Biology subjects

Chao, D.-Y.

Publications and source records attributed to Chao, D.-Y..

8 recordsLinked to original sources

bioRxiv2025

An Integrative Approach to Rational Engineering of Dengue Virus-Like Particles

Virus-like particles (VLPs) are promising vaccine candidates due to their noninfectious and highly immunogenic nature. These particles lack a viral genomic core and display a robust host immune response. VLPs are typically highly unstable and heterogeneous in size. This motivates the characterization of the biophysical and structural properties of VLPs to facilitate the rational design of stable and highly immunogenic particles. We employed an integrative approach combining multiscale modeling, lipidomics, and in vitro experiments to gain molecular insights into the factors governing VLP stability and homogeneity. We focused on dengue virus VLPs, which are known to elicit neutralizing antibodies similar to infectious virions. Systematic introduction of mutations in the structurally crucial stem helix region of the chimeric E protein guided by molecular simulations allowed us to modulate the secretion efficiency of VLPs in vitro. Overall, this work highlights the role of protein{square}lipid envelope interactions in maintaining VLP stability with better yield, providing a framework for the future development of stable and immunogenic next-generation VLP-based vaccines.

biophysics↗

bioRxiv2025

Structural Insights into Immature Dengue Virus-Like Particles Revealed by Cryo-EM and Molecular Dynamics Simulations

The lack of efficacious vaccines against dengue (DENV) infections imposes an enormous burden on global health and the economy. Virus-like particles (VLPs), such as mature DENV VLPs (mDVLPs), have been shown to induce broadly neutralizing antibodies, making them promising next-generation vaccine candidates. However, the limited structural details have restricted efforts to engineer VLPs to attain the desired biophysical and immunological properties. In the current work, we present the cryo-electron microscopy (cryo-EM) structure of immature dengue serotype 2 VLP (imD2VLPs), revealing an architecture composed of a glycoprotein layer with prominent spikes in a T=1 arrangement. These spikes, composed of envelope (E) and precursor membrane (prM) protein heterodimers capped by pr domains, closely resemble immature flavivirus particles. Complementing the static structural details, we performed multiscale molecular dynamics (MD) simulations to elucidate the functional dynamics of imD2VLPs in the context of different lipid envelope compositions. Additionally, MD simulations uncovered the transition pathway between our previously solved mature VLP structure and immature VLP from this work. Here we show that VLP maturation involves a simple sliding-rotating motion without any clashes between E proteins. Our results also indicated that lipid composition plays a critical role in VLP stability, with phospholipid-dominant environments providing greater stability than diacylglycerol-rich vesicles. In addition, we demonstrated enhanced production efficiency of VLPs by generating a stable mammalian cell line using CHO-K1 cells. These findings enabled us not only to predict and manipulate the immunogenic properties of dengue VLPs but also underscored the potential of VLPs as a simplified and manageable model for investigating the structural basis of the dengue virus more effectively.

bioinformatics↗

bioRxiv2023

Time-Resolved Chemical Phenotyping of Whole Plant Roots with Printed Electrochemical Sensors and Machine Learning

Plants are non-equilibrium systems consisting of time-dependent biological processes. Phenotyping of chemical responses, however, is typically performed using plant tissues, which behave differently to whole plants, in one-off measurements. Single point measurements cannot capture the information rich time-resolved changes in chemical signals in plants associated with nutrient uptake, immunity or growth. In this work, we report a high-throughput, modular, real-time chemical phenotyping platform for continuous monitoring of chemical signals in the often-neglected root environment of whole plants: TETRIS (Time-resolved Electrochemical Technology for plant Root In-situ chemical Sensing). TETRIS consists of screen-printed electrochemical sensors for monitoring concentrations of salt, pH and H2O2 in the root environment of whole plants. TETRIS can detect time-sensitive chemical signals and be operated in parallel through multiplexing to elucidate the overall chemical behavior of living plants. Using TETRIS, we determined the rates of uptake of a range of ions (including nutrients and heavy metals) in Brassica oleracea acephala. We also modulated ion uptake using the ion channel blocker LaCl3, which we could monitor using TETRIS. We developed a machine learning model to predict the rates of uptake of salts, both harmful and beneficial, demonstrating that TETRIS can be used for rapid mapping of ion uptake for new plant varieties. TETRIS has the potential to overcome the urgent "bottleneck" in high-throughput screening in producing high yielding plant varieties with improved resistance against stress.

