Biology subjects

Schmitz, A.

Publications and source records attributed to Schmitz, A..

16 recordsLinked to original sources

bioRxiv2026

Guanine content in the CTCF motif encodes a vulnerability to persistent, alcohol-induced redistribution

Alcohol consumption is a leading contributor to the global disease burden, yet its molecular consequences remain incompletely understood. Ethanols first metabolite, acetaldehyde, modifies guanine to form DNA adducts and DNA-protein crosslinks that block elongating RNA polymerase II. Because acetaldehyde acts specifically on guanine, we hypothesized that chromatin features would be disrupted in a sequence-dependent rather than stochastic manner. Here we confirm that alcohol exposure displaces elongating RNA polymerase II (RNAPIIs2p) from gene bodies, relocating to promoters. In addition to this confirmation, we found that RNAPIIs2p also relocates to discrete guanine-rich intergenic CTCF sites. Loci with high guanine content at the CTCF motifs zinc finger 5 (ZF5) binding position showed the largest increase in both CTCF and cohesin (RAD21), with CTCF occupancy changes persisting even six days after alcohol withdrawal. Surprisingly, using Hi-C, we found that these changes to CTCF and cohesin do not impact the pronounced structural CTCF loops, but are instead primarily associated with altered guanine-rich enhancer-promoter contacts that connect to lasting changes to gene expression. Beyond our cell-line model, the same sequence rule accounts for altered CTCF occupancy in a mouse starvation (metabolic stress) model and in the placentae after paternal alcohol exposure. Together these findings link alcohol exposure to sequence-directed changes to chromatin whose rules are conserved in alcohol-associated disease.

molecular biology↗

bioRxiv2026

Distinct roles for DNA- and RNA-sensing immune pathways in control of genital HSV-2 infection and restriction of neuroinvasion

Early control of viral infection is thought to rely on pattern-recognition receptors (PRRs) that induce interferons (IFNs) and leukocyte recruitment, but how distinct PRRs coordinate mucosal antiviral defense remains unclear. We show that both the DNA-sensing cGAS-STING pathway and the RNA-sensing RLR-MAVS pathway are required for protection upon genital herpes simplex virus type 2 (HSV-2) infection. cGAS deficiency increased infection-induced pathology in both epithelial and submucosal compartments, whereas MAVS deficiency primarily affected the epithelium. Spatial proteomics and regional transcriptomics revealed that cGAS was essential for early epithelial TBK1 activation, expression of IFN-stimulated genes and recruitment and activation of myeloid and lymphoid cells to the epithelium. While MAVS was essential for full TBK1 activation it had limited impact on the induced IFN response. However, MAVS sustained basal epithelial expression of the antiviral factors IFITM1 and 3, which exert antiviral activity against HSV-2. Notably, cGAS deficiency impaired submucosal IFN responses and enabled viral spread into this tissue, enabling infection of intervening neurons and dissemination to the central nervous system. These findings define coordinated, compartment-specific innate defense against infections.

immunology↗

bioRxiv2026

Raw-count embeddings improve single-cell foundation models

Single-cell transformer foundation models have grown to hundreds of millions of parameters, yet the preprocessing choices that underlie them, including gene ranking and library-size normalisation, have not been systematically benchmarked. Testing seven strategies, we find these elaborations are largely unnecessary: non-normalised, log-transformed counts give the best performance, and gene order barely matters, with even random ordering outperforming sophisticated rank-based schemes. The resulting model, Gene Intelligence, projects log1p-transformed raw counts directly onto each token embedding and jointly predicts masked tokens and counts, using no normalisation, positional encoding, or read-depth tokens. Despite this simplicity, it achieves state-of-the-art performance in the tested gene-level tasks and in doublet detection, and matches large current foundation models on cell-classification tasks while using 10-to 200-fold fewer parameters.

bioinformatics↗

bioRxiv2025

Rapid catecholamine trafficking regulates neutrophil functions and neutrophil-platelet interactions

Neutrophils are key effector cells of the innate immune system that respond to small signaling molecules regulating immune responses. For a long time, similarities between neuronal and immune cells have been discussed. Here, we show that human neutrophils rapidly take up, package and use catecholamine neurotransmitters such as dopamine or epinephrine via the machinery known from neurons. Uptake and release of catecholamines as well as trafficking and packaging into MPO/VMAT2-positive primary vesicles is visualized with false fluorescent neurotransmitters. We also directly image the fast (> 10 s) and transient release of catecholamines from neutrophils with near infrared fluorescent nanosensors. Serotonin or activated platelets trigger calcium (Ca2+) signaling and consequently exocytosis of catecholamines. They reduce NET-formation but increase platelet aggregation. Thus, we establish similarities between neurons and neutrophils and identify a paracrine neutrophil-platelet feedback loop relevant for inflammatory and coagulatory conditions.

