Biology subjects

Hubert, A.

Publications and source records attributed to Hubert, A..

13 recordsLinked to original sources

bioRxiv2026

VDAC2 stabilizes a membrane-inserted, primed intermediate of BAX activation

BAX, a major effector of mitochondrial apoptosis, is activated through a series of conformational transitions that lead to mitochondrial outer membrane permeabilization. Genetic studies have established VDAC2 as an essential regulator of BAX-mediated apoptosis, yet the molecular basis of this regulation remains unresolved. The absence of direct structural and biochemical characterization of VDAC2-BAX interactions has prevented mechanistic understanding of how VDAC2 influences BAX activation. Here, using complementary biochemical, biophysical and structural approaches, we reconstituted and characterized a stable VDAC2-BAX complex that was not observed with VDAC1, highlighting an isoform-specific role in BAX regulation. We show that VDAC2 captures and stabilizes a primed BAX conformation displaying the hallmarks of activation, including membrane insertion, BH3 exposure, and increased accessibility of the N-terminal activation region. By integrating AlphaFold3 predictions with molecular dynamics simulations, biochemical, biophysical and structural constraints, we derive an experimentally-supported structural model in which BAX is anchored through its 9 helix while its soluble domain partially extends over the VDAC2 pore. Together, our findings support a model in which VDAC2 facilitates BAX membrane insertion and stabilizes a membrane-inserted, activation- competent BAX intermediate. Rather than serving as a structural component of apoptotic pores, VDAC2 acts as a regulatory checkpoint in BAX activation. These results provide a molecular explanation for the emerging role of VDAC2 in mitochondrial apoptosis and establish structural basis for a previously inaccessible intermediate in the BAX activation pathway.

biochemistry↗

bioRxiv2026

Improved deconvolution of circulating tumor DNA from ultra-low-pass whole-genome methylation sequencing using CelFiE-ISH

Liquid biopsy using ultra-low-pass whole-genome sequencing (ULP-WGS, [~]0.25x coverage) is a promising tool to detect circulating tumor DNA (ctDNA) for cancer management, and the use of the native Oxford Nanopore (ONT) sequencing platform adds DNA methylation to the set of detectable features. Here, we test the performance of methylation-based cell-type deconvolution in ULP-WGS samples from diverse epithelial malignancies and investigate several new computational strategies using our CelFiE-ISH deconvolution framework. We find that incorporating larger numbers of markers restricted to the epithelial cell lineage can reduce the cancer fraction limit of detection down to 1.7-3.1%, matching or exceeding the 3% floor of established copy-number alteration (CNA) benchmarks. Our study provides a useful strategy for analysis of ULP-WGS ONT data and indicates that marker selection remains a key challenge for analyzing methylation-based cancer datasets.

genomics↗

bioRxiv2025

Logarithmic coding leads to adaptive stabilization in the presence of sensorimotor delays

Animals respond to sensory stimuli with motor actions, which in turn generate new sensory inputs. This sensorimotor loop is constrained by time delays that impose a trade-off between responsiveness and stability. Additionally, as the relationship between a motor command and the corresponding sensory feedback is context-dependent, the response must be adapted in real time. It is generally believed that this adaptation process relies on an internal model that is continuously updated through prediction error minimization. Here, we experimentally reveal an alternative strategy based on a simpler feedback mechanism that does not require any internal model. We developed a virtual reality system for the miniature transparent fish Danionella cerebrum that enables in vivo brain-wide imaging during fictive navigation. By systematically manipulating the feedback parameters, we dissected the motor control process that allows the animal to stabilize its position using optic flow. The sensorimotor loop can be fully described by a single delay differential equation, whose solutions quantitatively capture the observed behavior across all experimental conditions. Both behavioral and neural data indicate that the observed adaptive response arises from the logarithmic nonlinearities at the sensory (Weber-Fechner law) and motor (Hennemans size principle) ends. These fundamental properties of the nervous system, conserved across species and sensory modalities, have traditionally been interpreted in terms of efficient coding. Our findings unveil a distinct functional role for such nonlinear transformations: ensuring stability in sensorimotor control despite inherent delays and sensory uncertainty.

