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1.
World J Microbiol Biotechnol ; 40(7): 230, 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38829459

ABSTRACT

ß-Carotene is an attractive compound and that its biotechnological production can be achieved by using engineered Saccharomyces cerevisiae. In a previous study, we developed a technique for the efficient establishment of diverse mutants through the introduction of point and structural mutations into the yeast genome. In this study, we aimed to improve ß-carotene production by applying this mutagenesis technique to S. cerevisiae strain that had been genetically engineered for ß-carotene production. Point and structural mutations were introduced into ß-carotene-producing engineered yeast. The resulting mutants showed higher ß-carotene production capacity than the parental strain. The top-performing mutant, HP100_74, produced 37.6 mg/L of ß-carotene, a value 1.9 times higher than that of the parental strain (20.1 mg/L). Gene expression analysis confirmed an increased expression of multiple genes in the glycolysis, mevalonate, and ß-carotene synthesis pathways. In contrast, expression of ERG9, which functions in the ergosterol pathway competing with ß-carotene production, was decreased in the mutant strain. The introduction of point and structural mutations represents a simple yet effective method for achieving mutagenesis in yeasts. This technique is expected to be widely applied in the future to produce chemicals via metabolic engineering of S. cerevisiae.


Subject(s)
Metabolic Engineering , Saccharomyces cerevisiae Proteins , Saccharomyces cerevisiae , beta Carotene , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , beta Carotene/biosynthesis , beta Carotene/metabolism , Metabolic Engineering/methods , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Mutation , Gene Expression Regulation, Fungal , Carotenoids/metabolism , Mutagenesis , Point Mutation , Mevalonic Acid/metabolism , Biosynthetic Pathways/genetics , Farnesyl-Diphosphate Farnesyltransferase
2.
Sci Adv ; 10(23): eadm7452, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38848363

ABSTRACT

Understanding CRISPR-Cas9's capacity to produce native overexpression (OX) alleles would accelerate agronomic gains achievable by gene editing. To generate OX alleles with increased RNA and protein abundance, we leveraged multiplexed CRISPR-Cas9 mutagenesis of noncoding sequences upstream of the rice PSBS1 gene. We isolated 120 gene-edited alleles with varying non-photochemical quenching (NPQ) capacity in vivo-from knockout to overexpression-using a high-throughput screening pipeline. Overexpression increased OsPsbS1 protein abundance two- to threefold, matching fold changes obtained by transgenesis. Increased PsbS protein abundance enhanced NPQ capacity and water-use efficiency. Across our resolved genetic variation, we identify the role of 5'UTR indels and inversions in driving knockout/knockdown and overexpression phenotypes, respectively. Complex structural variants, such as the 252-kb duplication/inversion generated here, evidence the potential of CRISPR-Cas9 to facilitate significant genomic changes with negligible off-target transcriptomic perturbations. Our results may inform future gene-editing strategies for hypermorphic alleles and have advanced the pursuit of gene-edited, non-transgenic rice plants with accelerated relaxation of photoprotection.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Mutagenesis , Oryza , Oryza/genetics , Gene Editing/methods , Alleles , Plant Proteins/genetics , Plant Proteins/metabolism , Plants, Genetically Modified , Transgenes , Gene Expression Regulation, Plant
3.
Nat Commun ; 15(1): 4897, 2024 Jun 08.
Article in English | MEDLINE | ID: mdl-38851742

ABSTRACT

DNA base editors enable direct editing of adenine (A), cytosine (C), or guanine (G), but there is no base editor for direct thymine (T) editing currently. Here we develop two deaminase-free glycosylase-based base editors for direct T editing (gTBE) and C editing (gCBE) by fusing Cas9 nickase (nCas9) with engineered human uracil DNA glycosylase (UNG) variants. By several rounds of structure-informed rational mutagenesis on UNG in cultured human cells, we obtain gTBE and gCBE with high activity of T-to-S (i.e., T-to-C or T-to-G) and C-to-G conversions, respectively. Furthermore, we conduct parallel comparison of gTBE/gCBE with those recently developed using other protein engineering strategies, and find gTBE/gCBE show the outperformance. Thus, we provide several base editors, gTBEs and gCBEs, with corresponding engineered UNG variants, broadening the targeting scope of base editors.


