Biology subjects

Geiss, B. J.

Publications and source records attributed to Geiss, B. J..

11 recordsLinked to original sources

bioRxiv2026

Live-cell, single-molecule imaging resolves the dual nature of mRNA silencing by SARS-CoV-2 Nsp1

SARS-CoV-2 nonstructural protein 1 (Nsp1) is a conserved viral factor that potently silences host transcripts by binding ribosomes. Yet how it acts at the level of individual mRNAs remains unclear, with competing models arguing that Nsp1 blocks translation initiation, stalls ribosome elongation, cleaves mRNA, or does all three. Here, we use Nascent Chain Tracking to quantify in living cells how Nsp1 reshapes mRNA abundance and translation dynamics with single-molecule resolution. Using reporter transcripts that vary in UTR architecture, initiation mode, and open reading frame length, we find that Nsp1 mainly silences our reporter transcripts by reducing their numbers rather than inhibiting initiation. Two routes to Nsp1-mediated mRNA loss are identified, both requiring cap-dependent initiation: an early route acting during or shortly after initiation and a later route associated with downstream translation that depends in part on ZNF598. Together, these two mechanisms make Nsp1 an efficient and robust suppressor of host gene expression. We further find that reporters containing the SARS-CoV-2 UTRs remain susceptible to Nsp1-mediated mRNA loss, but the 5' and 3' UTRs cooperate to increase translation output. Neither viral UTR alone increased translation beyond the host reporter, whereas combining both UTRs substantially enhanced translation in the absence of Nsp1. Together, our results reveal that Nsp1 uses dual, cap-dependent routes to promote mRNA loss across the translation cycle, while the SARS-CoV-2 UTRs provide a cooperative translational advantage rather than robust protection from Nsp1.

molecular biology↗

bioRxiv2026

UTag, a cysteine-free thermostable tagging system for tracking single mRNA translation live

Spatiotemporal regulation of mRNA translation is central to gene expression. Over the past decade, translation has become directly observable in live cells at single-mRNA resolution by tagging nascent chains with tandem arrays of short epitope tags recognized by genetically encodable fluorescent intracellular antibodies (intrabodies). While this technology has revolutionized our understanding of translation regulation, the current toolbox of tagging systems remains limited. Here, we developed a novel and tight-binding intrabody against a short (11-amino acid) HIV protease epitope (named UTag). To ensure robust intracellular folding of the anti-UTag intrabody, we further engineered a cysteine-free variant that folds and functions independently of disulfide-bond formation, as validated by X-ray crystallography. The cysteine-free anti-UTag intrabody retains high binding affinity comparable to the parental intrabody while exhibiting significantly improved thermostability ([~]80 {degrees}C). Importantly, the cysteine-free UTag system enables real-time tracking of single-mRNA translation in live cells with performance on par with the parental UTag system as well as the established SunTag and ALFA-tag. Collectively, these results demonstrate that the newly developed UTag system expands the toolbox for live-cell translation tracking and provides complementary tools for multiplexed applications.

biophysics↗

bioRxiv2025

Generation of broad-spectrum vaccine platforms against tick-borne flaviviruses using ancestral sequence reconstruction

Tick-Borne Flaviviruses (TBFs) pose a significant global health threat, but few vaccines exist against these viral pathogens. Currently approved vaccines against TBFs are only protective against specific virus species, leaving the population at risk for infection by many existing and emerging TBFs. The development of vaccines that provide broad protection against a range of related TBFs has the potential of reducing disease burden against known and unknown viral pathogens. In this study we utilized ancestral sequence reconstruction (ASR) to design recombinant antigens of extinct ancestral viruses to serve as vaccines against multiple modern day TBFs. We reconstructed a common ancestral envelope (E) antigen that possesses high sequence and structural identity to several modern-day TBF pathogens and engineered this ancestral E antigen sequence into an attenuated Sindbis virus vaccine platform. We observed that this Sindbis virus was replication competent and generated sustained antigen expression in vitro. Immunizing mice with this vaccine candidate resulted in the production of significant neutralizing antibody active against virulent Powassan (POWV) and Langat (LGTV) viruses. Antibody neutralization correlated well with decreased clinical signs and increased survival from virulent POWV challenge. These data indicate that a common ancestral antigen from TBFs can provide protection against multiple modern day TBFs, and that the ASR approach may provide a valuable new pathway to safe and effective pan-TBF vaccines.

