Protein Expression and Purification
○ Elsevier BV
Preprints posted in the last 90 days, ranked by how well they match Protein Expression and Purification's content profile, based on 13 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.
Shin, J.; KIm, E.-m.; Jang, J.-h.; Jee, S.-w.; Kim, S.-h.; Yu, S.; Yoon, M.; Craig, D.; Swoyer, R.; Alamuri, P.; Price, A.; Patel, S.; Ravichandran, R.; Carter, L.; Pallerla, S.
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The rapid emergence of SARS-CoV-2 variants that evade neutralizing antibodies underscores the need for next-generation antiviral biologics that combine molecular precision with scalable, cost-effective manufacturing. Computationally designed miniproteins targeting the receptor-binding domain (RBD) of the spike protein offer a compelling alternative to monoclonal antibodies due to their small size, high thermal stability, and compatibility with microbial expression systems. Here we report the end-to-end development and cGMP production of IPD-52520, a de novo antiviral miniprotein, using an optimized E. coli platform. Two miniprotein candidates, a homotrimeric construct (Trimer is referred to as IPD-52520, 17 kDa) and a tandem fusion (Daisy is referred to as IPD-52521, 25 kDa), were evaluated in parallel through systematic optimization of strain selection, media composition, fed-batch fermentation, inclusion-body solubilization, refolding, and chromatographic purification. The Trimer was downselected as the lead molecule based on superior preclinical efficacy, favorable pharmacokinetic properties, and higher volumetric manufacturing yields. The optimized process delivers approximately 2 g/L of purified protein at greater than 90% purity. Scale-up from 5 L to 50 L under cGMP conditions demonstrated excellent batch-to-batch reproducibility across six independent batches, supporting nonclinical and Phase 1 clinical supply. Comprehensive biophysical characterization confirmed a well-folded, predominantly alpha-helical trimer (Tm = 73.4 {degrees}C; polydispersity = 1.005) with an intact primary structure and strong target-binding affinity (KD < 1 pM). Real-time stability studies indicate that the drug substance is stable at 2-8 {degrees}C for at least 12 months, with ongoing stability studies. These results demonstrate the feasibility of translating computationally designed antiviral miniproteins into manufacturable biologics and provide a platform applicable to rapid-response therapeutics against current and future pandemic threats.
Ramirez Gutierrez, A. C.; Harguindeguy, I.; Homse, M. S.; Sabetta, A. E.; Cavalitto, S. F.; Ortiz, G. E.
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The purification of industrial enzymes typically relies on costly, multi-step chromatographic protocols. To address this, we developed a novel platform termed Coated Bacterial Enzymes (CBEs), which enables one-step purification and immobilization of recombinant proteins fused to the SlpA cell wall binding domain. As a proof of concept, we used a {beta}-galactosidase from Bifidobacterium bifidum of dairy relevance. The chimeric enzyme BbgII-SlpA was expressed in Escherichia coli and captured from crude lysate onto glutaraldehyde-inactivated Bacillus subtilis cells via SlpA domain. Binding was characterized by a dissociation constant (Kd) of 16.2 {micro}M and maximum binding capacity (Bmax) of 144 {micro}mol/g. The resulting CBE biocatalyst exhibited optimal activity at pH 6.0 for ONPG and lactose, with a broader pH profile than the free enzyme. Optimal temperatures were 60 {degrees}C for ONPG and 50 {degrees}C for lactose, and CBE retained >80% activity after 390 min at 45 {degrees}C, compared to 20% for the free enzyme. Catalytic efficiencies (kcat/Km) were 2.62 x106 M-1{middle dot}s-1 for ONPG and 4.40 x102 M-1{middle dot}s-1 for lactose. Moreover, CBE showed improved tolerance to cations such as Ca2+ and Fe2+. These results suggest that the CBE platform offers a cost-effective alternative for producing high-purity, immobilized enzymes for diverse industrial bioprocesses.
