High-throughput Mutation Screening Research Articles

Herbicide-resistant HPPD variants identified via directed evolution.

Herbicides play a crucial role in boosting crop yields, yet the emergence of herbicide-resistant weeds and the susceptibility of crops to herbicides have posed significant challenges to their efficacy. β-triketone herbicides specifically target the enzyme 4-Hydroxyphenylpyruvate dioxygenase (HPPD) essential for plant growth. Remarkably, few resistant weeds have been identified against these herbicides. In this study, we aimed to identify mutations within the cotton HPPD gene that confer resistance to mesotrione, a widely used triketone herbicide. Through the establishment of a high-throughput mutant screening system in E. coli, we identified four single nucleotide changes leading to amino acid substitutions in HPPD, resulting in mesotrione resistance while preserving native enzymatic activity. Various combinations of these mutations displayed synergistic effects on herbicide resistance. Additionally, the HPPD variants were able to complement the Arabidopsis athppd mutant, indicating their retention of sufficient native activity crucial for plant growth and development. Expression of these cotton HPPD variants in Arabidopsis resulted in heightened herbicide resistance. These findings offer critical insights into the target amino acids of HPPD for gene editing, paving the way for the development of herbicide-resistant cotton in the future.

Advances in genome sequencing and artificially induced mutation provides new avenues for cotton breeding.

Cotton production faces challenges in fluctuating environmental conditions due to limited genetic variation in cultivated cotton species. To enhance the genetic diversity crucial for this primary fiber crop, it is essential to augment current germplasm resources. High-throughput sequencing has significantly impacted cotton functional genomics, enabling the creation of diverse mutant libraries and the identification of mutant functional genes and new germplasm resources. Artificial mutation, established through physical or chemical methods, stands as a highly efficient strategy to enrich cotton germplasm resources, yielding stable and high-quality raw materials. In this paper, we discuss the good foundation laid by high-throughput sequencing of cotton genome for mutant identification and functional genome, and focus on the construction methods of mutant libraries and diverse sequencing strategies based on mutants. In addition, the important functional genes identified by the cotton mutant library have greatly enriched the germplasm resources and promoted the development of functional genomes. Finally, an innovative strategy for constructing a cotton CRISPR mutant library was proposed, and the possibility of high-throughput screening of cotton mutants based on a UAV phenotyping platform was discussed. The aim of this review was to expand cotton germplasm resources, mine functional genes, and develop adaptable materials in a variety of complex environments.

High-throughput mutational analysis of a methyltransferase ribozyme

Methyltransferase ribozyme 1 (MTR1) is a catalytic RNA that has been isolated from a random RNA pool by in vitro selection. The ribozyme catalyzes site-specific formation of 1-methyl adenosine (m1A) using 6-methyl guanine (m6G) as a methyl group donor. The ribozyme has been extensively characterized by biochemical and structural analyses. Here, we describe high-throughput screening of single point mutants in the catalytic domain of MTR1 and determine their effect on ribozyme activity. Our mutational profiling method successfully assessed the activity of the 141 MTR1 variants tested in each experiment and revealed that the ribozyme is very sensitive to nucleotide substitutions in the catalytic core domain. Our technique can be applied to methyltransferase ribozymes that catalyze formation of different modifications such as 7-methylguanosine (m7G) or 3-methylcytidine (m3C).

High-throughput visualization mutation screening technology to enhance the specificity of CadR based whole-cell cadmium biosensor

As a heavy metal pollutant, Cd2+ often enters the human body through the food chain causing great harm to human health. Whole-cell biosensor is an emerging technology for rapid on-site detection of heavy metals with the advantages of inexpensive, fast to mass-produce, and strong in anti-interference resistance, but suffering from insatisfactory specificity. In this study, a strategy of Adjacent Site Saturation Mutation (ASSM) was designed to improve the specificity of transcription factor CadR, which acted as the recognition element and determined the specificity of whole cell Cd2+ biosensors. A specific saturated library was constructed using the strategy of adjacent mutation. After two rounds of high-throughput visual screening, a whole-cell biosensor with good response to Cd2+, and with significant weakened Hg2+ interference was obtained. The optimized whole-cell biosensor showed a linear dynamic concentration range from 500 nM to 100 μM, a detection limit of 0.079 μM, and has satisfactory specificity and anti-interference. The ASSM strategy proposed in this study can provide a new method for the application of synthetic biology in food safety detection, indicating the importance of whole-cell biosensors for the detection of heavy metals.