Subject(s)
CRISPR-Associated Protein 9 , Gene Editing , Protein Engineering , Uracil-DNA Glycosidase , Humans , Gene Editing/methods , Uracil-DNA Glycosidase/metabolism , Uracil-DNA Glycosidase/genetics , Protein Engineering/methods , CRISPR-Associated Protein 9/metabolism , CRISPR-Associated Protein 9/genetics , Cytosine/metabolism , Thymine/metabolism , CRISPR-Cas Systems , HEK293 Cells , Mutagenesis , Guanine/metabolism , DNA/metabolism , DNA/genetics
4.
Plant Mol Biol ; 114(3): 69, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38842584

ABSTRACT

Petunias are renowned ornamental species widely cultivated as pot plants for their aesthetic appeal both indoors and outdoors. The preference for pot plants depends on their compact growth habit and abundant flowering. While genome editing has gained significant popularity in many crop plants in addressing growth and development and abiotic and biotic stress factors, relatively less emphasis has been placed on its application in ornamental plant species. Genome editing in ornamental plants opens up possibilities for enhancing their aesthetic qualities, offering innovative opportunities for manipulating plant architecture and visual appeal through precise genetic modifications. In this study, we aimed to optimize the procedure for an efficient genome editing system in petunia plants using the highly efficient multiplexed CRISPR/Cas9 system. Specifically, we targeted a total of six genes in Petunia which are associated with plant architecture traits, two paralogous of FLOWERING LOCUS T (PhFT) and four TERMINAL FLOWER-LIKE1 (PhTFL1) paralogous genes separately in two constructs. We successfully induced homogeneous and heterogeneous indels in the targeted genes through precise genome editing, resulting in significant phenotypic alterations in petunia. Notably, the plants harboring edited PhTFL1 and PhFT exhibited a conspicuously early flowering time in comparison to the wild-type counterparts. Furthermore, mutants with alterations in the PhTFL1 demonstrated shorter internodes than wild-type, likely by downregulating the gibberellic acid pathway genes PhGAI, creating a more compact and aesthetically appealing phenotype. This study represents the first successful endeavor to produce compact petunia plants with increased flower abundance through genome editing. Our approach holds immense promise to improve economically important potting plants like petunia and serve as a potential foundation for further improvements in similar ornamental plant species.


Subject(s)
CRISPR-Cas Systems , Flowers , Gene Editing , Petunia , Plant Proteins , Plants, Genetically Modified , Petunia/genetics , Petunia/growth & development , Flowers/genetics , Flowers/growth & development , Gene Editing/methods , Plant Proteins/genetics , Plant Proteins/metabolism , Mutagenesis , Gene Expression Regulation, Plant , Phenotype
5.
Acta Biochim Pol ; 71: 12299, 2024.
Article in English | MEDLINE | ID: mdl-38721302

ABSTRACT

This report describes a comprehensive approach to local random mutagenesis of the E. coli Ntn-amidohydrolase EcAIII, and supplements the results published earlier for the randomization series RDM1. Here, random mutagenesis was applied in the center of the EcAIII molecule, i.e., in the region important for substrate binding and its immediate neighborhood (series RDM2, RDM3, RDM7), in the vicinity of the catalytic threonine triplet (series RDM4, RDM5, RDM6), in the linker region (series RDM8), and in the sodium-binding (stabilization) loop (series RDM9). The results revealed that the majority of the new EcAIII variants have abolished or significantly reduced rate of autoprocessing, even if the mutation was not in a highly conserved sequence and structure regions. AlphaFold-predicted structures of the mutants suggest the role of selected residues in the positioning of the linker and stabilization of the scissile bond in precisely correct orientation, enabling the nucleophilic attack during the maturation process. The presented data highlight the details of EcAIII geometry that are important for the autoproteolytic maturation and for the catalytic mechanism in general, and can be treated as a guide for protein engineering experiments with other Ntn-hydrolases.