Mazgaj, R.; Kołpa, A.; Esmaeeli, M.; Pełczynska, J.; Galea, D.; Gawor, J. J.; Malinowska, A.; Szczypiorowska, A.; Kehl-Fie, T.; Waldron, K. J.
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Background: Biochemical, biophysical and structural characterisation of isozymes from the ubiquitous family of iron- or manganese-dependent superoxide dismutases (SodFMs) requires the purification of high-quality preparations of recombinant enzymes. Determination of their key biochemical parameter, their catalytic metal-preference, requires the comparison of the catalytic turnover of samples loaded exclusively with iron versus samples loaded exclusively with manganese. Both of these aims are inhibited by the potential contamination of recombinant preparations of SodFMs, prepared by heterologous overexpression inside Escherichia coli cells, by even low levels of endogenous SodFMs from the host, both of which show very high turnover with either manganese (E. coli MnSOD) or iron (FeSOD). To overcome this problem, we created a strain of E. coli lacking the endogenous SodFMs. Here, we characterised this E. coli BL21 (DE3) {Delta}sodA{Delta}sodB strain, determining the physiological effects of SodFM deletion and demonstrating its utility for producing recombinant SodFMs for in vitro characterisation and use. Results: Genomic analysis verified the targeted gene deletions, without off-target effects. Growth, expression, elemental analysis, and proteomic data confirmed a lack of physiological defects of the strain except for a known inability to grow on glucose, which is overcome by heterologous SodFM expression. We demonstrate the utility of the strain for the efficient production of diverse recombinant SodFMs, including highly divergent, understudied isozymes, including the ability to precisely control the metal-loading of the heterologously expressed protein. Conclusions: The E. coli strain described herein is a useful microbial cell factory for production of recombinant SodFMs, which should find widespread utility as expression host of choice, enabling more efficient production of protein for studies of the biochemical, biophysical and structural properties of this remarkable family of metalloenzymes.
Pollo, B. A. L. V.; Perias, G. A.; Aguimatang, R. H.; Espiritu, A. P.; Ching, D.; Idolor, M. I.; King, R. A.; Climacosa, F. M.; Caoili, S. E.
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Introduction: Synthetic oligopeptides provide a rapid and cost-efficient approach to developing antibodies and diagnostics for emerging viral variants. Methods: This study computationally and experimentally characterized a synthetic peptide analog of the SARS-CoV-2 spike subdomain 2 major disulfide loop (SD2MDL), designated S621 (CPVAIHADQLTPTWRVYSTC). Binding affinity was computationally estimated using the Heuristic Affinity Prediction Tool for Immune Complexes (HAPTIC), while experimental validation was performed using enzyme-linked immunosorbent assay (ELISA) with rabbit-derived antipeptide antibodies. Clinical diagnostic accuracy testing was done using plasma samples from RT-PCR-confirmed COVID-19 patients and pre-COVID-19 controls. Results: S621 demonstrated nanomolar binding affinity (Kdapp = 1.14 nM) and high avidity (3.67 nM), closely matching HAPTIC predictions (3.54 nM). Diagnostic evaluation yielded a sensitivity of 89.92% and specificity of 27.79%, corresponding to an overall accuracy of 71.79%. Discussion: These findings demonstrate that a single synthetic peptide derived from a conserved spike subdomain can function as a high-affinity surrogate for full-length antigens, supporting its potential application in rapid peptide-based immunodiagnostics.
Pollo, B. A. L. V.; Llagas, J. P. B.; Aguimatang, R. H. B.; Espiritu, A. P. N.; Ching, D.; Idolor, M. I. C.; Ong, R. A.; Climacosa, F. M. M.; Caoili, S. E.