Engineering the Propeptide of Microbial Transglutaminase Zymogen: Enabling Substrate-Dependent Activation for Bioconjugation Applications.

Microbial transglutaminase (MTG) from Streptomyces mobaraensis is a powerful biocatalytic glue for site-specific cross-linking of a range of biomolecules and synthetic molecules that have an MTG-reactive moiety. The preparation of active recombinant MTG requires post-translational proteolytic digestion of a propeptide that functions as an intramolecular chaperone to assist the correct folding of the MTG zymogen (MTGz) in the biosynthesis. Herein, we report engineered active zymogen of MTG (EzMTG) that is expressed in soluble form in the host Escherichia coli cytosol and exhibits cross-linking activity without limited proteolysis of the propeptide. We found that the saturation mutagenesis of residues K10 or Y12 in the propeptide domain generated several active MTGz mutants. In particular, the K10D/Y12G mutant exhibited catalytic activity comparable to that of mature MTG. However, the expression level was low, possibly because of decreased chaperone activity and/or the promiscuous substrate specificity of MTG, which is potentially harmful to the host cells. The K10R/Y12A mutant exhibited specific substrate-dependent reactivity toward peptidyl substrates. Quantitative analysis of the binding affinity of the mutated propeptides to the active site of MTG suggested an inverse relationship between the binding affinity and the catalytic activity of EzMTG. Our proof-of-concept study provides insights into the design of a new biocatalyst using the MTGz as a scaffold and a potential route to high-throughput screening of EzMTG mutants for bioconjugation applications.

Efficient precision editing of endogenous Chlamydomonas reinhardtii genes with CRISPR-Cas

CRISPR-Cas genome engineering in the unicellular green algal model Chlamydomonas reinhardtii has until now been primarily applied to targeted gene disruption, whereas scarless knockin transgenesis has generally been considered difficult in practice. We have developed an efficient homology-directed method for knockin mutagenesis in Chlamydomonas by delivering CRISPR-Cas ribonucleoproteins and a linear double-stranded DNA (dsDNA) donor into cells by electroporation. Our method allows scarless integration of fusion tags and sequence modifications of proteins without the need for a preceding mutant line. We also present methods for high-throughput crossing of transformants and a custom quantitative PCR (qPCR)-based high-throughput screening of mutants as well as meiotic progeny. We demonstrate how to use this pipeline to facilitate the generation of mutant lines without residual selectable markers by co-targeted insertion. Finally, we describe how insertional cassettes can be erroneously mutated during insertion and suggest strategies to select for lines that are modified as designed.

Enhancement of astaxanthin production from food waste by Phaffia rhodozyma screened by flow cytometry and feed application potential.

Astaxanthin is widely used in food, aquaculture, cosmetics, and pharmaceuticals due to its strong antioxidant activity and coloring ability, but its production from Phaffia rhodozyma remains the main challenge due to the high fermentation cost and low content of carotenoid. In this study, the production of carotenoids from food waste (FW) by a P. rhodozyma mutant was investigated. P. rhodozyma mutant screened by UV mutagenesis and flow cytometry could stably produce high carotenoids at 25°C, with carotenoid production (32.9mg/L) and content (6.7mg/g), respectively, increasing by 31.6% and 32.3% compared with 25mg/L and 5.1mg/g of wild strain. Interestingly, the carotenoid production reached 192.6mg/L by feeding wet FW, which was 21% higher than batch culture. The 373g vacuum freeze-dried products were obtained from the fermentation of 1kg FW by P. rhodozyma, which contained 784mg carotenoids and 111mg astaxanthin. The protein, total amino acids, and essential amino acids content of the fermentation products were 36.6%, 40.5%, and 18.2% (w/w), respectively, and lysine-added fermentation products had the potential of high-quality protein feed source. This study provides insights for the high-throughput screening of mutants, astaxanthin production, and the development of the feed potential of FW.

