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28 pages, 2242 KB  
Article
Multiple Infections, Recombination, and Hypermutation During a 12-Month Prospective Study of Five HIV-1 Infected Individuals
by Fernando M. Rodrigues, Paula Prieto-Oliveira, Jean P. Zukurov, Wagner T. Alkmim, Michel M. Soane, Michelle Camargo, Sabri S. Sanabani, Esper G. Kallas, Maria Cecília Sucupira, Ricardo Sobhie Diaz, Denis Jacob Machado and Luiz Mario Janini
Microbiol. Res. 2026, 17(2), 30; https://doi.org/10.3390/microbiolres17020030 - 27 Jan 2026
Viewed by 812
Abstract
The considerable HIV-1 genetic diversity has several implications for viral adaptive and evolutionary capabilities. Its genetic diversity is due to its high mutational rates derived from the error-prone viral reverse transcriptase activity, which generates highly heterogeneous viral populations. Moreover, genetic diversity can also [...] Read more.
The considerable HIV-1 genetic diversity has several implications for viral adaptive and evolutionary capabilities. Its genetic diversity is due to its high mutational rates derived from the error-prone viral reverse transcriptase activity, which generates highly heterogeneous viral populations. Moreover, genetic diversity can also increase due to intra- or intersubtype viral genomic recombination following multiple infections. This study examines HIV-1 intersubtype recombinant viruses and their increased genomic diversity over a 12-month period in five individuals from São Paulo state, Brazil. We collected peripheral blood mononuclear cells once every three months from selected participants at five distinct visits. Molecular clones of 1.15 Kbp fragments of the Pol polyprotein, spanning the protease and a portion of the reverse transcriptase (RT) genes, were generated by bulk PCR. Pol sequences were used for evolutionary analysis, including phylogenetics (using TnT), genetic diversity (using Highlighter), and hypermutation frequency (using Hypermut). Recombination detection experiments were conducted with a jumping profile-hidden Markov model (jpHMM), SimPlot++, and RDP5. We observed great genetic diversity and frequent recombination events in all patients. Furthermore, most of the patients presented hypermutations. These findings highlight the dynamic nature of HIV-1 genetic diversity, driven by frequent recombination and hypermutation, which can accelerate viral adaptation and diversification, underscoring the challenges for treatment, prevention, and disease control. Full article
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16 pages, 3033 KB  
Article
Directed Evolution of Xylanase from Dickeya dadantii DCE-01 with Improved Enzymatic Activity
by Ruijun Wang, Ke Shi, Ke Zheng, Qi Yang, Guoguo Xi, Shengwen Duan and Lifeng Cheng
Polymers 2025, 17(19), 2650; https://doi.org/10.3390/polym17192650 - 30 Sep 2025
Cited by 4 | Viewed by 930
Abstract
Xylanase, an essential enzyme for breaking down xylan, faces limitations in its industrial applications due to the relatively low catalytic activity of the wild type. Directed evolution was used to enhance the catalytic efficiency of xylanase that originated from the Dickeya dadantii DCE-01. [...] Read more.
Xylanase, an essential enzyme for breaking down xylan, faces limitations in its industrial applications due to the relatively low catalytic activity of the wild type. Directed evolution was used to enhance the catalytic efficiency of xylanase that originated from the Dickeya dadantii DCE-01. A xylanase variant (Xyn-ep) was obtained with improved catalytic activity by random mutant library employing two rounds of error-prone PCR. The results showed that the Xyn-ep demonstrated enzyme activity 1.6 times higher than that of wild-type xylanase. Sequencing analysis pinpointed key mutation sites at S159P, K212N, and N397S, respectively. Homology modeling was used to analyze the location of the mutation sites and to investigate the mechanism of the improved catalytic performance. The mutant Xyn-ep showed improved catalytic performance by error-prone PCR. Additionally, the increased flexibility of the loop of the mutant may contribute to the enhanced activity. These findings indicate that error-prone PCR is an effective method for enhancing enzyme activity and that the mutant Xyn-ep may be a new GH30 xylanase, being a potential candidate for industrial applications such as bast fiber bio-degumming, cotton bio-refinery, paper making, and so on. Full article
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13 pages, 1571 KB  
Article
CREPE (CREate Primers and Evaluate): A Computational Tool for Large-Scale Primer Design and Specificity Analysis
by Jonathan W. Pitsch, Sara A. Wirth, Nicole T. Costantino, Josh Mejia, Rose M. Doss, Ava V. A. Warren, Jack Ustanik, Xiaoxu Yang and Martin W. Breuss
Genes 2025, 16(9), 1062; https://doi.org/10.3390/genes16091062 - 10 Sep 2025
Viewed by 4200
Abstract
Background/Objectives: Polymerase chain reaction (PCR) is ubiquitous in biological research labs, as it is a fast, flexible, and cost-effective technique to amplify a DNA region of interest. However, manual primer design can be an error-prone and time-consuming process depending on the number and [...] Read more.