bioengineering↗

bioRxiv2020

Uclacyanin proteins are required for lignified nanodomain formation within Casparian strips

Casparian strips (CS) are cell wall modifications of vascular plants restricting extracellular free diffusion into and out the vascular system. This barrier plays a critical role in controlling the acquisition of nutrients and water necessary for normal plant development. CS are formed by the precise deposition of a band of lignin approximately 2 m wide and 150 nm thick spanning the apoplastic space between adjacent endodermal cells. Here, we identified a copper-containing protein, Uclacyanin1 (UCC1) that is sub-compartmentalised within the CS. UCC1 forms a central CS nanodomain in comparison with other CS-located proteins that are found to be mainly accumulated at the periphery of the CS. We found that loss-of-function of two uclacyanins (UCC1 and UCC2) reduces lignification specifically in this central CS nanodomain, revealing a nano-compartmentalised machinery for lignin polymerisation. This lack of lignification leads to increased endodermal permeability, and consequently to a loss of mineral nutrient homeostasis.

plant biology↗

bioRxiv2018

Cross-reactivity reduced dengue virus serotype 2 vaccine does not confer cross-protection against other serotypes of dengue viruses

The four serotypes of dengue virus (DENV) cause the most important rapidly emerging arthropod-borne disease globally. The humoral immune response to DENV infection is predominantly directed against the immunodominant cross-reactive weakly neutralizing epitopes located in the highly conserved fusion peptide of ectodomain II of envelope (E) protein (EDIIFP). Antibodies recognizing EDIIFP have been shown to associate with immune enhancement in an ex vivo animal model. In this study, we explored how prime-boost strategies influence the immunogenicity of a cross-reactivity reduced (CRR) DENV-2 vaccine with substitutions in EDIIFP residues (DENV-2 RD) and found that mice in various DENV-2 RD prime-boost immunizations had significantly reduced levels of EDIIFP antibodies. In addition, heterologous DENV-2 RD DNA-VLP prime-boost immunization induced higher and broader levels of total IgG and neutralizing antibodies (NtAbs) although IgG titers to DENV-2 and 3 were statistically significant. Consistently, mice from DENV-2 RD DNA-VLP prime-boost immunization were fully protected from homologous DENV-2 lethal challenge and partially protected (60% survival rate) from heterologous lethal DENV-3 challenge. Our results conclude that the CRR DENV-2 RD vaccine requires a multivalent format to effectively elicit a balanced and protective immunity across all four DENV serotypes.\n\nImportanceThe low vaccine efficacy of the live-attenuated chimeric yellow fever virus-DENV tetravalent dengue vaccine (CYD-TDV) is unexpected and there is an urgent need to develop a next generation of dengue vaccine. Antibodies against the fusion peptide in envelope protein (E) ectodomain II (EDIIFP) can potentially induce a severe disease via antibody-dependent enhancement (ADE) of infection. This study evaluated different formats of an EDIIFP-modified DENV-2 vaccine (DENV-2 RD) in its capability of inducing a reduced EDIIFP antibodies, and sculpting the immune response towards an increased DENV complex-reactive neutralizing antibodies (CR NtAb). The results from this study confirmed the poor correlate of neutralizing assay with protection as suggested by the results of CYD-TDV clinical trials. There is a urgent need to develop a biological correlate with protection while evaluating the efficacy of the next generation dengue vaccine.

immunology↗

bioRxiv2018

Comprehensive evaluation of differential serodiagnosis between Zika and dengue viral infection

