Biology subjects

Rukes, V.

Publications and source records attributed to Rukes, V..

4 recordsLinked to original sources

bioRxiv2025

Charge-based fingerprinting of unlabeled full-length proteins using an aerolysin nanopore

Proteins play essential roles in cellular processes and are involved in numerous diseases, driving the need for efficient proteoform identification. While nanopore technology was highly successful for DNA sequencing, this approach has not yet delivered its full potential in protein identification. Here, we demonstrate the capabilities of an aerolysin nanopore for direct identification of a range of unlabeled full-length proteins. Combining low pH and guanidinium chloride, we generate a strong electroosmotic flow that enables an efficient capture and translocation, resulting in distinct fingerprints from single-protein translocations. Using machine learning classifier, we achieve 80% accuracy in distinguishing seven related proteins with 38%-70% pairwise sequence identities. Differences in fingerprints largely reflect the distribution of positive charges in the protein sequences, providing a rational basis for the observed sensitivity. With further development, fingerprint-predictions could allow to infer de novo protein sequence information from single-molecule data, offering a powerful tool for proteomics.

bioengineering↗

bioRxiv2024

Single-molecule evidence of Entropic Pulling by Hsp70 chaperones

Hsp70 chaperones are central components of the cellular network that ensure the structural quality of proteins. Despite their crucial roles in processes as diverse as the prevention of protein aggregation and protein translocation into organelles, their molecular mechanism of action has remained a hotly debated issue. Due to a lack of suitable methods, no experimental data has directly proven any of the models that have been proposed (Power Stroke, Brownian Ratchet, and Entropic Pulling). Recently, nanopores have emerged as a powerful tool to analyze the function of motor enzymes, as well as protein-protein interactions. Here, we used an in vitro single-molecule nanopore to mimic in vivo translocation of proteins, and to investigate the molecular mechanism of Hsp70. Our experiments demonstrate that Hsp70s forcefully extract polypeptide substrates that are trapped inside the pore. The forces they exert are strong at the molecular level, being equivalent to 46 pN over distances of 1 nm, and depend on the size of Hsp70. These findings provide unambiguous evidence supporting the Entropic Pulling mechanism of action of Hsp70s, thus solving a long-standing debate, and proposing a potentially universal principle governing diverse cellular processes. In addition, these results emphasize the utility of biological nanopores for studying protein function at the single-molecule level.

biophysics↗

bioRxiv2023

Deep learning-assisted single-molecule detection of protein post-translational modifications with a biological nanopore

Protein post-translational modifications (PTMs) play a crucial role in countless biological processes, profoundly modulating protein properties on both the spatial and temporal scales. Protein PTMs have also emerged as reliable biomarkers for several diseases. However, only a handful of techniques are available to accurately measure their levels, capture their complexity at a single molecule level and characterize their multifaceted roles in health and disease. Nanopore sensing provides high sensitivity for the detection of low-abundance proteins, holding the potential to impact single-molecule proteomics and PTM detection in particular. Here, we demonstrate the ability of a biological nanopore, the pore-forming toxin aerolysin, to detect and distinguish -synuclein-derived peptides bearing single or multiple PTMs, namely phosphorylation, nitration and oxidation occurring at different positions and in various combinations. The characteristic current signatures of the -synuclein peptide and its PTM variants could be confidently identified using a deep learning model for signal processing. We further demonstrate that this framework can quantify -synuclein peptides at picomolar concentration and detect the C-terminal peptides generated by digestion of full-length -synuclein. Collectively, our work highlights the unique advantage of using nanopore as a tool for simultaneous detection of multiple PTMs and paves the way for their use in biomarker discovery and diagnostics.

biophysics↗

bioRxiv2023

A humoral stress response protects Drosophila tissues from antimicrobial peptides

The immune response against an invading pathogen is generally associated with collateral tissue damage caused by the immune system itself. Consequently, several resilience mechanisms have evolved to attenuate the negative impacts of immune effectors. Antimicrobial peptides (AMPs) are small, cationic peptides that contribute to innate defenses by targeting negatively charged membranes of microbes1, 2. While being protective against pathogens, AMPs can be cytotoxic to host cells1, 3. Little is known of mechanisms that protect host tissues from AMP-induced immunopathology. Here, we reveal that a family of stress-induced proteins, the Turandots4, 5, protect Drosophila host tissues from AMPs, increasing resilience to stress. Deletion of several Turandot genes increases fly susceptibility to environmental stresses due to trachea apoptosis and poor oxygen supply. Tracheal cell membranes expose high levels of phosphatidylserine, a negatively charged phospholipid, sensitizing them to the action of AMPs. Turandots are secreted from the fat body upon stress and bind to tracheal cells to protect them against AMPs. In vitro, Turandot A binds to phosphatidylserine on membranes and inhibits the pore-forming activity of Drosophila and human AMPs on eukaryotic cells without affecting their microbicidal activity. Collectively, these data demonstrate that Turandot stress proteins mitigate AMP cytotoxicity to host tissues and therefore improve their efficacy. This provides a first example of a humoral mechanism used by animals limiting host-encoded AMP collateral damages.

immunology↗