Biology subjects

Kis, Z.

Publications and source records attributed to Kis, Z..

8 recordsLinked to original sources

bioRxiv2026

Multi-attribute characterisation of mRNA via MazF endoribonuclease and LC-MS workflows

The rapid expansion of mRNA-based medicines has driven demand for robust, high-resolution analytical methods capable of characterising critical quality attributes including sequence identity, 5[prime] capping efficiency, and poly(A) tail length and heterogeneity. Here, we present two complementary liquid chromatography-mass spectrometry based workflows for mRNA characterisation, both based on site-specific digestion with the endoribonuclease MazF from Escherichia coli. A middle-up approach, optimised via specific 5[prime]-ACA cleavage enables rapid characterisation via oligoribonucleotide mass mapping providing complete sequence coverage and simultaneous assessment of 5[prime]-capping efficiency and 3[prime]-poly(A) tail length and heterogeneity. This workflow was successfully applied to three different mRNA constructs, NLuc, eGFP and FLuc mRNAs, achieving sequence coverages of 100%, 87%, and 74%, respectively. A complementary bottom-up approach, employing less specific 5[prime]-ACX cleavage enables tandem mass spectrometry-based sequencing of shorter oligoribonucleotides and detailed characterisation via mRNA sequence mapping. Applied to SARS-CoV-2 Spike Protein mRNA, this method yielded 50% sequence coverage based on unique oligoribonucleotides with MazF alone, extended to 90% by combining MazF, partial RNase T1, and partial RNase U2 digests. Together, these workflows provide a flexible, orthogonal platform for both high-throughput quality assessment and in-depth primary sequence characterisation of mRNA vaccines and therapeutics.

biochemistry↗

bioRxiv2026

DNA template heterogeneity and in vitro transcription reaction conditions impact the poly(A) tail length and heterogeneity of mRNA

mRNA technology has emerged as a powerful new class of medicines. Importantly, this RNA-based approach holds promise for treatments beyond vaccines and infectious diseases, including treatments for cancer, metabolic disorders, cardiovascular conditions and autoimmune diseases. The 3-polyadenylated (poly(A)) tail of mRNA is required for ribosome initiation, translation, and mRNA stability and is considered a critical quality attribute. In this study, novel direct mass spectrometry approaches were used for the analysis of both the DNA template and corresponding mRNA generated via in vitro transcription. Nucleotide resolution of the poly(A/T) sequence of the DNA template and mRNA poly(A) tail was achieved. The results show that the mRNA poly(A) tail length and heterogeneity is impacted by the heterogeneity of the DNA template, the DNA template design and RNA manufacturing conditions, including relative NTP concentrations. These results provide further important mechanistic insight into the poly(A) tail length and heterogeneity of mRNAs synthesised in vitro, including the identification of 3-end additions of cytidine to mRNA poly(A) tails. The ability to rapidly assess DNA template quality, combined with monitoring mRNA poly(A) tail length and heterogeneity, is important as part of the characterisation of mRNA precision medicines and ensuring consistent quality of mRNA from manufacturing processes.

biochemistry↗

bioRxiv2026

A Universal, AI-based Design Framework for Efficient Manufacturing of mRNA Therapeutics

The growth of mRNA therapeutics is limited by bespoke manufacturing processes. To overcome this barrier to access and innovation, we introduce an AI-driven framework that decouples sequence design from manufacturing, analogous to the universal design principles that revolutionized the semiconductor industry. We performed a large-scale screen, quantifying the in vitro transcription (IVT) efficiency of one million diverse sequences. We then trained an interpretable deep learning model that accurately predicts manufacturability from sequences alone and learned underlying molecular mechanisms. An algorithm using this model prospectively improved the IVT yield of a vaccine and a gene-editing therapeutic by over 7.5-fold. Co-optimization for manufacturability and translation efficiency provided improvements over state-of-the-art commercial mRNA products. Our AI-driven framework establishes a universal design paradigm with the promise to democratize and accelerate the development of mRNA medicines, potentially unlocking a new era in biotechnology.

bioengineering↗

bioRxiv2025

Nipah virus Malaysia and Bangladesh strain-induced pathogenesis in mice lacking type I interferon receptor signaling

Nipah virus (NiV) is a zoonotic highly pathogenic Paramyxovirus inducing lethal outbreaks of encephalitis and severe acute respiratory syndrome (SARS) with an average case-fatality rate of 75%. Two viral strains, NiV-Malaysia (NiV-Mal) and NiV-Bangladesh (NiV-Ban), associated to distinct geographical distribution, route of transmission, symptoms and lethality have been described. Due to the permanent threat of these emerging infections and the lack of approved therapeutics, it is crucial to improve our understanding regarding NiV-associated pathogenesis. Mice represent a small and accessible animal model, provided with numerous biological tools for the functional assessment of different genes related to antiviral response. Here, we analyze the susceptibility of mice deficient for type I interferon receptor (IFNAR KO) to infection with either NiV-Mal or NiV-Ban through intraperitoneal or intranasal routes. Our results show that IFNAR KO mice are susceptible to NiV-Ban infection via intraperitoneal route, although to a lesser extent than NiV-Mal, and develop encephalitis and pulmonary syndrome with viral propagation to different organs and lethal outcome in 60% of infected animals. In addition, intranasal administration of both viral strains led to a subclinical infection with viral replication in brain and lungs and production of virus-specific neutralizing antibodies. These results indicate IFNAR KO mice as a small animal model permitting comparative studies of the immunopathogenesis perpetrated by both NiV-Mal and NiV-Ban infections. Author summaryAvailability of small animal models represents a major issue to characterize virus-associated pathogenesis to further implement therapeutic strategies. Previous studies performed with NiV-Mal and NiV-Ban strains in wild-type (WT) mice did not indicate signs of NiV disease. However, when challenged with NiV-Mal, IFNAR KO mice suffered fatal outcomes, thus providing useful information on viral immunopathogenesis. Surprisingly, while being the more frequently re-emerging virus strain, no infection studies with NiV-Ban have been performed in IFNAR KO mice so far. Here, we sought comparing pathogenesis after NiV-Mal- and NiV-Ban-infection following IP and IN inoculations in IFNAR KO mice. Indeed, our results highlighted that contrary to fatal IP challenge, IN inoculation lead to a subclinical infection with both NiV strains. Moreover, we determined that NiV-Mal is more pathogenic than NiV-Ban following IP infection. Finally, distinct histopathological manifestations and tropism were associated with each viral strain and specific route of infection. Overall, our study implies that IFNAR KO mice represent a useful animal model to study strain-specific NiV pathophysiology.

