Biology subjects

Park, S.-Y.

Publications and source records attributed to Park, S.-Y..

26 records · Page 2Linked to original sources

bioRxiv2023

Debottlenecking and reformulating feed media for improved CHO cell growth and titer by data-driven and model-guided analyses

Designing and selecting cell culture media and feed are a key strategy to maximize culture performance in industrial biopharmaceutical processes. However, this is a major challenge for therapeutic proteins production since mammalian cells are very sensitive to their culture environment and require specific nutritional needs to grow and produce high-quality proteins such as antibodies. In this regard, in our previous study, we developed data-driven and in-silico model-guided systematic framework to investigate the effect of growth media on Chinese hamster ovary (CHO) cell culture performance, allowing us to design a new media formulation. To expand our exploration to feed, in this study, we evaluated two chemically defined feed media, A and B, in Ambr15 bioreactor runs using a monoclonal antibody-producing CHO K1 cell line. The feeds had a significant impact on cell growth, longevity, viability, and productivity and toxic metabolites production. Specifically, concentrated feed A was not sufficient to support prolonged cell culture and high titer compared to feed B. The framework systematically characterized the major metabolic bottlenecks in the TCA cycle and its related amino acid transferase reactions, and identified key design components, such as asparagine, aspartate, and glutamate, needed for highly productive cell cultures. From our results, we designed three new feeds by adjusting the levels of those amino acids and successfully validated their effectiveness in promoting cell growth and/or titer.

bioengineering↗

bioRxiv2023

Red2Flpe-SCON: A Versatile, Multicolor Strategy for Generating Mosaic Conditional Knockout Mice

Image-based lineage tracing enables tissue turnover kinetics and lineage potentials of different adult cell populations to be investigated. Previously, we reported a genetic mouse model system, Red2Onco, which ectopically expressed mutated oncogenes together with red fluorescent proteins (RFP). This system enabled the expansion kinetics and neighboring effects of oncogenic clones to be dissected. We now report Red2Flpe-SCON: a new mosaic knockout system that uses multicolor reporters to label both mutant and wild-type cells. We have developed the Red2Flpe mouse line for red clone-specific Flpe expression, as well as the FRT-based SCON (Short Conditional IntrON) method to facilitate tunable conditional mosaic knockouts in mice. We used the Red2Flpe-SCON method to study Sox2 mutant clonal analysis in the esophageal epithelium of adult mice which revealed that the stem cell gene, Sox2, is not essential for adult stem cell maintenance itself, but rather for stem cell proliferation and differentiation.

genetics↗

bioRxiv2022

Circadian reprogramming of adipose progenitor cells regulates intermittent fasting-mediated adipose tissue remodeling and metabolic improvement

White adipose tissue (WAT) fibrosis is a hallmark of dysfunctional WAT that is directly linked to metabolic abnormalities. Recent studies have highlighted the role of dysfunctional adipose progenitor cells (APCs) in WAT fibrosis and impaired adaptive tissue plasticity, leading to systemic insulin resistance. However, therapeutic options for WAT fibrosis are limited. Intermittent fasting (IF) is an effective dietary regimen for weight control and metabolic improvement through various mechanisms, including healthy remodeling of WAT. However, whether IF is effective in improving age-associated WAT fibrosis and metabolic homeostasis is unknown. Here, we show that IF confers therapeutic benefits in aged and obese mice through reduction of WAT fibrosis. Single-cell analyses revealed that IF significantly reduces pro-fibrotic signatures within APCs along with upregulation of the circadian pathways, suggesting that the circadian clock of APCs mediates IF-induced WAT remodeling. Importantly, mice lacking core circadian gene exhibited increased fibrotic signatures in WAT and diminished beneficial response to IF, further supporting the importance of circadian rhythm in IF-mediated metabolic benefits. Lastly, insulin resistance in humans also presented with dysregulated circadian rhythm signatures in APC populations. Collectively, our findings highlight the novel role of the APC circadian rhythm in plasticity of WAT and metabolic response to IF.

molecular biology↗

bioRxiv2022

Kinetics-based Inference of Environment-Dependent Microbial Interactions and Their Dynamic Variation