neuroscience↗

bioRxiv2024

Exploring the Relationship Between Extracellular Vesicles, the Dendritic Cell Immunoreceptor and microRNA-155 in an In Vivo Model of HIV-1 Infection to Understand the Disease and Develop New Treatments

HIV-1 infection induces persistent immune system activation despite antiretroviral therapy. New immunomodulatory targets might be required to restore immune competence. The dendritic cells immunoreceptor (DCIR) can bind HIV-1 and regulate immune functions and extracellular vesicles (EVs) production. EVs have emerged as biomarkers and a non-invasive tool to monitor HIV-1 progression. In people living with HIV-1, an increase in the size and abundance of EVs is associated with a decline in the CD4/CD8 T cells ratio, a key marker of immune dysfunction. Analysis of host nucleic acids within EVs has revealed an enrichment of microRNA-155 (miR-155) during HIV-1 infection. Experiments have demonstrated that miR-155-rich EVs enhance HIV-1 infection in vitro. A humanized NSG-mice model was established to assess the in vivo impact of miR-155-rich EVs. Co-production of virus with miR-155-rich EVs heightened the viral load and lowered the CD4/CD8 ratio in the mice. Upon euthanasia, EVs were isolated from plasma for size and quantity assessment. Consistent with findings in individuals with HIV-1, increased EVs size and abundance were inversely correlated with the CD4/CD8 ratio. Next, by using the more closely related physiological virus co-product with EV-miR-155, we tested a DCIR inhibitor to limit infection and immune damage in a humanized mouse model. DCIR inhibition reduced infection and partially restored immune functions. Finally, viral particles and various EV subtypes can convey HIV-1 RNA. HIV-1 RNA was predominantly associated with large EVs (200-1000nm) rather than small EVs (50-200nm). Viral loads in large EVs strongly correlated with blood and tissue markers of immune activation. The humanized mice model has proven its applicability to studying the roles of EVs on HIV-1 infection and investigating the impact of DCIR inhibition. Author SummaryDespite more than 40 years of research, HIV remains a threat to public health around the world. People living with HIV are efficiently treated with antiretroviral therapy, but damage to the immune system persists and the causes remain unknown. Extracellular vesicles allow material, such as microRNA, to transfer between cells. Here, we evaluated the impact of one microRNA, microRNA-155, transported by extracellular vesicles, on HIV infection. Mice were grafted with a human immune system to allow infection by HIV. We showed that extracellular vesicles carrying microRNA-155 amplified mice infection. Extracellular vesicles also reflect the state of their cell of origin. Their analysis can reveal biomarkers to monitor HIV infection. Thus, HIV viral load was quantified in purified extracellular vesicles. We found that the measurement of HIV viral load in purified EVs is a more precise biomarker of disease progression than the traditional plasma viral load. Additionally, potential treatments like DCIR inhibitors improve our ability to manage HIV-1 by restoring the CD4/CD8 ratio, a critical element of the infection process. Overall, our study highlighted the importance of extracellular vesicle cargo in a humanized mouse model of HIV-1 infection, as well as the potential of targeting DCIR to restore the immune response. HighlightsO_LIMicroRNA-155 promotes HIV-1 infection of humanized NSG mice C_LIO_LIAbundance and size of total plasmatic EVs are biomarkers of immune dysfunction associated with HIV-1 infection C_LIO_LIDCIR inhibition limits HIV-1 infection of humanized NSG mice and attenuates immune impairment C_LIO_LIHIV-1 RNA enrichment in large EVs was associated with biomarkers of immune activation and dysfunction C_LI

