-I and HLA-II in inflammatory conditions. The immune response to allogeneic PCOs is driven by both HLA-I and HLA-II and is substantially ameliorated by donor-recipient HLA matching. Autologous PCOs induce a low-level immune infiltration into the graft site, while allogeneic cells display evolving stages of immune rejection in vivo. Our findings have important implications for the design and clinical translation of autologous and allogeneic organoid cellular therapies. ONE-SENTENCE SUMMARYThe immune response to human primary cholangiocyte organoids is ameliorated by donor-recipient HLA matching.

immunology↗

bioRxiv2024

NGN3 oscillatory expression controls the timing of human pancreatic endocrine differentiation

Understanding protein expression dynamics is crucial for the mechanistic understanding of cell differentiation. We investigate the dynamics of NGN3, a transcription factor critical for pancreatic endocrine development, including their function and decoding mechanisms. A knock-in endogenous reporter shows that the expression of NGN3 protein oscillates with a 13-hour periodicity in human iPS-derived endocrine progenitors and is switched off as cells differentiate to {beta}-like and -like cells. Increasing the stability of NGN3 protein results in one broad peak of expression instead of oscillations, with a larger peak to trough fold-change. This leads to precocious endocrine differentiation to both {beta}-like and -like cells and precocious expression of key NGN3 target genes. Single-cell analysis of dynamics, mathematical modelling and bioinformatics suggest that decoding of NGN3 oscillations occurs by fold-change detection via an incoherent feedforward motif that explains both normal and precocious differentiation. Our findings suggest that oscillatory NGN3 dynamics control the timing of differentiation, but not fate specification.

developmental biology↗

bioRxiv2023

Assessing motile cilia coverage and beat frequency in mammalian in-vitro cell culture tissues

Cilia density, distribution and beating frequency are important parameters lung tissues, for example in diagnostics of Primary Ciliary Dyskinesia, and in the study of in vitro models, e.g. derived from induced Pluripotent Stem Cells. Video microscopy can be used to characterise these parameters, but most tools available at the moment are limited in the type of information they can provide, usually only describing the ciliary beat frequency of very small areas, while requiring human intervention and training for their use. We propose a novel and open source method to fully characterise cilia beating frequency and motile cilia coverage in an automated fashion without user intervention. We demonstrate the ability to differentiate between different coverage densities, identifying even small patches of cilia in a larger field of view, and to fully characterise the cilia beating frequency of all moving areas. We also show that the method can be used to combine multiple fields of view to better describe a sample without relying on small pre-selected regions of interest. This is released with a simple graphical user interface for file handling, enabling a full analysis of individual fields of view in a few minutes on a typical personal computer.

biophysics↗

bioRxiv2022

Oxygen is a critical regulator of cellular metabolism and function in cell culture

Cell culture is generally considered to be hyperoxic. However, the importance of cellular oxygen consumption is often underappreciated, with rates of oxygen consumption often sufficient to cause hypoxia at cell monolayers. We initially focused on cultured adipocytes as a terminally differentiated cell-type with substantial oxygen consumption rates to support diverse cellular functions. Under standard conditions, cultured adipocytes are hypoxic and highly glycolytic. Increasing oxygen diverted glucose flux toward mitochondria and resulted in thousands of gene expression changes that pointed toward alleviated physiological transcriptional responses to hypoxia. Phenotypically, providing more oxygen increased adipokine secretion and rendered adipocytes more sensitive to insulin and lipolytic stimuli. The functional benefits of increasing pericellular oxygen were transferable to other cellular systems including hPSC-derived hepatocytes and cardiac organoids. Our findings suggest that oxygen is limiting in many terminally-differentiated cell culture systems, and that controlling oxygen availability can improve the quality and translatability of cell models.

cell biology↗

bioRxiv2022

Generation of functional hepatocytes by forward programming with nuclear receptors