Subject(s)
Amidohydrolases , Escherichia coli , Mutagenesis , Amidohydrolases/genetics , Amidohydrolases/metabolism , Amidohydrolases/chemistry , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Escherichia coli Proteins/chemistry , Models, Molecular , Amino Acid Sequence , Mutation
6.
Microb Ecol ; 87(1): 63, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38691135

ABSTRACT

Bacterial azoreductases are enzymes that catalyze the reduction of ingested or industrial azo dyes. Although azoreductase genes have been well identified and characterized, the regulation of their expression has not been systematically investigated. To determine how different factors affect the expression of azoR, we extracted and analyzed transcriptional data from the Gene Expression Omnibus (GEO) resource, then confirmed computational predictions by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Results showed that azoR expression was lower with higher glucose concentration, agitation speed, and incubation temperature, but higher at higher culture densities. Co-expression and clustering analysis indicated ten genes with similar expression patterns to azoR: melA, tpx, yhbW, yciK, fdnG, fpr, nfsA, nfsB, rutF, and chrR (yieF). In parallel, constructing a random transposon library in E. coli K-12 and screening 4320 of its colonies for altered methyl red (MR)-decolorizing activity identified another set of seven genes potentially involved in azoR regulation. Among these genes, arsC, relA, plsY, and trmM were confirmed as potential azoR regulators based on the phenotypic decolorization activity of their transposon mutants, and the expression of arsC and relA was confirmed, by qRT-PCR, to significantly increase in E. coli K-12 in response to different MR concentrations. Finally, the significant decrease in azoR transcription upon transposon insertion in arsC and relA (as compared to its expression in wild-type E. coli) suggests their probable involvement in azoR regulation. In conclusion, combining in silico analysis and random transposon mutagenesis suggested a set of potential regulators of azoR in E. coli.


Subject(s)
DNA Transposable Elements , Escherichia coli Proteins , Escherichia coli , Gene Expression Regulation, Bacterial , Nitroreductases , DNA Transposable Elements/genetics , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Escherichia coli/genetics , Escherichia coli/metabolism , Nitroreductases/genetics , Nitroreductases/metabolism , NADH, NADPH Oxidoreductases/genetics , NADH, NADPH Oxidoreductases/metabolism , Mutagenesis , Genome, Bacterial , Computational Biology , Mutagenesis, Insertional
7.
Nat Commun ; 15(1): 4551, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38811562

ABSTRACT

Although the effects of genetic and environmental perturbations on multicellular organisms are rarely restricted to single phenotypic layers, our current understanding of how developmental programs react to these challenges remains limited. Here, we have examined the phenotypic consequences of disturbing the bicoid regulatory network in early Drosophila embryos. We generated flies with two extra copies of bicoid, which causes a posterior shift of the network's regulatory outputs and a decrease in fitness. We subjected these flies to EMS mutagenesis, followed by experimental evolution. After only 8-15 generations, experimental populations have normalized patterns of gene expression and increased survival. Using a phenomics approach, we find that populations were normalized through rapid increases in embryo size driven by maternal changes in metabolism and ovariole development. We extend our results to additional populations of flies, demonstrating predictability. Together, our results necessitate a broader view of regulatory network evolution at the systems level.


Subject(s)
Drosophila Proteins , Drosophila melanogaster , Gene Dosage , Gene Expression Regulation, Developmental , Gene Regulatory Networks , Animals , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Female , Drosophila melanogaster/genetics , Drosophila melanogaster/growth & development , Drosophila melanogaster/embryology , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Phenotype , Male , Embryo, Nonmammalian/metabolism , Drosophila/genetics , Drosophila/embryology , Drosophila/metabolism , Mutagenesis , Trans-Activators
9.
Microbiome ; 12(1): 93, 2024 May 23.
Article in English | MEDLINE | ID: mdl-38778376

ABSTRACT

BACKGROUND: The gut microbiota and their hosts profoundly affect each other's physiology and evolution. Identifying host-selected traits is crucial to understanding the processes that govern the evolving interactions between animals and symbiotic microbes. Current experimental approaches mainly focus on the model bacteria, like hypermutating Escherichia coli or the evolutionary changes of wild stains by host transmissions. A method called atmospheric and room temperature plasma (ARTP) may overcome the bottleneck of low spontaneous mutation rates while maintaining mild conditions for the gut bacteria. RESULTS: We established an experimental symbiotic system with gnotobiotic bee models to unravel the molecular mechanisms promoting host colonization. By in vivo serial passage, we tracked the genetic changes of ARTP-treated Snodgrassella strains from Bombus terrestris in the non-native honeybee host. We observed that passaged isolates showing genetic changes in the mutual gliding locus have a competitive advantage in the non-native host. Specifically, alleles in the orphan mglB, the GTPase activating protein, promoted colonization potentially by altering the type IV pili-dependent motility of the cells. Finally, competition assays confirmed that the mutations out-competed the ancestral strain in the non-native honeybee gut but not in the native host. CONCLUSIONS: Using the ARTP mutagenesis to generate a mutation library of gut symbionts, we explored the potential genetic mechanisms for improved gut colonization in non-native hosts. Our findings demonstrate the implication of the cell mutual-gliding motility in host association and provide an experimental system for future study on host-microbe interactions. Video Abstract.