microbiology↗

bioRxiv2025

Development of ENTV reverse genetics system and phenotypic evaluation of rescued virus reveals host-specific replication patterns in mosquitoes

Entebbe bat virus (ENTV) is a bat-associated flavivirus with no known vector. Research into the biology of this virus, including assessment of the possibility that it may be vector-transmitted, is hindered by a lack of molecular tools and robust genetic systems. Therefore, we sequenced the complete 3 untranslated region, which was not previously available, and developed an infectious clone of ENTV to facilitate further investigation of the virus. Virus derived from the clone replicated similarly to the parental virus isolate in various vertebrate cells. Surprisingly, ENTV replicated to high titers in Aedes aegypti and Aedes albopictus mosquito cell lines, but there was no replication or infection in Culex tarsalis cells. In addition, phylogenetic and bioinformatics analyses strongly suggested that ENTV may be associated with a mosquito host. Given the bioinformatics support and efficient growth in Aedes cells, we orally exposed Ae. aegypti and Ae. albopictus to ENTV to evaluate infection. The ENTV blood-fed mosquitoes were all negative for infection; however, when ENTV was intrathoracically inoculated, bypassing the initial midgut infection and escape barriers, it replicated to high levels in the body, without dissemination of infectious virus into the saliva. These findings suggest that, despite demonstrating high molecular compatibility at the cellular level in Aedes mosquitoes, Ae. aegypti and Ae. albopictus are unlikely to serve as competent vectors for ENTV transmission due to strong midgut infection barriers. The clone presented in this manuscript should help to clarify the mechanisms for transmission and maintenance of ENTV, which remain poorly understood.

microbiology↗

bioRxiv2025

AI-assisted protein design to rapidly convert antibody sequences to intrabodies targeting diverse peptides and histone modifications

Intrabodies are engineered antibodies that function inside living cells, enabling therapeutic, diagnostic, and imaging applications. While powerful, their development has been hindered by challenges associated with their folding, solubility, and stability in the reduced intracellular environment. Here, we present an AI-driven pipeline integrating AlphaFold2, ProteinMPNN, and live-cell screening to optimize antibody framework regions while preserving epitope-binding complementarity-determining regions. Using this approach, we successfully converted 19 out of 26 antibody sequences into functional single-chain variable fragment (scFv) intrabodies, including a panel targeting diverse histone modifications for real-time imaging of chromatin dynamics and gene regulation. Notably, 18 of these 19 sequences had failed to convert using the standard approach, demonstrating the unique effectiveness of our method. As antibody sequence databases expand, our method will accelerate intrabody design, making their development easier, more cost-effective, and broadly accessible for biological research.

cell biology↗

bioRxiv2024

PAbFold: Linear Antibody Epitope Prediction using AlphaFold2

Defining the binding epitopes of antibodies is essential for understanding how they bind to their antigens and perform their molecular functions. However, while determining linear epitopes of monoclonal antibodies can be accomplished utilizing well-established empirical procedures, these approaches are generally labor- and time-intensive and costly. To take advantage of the recent advances in protein structure prediction algorithms available to the scientific community, we developed a calculation pipeline based on the localColabFold implementation of AlphaFold2 that can predict linear antibody epitopes by predicting the structure of the complex between antibody heavy and light chains and target peptide sequences derived from antigens. We found that this AlphaFold2 pipeline, which we call PAbFold, was able to accurately flag known epitope sequences for several well-known antibody targets (HA / Myc) when the target sequence was broken into small overlapping linear peptides and antibody complementarity determining regions (CDRs) were grafted onto several different antibody framework regions in the single-chain antibody fragment (scFv) format. To determine if this pipeline was able to identify the epitope of a novel antibody with no structural information publicly available, we determined the epitope of a novel anti-SARS-CoV-2 nucleocapsid targeted antibody using our method and then experimentally validated our computational results using peptide competition ELISA assays. These results indicate that the AlphaFold2-based PAbFold pipeline we developed is capable of accurately identifying linear antibody epitopes in a short time using just antibody and target protein sequences. This emergent capability of the method is sensitive to methodological details such as peptide length, AlphaFold2 neural network versions, and multiple-sequence alignment database. PAbFold is available at https://github.com/jbderoo/PAbFold.