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Background: The N-terminal ectodomain (NTE) of the SARS-CoV-2 membrane (M) glycoprotein is a short, flexible region that remains exposed on the virion surface and exhibits immunogenic potential across multiple coronaviruses. Despite its small size and conformational plasticity, this region contains conserved linear epitopes that may serve as practical surrogates for full-length proteins in serological diagnostics. Objective: To develop and evaluate a synthetic peptide-based diagnostic assay targeting the NTE of the SARS-CoV-2 M protein. Methods: Epitope prediction, peptide synthesis, and antibody affinity assays were performed to design homomultivalent peptide analogs that exploit avidity effects through disulfide polymerization. The resulting peptide antigens were tested in an enzyme-linked immunosorbent assay (ELISA) using clinical samples from RT-PCR-confirmed COVID-19 patients and biobanked controls. Results: The selected peptide analogs (M1, M1i, M1s) corresponded to a conserved surface-exposed motif of the SARS-CoV-2 M protein. Polymeric M1 exhibited a twofold gain in apparent affinity (Kdapp = 4.33 nM) compared with the monomeric form (Kdapp = 8.00 nM). Clinical validation using 1,222 patient samples yielded a sensitivity of 95.26% and specificity of 52.27%, with an overall diagnostic accuracy of 88.70%. Conclusion: The M peptide analogs demonstrate that synthetic peptide antigens can serve as stable, high-sensitivity surrogates for whole-protein assays. This design principle may be applied to other emerging pathogens where rapid assay development and scalability are critical. Keywords: Peptides, Antibodies, COVID-19, Enzyme-Linked Immunosorbent Assay, Protein Binding
DAS, D.; Kaushik, J. K.
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Production of recombinant proteins frequently yields inclusion bodies that must undergo refolding to yield active protein. Here, we optimized the refolding conditions for the recombinant leucyl aminopeptidase (rPepL) from Lactocaseibacillus casei expressed in inclusion bodies from E. coli. Several chemical additives were assessed for how well they facilitated an increase in refolding efficiency. The best, 0.5 M L-arginine, yielded 50.8% refolding. The addition of stabilizers, such as sucrose and glycerol, with L-arginine further increased yields to 85%. Urea at lower concentrations (0.25-0.5 M) also facilitated an increase in the refolding yield when co-added with L-arginine, whereas guanidinium chloride inhibited it. Sugars and polyols exhibited dose-dependent effects, with ranges for optima also defined. Fluorescence spectroscopy verified enhancements in the refolding under the optimized conditions. Molecular dynamics simulation under mixed solvent conditions provided atomic insights about stabilizing interactions that are likely to facilitate increased refolding. The results show that a series of aggregation suppressors and protein stabilizers can, in a collaborative way, increase the refolding efficiency for the recombinant proteins from the inclusion bodies. The protocol with the optimization using the additives L-arginine, sucrose, and glycerol is an efficient method for the production of active rPepL. This article outlines the best refolding method to recover recombinant leucyl aminopeptidase from inclusion bodies of E. coli using L-arginine combined with sucrose and glycerol. The combined experimental observations and computational simulations elucidate the molecular process of additive-induced stabilization, which elucidates how aggregation inhibition and hydrogen-bonded stabilization act synergistically. The results presented herein answer both mechanistic understanding and experimental guidance for improving protein refolding.
O'Donnell, A.; Abbas, G.
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{beta}-glucosidase (BglB) from Paenibacillus polymyxa was mutated (G23S, Rosetta/Foldit numbering; G26S, conventional numbering) to assess structural and functional changes. Foldit modeling and prior Design 2 Data (D2D) database results led us to hypothesize that this mutation would increase substrate binding affinity and catalytic efficiency, with a moderate reduction in thermal stability. The mutant protein was expressed, purified, and analyzed using kinetics and thermal stability assays. Relative to the wild-type (WT), G23S exhibited a similar binding affinity (similar Km), an approximately 2-fold increase in turnover number (kcat) and catalytic efficiency (kcat/Km), an almost 14-fold increase in maximum reaction velocity (Vmax) and a slight decrease in thermostability (T50). The results largely support the hypothesis, indicating that changes in residue 23 can enhance catalytic power while minimally compromising stability.