immunology↗

bioRxiv2024

Defining a highly conserved B cell epitope in the receptor binding motif of SARS-CoV-2 spike glycoprotein

SARS-CoV-2 mRNA vaccines induce robust and persistent germinal centre (GC) B cell responses in humans. It remains unclear how the continuous evolution of the virus impacts the breadth of the induced GC B cell response. Using ultrasound-guided fine needle aspiration, we examined draining lymph nodes of nine healthy adults following bivalent booster immunization. We show that 77.8% of the B cell clones in the GC expressed as representative monoclonal antibodies recognized the spike protein, with a third (37.8%) of these targeting the receptor binding domain (RBD). Strikingly, only one RBD-targeting mAb, mAb-52, neutralized all tested SARS- CoV-2 strains, including the recent KP.2 variant. mAb-52 utilizes the IGHV3-66 public clonotype, protects hamsters challenged against the EG.5.1 variant and targets the class I/II RBD epitope, closely mimicking the binding footprint of ACE2. Finally, we show that the remarkable breadth of mAb-52 is due to the somatic hypermutations accumulated within vaccine-induced GC reaction. One Sentence SummaryBooster SARS-CoV-2 mRNA vaccine recruits and broadens GC B cell responses targeting a highly conserved site on receptor binding domain of spike glycoprotein.

immunology↗

bioRxiv2024

A Small-molecule Antagonist Radiotracer for Positron Emission Tomography Imaging of the Mu Opioid Receptor.

The opioid crisis is a catastrophic health emergency catalyzed by the misuse of opioids that target and activate the mu opioid receptor. Traditional radioligands used to study the mu opioid receptor are often tightly regulated owing to their abuse and respiratory depression potential. In the present study, we sought to design and characterize a library of 24 non-agonist ligands for the mu opioid receptor. Ligands were evaluated for the binding affinity, intrinsic activity, and predicted blood-brain barrier permeability. Several ligands demonstrated single-digit nM binding affinity for the mu opioid receptor while also demonstrating selectivity over the delta and kappa opioid receptors. The antagonist behavior of 1A and 3A at the mu opioid receptor indicate that these ligands would likely not induce opioid-dependent respiratory depression. Therefore, these ligands can enable a safer means to interrogate the endogenous opioid system. Based on binding affinity, selectivity, and potential off-target binding, [11C]1A was prepared via metallophotoredox of the aryl-bromide functional group to [11C]methyl iodide. The nascent radiotracer demonstrated brain uptake in a rhesus macaque model and accumulation in the caudate and putamen. Naloxone was able to reduce [11C]1A binding, though the interactions were not as pronounced as naloxones ability to displace [11C]carfentanil. These results suggest that GSK1521498 and related congeners are amenable to radioligand design and can offer a safer way to query opioid neurobiology.

neuroscience↗

bioRxiv2024

Primary Human Neutrophils and Monocytes/Macrophages Migrate along Endothelial Cell Boundaries to Optimize Search Efficiency

Neutrophils and monocytes/macrophages are sentinels of inflammatory signals. To reach the sites of action, both cell types attach to and then transmigrate the endothelial cell layer that lines the luminal side of blood vessels. While it has been reported that neutrophils and monocytes/macrophages actively migrate along the surface of the vasculature, it remains elusive if and how these motion pattern augment the efficiency of the immune system. Here, we conducted co-culture experiments of primary human monocytes and neutrophils, respectively, with human umbilical vein endothelial cells (HUVECs). Combining classical biomedical approaches with quantitative image analysis and numerical models, we find that immune cells simultaneously increase the number of sampled cells vs. traveled distance and sensitivity to chemokines by migrating along endothelial cell-cell boundaries. Collectively, these findings establish search optimization of neutrophils and monocytes/macrophages through limitation of motion pattern to cell-cell boundaries.

cell biology↗

bioRxiv2024

Cellpose as a reliable method for single-cell segmentation of autofluorescence microscopy images