Subject(s)
Gastrointestinal Microbiome , Mutagenesis , Symbiosis , Animals , Bees/microbiology , Gastrointestinal Microbiome/genetics , Mutation
10.
Int J Med Mushrooms ; 26(5): 25-41, 2024.
Article in English | MEDLINE | ID: mdl-38780421

ABSTRACT

Ganoderic acids (GAs) are the main active ingredient of Ganoderma lucidum, which has been widely accepted as a medicinal mushroom. Due to the low yield of GAs produced by liquid cultured Ganoderma mycelium and solid cultured fruiting bodies, the commercial production and clinical application of GAs are limited. Therefore, it is important to increase the yield of GA in G. lucidum. A comprehensive literature search was performed with no set data range using the following keywords such as "triterpene," "ganoderic acids," "Ganoderma lucidum," and "Lingzhi" within the main databases including Web of Science, PubMed, and China National Knowledge Infrastructure (CNKI). The data were screened using titles and abstracts and those relevant to the topic were included in the paper and was not limited to studies published in English. Present review focuses on the four aspects: fermentation conditions and substrate, extrinsic elicitor, genetic engineering, and mutagenesis, which play significant roles in increasing triterpene acids production, thus providing an available reference for further research on G. lucidum fermentation.


Subject(s)
Fermentation , Reishi , Triterpenes , Triterpenes/metabolism , Reishi/metabolism , Reishi/genetics , Reishi/chemistry , Genetic Engineering , Fruiting Bodies, Fungal/metabolism , Fruiting Bodies, Fungal/chemistry , Mutagenesis , Mycelium/metabolism
11.
Bull Exp Biol Med ; 176(5): 645-648, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38727954

ABSTRACT

Using the method of dominant lethal mutations, we assessed the frequency of the death of Drosophila melanogaster embryos under combined exposure to ionizing γ-radiation and non-ionizing pulsed magnetic field at various doses and modes of exposure. Mutagenic effect of combined exposure is antagonistic in nature. The antagonism is more pronounced when the following mode of exposure was used: exposure to non-ionizing pulsed magnetic field for 5 h followed by exposure to γ-radiation at doses of 3, 10, and 60 Gy. In case of reverse sequence of exposures, the antagonistic effect was statistically significant after exposure to γ-radiation at doses of 3 and 10 Gy, whereas at a dose of 20 Gy, a synergistic interaction was noted.


Subject(s)
Drosophila melanogaster , Gamma Rays , Animals , Drosophila melanogaster/radiation effects , Drosophila melanogaster/genetics , Gamma Rays/adverse effects , Electromagnetic Radiation , Dose-Response Relationship, Radiation , Electromagnetic Fields/adverse effects , Embryo, Nonmammalian/radiation effects , Radiation, Ionizing , Mutation/radiation effects , Mutagenesis/radiation effects
12.
Viruses ; 16(5)2024 04 26.
Article in English | MEDLINE | ID: mdl-38793569