High-Throughput Mutant Screening via Transposon Sequencing.

Transposon mutagenesis has been the method of choice for genetic screens and selections in bacteria by virtue of the transposon being linked to the disrupted gene, simplifying its identification. Transposon sequencing (Tn-seq) is a high-throughput version of transposon mutant screening, in which massively parallel sequencing is used to simultaneously follow the fitness of all mutants in a complex library. In a single experiment, one can use Tn-seq to interrogate the contribution of all genes of a bacterium to fitness under a condition of interest. Here, we introduce a method to construct a saturating transposon insertion library in Gram-negative bacteria, to capture the transposon junctions en masse, and to identify essential genes and conditional genes using massively parallel sequencing. The accompanying protocol was developed as part of Cold Spring Harbor's Advanced Bacterial Genetics course.

High throughput mutation screening of cardiac transcription factor GATA4 among Tanzania children with congenital heart diseases

High throughput mutation screening of cardiac transcription factor GATA4 among Tanzania children with congenital heart diseases

A Test System for Assessment of the Activity of Mutant Cas9 Variants in Saccharomyces cerevisiae

The key component of the revolutionary Streptococcus pyogenes CRISPR/Cas genome editing technology is the multidomain protein Cas9. However, the specificity of wild type Cas9 is not sufficiently high for editing large genomes of higher eukaryotes, which limits the realization of the potential of genomic editing both in fundamental investigations and in the therapy of genetic diseases. The main way to obtain more specific variants of Cas9 is through mutagenesis followed by characterization of mutant proteins in in vitro or in vivo test systems. The in vitro and some in vivo test systems described in the literature are often labor-intensive and have scaling limitations, which makes it challenging to screen SpCas9 mutant variant libraries. In order to develop a simple method for high-throughput screening of Cas9 mutants in vivo, we characterized three test systems using CRISPR/Cas9-mediated inactivation of the reporter genes, tsPurple, ADE2, and URA3, in the Saccharomyces cerevisiae yeast as a model subject. We measured the activities of high-precision forms of Cas9, evoCas9, and HiFiCas9, and compared them with the wild-type form. ADE2 gene inactivation was found to be the most valid method for the evaluation of Cas9 activity. In the test-system developed, the sensitivity to chromatin structure was demonstrated for the high-fidelity variant of Cas9, HiFiCas9. The proposed test-system can be used for the development of new generation genome editors.

Enhancing the thermostability of D-allulose 3-epimerase from Clostridium cellulolyticum H10 via a dual-enzyme screening system

D-Allulose 3-epimerase (DAE) is promising to be used for the production of the rare sugar D-allulose in industry. However, the poor thermostability and low catalytic efficiency limited its large-scale industrial applications. A dual-enzyme screening method was developed to measure the activity of the D-allulose 3-epimerase from Clostridium cellulolyticum H10 by employing a xylose isomerase, enabling high-throughput screening of mutants with higher thermostability. After two rounds of directed evolution, the H56R, Q277R, H56R/Q277R and H56R/Q277R/S293R variants were obtained with 1.9, 1.8, 3.5 and 7.1 °C improvement in T505, the temperature at which the enzyme activity becomes half of the original after the 5 min treatment and 3.1-, 4.2-, 4.4- and 9.47- fold improvement in the half life at 60 °C, respectively, compared with the wild-type enzyme. Among them, triple mutant H56R/Q277R/S293R showed significant improvement in kcat/Km compared to the wild type enzyme. Molecular dynamics simulations provided the insights into improving the thermostability by three arginine mutations. The research will aid the development of industrial biocatalysts for the production of D‑allulose.

Directed evolution of a cyclodipeptide synthase with new activities via label-free mass spectrometric screening.