Background/Objectives: Polymerase chain reaction (PCR) is ubiquitous in biological research labs, as it is a fast, flexible, and cost-effective technique to amplify a DNA region of interest. However, manual primer design can be an error-prone and time-consuming process depending on the number and composition of target sites. While Primer3 has emerged as an accessible tool to solve some of these issues, additional computational pipelines are required for appropriate scaling. Moreover, this does not replace the manual confirmation of primer specificity (i.e., the assessment of off-targets). Methods: To overcome the challenges of large-scale primer design, we fused the functionality of Primer3 and In-Silico PCR (ISPCR); this integrated pipeline, CREPE (CREate Primers and Evaluate), performs primer design and specificity analysis through a custom evaluation script for any given number of target sites at scale. Results: CREPE’s final output summarizes the lead forward and reverse primer pair for each target site, a measure of the likelihood of binding to off-targets, and additional information to aid decision-making. We provide this through a customized workflow for targeted amplicon sequencing (TAS) on a 150 bp paired-end Illumina platform. Experimental testing showed successful amplification for more than 90% of primers deemed acceptable by CREPE. Conclusions: We here provide CREPE, a software platform that allows for parallelized primer design for PCR applications and that is optimized for targeted amplicon sequencing. Full article
(This article belongs to the Section Bioinformatics)
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16 pages, 5164 KB  
Article
Development of a Duplex dPCR Assay for Detecting Palm Lethal Yellowing Phytoplasmas in Africa and Madagascar and Separation of Regional Species by High-Resolution Melt Curve Analysis (HRMA) Based on the secA Gene
by Melody Bloch, Fabian Pilet, Ericka E. Helmick, Mbolarinosy R. Rakotomalala and Brian W. Bahder
Biology 2025, 14(9), 1175; https://doi.org/10.3390/biology14091175 - 2 Sep 2025
Viewed by 1039
Abstract
Palm lethal yellowing phytoplasmas (PLYPs) are a group of phytoplasmas that cause death in infected hosts across the tropics. Historically, detection and identification has relied on standard PCR, nested PCR, and restriction fragment length polymorphism. While these approaches are generally good, they are [...] Read more.
Palm lethal yellowing phytoplasmas (PLYPs) are a group of phytoplasmas that cause death in infected hosts across the tropics. Historically, detection and identification has relied on standard PCR, nested PCR, and restriction fragment length polymorphism. While these approaches are generally good, they are prone to error and contamination that is significantly lower or absent in modern approaches using quantitative PCR (qPCR) and digital PCR (dPCR). Additionally, these modern approaches are more time-efficient and consume fewer resources, making them more cost-effective in the long term. Recent studies have adapted dPCR and qPCR coupled with high-resolution melt curve analysis (HRMA) for PLYPs in the Caribbean/New World; however, these tools have not been developed for phytoplasmas in Africa and Madagascar. In this study, a duplex dPCR assay was developed with two specific assays, one for ‘Candidatus Phytoplasma palmicola’ and one for ‘Ca. P. cocostanzaniae’ and isolates from Madagascar. Additionally, primers targeting the secA gene were optimized and allowed for the separation of ‘Ca. P. cocostanzaniae’ and Malagasy isolates by approximately one degree Celsius. New primers were developed based on secA for ‘Ca. P. palmicola’ that allowed for the separation of the two subgroups (A and B) by HRMA by a difference of approximately one degree Celsius. These assays provide a valuable resource to explore aspects such as vector discovery and host range. Full article
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13 pages, 2331 KB  
Communication
The Power of Old Hats: Rediscovering Inosine-EpPCR to Create Starting Libraries for Whole-Cell-SELEX
by Grigory Bolotnikov, Ann-Kathrin Kissmann, Daniel Gruber, Andreas Bellmann, Roger Hasler, Christoph Kleber, Wolfgang Knoll and Frank Rosenau
Biosensors 2025, 15(7), 448; https://doi.org/10.3390/bios15070448 - 12 Jul 2025
Viewed by 1521
Abstract
Shaking off the forgetfulness towards the methodological power of inosine-mediated error-prone PCR (epPCR), this study reintroduces an often-underappreciated method as a considerably powerful approach for generating aptamer libraries from a single decameric ATCG-repeat-oligonucleotide. The aim was to demonstrate that this simple way of [...] Read more.