Microbial communities in nature are dynamically evolving as member species change their interactions subject to environmental variations. Accounting for such context-dependent dynamic variations in interspecies interactions is critical for predictive ecological modeling. In the absence of generalizable theoretical foundations, we lack a fundamental understanding of how microbial interactions are driven by environmental factors, significantly limiting our capability to predict and engineer community dynamics and function. To address this issue, we propose a novel theoretical framework that allows us to represent interspecies interactions as an explicit function of environmental variables (such as substrate concentrations) by combining growth kinetics and a generalized Lotka-Volterra model. A synergistic integration of these two complementary models leads to the prediction of alterations in interspecies interactions as the outcome of dynamic balances between positive and negative influences of microbial species in mixed relationships. This unique capability of our approach was experimentally demonstrated using a synthetic consortium of two Escherichia coli mutants that are metabolically dependent (due to an inability to synthesize essential amino acids), but competitively growing on a shared substrate. The analysis of the E. coli binary consortium using our model not only showed how interactions between the two amino acid auxotrophic mutants are controlled by the dynamic shifts in limiting substrates, but also enabled quantifying previously uncharacterizable complex aspects of microbial interactions such as asymmetry in interactions. Our approach can be extended to other ecological systems to model their environment-dependent interspecies interactions from growth kinetics. IMPORTANCEModeling of environment-controlled interspecies interactions through separate identification of positive and negative influences of microbes in mixed relationships is a new capability that can significantly improve our ability to understand, predict, and engineer complex dynamics of microbial communities. Moreover, robust prediction of microbial interactions as a function of environmental variables can serve as valuable benchmark data to validate modeling and network inference tools in microbial ecology, the development of which has often been impeded due to the lack of ground truth information on interactions. While demonstrated against microbial data, the theory developed in this work is readily applicable to general community ecology to predict interactions among microorganisms such as plants and animals, as well as microorganisms.

bioinformatics↗

bioRxiv2022

Cryo-EM structure of human somatostatin receptor 2 complex with its agonist somatostatin delineates the ligand binding specificity

Somatostatin is a peptide hormone regulating endocrine systems through binding to G-protein-coupled somatostatin receptors. somatostatin receptor 2 (SSTR2) is one of the human somatostatin receptors and highly implicated in cancers and neurological disorders. Here, we report the high resolution cryo-EM structure of full-length human SSTR2 bound to the agonist somatostatin (SST-14) complex with inhibitory G (Gi) proteins. Our structure shows that seven transmembrane helices form a deep pocket for ligand binding and that the highly conserved Trp-Lys motif of SST-14 positions at the bottom of the pocket. Furthermore, our sequence analysis combined with AlphaFold modeled structures of other SSTR isoforms provide how SSTR family proteins specifically interact with their cognate ligands. This work provides the first glimpse into the molecular recognition of somatostatin receptor and crucial resource to develop therapeutics targeting somatostatin receptors.

biophysics↗

bioRxiv2019

Inhibitory effects of β-caryophyllene on Helicobacter pylori infection in vitro and in vivo

The human specific bacterial pathogen Helicobacter pylori (H. pylori) is a Gram-negative microaerophilic bacterium and associated with severe gastric diseases such as peptic ulceration and gastric cancer. Recently, the increasing resistance and the emergence of adverse effects make the usage of antibiotics less effectively. Therefore, development of new antimicrobial agent is required to control H. pylori infection. In the current study, it has been demonstrated the inhibitory effect of {beta}-caryophyllene on H. pylori growth and the protective effect against H. pylori infection as well as antibacterial therapeutic effect. {beta}-caryophyllene inhibited H. pylori growth via down-regulation of dnaE, dnaN, holB and gyrA and also down-regulated virulence factors such as CagA, VacA and SecA proteins. {beta}-caryophyllene inhibited expression of several type IV secretion system (T4SS) components including virB2, virB4 and virB8, so that CagA translocation into H. pylori-infected AGS cells was decreased by {beta}-caryophyllene treatment. {beta}-caryophyllene also inhibited VacA toxin entry through down-regulation of type IV secretion system (T5SS). In vivo experiments using Mongolian gerbils demonstrated antibacterial therapeutic effects of {beta}-caryophyllene. After {beta}-caryophyllene administration, immunohistochemistry (IHC) stain using anti-H. pylori antibody showed the antibacterial effect and H&E stain showed the therapeutic effect in treated groups. Hematological data which conformed with histological data support the therapeutic effect of {beta}-caryophyllene administration. Such a positive effect of {beta}-caryophyllene on H. pylori infection potently substantiate that this natural compound could be used as a new antimicrobial agent or functional health food to help the patients whom suffering from gastroduodenal diseases due to H. pylori infection. Author summaryThe inhibitory effect on {beta}-caryophyllene on H. pylori growth and the protective effect against H. pylori infection as well as antibacterial therapeutic effect have been elucidated in this study. {beta}-caryophyllene inhibited H. pylori growth via downregulation of replication machinery of H. pylori. {beta}-caryophyllene also downregulated virulence factors such as CagA, VacA and SecA proteins which are necessary for successful colonization and pathogenesis of H. pylori. Besides, {beta}-caryophyllene significantly reduced H. pylori-induced actin-cytoskeletal rearrangement, vacuolation and apoptosis in AGS cells. In in vivo infection model, {beta}-caryophyllene showed splendid therapeutic effect against H. pylori infection. In particular, this is the first report that evaluates the toxicological effects of {beta}-caryophyllene administration on Mongolian gerbils. Such a positive effect of {beta}-caryophyllene on H. pylori infection potently substantiate that this natural compound could be used as a new antimicrobial agent or functional health food to help the patients whom suffering from gastroduodenal diseases due to H. pylori infection.