Directed evolution is a powerful approach to engineer enzymes via iterative creation and screening of variant libraries. However, assay development for high-throughput mutant screening remains challenging, particularly for new catalytic activities. Mass spectrometry (MS) analysis is label-free and well suited for untargeted discovery of new enzyme products but is traditionally limited by slow speed. Here we report an automated workflow for directed evolution of new enzymatic activities via high-throughput library creation and label-free MS screening. For a proof of concept, we chose to engineer a cyclodipeptide synthase (CDPS) that synthesizes diketopiperazine (DKP) compounds with therapeutic potential. In recombinant Escherichia coli, site-saturation mutagenesis (SSM) and error-prone PCR (epPCR) libraries expressing CDPS mutants were automatically created and cultivated on an integrated work cell. Culture supernatants were then robotically processed for matrix-assisted laser desorption/ionization time-of-flight (MALDI-ToF) MS analysis at a rate of 5 s per sample. The resulting mass spectral data were processed via custom computational algorithms, which performed a multivariant analysis of 108 theoretical mass-to-charge (m/z) values of 190 possible DKP molecules within a mass window of 115–373 Da. An F186L CDPS mutant was isolated to produce cyclo(l-Phe–l-Val), which is undetectable in the product profile of the wild-type enzyme. This robotic, label-free MS screening approach may be generally applicable to engineering other enzymes with new activities in high throughput.

Construction of a Full-Length cDNA Over-Expressing Library to Identify Valuable Genes from Populus tomentosa.

Poplar wood is the main source of renewable biomass energy worldwide, and is also considered to be a model system for studying woody plants. The Full-length cDNA Over-eXpressing (FOX) gene hunting system is an effective method for generating gain-of-function mutants. Large numbers of novel genes have successfully been identified from many herbaceous plants according to the phenotype of gain-of-function mutants under normal or abiotic stress conditions using this system. However, the system has not been used for functional gene identification with high-throughput mutant screening in woody plants. In this study, we constructed a FOX library from the Chinese white poplar, Populus tomentosa. The poplar cDNA library was constructed into the plant expression vector pEarleyGate101 and further transformed into Arabidopsis thaliana (thale cress). We collected 1749 T1 transgenic plants identified by PCR. Of these, 593 single PCR bands from different transgenic lines were randomly selected for sequencing, and 402 diverse sequences of poplar genes were isolated. Most of these genes were involved in photosynthesis, environmental adaptation, and ribosome biogenesis based on Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway annotation. We characterized in detail two mutant lines carrying PtoCPCa or PtoWRKY13 cDNA insertions. Phenotypic characterization showed that overexpression of these genes in A. thaliana affected trichome development or secondary cell wall (SCW) deposition, respectively. Together, the Populus-FOX-Arabidopsis library generated in our experiments will be helpful for efficient discovery of novel genes in poplar.

Automated Quantitative Analysis of Airway Epithelial Cell Detachment Upon Fungal Challenge.

Host-pathogen interactions involve a complex interplay between host and pathogen factors, resulting in either host protective immunity or establishment of disease. One of the hallmarks for disease progression is host tissue destruction. The first host surface to interact with the opportunistic respiratory fungal pathogen, Aspergillus fumigatus, is the airway epithelium. Unravelling the mechanisms involved in airway epithelial cell damage by A. fumigatus is essential to understanding the establishment and progression of infection in the host. Although host cell damage can be measured in vitro by indirect cell lysis assays, here, we describe an automated, simple, and low-cost assay to directly visualize and quantify epithelial cell line damage after challenge with A. fumigatus. We employ the previously characterized tissue noninvasive A. fumigatus ΔpacC mutant to demonstrate the quantitative difference in cell damage relative to its parental tissue invasive strain. This assay is easily scaled up for high-throughput screening of multiple Aspergillus mutants and can be adapted to suit diverse host cell lines, different time points of infection, challenge with other microbes, and drugs or novel compounds.

Bar-seq strategies for the LeishGEdit toolbox

The number of fully sequenced genomes increases steadily but the function of many genes remains unstudied. To accelerate dissection of gene function in Leishmania spp. and other kinetoplastids we previously developed a streamlined pipeline for CRISPR-Cas9 gene editing, which we termed LeishGEdit. To facilitate high-throughput mutant screens we have adapted this pipeline by barcoding mutants with unique 17-nucleotide barcodes, allowing loss-of-function screens in mixed populations. Here we present primer design and analysis tools that facilitate these bar-seq strategies. We have developed a standalone easy-to-use pipeline to design CRISPR primers suitable for the LeishGEdit toolbox for any given genome and have generated a list of 14,995 barcodes. Barcodes and oligo sequences are now accessible through our website www.leishgedit.net allowing researchers to pursue bar-seq experiments in all currently available TriTrypDB genomes (release 41). This will streamline CRISPR bar-seq assays in kinetoplastids, enabling pooled mutant screens across the community.