ABSTRACT

Tomato (Solanum lycopersicum) is the most important vegetable and fruit crop in the family Solanaceae worldwide. Numerous pests and pathogens, especially viruses, severely affect tomato production, causing immeasurable market losses. In Taiwan, the cultivation of tomato crops is mainly threatened by insect-borne viruses, among which pepper veinal mottle virus (PVMV) is one of the most prevalent. PVMV is a member of the genus Potyvirus of the family Potyviridae and is non-persistently transmitted by aphids. Its infection significantly reduces tomato fruit yield and quality. So far, no PVMV-resistant tomato lines are available. In this study, we performed nitrite-induced mutagenesis of the PVMV tomato isolate Tn to generate attenuated PVMV mutants. PVMV Tn causes necrotic lesions in Chenopodium quinoa leaves and severe mosaic and wilting in Nicotiana benthamiana plants. After nitrite treatment, three attenuated PVMV mutants, m4-8, m10-1, and m10-11, were selected while inducing milder responses to C. quinoa and N. benthamiana with lower accumulation in tomato plants. In greenhouse tests, the three mutants showed different degrees of cross-protection against wild-type PVMV Tn. m4-8 showed the highest protective efficacy against PVMV Tn in N. benthamiana and tomato plants, 100% and 97.9%, respectively. A whole-genome sequence comparison of PVMV Tn and m4-8 revealed that 20 nucleotide substitutions occurred in the m4-8 genome, resulting in 18 amino acid changes. Our results suggest that m4-8 has excellent potential to protect tomato crops from PVMV. The application of m4-8 in protecting other Solanaceae crops, such as peppers, will be studied in the future.


Subject(s)
Nicotiana , Plant Diseases , Potyvirus , Solanum lycopersicum , Solanum lycopersicum/virology , Plant Diseases/virology , Plant Diseases/prevention & control , Potyvirus/genetics , Potyvirus/physiology , Nicotiana/virology , Crops, Agricultural/virology , Disease Resistance , Genome, Viral , Chenopodium quinoa/virology , Mutation , Plant Leaves/virology , Taiwan , Mutagenesis
13.
Water Res ; 257: 121722, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38723359

ABSTRACT

The development of wastewater treatment processes capable of reducing and fixing carbon is currently a hot topic in the wastewater treatment field. Microalgae possess a natural carbon-fixing advantage, and microalgae that can symbiotically coexist with indigenous bacteria in actual wastewater attract more significant attention. Ultraviolet (UV) mutagenesis and dissolved organic carbon (DOC) acclimation were applied to strengthen the carbon-fixing performance of microalgae in this study. The mechanisms associated with microalgal water purification ability, gene regulation at the molecular level and photosynthetic potential under different trophic modes resulting from carbon fixation and transformation were disclosed. The superior performance of Chlorella sp. MHQ2 was eventually screened out among a large number of mutants generated from 3 wild-type Chlorella strains. Results indicated that the dry cell weight of the optimal species Chlorella sp. HQ mutant MHQ2 was 1.91 times that of the wild strain in the pure algal system, more carbon from municipal wastewater (MW) were transferred to the microalgae and re-entered into the biological cycle through resource utilization. In addition, COD, NH3-N and TP removal efficiencies of MW by Chlorella sp. MHQ2 were found to increase to 95.8% (1.1-times), 96.4% (1.4-times), and 92.9% (1.2-times), respectively, under the extra DOC supply and the assistance of indigenous bacteria in the MW. In the transcriptome analysis of the logarithmic phase, the glycolytic pathway was inhibited, and the pentose phosphate pathway was mainly carried out for microalgal life activities, further promoting efficient energy utilization. Upon analysis of carbon capture capacity and photosynthetic potential in trophic mode, the addition of NaHCO3 increased the photosynthetic rate of Chlorella sp. MHQ2 in mixotrophy whereas it was attenuated in autotrophy. This study could provide a new perspective for the study of resource utilization and microalgae carbon- fixing mechanisms in the actual wastewater treatment process.


Subject(s)
Carbon , Chlorella , Microalgae , Photosynthesis , Wastewater , Microalgae/genetics , Carbon/metabolism , Chlorella/genetics , Mutagenesis , Waste Disposal, Fluid
14.
DNA Repair (Amst) ; 139: 103694, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38788323

ABSTRACT

Multiple separate repair mechanisms safeguard the genome against various types of DNA damage, and their failure can increase the rate of spontaneous mutagenesis. The malfunction of distinct repair mechanisms leads to genomic instability through different mutagenic processes. For example, defective mismatch repair causes high base substitution rates and microsatellite instability, whereas homologous recombination deficiency is characteristically associated with deletions and chromosome instability. This review presents a comprehensive collection of all mutagenic phenotypes associated with the loss of each DNA repair mechanism, drawing on data from a variety of model organisms and mutagenesis assays, and placing greatest emphasis on systematic analyses of human cancer datasets. We describe the latest theories on the mechanism of each mutagenic process, often explained by reliance on an alternative repair pathway or the error-prone replication of unrepaired, damaged DNA. Aided by the concept of mutational signatures, the genomic phenotypes can be used in cancer diagnosis to identify defective DNA repair pathways.