Zafiropoulo, H. R.; Thomas, J. E.; Cortez, N. R.; Apostol, K.; de Sa, A.; Khosravi, R.; Moore, L.; Berndsen, C. E.; Bibel, B.
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Species of Bacillus bacteria including Bacillus safensis and Bacillus subtilis are finding increasing uses in biotechnology and bioremediation, thanks in part to their metabolic robustness. Malate dehydrogenase (MDH) is at the heart of central metabolism and thus a better understanding of Bacillus MDH proteins could aid in the optimization of these applications. MDH of Bacillus spp. belong to the lactate dehydrogenase (LDH)-like class of MDHs, otherwise known as the MDH3 class. Despite wide prevalence in nature among prokaryotes and archaea, this typically homotetrameric class is understudied compared to the MDH1 and MDH2 classes found in eukaryotes. We therefore recombinantly expressed and purified MDH proteins from two societally relevant Bacillus spp.-B. safensis and B. subtilis-and characterized them biophysically (via Size Exclusion Chromatography-Small Angle X-ray Scattering (SEC-SAXS) and Differential Scanning Fluorimetry (DSF)) and enzymatically (via spectroscopic activity assays). As expected based on their high sequence identity, the two MDH orthologs had similar properties in most regards, including a tetrameric structure and high susceptibility to substrate inhibition. However, we uncovered differences in conditional thermal stability, in addition to subtle differences in enzymatic activity that offer insight into the workings of LDH-like MDH. Summary statementMalate dehydrogenase (MDH) is a fundamental metabolic enzyme, from microbes to mammals, yet comparably little is known about microbial MDH, especially MDH of the tetrameric MDH3 class. We compare the biophysical and enzymatic properties of two such enzymes from the societally relevant bacterial species Bacillus subtilis and Bacillus safensis, offering useful insight with potential biotechnological implications.
Bozkurt, E. U.; Zanchet, B.; Nikel, P. I.; Volke, D. C.
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Cell-free protein synthesis (CFPS) is a powerful platform for synthetic biology, yet the factors governing reaction longevity remain poorly understood despite their importance for high-throughput applications. Here, the three principal determinants of CFPS performance--DNA template design, reaction composition, and lysate genotype--were systematically optimized to extend reaction lifetime in a 384-well plate format. Different energy regeneration systems were evaluated through real-time pH monitoring and metabolomic analyses to identify the metabolic constraints limiting prolonged protein synthesis. Lysates prepared from engineered Escherichia coli BL21(DE3) strains were further examined to assess the contributions of DNA, RNA, and amino acid stabilization. Systematic optimization of amino acid, nucleoside triphosphate, polyethylene glycol, and lysate concentrations identified DNA template stability and amino acid preservation as the primary factors sustaining CFPS activity. Combining these improvements yielded reactions that remained productive for >14 h and produced 567 {+/-} 64 g mL-1 active deGFP. These findings establish practical strategies for extending CFPS lifetime and improving high-throughput cell-free platforms.
Krolak, P.; Ribeiro, O.; Gehl-Vaisanen, B.; Hiltunen, M.; Goldman, A.; Vidilaseris, K.