immunology↗

bioRxiv2024

Striatal endocannabinoid-long-term potentiation mediates one-shot learning

One-shot learning, the ability to form memories after a single, brief salient event, is essential to adapt ones behaviour in a dynamic world. However, how one-shot learning unfolds in the brain remains unknown. Challenges to elucidate its neural underpinnings stem experimentally from the scarcity of behavioral assays recapitulating one-shot learning in the laboratory, and conceptually from the limited number of neuronal plasticity mechanisms that could support learning after a small number of action potentials, as is common during a one-shot experience. Here, we overcome these challenges and identify a new mechanism for one-shot learning in dorsal striatum that relies on a non-classical form of plasticity, the endocannabinoid-mediated long-term potentiation (eCB-LTP). To do so, we develop a novel one-shot behavioral test, in which mice learn to avoid a sticky tape after a single, spontaneous and brief contact with the uncomfortable substrate, and maintain this memory for more than one month. We use the sticky tape avoidance test to demonstrate that striatal LTP emerges in vivo after one-shot learning; the observed patterns of activity in vivo suggest that eCB-LTP mediates one-shot learning, which we corroborate both ex vivo and through computational modeling. Consistent with this hypothesis, conditional knock-out mice abolishing eCB-LTP show impaired one-shot learning. These results highlight the importance of non-classical plasticity mechanisms in supporting memory formation after a single brief experience.

neuroscience↗

bioRxiv2024

Molecular responses of chicken embryos to maternal heat stress through DNA methylation and gene expression

Climate change, with its repercussions on agriculture, is one of the most important adaptation challenges for livestock production. Poultry production is a major source of proteins for human consumption all over the world. With a growing human population, improving poultrys adaptation to environmental constraints becomes critical. Extensive evidence highlights the influence of environmental variations on epigenetic modifications. The aim of this paper is therefore to explore chickens molecular response to maternal heat stress. We employed Reduced Representation Bisulfite Sequencing (RRBS) to generate genome-wide single-base resolution DNA methylation profiling and RNA sequencing (RNA-seq) to profile the transcriptome of the brains of embryos hatched from dams reared under either heat stress (32 {degrees}C) or thermoneutrality (22{degrees}C). We detected 289 significant differentially methylated CpG sites (DMCs) and one differentially methylated region (DMR) between heat stressed and control groups. These DMCs were associated with 357 genes involved in processes such as cellular response to stimulus, developmental processes and immune function. In addition, we identified 11 genes differentially expressed between the two groups of embryos, and identified ATP9A as a target gene of maternal heat stress on offspring. This study provides a body of fundamental knowledge on adaptive mechanisms concerning heat tolerance in chickens.

genomics↗

bioRxiv2023

A Versatile and Open Source One- and Two-Photon Light-Sheet Microscope Design

Two-photon light sheet microscopy offers great potential for a range of biological applications. Still, its practical implementation is impeded by the high cost of laser sources, the complexity of construction, and the challenges associated with adapting to existing microscope setups. Here, we release an open-source design that addresses these limitations by providing detailed building instructions for transforming a brightfield microscope into a versatile one- and two-photon light sheet system. Our design incorporates a specially designed broadband hollow core fiber, enabling the simultaneous utilization of visible laser alongside an expansive pulsed laser source from another setup. This integration allows for uncompromised image resolution and speed. Furthermore, the design reduces the complexity of construction, alignment, and overall cost, thereby significantly enhancing the accessibility of this technology (https://github.com/LJPZebra/OLU).

neuroscience↗

bioRxiv2023

Enhanced neuroimaging with a calcium sensor in the live adult Drosophila Melanogaster brain using closed-loop adaptive optics light-sheet microscopy