Autofluorescence microscopy uses intrinsic sources of molecular contrast to provide cellular-level information without extrinsic labels. However, traditional cell segmentation tools are often optimized for high signal-to-noise ratio (SNR) images, such as fluorescently labeled cells, and unsurprisingly perform poorly on low SNR autofluorescence images. Therefore, new cell segmentation tools are needed for autofluorescence microscopy. Cellpose is a deep learning network that is generalizable across diverse cell microscopy images and automatically segments single cells to improve throughput and reduce inter-human biases. This study aims to validate Cellpose for autofluorescence imaging, specifically from multiphoton intensity images of NAD(P)H. Manually segmented nuclear masks of NAD(P)H images were used to train new Cellpose models. These models were applied to PANC-1 cells treated with metabolic inhibitors and patient-derived cancer organoids (across 9 patients) treated with chemotherapies. These datasets include co-registered fluorescence lifetime imaging microscopy (FLIM) of NAD(P)H and FAD, so fluorescence decay parameters and the optical redox ratio (ORR) were compared between masks generated by the new Cellpose model and manual segmentation. The Dice score between repeated manually segmented masks was significantly lower than that of repeated Cellpose masks (p<0.0001) indicating greater reproducibility between Cellpose masks. There was also a high correlation (R2>0.9) between Cellpose and manually segmented masks for the ORR, mean NAD(P)H lifetime, and mean FAD lifetime across 2D and 3D cell culture treatment conditions. Masks generated from Cellpose and manual segmentation also maintain similar means, variances, and effect sizes between treatments for the ORR and FLIM parameters. Overall, Cellpose provides a fast, reliable, reproducible, and accurate method to segment single cells in autofluorescence microscopy images such that functional changes in cells are accurately captured in both 2D and 3D culture.

bioengineering↗

bioRxiv2024

Direct Genome-Scale Screening of Gluconobacter oxydans B58 for Rare Earth Element Bioleaching

The transition to a sustainable energy economy will require an enormous increase in the supply of rare earth elements (REE). Bioleaching offers a promising alternative to conventional hydrometallurgical methods for REE extraction from low-grade ores. However, exploiting this potential remains challenging due to large gaps in our understanding of the genetics involved, and inadequate biological tools to address them. We generated a highly non-redundant whole genome knockout collection for the bioleaching microbe Gluconobacter oxydans B58, reducing redundancy by 85% compared to the previous best collection. This new collection was directly screened for bioleaching neodymium from a synthetic monazite powder, identifying 89 genes important for bioleaching, 68 of which have not previously been associated with this mechanism. We conducted bench-scale experiments to validate the extraction efficiency of promising strains: 8 demonstrated significant increases in bioleaching by up to 111% (G. oxydans {delta}GO_1598, a disruption of the gene encoding the orotate phosphoribosyltransferase enzyme PyrE), and one strain significantly reduced it by 97% ({delta}GO_1096, a disruption of the gene encoding the GTP-binding protein TypA). Notable changes in biolixiviant pH were only observed for 3 strains, suggesting an important role for non-acid mechanisms in bioleaching. These findings provide valuable insights into further enhancing REE-bioleaching by G. oxydans through targeted genetic engineering.

synthetic biology↗

bioRxiv2024

Repeat modules and N-linked glycans define structure and antigenicity of a critical enterotoxigenic E. coli adhesin

Enterotoxigenic Escherichia coli (ETEC) cause hundreds of millions of cases of infectious diarrhea annually, predominantly in children from low-middle income regions. Notably, in children, as well as human volunteers challenged with ETEC, diarrheal severity is significantly increased severity in blood group A (bgA) individuals. EtpA, is a secreted glycoprotein adhesin that functions as a blood group A lectin to promote critical interactions between ETEC and blood group A glycans on intestinal epithelia for effective bacterial adhesion and toxin delivery. EtpA is highly immunogenic resulting in robust antibody responses following natural infection and experimental challenge of human volunteers with ETEC. To understand how EtpA directs ETEC-blood group A interactions and stimulates adaptive immunity, we mutated EtpA, mapped its glycosylation by mass-spectrometry (MS), isolated polyclonal (pAbs) and monoclonal antibodies (mAbs) from vaccinated mice and ETEC-infected human volunteers, and determined structures of antibody-EtpA complexes by cryo-electron microscopy. Both bgA and mAbs that inhibited EtpA-bgA interactions and ETEC adhesion, bound to the C-terminal repeat domain highlighting this region as crucial for ETEC pathogen-host interaction. MS analysis uncovered extensive and heterogeneous N-linked glycosylation of EtpA and cryo-EM structures revealed that mAbs directly engage these unique glycan containing epitopes. Finally, electron microscopy-based polyclonal epitope mapping revealed antibodies targeting numerous distinct epitopes on N and C-terminal domains, suggesting that EtpA vaccination generates responses against neutralizing and decoy regions of the molecule. Collectively, we anticipate that these data will inform our general understanding of pathogen-host glycan interactions and adaptive immunity relevant to rational vaccine subunit design. Author summaryEnterotoxigenic E. coli (ETEC), a leading cause of diarrhea disproportionately affecting young children in low-income regions, are a priority for vaccine development. Individuals possessing A blood-type are more susceptible to severe cholera-like disease. EtpA, a secreted, immunogenic, blood group A binding protein, is a current vaccine target antigen. Here, we determined the atomic structure of EtpA in complex with protective as well as non-protective monoclonal antibodies targeting two different domains of the protein, allowing us to pinpoint key regions involved in blood-group A antigen recognition and uncover the mechanism of antibody-based protection. In addition, we show through mass-spectrometry that EtpA is extensively and heterogeneously glycosylated at surface-exposed asparagine residues by a promiscuous and low-fidelity glycosyltransferase, EtpC, and that this unique form of bacterial glycosylation is critical for to development of protective immune responses. Lastly, polyclonal antibodies from vaccinated mice as well as monoclonal antibodies obtained from ETEC-infected human volunteers revealed that the highly antigenic surface of EtpA exhibits both protective and non-protective epitopes. These results greatly expand our understanding of ETEC pathogenesis, and the immune responses elicited by these common infections, providing valuable information to aid in the rational design and testing of subunit vaccines.