Subject(s)
DNA Repair , Mutagenesis , Humans , Animals , Neoplasms/genetics , DNA Damage , Genomic Instability , DNA Mismatch Repair
16.
Transfusion ; 64(6): 1097-1108, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38716879

ABSTRACT

BACKGROUND: N-(-9 acridinyl)-b-alanine hydrochloride (S-300) is the main byproduct of red blood cell (RBC) amustaline/glutathione(GSH) pathogen reduction, currently undergoing phase III US clinical trials following successful European studies(1-3). Phosphatidylinositol glycan, class A (Pig-a) X-linked gene mutagenesis is a validated mammalian in vivo mutation assay for genotoxicity, assessed as clonal loss of glycosylphosphatidylinositol-linked CD59 cell-surface molecules on reticulocytes (RETs) and RBCs. METHODS: Male Sprague-Dawley rats received continuous infusion of S-300 up to the maximum feasible dose (240 mg/kg/day-limited by solubility and volume) for 28 days. Positive controls received a known mutagen by oral gavage on Days 1-3. Plasma levels of S-300 were assessed by HPLC before, during and after infusion. CD59-negative RBCs and RETs were enumerated in pre-dose and Day 28 samples, using a flow cytometric method. Outcome was evaluated by predetermined criteria using concurrent and historical controls. Toxicity was assessed by laboratory measures and necropsy. RESULTS: S-300 reached maximum, dose-dependent levels (3-15 µmol/L) within 2-8 h that were sustained for 672 h and undetectable 2 h after infusion. Circulating RET levels indicated a lack of hematopoietic toxicity. Necropsy revealed minimal-mild observations related to poor S-300 solubility at high concentrations. Pig-a assessment met the preset acceptability criteria and revealed no increase in mutant RBCs or RETs. CONCLUSIONS: Maximum feasible S-300 exposure of rats by continuous infusion for 28 days was not genotoxic as assessed by an Organization for Economic Cooperation and Development-compliant, mammalian, in vivo Pig-a gene mutation assay that meets the requirements of International Conference on Harmonization (ICH) S2(R1) and FDA guidances on genotoxicity testing.


Subject(s)
Mutagenicity Tests , Rats, Sprague-Dawley , Animals , Male , Rats , Mutagenicity Tests/methods , CD59 Antigens/genetics , Reticulocytes/drug effects , Erythrocytes/drug effects , Erythrocytes/metabolism , Membrane Proteins/genetics , Mutagenesis/drug effects , Mutagens/toxicity
17.
Nature ; 629(8012): 710-716, 2024 May.
Article in English | MEDLINE | ID: mdl-38693265

ABSTRACT

Phosphatidylcholine and phosphatidylethanolamine, the two most abundant phospholipids in mammalian cells, are synthesized de novo by the Kennedy pathway from choline and ethanolamine, respectively1-6. Despite the essential roles of these lipids, the mechanisms that enable the cellular uptake of choline and ethanolamine remain unknown. Here we show that the protein encoded by FLVCR1, whose mutation leads to the neurodegenerative syndrome posterior column ataxia and retinitis pigmentosa7-9, transports extracellular choline and ethanolamine into cells for phosphorylation by downstream kinases to initiate the Kennedy pathway. Structures of FLVCR1 in the presence of choline and ethanolamine reveal that both metabolites bind to a common binding site comprising aromatic and polar residues. Despite binding to a common site, FLVCR1 interacts in different ways with the larger quaternary amine of choline in and with the primary amine of ethanolamine. Structure-guided mutagenesis identified residues that are crucial for the transport of ethanolamine, but dispensable for choline transport, enabling functional separation of the entry points into the two branches of the Kennedy pathway. Altogether, these studies reveal how FLVCR1 is a high-affinity metabolite transporter that serves as the common origin for phospholipid biosynthesis by two branches of the Kennedy pathway.