Shaking off the forgetfulness towards the methodological power of inosine-mediated error-prone PCR (epPCR), this study reintroduces an often-underappreciated method as a considerably powerful approach for generating aptamer libraries from a single decameric ATCG-repeat-oligonucleotide. The aim was to demonstrate that this simple way of creating sequence diversity was suitable for delivering functional starting libraries for a set of ten whole-cell-SELEX (Systematic Evolution of Ligands by Exponential Enrichment) processes. This epPCR method uses inosine to introduce targeted mutations, avoiding the need for commercial oligo pools or large-scale synthesis. We applied this method to a “universal aptamer” and subjected the three resulting libraries to two rounds of selection against ten diverse targets including probiotic and pathogenic bacteria (Gram-negative and -positive) as well as human cell lines. The enriched aptamers exhibited new binding specificities, demonstrating that the approach supports functional selection. Much like dusting off an old tool and finding it perfectly suited for a modern task, this work shows that revisiting established techniques can address current challenges in aptamer development. Our main finding is that epPCR provides a robust, cost-effective strategy for generating starting libraries and lowers the barrier for initiating successful SELEX campaigns. Full article
(This article belongs to the Section Biosensor and Bioelectronic Devices)
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14 pages, 5738 KB  
Article
Enhancement in the Catalytic Properties of CotA Laccase from Bacillus pumilus via High-Throughput Screening Using Malachite Green as a Pressure
by Xiufang Li, Jieru Tian, Xidong Ren, Junming Wang and Xinli Liu
Microorganisms 2025, 13(2), 377; https://doi.org/10.3390/microorganisms13020377 - 9 Feb 2025
Cited by 18 | Viewed by 2508
Abstract
Bacterial laccase exhibits substantial application potential in various fields. In this study, we constructed a mutation library of CotA laccase from Bacillus pumilus using error-prone PCR, and we performed four rounds of enrichment screening under malachite green (MG) pressure. The results demonstrated that [...] Read more.
Bacterial laccase exhibits substantial application potential in various fields. In this study, we constructed a mutation library of CotA laccase from Bacillus pumilus using error-prone PCR, and we performed four rounds of enrichment screening under malachite green (MG) pressure. The results demonstrated that the proportions of the four selected mutant strains were significantly increased. The enzyme activities of the four final mutants PW2, PW5, PW4G, and PW6 were 94.34, 75.74, 100.66, and 87.04 U/mg, respectively, representing a significant increase of approximately 2- to 3-fold compared to the wild-type CotA laccase. Notably, PW4 exhibited significantly improved thermal stability at 90 °C and pH tolerance at pH 12.0. Homology modeling analysis revealed that alterations in the amino acid sequence rendered the spatial structure of the enzyme’s catalytic site more favorable for substrate binding. For instance, the substitution of T262A in PW2 and V426I in PW4 shortened the side chains of the amino acids, thereby enlarging the substrate-binding cavity. The G382D mutation in PW2 and PW5 may induce altered protein conformation via spatial steric hindrance or electrostatic interactions, consequently impacting enzyme activity and stability. These findings provide valuable insights for enhancing the industrial application of bacterial laccase. Full article
(This article belongs to the Special Issue Resources and Application of Industrial Microorganisms)
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18 pages, 2970 KB  
Article
Redirecting a Broad-Spectrum Nanobody Against the Receptor-Binding Domain of SARS-CoV-2 to Target Omicron Variants
by Kwanpet Intasurat, Nonth Submunkongtawee, Phoomintara Longsompurana, Apisitt Thaiprayoon, Warisara Kasemsukwimol, Suwitchaya Sirimanakul, Siriphan Boonsilp, Supaphron Seetaha, Kiattawee Choowongkomon and Dujduan Waraho-Zhmayev
Appl. Sci. 2024, 14(22), 10548; https://doi.org/10.3390/app142210548 - 15 Nov 2024
Cited by 4 | Viewed by 2640
Abstract
The urgent need for an effective COVID-19 therapy has propelled the exploration of innovative strategies to combat the fast-mutating SARS-CoV-2 virus. This study attempted to develop nanobodies (Nbs) against the SARS-CoV-2 Omicron variants by redirecting the 1.29 neutralizing Nb, a receptor-binding domain (RBD)-specific [...] Read more.
