Biology subjects

Wittmann, S.

Publications and source records attributed to Wittmann, S..

8 recordsLinked to original sources

bioRxiv2026

Glutamine and GLS1 are key metabolic checkpoints that Limit T cell Infiltration and Function in HNSCC

Head and neck squamous cell carcinoma (HNSCC) is characterized by poor survival and limited benefit from immune checkpoint blockade (ICB), underscoring the need to define targetable mechanisms of immune escape. In a prospective, patient-centered study, we investigated how tumor metabolic reprogramming impairs T cell function and drives ICB resistance. Targeted metabolomics identified two dominant and distinct tumor states: the Warburg phenotype and glutamine deprivation and revealed increased tumor-specific glutamine to glutamate turnover. Integrating spatial metabolic imaging with immunohistochemistry linked these states to immune-cold and immune-excluded tumor architectures. Metabolic states selectively reduced the expression of T cell chemokine receptors highly abundant and prognostic in HNSCC. Accordingly, T cell migration into tumor spheroids was reduced at lower glutamine concentrations. Interfering with glutamine metabolism by pharmacologic inhibition or genetic deletion of glutaminase-1 markedly increased tumor susceptibility to immune cell-mediated cytotoxicity in vitro and ex vivo and sensitized patient-derived tumor fragments (PDTFs) to ICB. This effect extended beyond glutamine restoration and involved disruption of glutathione-dependent ROS defense, impaired tumor proliferation, and increased MHC expression in tumor cells. Consistently, high expression of genes involved in glutamine and glutathione metabolism associated with reduced ICB response in patients. In contrast to HNSCC, other tumor entities including breast cancer show low glutaminase-1 expression. Accordingly, breast cancer PDTFs were not responsive to glutaminase-1 inhibition. Together, these data identify glutaminase-1 as a metabolic checkpoint driving immune escape in HNSCC, and support guided patient stratification for metabolism-targeted immunotherapy, similar to current precision approaches for mutation targeted drugs.

cancer biology↗

bioRxiv2026

MaSkel and napari-MaSkel: fast morphological skeleton feature extraction from segmentation masks

Summary: Existing workflows for extracting morphological features from network-like biomedical structures often require several heterogeneous tools, which can limit integration and reproducibility. We present MaSkel and napari-MaSkel, open-source Python tools that provide GUI- and CLI-based workflows for 2D and 3D skeletonization and graph-based feature extraction, using a substantially accelerated implementation of the widely used Lee94 thinning algorithm. Availability and Implementation: MaSkel and napari-MaSkel are open-source Python packages available under the MIT license on PyPI and GitHub: https://github.com/bionetslab/maskel/, https://github.com/bionetslab/napari-maskel/. Documentation: https://bionetslab.github.io/maskel/, https://bionetslab.github.io/napari-maskel/. Benchmarking and validation: https://github.com/bionetslab/maskel-evaluations.

bioinformatics↗

bioRxiv2026

Active field theory approach to explain size control of transcriptional condensates

Transcription factors organize into liquid-like condensates to facilitate gene expression, yet the physical mechanisms governing their formation and properties remain poorly understood. We study the size statistics of transcriptional condensates in human HAP1 cells using widefield and super-resolution microscopy tagging the epigenetic reader BRD4. We find that hubs that appear monolithic in widefield resolve into clusters of smaller droplets that resist coarsening. We link this size control to Active Model B+, a non-equilibrium field theory that captures a regime of reverse Ostwald ripening out of thermal equilibrium. In this regime, chemically driven currents cause larger droplets to transfer mass back to smaller ones, stabilizing a state of microphase segregation. The observed exponential size distribution of BRD4 foci quantitatively matches our numerical simulations, suggesting a universal physical picture for the non-equilibrium self-limitation of cellular condensates.

biophysics↗

bioRxiv2025

Differential conformational expansion of Nup98-HOXA9 oncoprotein in micro- and macrophases

Transcription factors (TFs) play a central role in gene regulation by binding to specific DNA sequences and orchestrating the transcriptional machinery. A majority of eukaryotic TFs have a block copolymer architecture, with at least one block being a folded DNA interaction domain, and another block being highly enriched in intrinsic disorder. Multivalent interactions in the intrinsically disordered region (IDR) can contribute to phase separation into macroscopic condensates. In this study, we focus on Nup98-HOXA9 (NHA9), a chimeric transcription factor implicated in leukemogenesis, in which two FG-repeat-rich IDRs derived from Nup98 get fused to the C-terminal part of transcription factor HOXA9. By integrating experiments and simulations, we examined the structural dynamics of NHA9s FG domain across assembly states. We found that the FG domain has different conformational compactness in the monomeric state, oligomeric, and densely packed condensate state. Notably, the oligomeric state exhibits micelle-like organisation, with the DNA-binding domain exposed at the periphery. While their architecture is non-random, their sizes depend on NHA9 concentration, consistent with non-core-shell spherical micelles. Molecular dynamics simulations support the expansion behaviour of NHA9s FG domain as oligomeric assemblies grow in size and reveal micelle-like structural features in oligomeric assemblies. These findings offer molecular insight into the phase behaviour of NHA9 and highlight the dynamic conformational transitions of IDRs during condensate formation, with implications for understanding transcriptional regulation in cancer.