High-throughput screening of lycopene-overproducing mutants of Blakeslea trispora by combining ARTP mutation with microtiter plate cultivation and transcriptional changes revealed by RNA-seq

Random mutagenesis is still the main strategy for increasing the lycopene yield from Blakeslea trispora because of its complex, unclear genetic regulation. In this study, an effective mutation breeding method was established to obtain lycopene-overproducing mutants, and the transcriptional changes between the mutant and parent strains were then revealed by RNA-seq. After ARTP mutation and preliminary screening on solid plates, 50 color mutants were simultaneously inoculated into a microtiter plate-based system (MTPS) and traditional flasks to estimate the dependability of the high-throughput screening method. As expected, a significant linear correlation (R2 = 0.924) was observed between the absorbance of pigment in the MTPs and lycopene production in flask fermentation. A mutant (WY-239) showing a maximum lycopene concentration of 21.80 ± 1.58 mg/g was obtained, which represented a 56.27 % increment compared with the parent strain. Transcriptomic analysis showed that the carbon metabolism flowed more intensively to acetyl-CoA and then to lycopene in the WY-239 mutant compared with the parent strain. Some primary metabolic and sexual activity may be correlated with lycopene biosynthesis. The mutation breeding method could also be used as a reference for breeding other filamentous fungi, and the findings of RNA-seq can serve as a basis for metabolic engineering.

Lactic acid biosynthesis pathways and important genes of Lactobacillus panis L7 isolated from the Chinese liquor brewing microbiome

Lactic acid is a major organic acid and precursor of ethyl lactate, which confers the important flavor of Chinese Maotai-flavor liquor. Moreover, lactic acid helps modulate the microbiome pH, which coordinates the microbial community. Lactobacillus panis L7 is the major lactic acid producer, however, the whole genome sequence is not available and the important genes for lactic acid biosynthesis have not been unidentified, which limits understanding of lactic acid biosynthesis. Whole genome sequencing of L. panis L7 was undertaken, obtaining 127 genome sequence scaffolds with an N50 of 33,743 bp. The genome total length was 2,026,099 bp encoding 1932 genes with a GC content of 47.0%. Heterolactic acid fermentation pathways and the involved genes were identified, including multiple copies of lactate dehydrogenase encoding genes. To identify important genes for lactic acid production, L. panis L7 was genetically perturbed using atmospheric and room temperature plasma followed by high-throughput screening of mutants with improved or reduced lactic acid production. Comparative genomic analysis of L. panis L7 and its mutants identified genes encoding for glutamate racemase, methylated-DNA-protein-cysteine methyltransferase, fumarate reductase flavoprotein subunit, and amidophosphoribosyltransferase as potentially important factors to improve lactic acid biosynthesis; genes encoding for ribokinase, fructokinase, argininosuccinate lyase, and large subunit ribosomal protein L30 as potentially important factors for reduced lactic acid biosynthesis. The results improved the understanding of the mechanism of lactic acid metabolism by L. panis for the benefit of the Chinese liquor brewing industry, and will, hopefully, help develop effective measures to modulate lactic acid content during brewing.

Breeding of Hyphomicrobium denitrificans for high production of pyrroloquinoline quinone by adaptive directed domestication

Pyrroloquinoline quinone (PQQ) is widely distributed in organisms and has physiological functions such as boosting body growth, maintaining mitochondrial function, promoting synthesis of nerve growth factor and regulating free radical levels in the body. It has broad application prospects in the fields of medicine, food and cosmetics. In order to improve the PQQ production of Hyphamicrobium denitrificans FJNU-6, the high-concentration methanol was used as the antagonistic factor for laboratory adaptive domestication. The PQQ positive mutants were selected using rapid screening system by spectroscopy. After 6 rounds of adaptive domestication, about 10% mutants were acquired with a doubled yield, and over 90% positive mutation rate of each round of domestication was reached. Subsequently, the mutant strain FJNU-R8 was fermented by 5 L fermenter. Compared with the original strain, the expression of pqq and moxF gene clusters were higher at different methanol concentrations and similar to each other. Meanwhile, the methanol consumption rate and growth rate were slower than the original strain. Finally, the PQQ yield was increased by 1.42 times to 1 087.81 mg/L (143 h), indicating good industrial application potential. The adaptive domestication combined with rapid screening system described in this study can easily and rapidly obtain mutants with high yield of PQQ, which can be used as reference for high-throughput screening of other high-yield PQQ mutants of methylotrophic bacteria.