AO_SCPLOWBSTRACTC_SCPLOWWe report on an Adaptive Optics (AO) Light-Sheet Fluorescence Microscope compatible with neuroimaging, based on direct wavefront sensing without the requirement of a guide star. We demonstrate fast AO correction, typically within 500ms, of in-depth aberrations of the live adult Drosophila brain, enabling to double the contrast when imaging with structural or calcium sensors. We quantify the gain in terms of image quality on multiply neuronal structures part of the sleep network in the Drosophila brain, at various depths, and discuss the optimization of key parameters driving AO such as the number of corrected modes and the photon budget. We present a first design of a compact AO add-on that is compatible with integration into most of reported Light-Sheet setups and neuroimaging.

biophysics↗

bioRxiv2022

Subtyping of Small Cell Lung Cancer using plasma cell-free nucleosomes

Emerging data on small cell lung cancer (SCLC), an aggressive malignancy with exceptionally poor prognosis, support subtypes driven by distinct transcription regulators, which engender unique therapeutic vulnerabilities. However, the translational potential of these observations is limited by access to tumor biopsies. Here, we leverage chromatin immunoprecipitation of cell-free nucleosomes carrying active chromatin modifications followed by sequencing (cfChIP-seq) on 442 plasma samples from individuals with advanced SCLC, neuroendocrine carcinomas (NEC), non-SCLC cancers, and healthy adults. Beyond providing reliable estimates of SCLC circulating free DNA tumor fraction, cfChIP-seq captures the unique epigenetic states of SCLC tissue- and cell-of-origin. Comparison of cfChIP-seq signals to matched tumor transcriptomes reveals genome-wide concordance, establishing a direct link between gene expression in the tumor and plasma cell-free nucleosomes. Exploiting this link, we develop a classifier that discriminates between SCLC lineage-defining transcription factor subtypes based on cfChIP-seq data. This work sets the stage to non-invasively profile SCLC transcriptomes using plasma cfDNA histone modifications.

cancer biology↗

bioRxiv2021

Multiplexed Single-Molecule Epigenetic Analysis of Plasma-Isolated Nucleosomes for Cancer Diagnostics

The analysis of cell-free DNA (cfDNA) in plasma represents a rapidly advancing field in medicine, providing information on pathological processes in the body. Blood cfDNA is in the form of nucleosomes, which maintain their tissue- and cancer-specific epigenetic state. We developed EPINUC, a single-molecule multi-parametric assay to comprehensively profile the Epigenetics of Plasma Isolated Nucleosomes, DNA methylation and cancer-specific protein biomarkers. Our system allows high-resolution detection of six active and repressive histone modifications, their ratios and combinatorial patterns, on millions of individual nucleosomes by single-molecule imaging. In addition, it provides sensitive and quantitative data on plasma proteins, including detection of non-secreted tumor-specific proteins such as mutant p53. Applying this analysis to a cohort of plasma samples detected colorectal cancer at high accuracy and sensitivity, even at early stages. Finally, combining EPINUC with direct single-molecule DNA sequencing revealed the tissue-of-origin of colorectal, pancreatic, lung and breast tumors. EPINUC provides multi-layered clinical-relevant information from limited liquid biopsy material, establishing a novel approach for cancer diagnostics.

cancer biology↗

bioRxiv2020

TET2 drives 5hmc marking of GATA6 and epigenetically defines pancreatic ductal adenocarcinoma transcriptional subtypes