The urgent need for an effective COVID-19 therapy has propelled the exploration of innovative strategies to combat the fast-mutating SARS-CoV-2 virus. This study attempted to develop nanobodies (Nbs) against the SARS-CoV-2 Omicron variants by redirecting the 1.29 neutralizing Nb, a receptor-binding domain (RBD)-specific Nb that can protect against various SARS-CoV-2 variants other than Omicron, to target SARS-CoV-2 Omicron subvariant BA.5, the variant used for the development of the bivalent vaccine. Error-prone libraries of the 1.29 Nb were constructed. Following two rounds of selection using the functional ligand-binding identification by Tat-based recognition of associating proteins (FLI-TRAP) technique, we rapidly identified two Nbs, namely, C11 and K9, that could target the RBD of the Omicron subvariant BA.5, XBB.1.5, and XBB.1.16 subvariants. Molecular docking provided insights into how these Nbs interact with the RBD of the BA.5 and JN.1 variants. The application of directed evolution via utilization of error-prone PCR and the synthetic E. coli applied in the FLI-TRAP selection method may be a powerful tool for facilitating simple, fast and economical selection to redirect existing antibodies and to generate antibody fragments to target proteins susceptible to autonomous mutation, not only for viral infection but also other diseases, such as cancer. Full article
(This article belongs to the Section Applied Biosciences and Bioengineering)
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14 pages, 4862 KB  
Article
Improving Hydrolytic Activity and Enantioselectivity of Epoxide Hydrolase from Phanerochaete chrysosporium by Directed Evolution
by Huanhuan Shao, Pan Xu, Xiang Tao, Xinyi He, Chunyan Pu, Shaorong Liang, Yingxin Shi, Xiaoyan Wang, Hong Feng and Bin Yong
Molecules 2024, 29(20), 4864; https://doi.org/10.3390/molecules29204864 - 14 Oct 2024
Cited by 1 | Viewed by 2086
Abstract
Epoxide hydrolases (EHs) catalyze the conversion of epoxides into vicinal diols. The epoxide hydrolase gene from P. chrysosporium was previously cloned and subjected to site-directed mutation to study its enzyme activity, but the results were unsatisfactory. This study used error prone PCR and [...] Read more.
Epoxide hydrolases (EHs) catalyze the conversion of epoxides into vicinal diols. The epoxide hydrolase gene from P. chrysosporium was previously cloned and subjected to site-directed mutation to study its enzyme activity, but the results were unsatisfactory. This study used error prone PCR and DNA shuffling to construct a PchEHA mutation library. We performed mutation-site combinations on PchEHA based on enzyme activity measurement results combined with directed evolution technology. More than 15,000 mutants were randomly selected for the preliminary screening of PchEHA enzyme activity alongside 38 mutant strains with increased enzyme activity or enantioselectivity. Protein expression and purification were conducted to determine the hydrolytic activity of PchEHA, and three mutants increased their activity by more than 95% compared with that of the wt. After multiple rounds of screening and site-specific mutagenesis, we found that F3 offers the best enzyme activity and enantioselectivity; furthermore, the molecular docking results confirmed this result. Overall, this study uncovered novel mutants with potential value as industrial biocatalysts. Full article
(This article belongs to the Section Chemical Biology)
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20 pages, 2115 KB  
Article
Evaluation of Commercial RNA Extraction Protocols for Avian Influenza Virus Using Nanopore Metagenomic Sequencing
by Maria Chaves, Amro Hashish, Onyekachukwu Osemeke, Yuko Sato, David L. Suarez and Mohamed El-Gazzar
Viruses 2024, 16(9), 1429; https://doi.org/10.3390/v16091429 - 7 Sep 2024
Cited by 5 | Viewed by 5037
Abstract
Avian influenza virus (AIV) is a significant threat to the poultry industry, necessitating rapid and accurate diagnosis. The current AIV diagnostic process relies on virus identification via real-time reverse transcription–polymerase chain reaction (rRT-PCR). Subsequently, the virus is further characterized using genome sequencing. This [...] Read more.