molecular biology↗

bioRxiv2020

Development of SARS-CoV-2 Nucleocapsid Specific Monoclonal Antibodies

The global COVID-19 pandemic has caused massive disruptions in every society around the world. To help fight COVID-19, new molecular tools specifically targeting critical components of the causative agent of COVID-19, SARS-Coronavirus-2 (SARS-CoV-2), are desperately needed. The SARS-CoV-2 nucleocapsid protein is a major component of the viral replication processes, integral to viral particle assembly, and is a major diagnostic marker for infection and immune protection. Currently available antibody reagents targeting the nucleocapsid protein were primarily developed against the related SARS-CoV virus and are not specific to SARS-CoV-2 nucleocapsid protein. Therefore, in this work we developed and characterized a series of new mouse monoclonal antibodies against the SARS-CoV-2 nucleocapsid protein. The anti-nucleocapsid monoclonal antibodies were tested in ELISA, western blot, and immunofluorescence analyses. The variable regions from the heavy and light chains from five select clones were cloned and sequenced, and preliminary epitope mapping of the sequenced clones was performed. Overall, the new antibody reagents described here will be of significant value in the fight against COVID-19.

microbiology↗

bioRxiv2020

SARS-CoV-2 infection, neuropathogenesis and transmission among deer mice: Implications for reverse zoonosis to New World rodents

Coronavirus disease-19 (COVID-19) emerged in November, 2019 in China and rapidly became pandemic. As with other coronaviruses, a preponderance of evidence suggests the virus originated in horseshoe bats (Rhinolophus spp.) and likely underwent a recombination event in an intermediate host prior to entry into human populations. A significant concern is that SARS-CoV-2 could become established in secondary reservoir hosts outside of Asia. To assess this potential, we challenged deer mice (Peromyscus maniculatus) with SARS-CoV-2 and found robust virus replication in the upper respiratory tract, lungs and intestines, with detectable viral RNA for up to 21 days in oral swabs and 14 days in lungs. Virus entry into the brain also occurred, likely via gustatory-olfactory-trigeminal pathway with eventual compromise to the blood brain barrier. Despite this, no conspicuous signs of disease were observed and no deer mice succumbed to infection. Expression of several innate immune response genes were elevated in the lungs, notably IFN, Cxcl10, Oas2, Tbk1 and Pycard. Elevated CD4 and CD8{beta} expression in the lungs was concomitant with Tbx21, IFN{gamma} and IL-21 expression, suggesting a type I inflammatory immune response. Contact transmission occurred from infected to naive deer mice through two passages, showing sustained natural transmission. In the second deer mouse passage, an insertion of 4 amino acids occurred to fixation in the N-terminal domain of the spike protein that is predicted to form a solvent-accessible loop. Subsequent examination of the source virus from BEI Resources indicated the mutation was present at very low levels, demonstrating potent purifying selection for the insert during in vivo passage. Collectively, this work has determined that deer mice are a suitable animal model for the study of SARS-CoV-2 pathogenesis, and that they have the potential to serve as secondary reservoir hosts that could lead to periodic outbreaks of COVID-19 in North America.

microbiology↗

bioRxiv2020

A Hyperactive Kunjin Virus NS3 Helicase Mutant Demonstrates Increased Dissemination and Mortality in Mosquitoes

The unwinding of double-stranded RNA intermediates is critical for replication and packaging of flavivirus RNA genomes. This unwinding activity is achieved by the ATP-dependent nonstructural protein 3 (NS3) helicase. In previous studies, we investigated the mechanism of energy transduction between the ATP and RNA binding pockets using molecular dynamics simulations and enzymatic characterization. Our data corroborated the hypothesis that Motif V is a communication hub for this energy transduction. More specifically, mutations T407A and S411A in Motif V exhibit a hyperactive helicase phenotype leading to the regulation of translocation and unwinding during replication. However, the effect of these mutations on viral infection in cell culture and in vivo is not well understood. Here, we investigated the role of Motif V in viral replication using T407A and S411A West Nile virus (Kunjin subtype) mutants in cell culture and in vivo. We were able to recover S411A Kunjin but unable to recover T407A Kunjin. Our results indicated that S411A Kunjin decreased viral infection, and increased cytopathogenicity in cell culture as compared to WT Kunjin. Similarly, decreased infection rates in surviving S411A-infected Culex quinquefasciatus mosquitoes were observed, but S411A Kunjin infection resulted in increased mortality compared to WT Kunjin. Additionally, S411A Kunjin increased viral dissemination and saliva positivity rates in surviving mosquitoes compared to WT Kunjin. These data suggest that S411A Kunjin increases pathogenesis in mosquitoes. Overall, these data indicate that NS3 Motif V may play a role in the pathogenesis, dissemination, and transmission efficiency of Kunjin virus. IMPORTANCEKunjin and West Nile viruses belong to the arthropod-borne flaviviruses, which can result in severe symptoms including encephalitis, meningitis, and death. Flaviviruses have expanded into new populations and emerged as novel pathogens repeatedly in recent years demonstrating they remain a global threat. Currently, there are no approved anti-viral therapeutics against either Kunjin or West Nile viruses. Thus, there is a pressing need for understanding the pathogenesis of these viruses in humans. In this study, we investigate the role of the Kunjin virus helicase on infection in cell culture and in vivo. This work provides new insight into how flaviviruses control pathogenesis and mosquito transmission through the nonstructural protein 3 helicase.