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Acidocalcisomes are evolutionarily conserved acidic organelles that are rich in cations and inorganic phosphate, primarily polyphosphates. In kinetoplastid parasites, acidocalcisomes and their polyphosphate content are essential for osmoregulation and environmental adaptation during host switching. In this organelle, polyphosphate is synthesised and transported to the lumen by the vacuolar transporter chaperone (VTC) complex. Interestingly, unlike yeast VTC, which has five components, only two have been observed in kinetoplastids: Vtc1, which contains only a transmembrane domain and Vtc4, which, in addition to a transmembrane domain, also consists of SPX and catalytic domains. In this study, we used proximity-dependent biotinylation (BioID) in Leishmania tarentolae to identify proteins located close to the VTC complex. The complex was found near several known acidocalcisomal proteins, including membrane-bound pyrophosphatase (mPPase), vacuolar-type H-ATPase (V-H+-ATPase), Ca{superscript 2}-transporting P-type ATPase (Ca2+-ATPase), zinc transporter (ZnT), and palmitoyl acyltransferase 2 (PAT2). Importantly, this approach revealed three novel VTC binding partners (VBPs) that colocalise and interact with the complex in acidocalcisomes, as confirmed by confocal microscopy, pulldown assays, and AlphaFold3 structural predictions. Together, our results expand the acidocalcisome interactome and suggest that the newly identified VBPs may contribute to the structural organisation and regulatory function of the VTC complex in phosphate homeostasis of kinetoplastid parasites. Author summaryProtozoan parasites such as Leishmania and Trypanosoma cause serious diseases affecting millions of people worldwide. To better understand how these parasites survive environmental changes during transmission between hosts, we studied a specialised organelle called the acidocalcisome, which stores polyphosphates and helps regulate stress responses. In this work, we used the non-pathogenic Leishmania tarentolae as a safe and cost-effective model that shares key cellular features with disease-causing species. Using a combination of CRISPR-Cas9 genome editing, proximity-based labelling (BioID), confocal microscopy, pulldown assays and AlphaFold3 structure prediction, we investigated the vacuolar transporter chaperone (VTC) complex, which synthesises and transports polyphosphate into the acidocalcisome lumen. Proximity proteomics identified several known proteins located near the VTC complex, and importantly, led us to discover three novel proteins that interact with it. These findings open new directions for exploring the organisation and regulation of the VTC complex in protozoan parasites. By revealing novel protein interactions, our study contributes to a deeper understanding of parasite biology and may help identify therapeutic targets for treating neglected tropical diseases.
Wang, Z.; Ma, H.; Mao, Y.; Ma, K.
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Plasmids are widely used for gene expression, yet their coding potential beyond the intended coding sequence (CDS) is often poorly characterized. Here, we explored putative "hidden open reading frames" (hidden ORFs) embedded within non-canonical reading frames of plasmid sequences through a computational workflow for their identification. Using enhanced green fluorescent protein (eGFP) as a target gene, we observed unexpectedly uninterrupted ORFs in both the +2 coding frame and the reverse frame. Immunoblotting detected stable expression of the +2 frame-derived protein, but not the reverse-frame ORF. Motivated by these observations, we developed a computational pipeline and analyzed 6,308 eGFP-containing plasmids, identifying putative hidden ORFs in approximately 21% of constructs. Approximately 25% of hidden ORFs occurred in the +2 frame, with the remainder occurring in the reverse frame. The same analytical pipeline, if utilized for plasmids beyond eGFP plasmids, can contribute to avoiding unintended outcomes, in applications such as gene replacement therapy.
Tse, S.;Romani, F.;Chavez, F.;Frangedakis, E.;Haseloff, J.
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Recombinant proteins have transformative potential in biomedicine, but their production is often costly and carries contamination risks. Plants offer an attractive alternative, with low growth costs and reduced pathogen risk, yet their slow growth cycles limit their use for rapid protein engineering. Here, we establish Marchantia polymorpha, a genetically tractable liverwort with a short life cycle, as a new platform for recombinant protein production. Using stable Agrobacterium-mediated transformation, we expressed an anti-mCherry nanobody fused to the fluorescent protein mTurquoise2 with different purification tags. Expression levels reached up to [~]120 {micro}g/g fresh weight, and nanobody functionality was validated through a microscopy-based bead-binding assay. This yield rivals that of established systems such as Nicotiana benthamiana. Our results position M. polymorpha as a scalable, safe, and efficient chassis for protein engineering, with broad potential for applications in synthetic biology. This work opens the door to exploiting liverwort biotechnology for fast, cost-effective, and biosafe production of valuable recombinant proteins. Graphical Table of Contents O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=133 SRC="FIGDIR/small/733889v1_ufig1.gif" ALT="Figure 1"> View larger version (21K): org.highwire.dtl.DTLVardef@aabc4aorg.highwire.dtl.DTLVardef@12f9fa4org.highwire.dtl.DTLVardef@199d3e0org.highwire.dtl.DTLVardef@2533a4_HPS_FORMAT_FIGEXP M_FIG C_FIG
Freeman, A. D.; Evans, C. A.; Tee, K. L.; Wong, T. S.