A T-DNA mutant screen that combines high-throughput phenotyping with the efficient identification of mutated genes by targeted genome sequencing

BackgroundNitrogen dioxide (NO2) triggers hypersensitive response (HR)-like cell death in Arabidopsis thaliana. A high-throughput mutant screen was established to identify genes involved in this type of programmed cell death.ResultsAltogether 14,282 lines of SALK T-DNA insertion mutants were screened. Growing 1000 pooled mutant lines per tray and simultaneous NO2 fumigation of 4 trays in parallel facilitated high-throughput screening. Candidate mutants were selected based on visible symptoms. Sensitive mutants showed lesions already after fumigation for 1 h with 10 ppm (ppm) NO2 whereas tolerant mutants were hardly damaged even after treatment with 30 ppm NO2. Identification of T-DNA insertion sites by adapter ligation-mediated PCR turned out to be successful but rather time consuming. Therefore, next generation sequencing after T-DNA-specific target enrichment was tested as an alternative screening method. The targeted genome sequencing was highly efficient due to (1.) combination of the pooled DNA from 124 candidate mutants in only two libraries, (2.) successful target enrichment using T-DNA border-specific 70mer probes, and (3.) stringent filtering of the sequencing reads. Seventy mutated genes were identified by at least 3 sequencing reads. Ten corresponding mutants were re-screened of which 8 mutants exhibited NO2-sensitivity or -tolerance confirming that the screen yielded reliable results. Identified candidate genes had published functions in HR, pathogen resistance, and stomata regulation.ConclusionsThe presented NO2 dead-or-alive screen combined with next-generation sequencing after T-DNA-specific target enrichment was highly efficient. Two researchers finished the screen within 3 months. Moreover, the target enrichment approach was cost-saving because of the limited number of DNA libraries and sequencing runs required. The experimental design can be easily adapted to other screening approaches e.g. involving high-throughput treatments with abiotic stressors or phytohormones.

Regulation of Skn7-dependent, oxidative stress-induced genes by the RNA polymerase II-CTD phosphatase, Fcp1, and Mediator kinase subunit, Cdk8, in yeast

Fcp1 is a protein phosphatase that facilitates transcription elongation and termination by dephosphorylating the C-terminal domain of RNA polymerase II. High-throughput genetic screening and gene expression profiling of fcp1 mutants revealed a novel connection to Cdk8, the Mediator complex kinase subunit, and Skn7, a key transcription factor in the oxidative stress response pathway. Briefly, Skn7 was enriched as a regulator of genes whose mRNA levels were altered in fcp1 and cdk8Δ mutants and was required for the suppression of fcp1 mutant growth defects by loss of CDK8 under oxidative stress conditions. Targeted analysis revealed that mutating FCP1 decreased Skn7 mRNA and protein levels as well as its association with target gene promoters but paradoxically increased the mRNA levels of Skn7-dependent oxidative stress-induced genes (TRX2 and TSA1) under basal and induced conditions. The latter was in part recapitulated via chemical inhibition of transcription in WT cells, suggesting that a combination of transcriptional and posttranscriptional effects underscored the increased mRNA levels of TRX2 and TSA1 observed in the fcp1 mutant. Interestingly, loss of CDK8 robustly normalized the mRNA levels of Skn7-dependent genes in the fcp1 mutant background and also increased Skn7 protein levels by preventing its turnover. As such, our work suggested that loss of CDK8 could overcome transcriptional and/or posttranscriptional alterations in the fcp1 mutant through its regulatory effect on Skn7. Furthermore, our work also implicated FCP1 and CDK8 in the broader response to environmental stressors in yeast.