microbiology↗

bioRxiv2025

Purification and Immunogenicity of Nipah Virus-Like Particles from Insect Cells

Nipah virus (NiV) is an emerging high-fatality zoonotic threat lacking approved vaccines. Current virus-like particle (VLP) production methods rely on costly mammalian cell systems and non-scalable ultracentrifugation purification. We developed an efficient production system for enveloped NiVLPs by co-expressing structural proteins F, G, and M using a baculovirus expression vector system in Sf9 cells. A novel multi-step chromatographic purification process was established using monolith convective media, integrating steric exclusion chromatography with sequential cation and anion exchange steps. Purified NiVLPs were characterized by nanoparticle tracking analysis and transmission electron microscopy, then evaluated for immunogenicity in Syrian golden hamsters. The optimized process yielded enveloped particles of approximately 100-120 nm that morphologically resemble native NiV virions. A single 25 g NiVLP dose induced robust systemic anti-NiV G IgG responses within 14 days, demonstrating rapid immunogenicity suitable for outbreak response. However, neutralizing antibody titers against NiV remained limited compared to total IgG responses. This study establishes the first chromatography-based manufacturing platform for morphologically correct NiVLPs from insect cells. A deeper understanding of the immunity generated is needed to support their potential as a rapidly deployable vaccine platform against NiV.

bioengineering↗

bioRxiv2022

Monitoring correlates of SARS-CoV-2 infection in cell culture using two-photon microscopy and a novel fluorescent calcium-sensitive dye

The organism-wide effects of viral infection SARS-CoV-2 are well studied, but little is known about the dynamics of how the infection spreads in time among or within cells due to the scarcity of suitable high-resolution experimental systems. Two-photon (2P) imaging combined with a proper subcellular staining technique has been an effective tool for studying mechanisms at such resolutions and organelle levels. Herein, we report the development of a novel calcium sensor molecule along with a 2P-technique for identifying imaging patterns associated with cellular correlates of infection damage within the cells. The method works as a cell viability assay and also provides valuable information on how the calcium level and intracellular distribution are perturbed by the virus. Moreover, it allows the quantitative analysis of infection dynamics. This novel approach facilitates the study of the infection progression and the quantification of the effects caused by viral variants and viral load.

microbiology↗

bioRxiv2021

In vitro determination of inhibitory effects by humic substances complexing Zn and Se on SARS-CoV-2 virus replication

Humic substances are well known human nutritional supplement materials and play important performance-enhancing roles as animal feed additives, too. For decades, ingredients of humic substances have also been proven to carry potent antiviral effects against different viruses. Here, the antiviral activity of a humic substance containing ascorbic acid, Se- and Zn2+ ions intended as a nutritional supplement material was investigated against SARS-CoV-2 virus B1.1.7 Variant of Concern ("Alpha Variant") in a VeroE6 cell line. Results show that this combination has a significant in vitro antiviral effect at a very low concentration range of its intended active ingredients. Even picomolar concentration ranges of humic substances, vitamin C and Zn/Se ions in the given composition were enough to achieve fifty percent viral replication inhibition in the applied SARS-CoV-2 virus inhibition test.

microbiology↗

bioRxiv2020

Topography, spike dynamics and nanomechanics of individual native SARS-CoV-2 virions

SARS-CoV-2, the virus responsible for the current COVID-19 pandemic, displays a corona-shaped layer of spikes which play fundamental role in the infection process. Recent structural data suggest that the spikes possess orientational freedom and the ribonucleoproteins segregate into basketlike structures. How these structural features regulate the dynamic and mechanical behavior of the native virion, however, remain unknown. By imaging and mechanically manipulating individual, native SARS-CoV-2 virions with atomic force microscopy, here we show that their surface displays a dynamic brush owing to the flexibility and rapid motion of the spikes. The virions are highly compliant and able to recover from drastic mechanical perturbations. Their global structure is remarkably temperature resistant, but the virion surface becomes progressively denuded of spikes upon thermal exposure. Thus, both the infectivity and thermal sensitivity of SARS-CoV-2 rely on the dynamics and the mechanics of the virus. One sentence summaryThe native coronavirus 2 displays a dynamic surface layer of spikes, a large mechanical compliance and unique self-healing capacity.

biophysics↗