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Ribulose-1,5-bisphosphate carboxylase/oxygenase (RuBisCO), the most abundant protein on Earth, is an attractive and sustainable food ingredient owing to its favourable nutritional and techno-functional properties. Leafy vegetables are particularly rich sources of RuBisCO; however, large-scale vegetable production generates substantial quantities of residual biomass throughout agri-food supply chains. Drying is widely used to stabilise this biomass and facilitate storage, transport, and handling, yet most reported RuBisCO extraction methods have been developed for fresh material and are poorly suited to dried feedstocks. Here, we present a simple, scalable, and cost-effective process for the recovery of food-grade RuBisCO from dried leafy biomass. Using spinach, rocket, and kale as model systems, efficient protein extraction was achieved from both freshly dried leaves and commercially available leaf powders without the need for resource-intensive processing. Application of the method to spinach yielded approximately 75 mg of high-purity RuBisCO per 100 g fresh-leaf equivalent, corresponding to an extraction efficiency of [~]70%, which increased to [~]90% following supplementation with 20 mM CaCl2. The recovered protein fraction also exhibited favourable foaming capacity and foam stability, demonstrating its potential as a functional food ingredient. This work provides a practical route for the valorisation of dried vegetable residues and supports the development of circular, waste-to-value supply chains for sustainable plant protein production.
Bozkurt, C.; Nathanail, E.; Goteti, A.
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For structural-biology and protein-production pipelines, the hardest part of a difficult protein is not the biology -- it is obtaining a well-behaved sample for functional studies. Programs routinely stall at construct design, expression, and purification: deciding where to truncate, which tags to use, how to express, and how to purify so the protein survives concentration and handling. These decisions are still made largely by literature precedent and experimental experience, and they require trial-and-error before arriving at a functional construct for hard targets. We present a prospective, single-pair wet-lab case study testing whether an integrated computational platform can improve these decisions. For human fibroblast growth factor 21 (FGF21) -- a clinically important and stability-challenged metabolic hormone -- we compared two expression constructs produced side by side under the same experimental workflow, using two different design strategies: one designed by a scientist from the literature (reproducing the published core-domain construct, PDB 6M6E), and one designed by the Orbion platform -- an AI, prediction-guided protein-design system (orbion.life) -- which additionally generated the expression and purification protocols (executed scientist-in-the-loop). The platforms construct used an unconventional, longer C-terminal boundary not found in public sequence databases. Since the two constructs differ in more than one feature, we treat them as workflow-level designs throughout. The scientist construct gave a higher initial yield ([~]2.4 xmore protein recovered at affinity capture). The platform-designed construct, however, showed a more favourable downstream developability profile: it concentrated higher (1.4 vs 0.7 mg/mL) while remaining more monodisperse by dynamic light scattering (DLS). The scientist construct, in contrast, aggregated on concentration, so its initial-yield advantage did not survive: in the final concentrated sample the Orbion construct provided the more usable material for downstream studies. Computed for the mammalian host used, the platform had prospectively scored its own design higher (composite 68.7 vs 59.0 for the scientist-designed construct), and its predictions of yield, solubility, and disorder matched the wet-lab outcome. This is a single, deliberately scoped case study, not a population-level benchmark; the two constructs differ in more than one feature, and biological activity was not assayed. Alongside the bottlenecks of this approach discussed here, used as a decision aid, prediction-guided construct and protocol design has the potential to remove costly iteration cycles of protein production campaigns.