biophysics↗

bioRxiv2024

Biomolecular condensates sustain pH gradients at equilibrium driven by charge neutralisation

Electrochemical gradients are essential to the functioning of cells and form across membranes using active transporters. Here, we show in contrast that condensed biomolecular systems sustain significant pH gradients without any external energy input. By studying individual condensates on the micron scale using a microdroplet platform, we reveal dense phase pH shifts towards conditions of minimal electrostatic repulsion. We demonstrate that by doing so protein condensates can drive substantial alkaline and acidic gradients which are compositionally tuneable and can extend to complex architectures sustaining multiple unique pH conditions simultaneously. Through in silico characterisation of human proteomic condensate networks, we further highlight potential wide ranging electrochemical properties emerging from condensation in nature, while correlating intracellular condensate pH gradients with complex biomolecular composition. Together, the emergent nature of condensation shapes distinct pH microenvironments, thereby creating a unique regulatory mechanism to modulate biochemical activity in living systems.

biophysics↗

bioRxiv2022

A conserved and tunable mechanism for the temperature-controlled condensation of the translation factor Ded1p

Heat shock promotes the assembly of translation factors into condensates to facilitate the production of stress-protective proteins. How translation factors detect heat and assemble into condensates is not well understood. Here, we investigate heat-induced condensate assembly by the translation factor Ded1p from five different fungi, including Ded1p from Saccharomyces cerevisiae. Using targeted mutagenesis and in vitro reconstitution biochemistry, we find that heat-induced Ded1p assembly is driven by a conformational rearrangement of the folded helicase domain. This rearrangement determines the assembly temperature and the assembly of Ded1p into nanometer-sized particles, while the flanking intrinsically disordered regions engage in intermolecular interactions to promote assembly into micron-sized condensates. Using protein engineering, we identify six amino acid substitutions that determine most of the thermostability of a thermophilic Ded1p ortholog, thereby providing a molecular understanding underlying the adaptation of the Ded1p assembly temperature to the specific growth temperature of the species. We conclude that heat-induced assembly of Ded1p into translation factor condensates is regulated by a complex interplay of the structured domain and intrinsically disordered regions which is subject to evolutionary tuning.

biochemistry↗

bioRxiv2020

Surface condensation of a pioneer transcription factor on DNA

In the last decade, extensive studies on the properties of non-membrane-bound compartments in the cellular cytoplasm have shown that concepts in phase separation drawn from physical chemistry can describe their formation and behaviour1-4. Current evidence also suggests that phase separation plays a role in the organization inside the cell nucleus5-8. However, the influence and role of DNA on the physical chemistry of phase separation is not well understood. Here, we are interested in the role of interactions between phase separating proteins and the DNA surface. The interaction of liquid phases with surfaces has been extensively studied in soft matter physics, in the context of macroscopic surfaces and non-biological liquids9-11. The conditions in the nucleus are different from those studied in conventional soft matter physics because DNA with a diameter of about 2 nm12 provides a microscopic surface, and liquid-like phases are complex mixtures of proteins subject to a myriad of biochemical modifications13. Transcriptional condensates, which are thought to serve as regulatory hubs in gene expression14-21, provide an accessible system to investigate the physics of condensates that emerge from DNA-protein and protein-protein interactions. These condensates are typically small22, and the mechanisms that determine their size are unknown. Whether they can be understood as phase separated compartments has been subject to debate23-26. Here, we use optical tweezers to directly observe the condensation of the pioneer transcription factor Klf427,28 on DNA in vitro. We demonstrate that Klf4 forms microphases that are enabled by interaction with the DNA surface. This sets their typical size and allows them to form below the saturation concentration for liquid-liquid phase separation. We combine experiment with theory to show that these microphases can be understood as forming by surface condensation on DNA via a switch-like transition similar to prewetting. Polymer surface mediated condensation reconciles several observations that were previously thought to be at odds with the idea of phase separation as an organizing principle in the nucleus.

biophysics↗

bioRxiv2017

Histone deacetylation promotes transcriptional silencing at facultative heterochromatin

It is important to accurately regulate the expression of genes involved in development and environmental response. In the fission yeast Schizosaccharomyces pombe, meiotic genes are tightly repressed during vegetative growth. Despite being embedded in heterochromatin these genes are transcribed and believed to be repressed primarily at the level of RNA. However, the mechanism of facultative heterochromatin formation and the interplay with transcription regulation is not understood. We show genome-wide that HDAC-dependent histone deacetylation is a major determinant in transcriptional silencing of facultative heterochromatin domains. Indeed, mutation of class I/II HDACs leads to increased transcription of meiotic genes and accumulation of their mRNAs. Mechanistic dissection of the pho1 gene where, in response to phosphate, transient facultative heterochromatin is established by overlapping lncRNA transcription shows that the Clr3 HDAC contributes to silencing independently of SHREC, but in an lncRNA-dependent manner. We propose that HDACs promote facultative heterochromatin by establishing alternative transcriptional silencing.

molecular biology↗