Avian influenza virus (AIV) is a significant threat to the poultry industry, necessitating rapid and accurate diagnosis. The current AIV diagnostic process relies on virus identification via real-time reverse transcription–polymerase chain reaction (rRT-PCR). Subsequently, the virus is further characterized using genome sequencing. This two-step diagnostic process takes days to weeks, but it can be expedited by using novel sequencing technologies. We aim to optimize and validate nucleic acid extraction as the first step to establishing Oxford Nanopore Technologies (ONT) as a rapid diagnostic tool for identifying and characterizing AIV from clinical samples. This study compared four commercially available RNA extraction protocols using AIV-known-positive clinical samples. The extracted RNA was evaluated using total RNA concentration, viral copies as measured by rRT-PCR, and purity as measured by a 260/280 absorbance ratio. After NGS testing, the number of total and influenza-specific reads and quality scores of the generated sequences were assessed. The results showed that no protocol outperformed the others on all parameters measured; however, the magnetic particle-based method was the most consistent regarding CT value, purity, total yield, and AIV reads, and it was less error-prone. This study highlights how different RNA extraction protocols influence ONT sequencing performance. Full article
(This article belongs to the Special Issue Recent Advances of Avian Viruses Research)
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15 pages, 1913 KB  
Article
Identification of Critical Amino Acid Residues of a Two-Component Sensor Protein for Signal Sensing in Porphyromonas gingivalis Fimbriation via Random Mutant Library Construction
by Haruka Iida, Kiyoshi Nishikawa, Takuma Sato, Misuzu Kawaguchi, Ken Miyazawa and Yoshiaki Hasegawa
Pathogens 2024, 13(4), 309; https://doi.org/10.3390/pathogens13040309 - 10 Apr 2024
Cited by 1 | Viewed by 2522
Abstract
Porphyromonas gingivalis (Pg) utilizes FimA fimbriae to colonize the gingival sulcus and evade the host immune system. The biogenesis of all FimA-related components is positively regulated by the FimS–FimR two-component system, making the FimS sensory protein an attractive target for preventing [...] Read more.
Porphyromonas gingivalis (Pg) utilizes FimA fimbriae to colonize the gingival sulcus and evade the host immune system. The biogenesis of all FimA-related components is positively regulated by the FimS–FimR two-component system, making the FimS sensory protein an attractive target for preventing Pg infection. However, the specific environmental signal received by FimS remains unknown. We constructed random Pg mutant libraries to identify critical amino acid residues for signal sensing by FimS. Optimized error-prone polymerase chain reaction (PCR) was used to introduce a limited number of random mutations in the periplasmic-domain-coding sequence of fimS, and expression vectors carrying various mutants were generated by inverse PCR. More than 500 transformants were obtained from the fimS-knockout Pg strain using the Escherichia coliPg conjugal transfer system, whereas only ~100 transformants were obtained using electroporation. Four and six transformant strains showed increased and decreased fimA expression, respectively. Six strains had single amino acid substitutions in the periplasmic domain, indicating critical residues for signal sensing by FimS. This newly developed strategy should be generally applicable and contribute to molecular genetics studies of Pg, including the elucidation of structure–function relationships of proteins of interest. Full article
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14 pages, 1842 KB  
Article
Simplifying Genotyping of Mutants from Genome Editing with a Parallel qPCR-Based iGenotype Index
by Liezhen Fu, Shouhong Wang, Lusha Liu, Yuki Shibata, Morihiro Okada, Nga Luu and Yun-Bo Shi
Cells 2024, 13(3), 247; https://doi.org/10.3390/cells13030247 - 29 Jan 2024
Cited by 2 | Viewed by 4279
Abstract
Targeted genome editing is a powerful tool in reverse genetic studies of gene function in many aspects of biological and pathological processes. The CRISPR/Cas system or engineered endonucleases such as ZFNs and TALENs are the most widely used genome editing tools that are [...] Read more.