Nishikawa, H.; Yamamoto, N.; Kunezaki, H.; Shirogane, Y.; Kanno, K.; Sawasato, K.; Yamada, M.; Nishiyama, K.-i.
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TAT (Twin-Arginine Translocation) is a preprotein translocation system dedicated to membrane translocation of prefolded proteins in plants and bacteria. The TAT translocon, consisting of the TatABC subunits, drives translocation using proton motive force. However, there have been no reports on the successful reconstitution of the TAT system. In this report, we show that MPIase, a glycolipid that has known to catalyze membrane protein integration, is essential for the TAT system. Our findings in recombinant Escherichia coli demonstrate that overproducing TatABC increases MPIase levels and that depleting MPIase results in TAT precursor accumulation in the cytosol. Furthermore, co-reconstitution of MPIase with TatABC revealed the translocation activities of TAT substrates in a proton motive force-dependent manner. This is the first successful reconstitution of the TAT system and will be advantageous for understanding its mechanisms.
Hynönen, M. J.; Venkatesan, R.
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Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis, can use host derived lipids as carbon and energy source for survival. Mammalian cell entry (Mce) associated membrane (Mam) proteins are important for the stability of lipid importing Mce complexes. Mtb has five homologs of Mam proteins referred as orphaned Mam (OmamA-E) proteins. A recent study suggested that OmamC (Rv1363c) is essential for the storage and utilization of lipids under starvation in Mtb. To understand the structure and interactions of OmamC, we generated a truncated soluble variant of OmamC (OmamC129-261). Here, we report on the challenges encountered during the crystallization and structure determination of OmamC129-261 and the strategies applied to overcome them. Despite the AlphaFold2 predicted model proving an initial molecular replacement solution, experimental phasing was necessary to determine the structure of OmamC129-261. Heat treatment of protein prior to crystallization setup removed partially unfolded protein present and played a critical role in enhancing the reproducibility and diffraction quality of OmamC129-261 crystals. Although reported earlier, it is not a widely used method. It is worth to try this method, especially, when faced with poor reproducibility and diffraction of crystals.
Cha, H.; Cho, K.; Gu, J.; Gwak, D.; Ham, S. W.; Hong, M.; Kim, S.; Kim, S.; Kwon, S.; Lee, C.; Lee, D. K.; Lee, D.; Lee, D.; Lim, J.; Noh, J.; Oh, S.; Park, E.; Park, S.; Park, T.; Ryu, E.; Ryu, S.; Sa, D. H.; Seok, C.; Sim, J.; Song, M. Y.; Won, J.; Woo, H.; Yang, J.
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The precise de novo design of antibodies remains a therapeutic challenge. The AI platform, GaluxDesign, was evaluated in a high-efficiency Precision-Scale Workflow by synthesizing and testing only 50 full-length IgG candidates per epitope across eight distinct epitopes from six therapeutic targets. This campaign yielded a 10.5% binder rate (estimated EC50 < 100 nM), identifying target-specific binders for seven of eight epitopes, with multiple candidates exhibiting sub-nanomolar to single-digit nanomolar dissociation constants (Kd). We further assessed the same workflow on nine shared benchmark targets selected for external comparison, where GaluxDesign identified target-specific binders for eight of nine targets, demonstrating strong target-level performance relative to previously reported de novo antibody design approaches. Together, these results establish a high-efficiency, precision-scale workflow for generating novel, high-affinity therapeutic antibodies.
Ai, Y.; He, Y.; Zhao, L.; Li, M.; Wang, Y.; Zhou, J.; Lu, H.; Yu, Y.