Diagnostic testing for Zika virus (ZIKV) or dengue virus (DENV) infection can be accomplished by a nucleic acid detection method; however, a negative result does not exclude infection due to the low virus titer during infection depending on the timing of sample collection. Therefore, a ZIKV- or DENV-specific serological assay is essential for the accurate diagnosis of patients and to prevent potential severe health outcomes. A retrospective study design with dual approaches of collecting human serum samples for testing was developed. All serum samples were extensively evaluated by using both non-infectious virus-like particles (VLPs) and soluble non-structural protein 1 (NS1) in the standard immunoglobulin M (IgM) antibody-capture enzyme-linked immunosorbent assay (MAC-ELISA). Both VLP- and NS1-MAC-ELISAs were found to have similar sensitivity for detecting anti-premembrane/envelope and NS1 antibodies from ZIKV-infected patient sera. Group cross reactive (GR)-antibody-ablated homologous fusion peptide-mutated (FP)-VLPs consistently showed higher P/N values than homologous wild-type VLPs. Therefore, FP-VLPs were used to develop the algorithm for differentiating ZIKV from DENV infection. Overall, the sensitivity and specificity of the FP-VLP-MAC-ELISA and the NS1-MAC-ELISA were each higher than 80% with no statistical significance. A novel approach to differentiate ZIKV from DENV infection serologically has been developed. The accuracy can reach up to 95% when combining both VLP and NS1 assays. In comparison to current guidelines using neutralization tests to measure ZIKV antibody, this approach can facilitate laboratory screening for ZIKV infection, especially in regions where DENV infection is endemic and capacity for neutralization testing does not exist.

microbiology↗

bioRxiv2018

An epitope-resurfaced virus-like particle can induce broad neutralizing antibody against four serotypes of dengue virus

Dengue fever is caused by four different serotypes of dengue virus (DENV) which is the leading cause of worldwide arboviral diseases in humans. Virus-like particles (VLPs) containing flavivirus prM/E proteins have been demonstrated to be a potential vaccine candidate; however, the structure of dengue VLP is poorly understood. Herein we show for the first time that mD2VLP particles possess a T=1 icosahedral symmetry with a groove located within the E-protein dimers near the 2-fold vertices that exposed highly overlapping, cryptic neutralizing epitopes through cryo-electron microscopy reconstruction. Mice vaccinated with highly matured virus-like particles derived from DENV serotype 2 (mD2VLP) can generate higher cross reactive (CR) neutralization antibodies (NtAbs) and were protected against all 4 serotypes of DENV through clonal expansion supported by hybridoma and B-cell repertoire analysis. Our results revealed that a \"epitope-resurfaced\" mature-form dengue VLP has the potential to induce quaternary structure-recognizing broad CR NtAbs.

microbiology↗

bioRxiv2018

A dengue monovalent vaccine with novel structure provides cross-protection against four serotypes of dengue virus

Dengue fever is caused by four different serotypes of dengue virus (DENV) which is the leading cause of worldwide arboviral diseases in humans. The vaccine candidates under development require a tetravalent immunogen to induce a balanced immunity against all four serotypes of dengue virus. Herein we show that mice vaccinated with highly matured virus-like particles derived from DENV serotype 2 (mD2VLP) can generate higher and broader neutralization antibodies (NtAbs) against all 4 serotypes of DENV through clonal expansion supported by hybridoma and B-cell repertoire analysis. The cryo-electron microscopy reconstruction showed that mD2VLP particles possess a T=1 icosahedral symmetry with a groove located within the E-protein dimers near the 2-fold vertices that exposed highly overlapping, cryptic neutralizing epitopes. Most importantly, maternally transferred antibodies derived from mD2VLP-vaccinated female mice protected suckling mice from lethal challenge by all four serotypes of DENV. Our results support the fact that a universal dengue vaccine that protects against all four serotypes of dengue viruses can be achieved by using an immunogen such as mD2VLP.

microbiology↗