Targeted genome editing is a powerful tool in reverse genetic studies of gene function in many aspects of biological and pathological processes. The CRISPR/Cas system or engineered endonucleases such as ZFNs and TALENs are the most widely used genome editing tools that are introduced into cells or fertilized eggs to generate double-strand DNA breaks within the targeted region, triggering cellular DNA repair through either homologous recombination or non-homologous end joining (NHEJ). DNA repair through the NHEJ mechanism is usually error-prone, leading to point mutations or indels (insertions and deletions) within the targeted region. Some of the mutations in embryos are germline transmissible, thus providing an effective way to generate model organisms with targeted gene mutations. However, point mutations and short indels are difficult to be effectively genotyped, often requiring time-consuming and costly DNA sequencing to obtain reliable results. Here, we developed a parallel qPCR assay in combination with an iGenotype index to allow simple and reliable genotyping. The genotype-associated iGenotype indexes converged to three simple genotype-specific constant values (1, 0, −1) regardless of allele-specific primers used in the parallel qPCR assays or gene mutations at wide ranges of PCR template concentrations, thus resulting in clear genotype-specific cutoffs, established through statistical analysis, for genotype identification. While we established such a genotyping assay in the Xenopus tropicalis model, the approach should be applicable to genotyping of any organism or cells and can be potentially used for large-scale, automated genotyping. Full article
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14 pages, 3461 KB  
Article
Amino Acid Residues of the Metal Transporter OsNRAMP5 Responsible for Cadmium Absorption in Rice
by Zhengtong Qu and Hiromi Nakanishi
Plants 2023, 12(24), 4182; https://doi.org/10.3390/plants12244182 - 16 Dec 2023
Cited by 12 | Viewed by 3176
Abstract
The transport of metals such as iron (Fe), manganese (Mn), and cadmium (Cd) in rice is highly related. Although Fe and Mn are essential elements for plant growth, Cd is a toxic element for both plants and humans. OsNRAMP5—a member of the same [...] Read more.
The transport of metals such as iron (Fe), manganese (Mn), and cadmium (Cd) in rice is highly related. Although Fe and Mn are essential elements for plant growth, Cd is a toxic element for both plants and humans. OsNRAMP5—a member of the same family as the Fe, Mn, and Cd transporter OsNRAMP1—is responsible for the transport of Mn and Cd from soil in rice. Knockout of OsNRAMP5 markedly reduces both Cd and Mn absorption, and this OsNRAMP5 knockout is indispensable for the development of low-Cd rice. However, in low-Mn environments, such plants would exhibit Mn deficiency and suppressed growth. We generated random mutations in OsNRAMP5 via error-prone PCR, and used yeast to screen for the retention of Mn absorption and the inhibition of Cd absorption. The results showed that alanine 512th is the most important amino acid residue for Cd absorption and that its substitution resulted in the absorption of Mn but not Cd. Full article
(This article belongs to the Special Issue Biochemical Interactions of Iron Nutrition in Plants)
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16 pages, 2730 KB  
Article
Enhancing the Hydrolysis and Acyl Transfer Activity of Carboxylesterase DLFae4 by a Combinational Mutagenesis and In-Silico Method
by Longxiang Li, Liping Ding, Yuting Shao, Shengwei Sun, Mengxi Wang, Jiahui Xiang, Jingjie Zhou, Guojun Wu, Zhe Song and Zhihong Xin
Foods 2023, 12(6), 1169; https://doi.org/10.3390/foods12061169 - 10 Mar 2023
Cited by 9 | Viewed by 3251
Abstract
In the present study, a feruloyl esterase DLFae4 identified in our previous research was modified by error-prone PCR and site-directed saturation mutation to enhance the catalytic efficiency and acyltransferase activity further. Five mutants with 6.9–118.9% enhanced catalytic activity toward methyl ferulate (MFA) were [...] Read more.