Production of large quantities of hepatocytes remains a major challenge for a number of clinical applications in the biomedical field. Directed differentiation of human pluripotent stem cells (hPSC) into hepatocyte-like cells (HLCs) provides an advantageous solution and a number of protocols have been developed for this purpose. However, these methods usually follow different steps of liver development in vitro which is time consuming and requires complex culture conditions. In addition, HLCs lack the full repertoire of functionalities characterising primary hepatocytes. Here, we explore the interest of forward programming to generate hepatocytes from hPSCs and to bypass these limitations. This approach relies on the overexpression of 3 hepatocyte nuclear factors (HNF1A, HNF6 and FOXA3) in combination with different nuclear receptors expressed in the adult liver using the OPTi-OX platform. Forward programming allows for the rapid production of hepatocytes (FoP-Heps) with functional characteristics using a simplified process. We also uncovered that the overexpression of nuclear receptors such as RORc can enhance specific functionalities of FoP-Heps thereby validating its role in lipid/glucose metabolism. Together, our results show that forward programming could offer a versatile alternative to direct differentiation for generating hepatocytes in vitro.

developmental biology↗

bioRxiv2022

Single-cell atlas of human liver development reveals pathways directing hepatic cell fates

The liver has been studied extensively due to the broad number of diseases affecting its vital functions. However, therapeutic advances, especially in regenerative medicine, are currently hampered by the lack of knowledge concerning human hepatic cell development. Here, we addressed this limitation by describing the developmental trajectories of different cell types comprising the human fetal liver at single-cell resolution. These transcriptomic analyses revealed that sequential cell-to-cell interactions direct functional maturation of hepatocytes, with non-parenchymal cells playing critical, supportive roles during organogenesis. We utilised this information to derive bipotential hepatoblast organoids and then exploited this novel model system to validate the importance of key signalling pathways and developmental cues. Furthermore, these insights into hepatic maturation enabled the identification of stage-specific transcription factors to improve the functionality of hepatocyte-like cells generated from human pluripotent stem cells. Thus, our study establishes a new platform to investigate the basic mechanisms of human liver development and to produce cell types for clinical applications.

developmental biology↗

bioRxiv2021

Regenerative and non-regenerative transcriptional states of the human epicardium: from foetus to adult and backagain

Epicardial activation appears to be required for cardiac regeneration. Although reverting quiescent adult epicardium to an active neonatal or foetal state will likely represent a key therapeutic approach for human cardiac regeneration, the exact molecular differences between human adult and foetal epicardium are not understood. We used single-cell RNA sequencing to compare epicardial cells from both foetal and adult hearts. We found two foetal epicardial cell types, mesothelial and fibroblast-like, with only the mesothelial population present in adults. We also identified foetal-specific epicardial genes associated with regeneration and angiogenesis, and found that adult epicardium may be primed for immune and inflammatory responses. We predict that restoring the foetal epicardial state in human hearts would increase adult angiogenic potential. Finally, we demonstrated that human embryonic stem-cell derived epicardium is a valid model for the foetal epicardium and for investigating epicardial-mediated cardiac regeneration in humans. Our study defines regenerative programs in human foetal epicardium that are absent in the adult, brings human context to animal studies, and provides a roadmap for directing the epicardium in human heart regeneration.

cell biology↗

bioRxiv2021

TGFβ signalling is required to maintain pluripotency of human naïve pluripotent stem cells

The signalling pathways that maintain primed human pluripotent stem cells (hPSCs) have been well characterised, revealing a critical role for TGF{beta}/Activin/Nodal signalling. In contrast, the signalling requirements of naive human pluripotency have not been fully established. Here, we demonstrate that TGF{beta} signalling is required to maintain naive hPSCs. The downstream effector proteins - SMAD2/3 - bind common sites in naive and primed hPSCs, including shared pluripotency genes. In naive hPSCs, SMAD2/3 additionally bind to active regulatory regions near to naive pluripotency genes. Inhibiting TGF{beta} signalling in naive hPSCs causes the downregulation of SMAD2/3-target genes and pluripotency exit. Single-cell analyses reveal that naive and primed hPSCs follow different transcriptional trajectories after inhibition of TGF{beta} signalling. Primed hPSCs differentiate into neuroectoderm cells, whereas naive hPSCs transition into trophectoderm. These results establish that there is a continuum for TGF{beta} pathway function in human pluripotency spanning a developmental window from naive to primed states.