microbiology↗

bioRxiv2019

Single-cell transcriptome profiling reveals neutrophil heterogeneity and orchestrated maturation during homeostasis and bacterial infection

The full neutrophil heterogeneity and differentiation landscape remains incompletely characterized. Here we profiled >25,000 differentiating and mature mouse neutrophils using single-cell RNA sequencing to provide a comprehensive transcriptional landscape of neutrophil maturation, function, and fate decision in their steady state and during bacterial infection. Eight neutrophil populations were defined by distinct molecular signatures. The three mature peripheral blood neutrophil subsets arise from distinct maturing bone marrow neutrophil subsets. Driven by both known and uncharacterized transcription factors, neutrophils gradually acquire microbicidal capability as they traverse the transcriptional landscape, representing an evolved mechanism for fine-tuned regulation of an effective but balanced neutrophil response. Bacterial infection reprograms the genetic architecture of neutrophil populations, alters dynamic transition between each subpopulation, and primes neutrophils for augmented functionality without affecting overall heterogeneity. In summary, these data establish a reference model and general framework for studying neutrophil-related disease mechanisms, biomarkers, and therapeutic targets at single-cell resolution.\n\nGraphical Abstract\n\nO_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=119 SRC=\"FIGDIR/small/792200v1_ufig1.gif\" ALT=\"Figure 1\">\nView larger version (28K):\norg.highwire.dtl.DTLVardef@18fed35org.highwire.dtl.DTLVardef@1e68b7org.highwire.dtl.DTLVardef@6cfbc8org.highwire.dtl.DTLVardef@1061a26_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIA comprehensive single-cell resolution transcriptional landscape of mouse neutrophil maturation and fate decision under steady-state and bacterial infection conditions.\nC_LIO_LIThe pathogen clearance machinery in neutrophils is continuously and gradually built during neutrophil differentiation, maturation, and aging, driven by both known and uncharacterized transcription factors.\nC_LIO_LIThe three mature neutrophil subsets in peripheral blood, including a novel ISG-expressing subset, are derived from distinct bone marrow neutrophil precursors.\nC_LIO_LIBacterial infection reprograms the genetic architecture of neutrophil populations, alters dynamic transition between each subpopulation, and primes neutrophils for augmented functionality without affecting overall neutrophil heterogeneity.\nC_LIO_LIBacterial infection-induced emergency granulopoiesis is mediated by augmented proliferation of early stage neutrophil progenitors and accelerated post-mitotic maturation.\nC_LI

immunology↗

bioRxiv2019

The first finding of lichen Solorina saccata at an algific talus slope in Korea

An algific talus slope is composed of broken rocks with vents connected to an ice cave, releasing cool air in summer and relatively warmer air in winter to maintain a more stable microclimate all year round. Such geological features create a very unusual and delicate ecosystem. Although there are around 25 algific talus slopes in Korea, lichen ecology of these areas had not been investigated to date. In this study, we report the first exploration of lichen ecology at an algific talus slope, Jangyeol-ri, in Korea. A total of 37 specimens were collected over 2017-2018. Morphological and sequencing analysis revealed 27 species belonging to 18 genera present in the area. Of particular interest among these species was Solorina saccata, as it has previously not been reported in Korea and most members of genus Solorina are known to inhabit alpine regions of the Northern Hemisphere. We provide here a taxonomic key for S. saccata alongside molecular phylogenetic analyses and prediction of potential habitats in South Korea. Sequences were generated from all S. saccata specimens collected in this study, together with three S. saccata specimens from China for comparison. Phylogenetic analysis based on nuclear small subunit (nuSSU) showed that all the S. saccata specimens are tightly grouped into one clade with high support values (P=0.99) and showed close relatedness to S. spongiosa than S. crocea. Additional analyses were carried out using concatenated sequences: 65 sequences of mitochondrial small subunit (mtSSU) combined with nuLSU and 66 sequences of RPB1 with nuLSU. In these analyses, genus Peltigera was found to be the closest genus to S. saccata. Furthermore, regions in South Korea potentially suitable for Solorina spp. were predicted based on climatic features of known habitats around the globe. Our results showed that the suitable areas are mostly at high altitudes in mountainous areas where the annual temperature range doesnt exceed 26.6{degrees}C. Further survey of other environmental conditions determining the suitability of Solorina spp. should lead to a more precise prediction of suitable habitats and trace the origin of Solorina spp. in Korea.

ecology↗