microbiology↗

bioRxiv2020

RNA-dependent structures of the RNA-binding loop in the flavivirus NS3 helicase

The flavivirus NS3 protein is a helicase that has pivotal functions during the viral genome replication process, where it unwinds double-stranded RNA and translocates along the nucleic acid polymer in a nucleoside triphosphate hydrolysis-dependent mechanism. An increased interest in this enzyme as a potential target for development of antiviral therapeutics was sparked by the 2015 Zika virus epidemic in the Americas. Crystallographic and computational studies of the flavivirus NS3 helicase have identified the RNA-binding loop as an interesting structural element, which may function as an origin for the RNA-enhanced NTPase activity observed for this family of helicases. Microsecond-long unbiased molecular dynamics as well as extensive replica exchange umbrella sampling simulations of the Zika NS3 helicase have been performed to investigate the RNA-dependence of this loops structural conformations. Specifically, the effect of the bound single-stranded RNA (ssRNA) oligomer on the putative "open" and "closed" conformations of this loop are studied. In the Apo substrate state, the two structures are nearly isoergonic ({Delta}GO[->]C = -0.22 kcal mol-1), explaining the structural ambiguity observed in Apo NS3h crystal structures. The bound ssRNA is seen to stabilize the "open" conformation ({Delta}GO[->]C = 1.97 kcal mol-1) through direct protein-RNA interactions at the top of the loop. Interestingly, a small ssRNA oligomer bound over 13 [A] away from the loop is seen to affect the free energy surface to favor the "open" structure while minimizing barriers between the two states. The mechanism of the transition between "open" and "closed" states is characterized as are residues of importance for the RNA-binding loop structures. From these results, the loop is hypothesized to be a viable region in the protein for targeted small-molecule inhibition and mutagenesis studies, where stabilization of the "closed" RNA-binding loop will negatively impact RNA-binding and the RNA-enhanced NTPase activity.

biophysics↗

bioRxiv2019

Motif V acts as a Regulator of Energy Transduction Between the Flavivirus NS3 ATPase and RNA Binding Cleft

The unwinding of double-stranded RNA intermediates is a critical component for the replication of flavivirus RNA genomes. This function is achieved by the C-terminal helicase domain of nonstructural protein 3 (NS3). As a member of the superfamily 2 (SF2) helicases, NS3 is known to require the binding and hydrolysis of ATP/NTP to translocate along and unwind double-stranded nucleic acids. However, the mechanism of energy transduction between the ATP and RNA binding pockets is not well understood. Previous molecular dynamics simulations published by our group have identified Motif V as a potential "communication hub" for this energy transduction pathway. In order to investigate the role of Motif V in this process, a study combining molecular dynamics, biochemistry and virology has been employed. Mutations of Motif V were tested in both replicon and recombinant protein systems to investigate viral genome replication, RNA binding affinity, ATP hydrolysis activity and helicase unwinding activity. Using these analyses, we found that T407A and S411A in Motif V demonstrated increased turnover rates, suggesting that the mutations causes the helicase to unwind dsRNA more quickly than WT. Additionally, simulations of each mutant were used to probe structural changes within NS3 caused by each mutation. These simulations indicate that Motif V controls communication between the ATP binding pocket and the helical gate. These data help define the linkage between ATP hydrolysis and helicase activity within NS3 and provide insight into the biophysical mechanisms for ATPase driven NS3 helicase function.

biochemistry↗