microbiology↗

bioRxiv2024

mTOR controls growth and internal architecture of human breast cancer spheroids

mTOR is a serine/threonine kinase participating in two distinct functional complexes: mTORC1 and mTORC2. mTORC1 regulates protein translation, cell cycle progression and autophagy. mTORC2 controls cell survival, proliferation and actin cytoskeleton reorganization. mTOR signaling is often deregulated during breast cancer. We investigated how mTOR and its downstream process autophagy determine the inner architecture of solid tumor aggregates at multiple levels. We focused on structures, which are morphologically altered during progression of cancer, including: nuclei number and volume, cell density, number, shape and volume of polarized structures. We developed a breast cancer spheroid model, in which the effects of mTOR and autophagy modulation were investigated by pharmacological inhibition mTOR signaling and induction autophagy, as well as using ATG7 KO spheroids. Spheroids were imaged with light sheet-based fluorescence microscopy and data were quantitatively analyzed. Our data suggest that mTORC1 regulates the spheroid volume, cell number and size. mTORC2 controls nuclei volume and determines growth and elongation of polarized acini inside a spheroid.

cell biology↗

bioRxiv2022

Practical and Thermodynamic Constraints on Electromicrobially-Accelerated CO2 Mineralization

By the end of the century tens of gigatonnes of CO2 will need to be removed from the atmosphere every year to maintain global temperatures. Natural weathering of ultramafic rocks and subsequent mineralization reactions can convert atmospheric CO2 into ultra-stable carbonates. But, while natural weathering will eventually draw down all excess CO2, this process will need hundreds of thousands of years to do it. The CO2 mineralization process could be accelerated by weathering ultramafic rocks with biodegradable lixiviants like organic acids. But, in this article we show that if these lixiviants are produced from cellulosic biomass, the demand created by CO2 mineralization could monopolize the worlds supply of biomass even if CO2 mineralization performance is high. In this article we demonstrate that electromicrobial production technologies (EMP) that combine renewable electricity and microbial metabolism could produce lixiviants for as little as $200 to $400 per tonne at solar electricity prices achievable within the decade. Furthermore, this allows the lixiviants needed to sequester a tonne of CO2 to be produced for less than $100, even with modest CO2 mineralization performance.

synthetic biology↗

bioRxiv2021

mRNA-1273 and Ad26.COV2.S vaccines protect against the B.1.621 variant of SARS-CoV-2

Since the emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in 2019, viral variants with greater transmissibility or immune evasion properties have arisen, which could jeopardize recently deployed vaccine and antibody-based countermeasures. Here, we evaluated in mice and hamsters the efficacy of preclinical non-GMP Moderna mRNA vaccine (mRNA-1273) and the Johnson & Johnson recombinant adenoviral-vectored vaccine (Ad26.COV2.S) against the B.1.621 (Mu) South American variant of SARS-CoV-2, which contains spike mutations T95I, Y144S, Y145N, R346K, E484K, N501Y, D614G, P681H, and D950N. Immunization of 129S2 and K18-human ACE2 transgenic mice with mRNA-1273 vaccine protected against weight loss, lung infection, and lung pathology after challenge with B.1.621 or WA1/2020 N501Y/D614G SARS-CoV-2 strain. Similarly, immunization of 129S2 mice and Syrian hamsters with a high dose of Ad26.COV2.S reduced lung infection after B.1.621 virus challenge. Thus, immunity induced by mRNA-1273 or Ad26.COV2.S vaccines can protect against the B.1.621 variant of SARS-CoV-2 in multiple animal models.