cell biology↗

bioRxiv2020

A spatially resolved single cell atlas of human gastrulation

Gastrulation is the fundamental process during the embryogenesis of all multicellular animals through which the basic body plan is first laid down. It is pivotal in generating cellular diversity coordinated with spatial patterning. Gastrulation in humans occurs in the third week following fertilization. Our understanding of this process in humans is extremely limited, and based almost entirely on experimental models. Here, we characterize in a spatially resolved manner the single cell transcriptional profile of an entire gastrulating human embryo approximately 16 to 19 days after fertilization. We used these data to provide the first unequivocal demonstration that human embryonic stem cells represent the early post implantation epiblast. We identified both primordial germ cells and red blood cells, which had never been characterized so early during human development. Comparison with mouse gastrula transcriptomes revealed many commonalities between the human and mouse but also several key differences, particularly in FGF signaling, that we validated experimentally. This unique dataset offers a unique glimpse into a central but generally inaccessible stage of our development, provides new context for interpreting experiments in other model systems and represents a valuable resource for guiding directed differentiation of human cells in vitro.

developmental biology↗

bioRxiv2020

Epigenetic regulations follow cell cycle progression during differentiation of human pluripotent stem cells.

Most mammalian stem cells undergo cellular division during their differentiation to produce daughter cells with a new cellular identity. However, the cascade of epigenetic events and molecular mechanisms occurring between successive cell divisions upon differentiation have not yet been described in detail due to technical limitations. Here, we address this question by taking advantage of the Fluorescent Ubiquitination-based Cell Cycle Indicator (FUCCI) reporter to develop a culture system allowing the differentiation of human Embryonic Stem Cells (hESCs) synchronised for their cell cycle. Using this approach, we have assessed the epigenome and transcriptome dynamics during the first two divisions leading to definitive endoderm. We first observed that transcription of key markers of differentiation occurs before division suggesting that differentiation is initiated during the progression of cell cycle. Furthermore, ATAC-seq shows a major decrease in chromatin accessibility after pluripotency exit indicating that the first event of differentiation is the inhibition of alternative cell fate. In addition, using digital genomic footprinting we identified novel cell cycle-specific transcription factors with regulatory potential in endoderm specification. Of particular interest, Activator protein 1 (AP-1) controlled p38/MAPK signalling seems to be necessary for blocking endoderm shifting cell fate toward mesoderm lineage. Finally, histone modifications analyses suggest a temporal order between different marks. We can also conclude that enhancers are dynamically and rapidly established / decommissioned between different cell cycle upon differentiation. Overall, these data not only reveal key the successive interplays between epigenetic modifications during differentiation but also provide a valuable resource to investigate novel mechanisms in germ layer specification.

cell biology↗

bioRxiv2020

Transcriptional networks are dynamically regulated during cell cycle progression in human Pluripotent Stem Cells

Cell cycle progression follows a precise sequence of events marked by different phases and checkpoints which are associated with specific chromatin organisation. Whilst these changes have been extensively studied, their consequences on transcriptional networks remain to be fully uncovered, especially in dynamic model systems such as stem cells. Here, we take advantage of the FUCCI reporter system to show that chromatin accessibility, gene expression and key transcription factors binding change during cell cycle progression in human Embryonic Stem Cells (hESCs). These analyses reveal that core pluripotency factors such as OCT4, NANOG and SOX2 but also chromatin remodelers such as CTCF and RING1B bind the genome at specific phases of the cell cycle. Importantly, this binding pattern allows differentiation in the G1 phase while preserving pluripotency in the S/G2/M. Our results highlight the importance of studying transcriptional and epigenetic regulations in the dynamic context of the cell cycle.

cell biology↗

bioRxiv2020

GMP-grade neural progenitor derivation and differentiation from clinical-grade human embryonic stem cells

A major challenge for the clinical use of human pluripotent stem cells is the development of safe, robust and controlled differentiation protocols. Adaptation of research protocols using reagents designated as research-only to those which are suitable for clinical use, often referred to as Good Manufacturing Practice (GMP) reagents, is a crucial and laborious step in the translational pipeline. However, published protocols to assist this process remain very limited. Here we present a new GMP-compliant protocol to derive long-term neuroepithelial stem cell progenitors (lt-NES), which are multipotent, bankable, and karyotypically stable. This protocol resulted in robust and reproducible differentiation of several clinical-grade embryonic stem cells, deposited in the UK Stem Cell Bank, from which we derived lt-NES. Furthermore, GMP-derived lt-NES demonstrated a high neurogenic potential while retaining the ability to be redirected to several neuronal sub-types. Overall, we report the feasibility of derivation and differentiation of clinical grade embryonic stem cell lines into lt-NES under GMP-compliant conditions. Our protocols could be used as a flexible tool to speed up translation-to-clinic of pluripotent stem cells for a variety of neurological therapies or regenerative medicine studies.

cell biology↗