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Human N-glycoproteins constitute a market worth hundreds of billions of dollars. However, their production in yeast is often limited by misfolding and subsequent degradation, largely due to differences in N-glycan-dependent protein quality control (QC) systems between humans and yeast. Notably, yeast lacks the UGGT-mediated reglucosylation-refolding cycle that rescues misfolded glycoproteins, and its degradation pathway involves fewer rate-limiting steps. To address this, we engineer the glycoprotein QC system in Kluyveromyces marxianus, a promising host for protein production, by introducing key human components and modifying native pathways. Expression of human UGGT1 or UGGT2 enhances the soluble and secretory production of glycoproteins in an activity-dependent manner. This effect is further improved by co-expression of the UGGT cochaperone SEP15 and by reducing native glucosidase II trimming activity. In addition, introduction of human EDEM2, a rate-limiting enzyme in glycoprotein degradation, delays ER-associated degradation and increases secretion. Integration of these engineering strategies substantially enhances the production of several high-value human-derived glycoprotein therapeutics, including etanercept, dulaglutide, and abatacept, with up to a [~]12-fold increase. These findings demonstrate that engineering a human-like glycoprotein QC network in yeast is an effective strategy to improve glycoprotein folding and secretion.
Liu, S.; Schulz, B. L.
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The yeast secreted proteome plays critical biological roles and influences product and production parameters in industrial fermentation. Systematic profiling of the response of the yeast secretome to intrinsic and extrinsic factors is therefore essential for understanding these functions and for optimizing manufacturing processes. Here, we characterized the yeast secretome under diverse proteosynthetic stress conditions, including glycosylation deficiency, oxidative, reductive, and thermal stresses. The secretome was predominantly composed of conventionally secreted proteins, while a subset of proteins appeared to be secreted via unconventional pathways. Distinct secretome profiles were observed in response to different stressors, driven by a combination of altered intracellular proteomes, altered canonical secretion, and altered cell lysis and unconventional protein secretion, while reflecting the underlying metabolic state of the cells. Heat stress did not impact protein glycosylation but did cause similar protein misfolding stress to N-glycosylation deficiency. Intriguingly, canonically intracellular chaperone BiP was abundant in the secretome in particular stress conditions where its activity would be beneficial. BiP interacted with probable extracellular client proteins in vitro, consistent with it acting as a functional extracellular chaperone/holdase in conditions such as reductive stress in which client proteins could be misfolded outside the cell.
Dudek, A.; Janapatla, R. P.; Chen, C. L.; Chiu, C. H.
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Fucoidans have been widely reported to show SARS-CoV-2 antiviral activity. In this study, we observed a striking difference in the inhibitory potency between two commercially available fucoidans: Fucus vesiculosus crude (Fvc) and pure (Fvp). SEC-MALS analysis revealed two molecular weight populations for Fvc (1098 kDa, 58.58 kDa) and one for Fvp (40.48 kDa). At micromolar concentrations of fucoidans, the binding affinities (KDs) of Fvc_1098 (223 nM) and Fvc_58 (4.27 {micro}M) for the amine-biotinylated SARS-CoV-2 receptor binding domain (RBD) were higher than that of Fvp (76.5 {micro}M). At nanomolar concentrations, binding was observed only to the Avi-tag-, but not amine-biotinylated RBDs, suggesting better accessibility of their binding sites. The association rates (kon) were faster for Fvc than for Fvp. Similarly, affinities of Fvc_1098 (23.4 nM) and Fvc_58 (4.48 M) for ACE2 were greater than that of Fvp (66.8 M), indicating that Fvc can bind directly to both RBD and ACE2. Fvc demonstrated enhanced inhibitory potency (IC50 = 58 g/mL) compared to Fvp (IC50 > 239 g/mL) in the pseudovirus entry assay and did not induce cytotoxicity in HEK293T cells. In conclusion, crude fucoidan with high fucose content and high molecular weight shows promising antiviral activity.