Subject(s)
Choline , Ethanolamine , Membrane Transport Proteins , Humans , Binding Sites , Biological Transport/genetics , Choline/chemistry , Choline/metabolism , Ethanolamine/chemistry , Ethanolamine/metabolism , Membrane Transport Proteins/metabolism , Membrane Transport Proteins/chemistry , Membrane Transport Proteins/genetics , Models, Molecular , Phosphatidylcholines/metabolism , Phosphatidylcholines/chemistry , Phosphatidylethanolamines/chemistry , Phosphatidylethanolamines/metabolism , Phosphorylation , Mutagenesis
18.
Sci Rep ; 14(1): 10608, 2024 05 08.
Article in English | MEDLINE | ID: mdl-38719911

ABSTRACT

Over the last decades, monoclonal antibodies have substantially improved the treatment of several conditions. The continuous search for novel therapeutic targets and improvements in antibody's structure, demands for a constant optimization of their development. In this regard, modulation of an antibody's affinity to its target has been largely explored and culminated in the discovery and optimization of a variety of molecules. It involves the creation of antibody libraries and selection against the target of interest. In this work, we aimed at developing a novel protocol to be used for the affinity maturation of an antibody previously developed by our group. An antibody library was constructed using an in vivo random mutagenesis approach that, to our knowledge, has not been used before for antibody development. Then, a cell-based phage display selection protocol was designed to allow the fast and simple screening of antibody clones capable of being internalized by target cells. Next generation sequencing coupled with computer analysis provided an extensive characterization of the created library and post-selection pool, that can be used as a guide for future antibody development. With a single selection step, an enrichment in the mutated antibody library, given by a decrease in almost 50% in sequence diversity, was achieved, and structural information useful in the study of the antibody-target interaction in the future was obtained.


Subject(s)
Antibodies, Monoclonal , Antibody Affinity , Peptide Library , Humans , Antibodies, Monoclonal/immunology , Mutagenesis
19.
Bioinformatics ; 40(6)2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38796686

ABSTRACT

SUMMARY: The increasing development of sequence-based machine learning models has raised the demand for manipulating sequences for this application. However, existing approaches to edit and evaluate genome sequences using models have limitations, such as incompatibility with structural variants, challenges in identifying responsible sequence perturbations, and the need for vcf file inputs and phased data. To address these bottlenecks, we present Sequence Mutator for Predictive Models (SuPreMo), a scalable and comprehensive tool for performing and supporting in silico mutagenesis experiments. We then demonstrate how pairs of reference and perturbed sequences can be used with machine learning models to prioritize pathogenic variants or discover new functional sequences. AVAILABILITY AND IMPLEMENTATION: SuPreMo was written in Python, and can be run using only one line of code to generate both sequences and 3D genome disruption scores. The codebase, instructions for installation and use, and tutorials are on the GitHub page: https://github.com/ketringjoni/SuPreMo.


Subject(s)
Machine Learning , Software , Computer Simulation , Computational Biology/methods , Humans , Mutagenesis
20.
Int J Mol Sci ; 25(7)2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38612505

ABSTRACT

SARS-CoV-2 has accumulated many mutations since its emergence in late 2019. Nucleotide substitutions leading to amino acid replacements constitute the primary material for natural selection. Insertions, deletions, and substitutions appear to be critical for coronavirus's macro- and microevolution. Understanding the molecular mechanisms of mutations in the mutational hotspots (positions, loci with recurrent mutations, and nucleotide context) is important for disentangling roles of mutagenesis and selection. In the SARS-CoV-2 genome, deletions and insertions are frequently associated with repetitive sequences, whereas C>U substitutions are often surrounded by nucleotides resembling the APOBEC mutable motifs. We describe various approaches to mutation spectra analyses, including the context features of RNAs that are likely to be involved in the generation of recurrent mutations. We also discuss the interplay between mutations and natural selection as a complex evolutionary trend. The substantial variability and complexity of pipelines for the reconstruction of mutations and the huge number of genomic sequences are major problems for the analyses of mutations in the SARS-CoV-2 genome. As a solution, we advocate for the development of a centralized database of predicted mutations, which needs to be updated on a regular basis.


Subject(s)
COVID-19 , Humans , COVID-19/genetics , SARS-CoV-2/genetics , Mutagenesis , Mutation , Nucleotides
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