Background and AimsPancreatic ductal adenocarcinoma (PDAC) is characterised by advanced disease stage at presentation, aggressive disease biology and resistance to therapy resulting in extremely poor five-year survival <10%. PDAC is classified into transcriptional subtypes with distinct survival characteristics, although how these arise is not known. Epigenetic deregulation, rather than genetics, has been proposed to underpin progression but exactly why is unclear and hindered by analysis of clinical samples. MethodsGenome-wide epigenetic mapping of DNA modifications 5-hydroxymethylcytosine (5mc) and 5-hydroxymethylcytosine (5hmc) using oxidative bisulphite sequencing (oxBS). Bioinformatics using iCluster and mutational profiling to identify overlap with transcriptional signatures in FFPE from resected patients and confirmation in vivo. ResultsWe find that more aggressive squamous-like PDAC subtypes result from epigenetic inactivation of loci including GATA6 that promote differentiated classical-pancreatic subtypes. We show that squamous-like PDAC transcriptional subtypes are associated with greater loss of 5hmc due to reduced expression of the 5mc-hydroxylase TET2. Furthermore, we find that SMAD4 directly supports TET2 levels in the pancreas and classical-pancreatic tumors and loss of SMAD4 expression is associated reduced 5hmc, GATA6 and squamous-like tumors. Importantly, enhancing TET2 stability using Metformin and VitaminC/ascorbic acid (AA) restores 5hmc and GATA6 levels, reverting squamous-like tumor phenotypes and WNT-dependence in vitro and in vivo. ConclusionsWe identify epigenetic deregulation of pancreatic differentiation as an underpinning event behind the emergence of transcriptomic subtypes in PDAC. Our data shows that restoring epigenetic control increases biomarkers of classical-pancreatic tumors and raises the possibility that combination of Vitamin C and Metformin may prolong survival in patients with squamous-like pancreatic cancer.

cancer biology↗

bioRxiv2019

Targeting MOG to skin macrophages prevents EAE in macaques through TGFβ-induced peripheral tolerance

To study the effect of vaccination on tolerization to the myelin antigen MOG we used a macaque model of experimental autoimmune encephalitis (EAE) in which immunization with recombinant human myelin oligodendrocyte glycoprotein (rhMOG) elicits brain inflammation and demyelination mediated by MOG-specific autoreactive CD4+ T lymphocytes and anti-MOG IgG. For antigen targeting to tolerizing antigen presenting cells, we used a recombinant antibody directed to the Dendritic Cells (DC)-Asialoglycoprotein receptor (DC-ASGPR). The intradermal administration of an anti-DC-ASGPR-MOG fusion protein, but not a control anti-DC-ASGPR-PSA (prostate specific antigen) protein, protected monkeys committed to develop EAE. Although effective treatment did not modify anti-MOG IgG production, it prevented the CD4+ T lymphocyte activation and pro-inflammatory cytokine production. Moreover, animals treated with anti-DC-ASGPR-MOG experienced a rise of MOG-specific CD4+CD25+FOXP3+CD39+ regulatory T cells as well as a TGF{beta}1, TGF{beta}2 and IL-8 upsurge after rhMOG re-immunization. Our results indicate that the pathogenicity of autoantibodies directed to MOG is mitigated in the presence of MOG-specific regulatory lymphocytes. This vaccination scheme appears suitable to treat relapsing autoimmune diseases with identified autoantigens such as that harboring anti-MOG or anti-AQP4 autoantibodies.

immunology↗

bioRxiv2018

Specific detection of cell-free DNA derived from intestinal epithelial cells using methylation patterns

Epithelial cells of the intestine undergo rapid turnover and are thought to be cleared via stool. Disruption of tissue architecture, as occurs in colorectal cancer (CRC), results in the release of material from dying intestinal epithelial cells to blood. This phenomenon could be utilized for diagnosis and monitoring of intestinal diseases, if circulating cell-free DNA (cfDNA) derived from intestinal cells could be specifically identified. Here we describe two genomic loci that are unmethylated specifically in intestinal epithelial cells, allowing for sensitive and specific detection of DNA derived from such cells. As expected, intestinal DNA is found in stool, but not in plasma, of healthy individuals. Patients with inflammatory bowel disease (IBD) have minimal amounts of intestinal cfDNA in the plasma, whereas patients with advanced CRC show a strong signal. The intestinal markers are not elevated in plasma samples from patients with pancreatic ductal adenocarcinoma (PDAC), and a combination of intestine- and pancreas-specific markers allowed for robust differentiation between plasma cfDNA derived from CRC and PDAC patients. Intestinal DNA markers provide a mutation-independent tool for monitoring intestinal dynamics in health and disease.

developmental biology↗