In the present study, a feruloyl esterase DLFae4 identified in our previous research was modified by error-prone PCR and site-directed saturation mutation to enhance the catalytic efficiency and acyltransferase activity further. Five mutants with 6.9–118.9% enhanced catalytic activity toward methyl ferulate (MFA) were characterized under the optimum conditions. Double variant DLFae4-m5 exhibited the highest hydrolytic activity (270.97 U/mg), the Km value decreased by 83.91%, and the Kcat/Km value increased by 6.08-fold toward MFA. Molecular docking indicated that a complex hydrogen bond network in DLFae4-m5 was formed, with four of five bond lengths being shortened compared with DLFae4, which might account for the increase in catalytic activity. Acyl transfer activity assay revealed that the activity of DLFae4 was as high as 1550.796 U/mg and enhanced by 375.49% (5823.172 U/mg) toward 4-nitrophenyl acetate when residue Ala-341 was mutated to glycine (A341G), and the corresponding acyl transfer efficiency was increased by 7.7 times, representing the highest acyltransferase activity to date, and demonstrating that the WGG motif was pivotal for the acyltransferase activity in family VIII carboxylesterases. Further experiments indicated that DLFae4 and variant DLFae4 (A341G) could acylate cyanidin-3-O-glucoside effectively in aqueous solution. Taken together, our study suggested the effectiveness of error-prone PCR and site-directed saturation mutation to increase the specific activity of enzymes and may facilitate the practical application of this critical feruloyl esterase. Full article
(This article belongs to the Section Food Physics and (Bio)Chemistry)
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16 pages, 2733 KB  
Article
Engineering Ag43 Signal Peptides with Bacterial Display and Selection
by Darius Wen-Shuo Koh, Jian-Hua Tay and Samuel Ken-En Gan
Methods Protoc. 2023, 6(1), 1; https://doi.org/10.3390/mps6010001 - 23 Dec 2022
Cited by 7 | Viewed by 4933
Abstract
Protein display, secretion, and export in prokaryotes are essential for utilizing microbial systems as engineered living materials, medicines, biocatalysts, and protein factories. To select for improved signal peptides for Escherichia coli protein display, we utilized error-prone polymerase chain reaction (epPCR) coupled with single-cell [...] Read more.
Protein display, secretion, and export in prokaryotes are essential for utilizing microbial systems as engineered living materials, medicines, biocatalysts, and protein factories. To select for improved signal peptides for Escherichia coli protein display, we utilized error-prone polymerase chain reaction (epPCR) coupled with single-cell sorting and microplate titer to generate, select, and detect improved Ag43 signal peptides. Through just three rounds of mutagenesis and selection using green fluorescence from the 56 kDa sfGFP-beta-lactamase, we isolated clones that modestly increased surface display from 1.4- to 3-fold as detected by the microplate plate-reader and native SDS-PAGE assays. To establish that the functional protein was displayed extracellularly, we trypsinized the bacterial cells to release the surface displayed proteins for analysis. This workflow demonstrated a fast and high-throughput method leveraging epPCR and single-cell sorting to augment bacterial surface display rapidly that could be applied to other bacterial proteins. Full article
(This article belongs to the Special Issue Methods and Protocols 2022)
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17 pages, 3310 KB  
Article
Plasma Sequencing for Patients with GIST—Limitations and Opportunities in an Academic Setting
by Johanna Falkenhorst, Susanne Grunewald, Dawid Krzeciesa, Thomas Herold, Julia Ketzer, Miriam Christoff, Rainer Hamacher, Karina Kostbade, Jürgen Treckmann, Johannes Köster, Farhad Farzaliyev, Benjamin Samulon Fletcher, Nils Dieckmann, Moritz Kaths, Thomas Mühlenberg, Hans-Ulrich Schildhaus and Sebastian Bauer
Cancers 2022, 14(22), 5496; https://doi.org/10.3390/cancers14225496 - 9 Nov 2022
Cited by 5 | Viewed by 2876
Abstract
Circulating tumor DNA (ctDNA) from circulating free DNA (cfDNA) in GIST is of interest for the detection of heterogeneous resistance mutations and treatment monitoring. However, methodologies for use in a local setting are not standardized and are error-prone and difficult to interpret. We [...] Read more.
Circulating tumor DNA (ctDNA) from circulating free DNA (cfDNA) in GIST is of interest for the detection of heterogeneous resistance mutations and treatment monitoring. However, methodologies for use in a local setting are not standardized and are error-prone and difficult to interpret. We established a workflow to evaluate routine tumor tissue NGS (Illumina-based next generation sequencing) panels and pipelines for ctDNA sequencing in an academic setting. Regular blood collection (Sarstedt) EDTA tubes were sufficient for direct processing whereas specialized tubes (STRECK) were better for transportation. Mutation detection rate was higher in automatically extracted (AE) than manually extracted (ME) samples. Sensitivity and specificity for specific mutation detection was higher using digital droplet (dd)PCR compared to NGS. In a retrospective analysis of NGS and clinical data (133 samples from 38 patients), cfDNA concentration correlated with tumor load and mutation detection. A clinical routine pipeline and a novel research pipeline yielded different results, but known and resistance-mediating mutations were detected by both and correlated with the resistance spectrum of TKIs used. In conclusion, NGS routine panel analysis was not sensitive and specific enough to replace solid biopsies in GIST. However, more precise methods (hybridization capture NGS, ddPCR) may comprise important research tools to investigate resistance. Future clinical trials need to compare methodology and protocols. Full article
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