microbiology↗

bioRxiv2021

Phylodynamic assessment of control measures for highly pathogenic avian influenza epidemics in France

Phylodynamic methods have successfully been used to describe viral spread history but their applications for assessing specific control measures are rare. In 2016-17, France experienced a devastating epidemic of a highly pathogenic avian influenza virus (H5N8 clade 2.3.4.4b). Using 196 viral genomes, we conducted a phylodynamic analysis combined with generalised linear model and showed that the large-scale preventive culling of ducks significantly reduced the viral spread between departements (French administrative division). We also found that the virus likely spread more frequently between departements that shared borders, but the spread was not linked to duck transport between departements. Duck transport within departements increased the within-departement transmission intensity, although the association was weak. Together, these results indicated that the virus spread in short-distances, either between adjacent departements or within departements. Results also suggested that the restrictions on duck transport within departements might not have stopped the viral spread completely. Overall, by testing specific hypothesis related to different control measures, we demonstrated that phylodynamics methods are capable of investigating the impacts of control measures on viral spread.

evolutionary biology↗

bioRxiv2020

A SARS-CoV-2 spike binding DNA aptamer that inhibits pseudovirus infection in vitro by an RBD independent mechanism

The receptor binding domain (RBD) of the spike glycoprotein of the coronavirus SARS-CoV-2 (CoV2-S) binds to the human angiotensin converting enzyme 2 (ACE2) representing the initial contact point for leveraging the infection cascade. We used an automated selection process and identified an aptamer that specifically interacts with CoV2-S. The aptamer does not bind to the RBD of CoV2-S and does not block the interaction of CoV2-S with ACE2. Notwithstanding, infection studies revealed potent and specific inhibition of pseudoviral infection by the aptamer. The present study opens up new vistas in developing SARS-CoV2 infection inhibitors, independent of blocking the ACE2 interaction of the virus and harnesses aptamers as potential drug candidates and tools to disentangle hitherto inaccessible infection modalities, which is of particular interest in light of the increasing number of escape mutants that are currently being reported.

biochemistry↗

bioRxiv2020

Gene flow in phylogenomics: Sequence capture resolves species limits and biogeography of Afromontane forest endemic frogs from the Cameroon Highlands

Puddle frogs of the Phrynobatrachus steindachneri species complex are a useful group for investigating speciation and phylogeography in Afromontane forests of the Cameroon Highlands (Cameroon Volcanic Line) in western Central Africa. The species complex is represented by six morphologically relatively cryptic mitochondrial DNA lineages, with only two of them distinguished at the species level - southern P. jimzimkusi and Lake Oku endemic P. njiomock, leaving the remaining four lineages with a pooled identification as P. steindachneri. In this study, the six mtDNA lineages are subjected to genomic sequence capture analyses to delimit species (together with morphology) and to study biogeography. Nuclear DNA data (387 loci; 571,936 aligned base pairs) distinguished all six mtDNA lineages, but the splitting pattern and depths of divergences supported only four main clades--besides P. jimzimkusi and P. njiomock, only two from the four P. steindachneri mtDNA lineages. One is here described as a new species, P. sp. nov. Reticulate evolution (hybridization) was detected within the species complex with morphologically intermediate hybrid individuals placed between the parental species in phylogenomic analyses, forming a phylogenetic artefact - a ladder-like tree pattern. The presence of hybrids is undesirable in standard phylogenetic analyses, but is essential and beneficial in the network multispecies coalescent. This latter approach allowed us an insight into the reticulate evolutionary history of these endemic frogs. Introgressions likely occurred during the Middle and Late Pleistocene climatic oscillations, due to the cyclic connections (likely dominating during cold glacials) and separations (warm interglacials) of montane forests. The genomic phylogeographic pattern supports the earliest division between southern (Mt. Manengouba to Mt. Oku) and northern mountains at the onset of the Pleistocene. Further subdivisions occurred in the Early Pleistocene separating populations from the northernmost (Tchabal Mbabo, Gotel Mts.) and middle mountains (Mt. Mbam, Mt. Oku, Mambilla Plateau), as well as the microendemic lineage restricted to Lake Oku (Mt. Oku). Mount Oku harboring three species is of particular conservation importance. This unique model system is highly threatened as all the species within the complex have exhibited severe population declines in the past decade, placing them on the brink of extinction. We therefore urge for conservation actions in the Cameroon Highlands to preserve their diversity before it is too late.

evolutionary biology↗