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At least 19 recordsLinked to original sources

PubMed1992

Kinetoplastid RNA editing: in vitro formation of cytochrome b gRNA-mRNA chimeras from synthetic substrate RNAs.

RNA editing in the kinetoplastid Trypanosoma brucei results in the addition and deletion of uridine residues within several mitochondrial mRNAs. The site and number of uridines added appears to be directed by small (approximately 70 nt) guide RNAs (gRNAs), which can base pair to the edited sequences. We examined reactions involving synthetic cytochrome b (CYb) gRNA and pre-edited mRNA in vitro. A major product of the in vitro reaction is a chimeric RNA molecule containing both gRNA and mRNA sequences. Formation of the CYb gRNA-mRNA chimera was specific, since such molecules did not accumulate when either the gRNA or mRNA was substituted with control RNAs. The reaction required a free 3' hydroxyl on the gRNA and was unaffected by capping of the gRNA's 5' end. Direct RNA sequencing indicated that the CYb gRNA is covalently linked via its 3' poly(U) tail to one of the editing sites on the CYb mRNA. These results suggest that the U's added during editing are donated by the poly(U) tail of a gRNA via a chimeric gRNA-mRNA intermediate.

Animals↗

PubMed2026

Turnip Mosaic Virus-Based gRNA Delivery System for Plant Genome Editing.

Plant virus-based gRNA delivery systems offer a rapid alternative to stable transformation for CRISPR-mediated genome editing, but potyvirus-based platforms in Cas9-expressing plants are still underexplored. Here, we developed a turnip mosaic virus (TuMV)-based system for gRNA delivery in Cas9-expressing Nicotiana benthamiana and tested whether Csy4-mediated gRNA processing could improve editing efficiency. A TuMV construct carrying a gRNA targeting PHYTOENE DESATURASE (NbPDS) induced detectable editing in both infiltrated and systemic tissues, although editing frequencies were low. Incorporation of the bacterial endoribonuclease Csy4 increased editing efficiencies in the two NbPDS genes, raising editing in infiltrated leaves to 7.1%-13.8% for NbPDSa and 7.6%-23.0% for NbPDSb, whereas lower but reproducible editing was detectable in systemic leaves. The TuMV-Csy4 platform also supported editing of a second endogenous target, MAGNESIUM CHELATASE SUBUNIT H (NbChlH), and enabled multiplex editing of NbPDS and NbChlH regardless of guide order. Editing efficiencies were consistently higher in infiltrated leaves than in systemic leaves, and no visible photobleaching or chlorosis was observed in systemic tissues despite confirmed molecular editing. To assess the potential for heritable editing, a tRNAIle mobility element was fused to the NbPDS gRNA. Although this construct increased somatic editing, no albino progeny were recovered after screening approximately 20,000 seedlings, demonstrating that heritable editing was not achieved under these conditions or did not result in mutations in all copies of the two NbPDS genes. Together, these results establish TuMV as a platform for Cas9-based gRNA delivery and show that Csy4-mediated processing improves editing efficiency, supports multiplex targeting, and demonstrates the feasibility of potyvirus-based genome editing systems in plants.

genome editing platform↗

PubMed1992

The polarity of editing within a multiple gRNA-mediated domain is due to formation of anchors for upstream gRNAs by downstream editing.

Seventeen kinetoplast minicircle-encoded and nine maxicircle-encoded gRNA genes have been identified. Six overlapping minicircle-encoded gRNAs mediate editing for the 5'-pan-edited MURF4 gene and two for the 5'-edited COIII gene. The pan-edited RPS12 mRNA is edited by seven minicircle-encoded gRNAs and one maxicircle-encoded gRNA. The 3'-most gRNA in each domain forms an anchor with unedited mRNA, whereas upstream gRNAs form anchors only with edited mRNA, thereby explaining the observed 3' to 5' polarity of editing within an editing domain. We suggest that a role of G-U base pairs is to allow breathing of the edited mRNA-gRNA hybrid and formation of the upstream anchor hybrid.

Animals↗

PubMed2026

Dual-gRNA CRISPR/Cas9 Deletion of CsDMR6 in Sweet Orange Supported by Improved In Vitro Regeneration.

Huanglongbing (HLB), caused by Candidatus Liberibacter spp., remains the most destructive disease affecting citrus worldwide. To support host-directed genome-editing strategies aimed at reducing susceptibility, we optimized key regeneration steps in Citrus sinensis and validated a dual-gRNA CRISPR/Cas9 approach targeting the susceptibility gene CsDMR6. Juvenile explants of 'Valencia' and hybrid genotypes (CsH1-CsH3) were successfully established in vitro, and shoot elongation was markedly improved by supplementing Citrus Shoot Multiplication (CiSM) medium with 1 mg L-1 GA3. Callus induction was most efficient in Citrus Callus Induction (CiCM) medium under dark conditions, while a 48 h NAA pulse (100 µM) significantly enhanced rooting, increasing efficiencies to 37.1% in 'Valencia' and 52.9% in CsH1. Two guide RNAs targeting conserved regions of CsDMR6 were designed and shown to be identical across all evaluated genotypes. The dual-gRNA cassette was assembled into a CRISPR/Cas9 geminivirus-based vector and transiently delivered into sweet orange leaf tissue via Agrobacterium. GFP fluorescence verified construct expression, and PCR amplification across the target region produced a diagnostic ~447 bp fragment corresponding to the expected ~5.8 kb deletion. Sanger sequencing confirmed precise junction formation between the two cut sites. These results demonstrate efficient large-fragment deletion of CsDMR6 in sweet orange and establish an experimentally validated, genotype-compatible regeneration and editing platform. This study provides a transient validation of the dual-gRNA system and establishes the technical foundation required for future stable, non-transgenic edited lines. Together, these advances support the downstream functional evaluation of CsDMR6 loss-of-function alleles under HLB pressure.

CRISPR/Cas9↗

PubMed2026

abCRISPR: deep learning-based design of abasic gRNA sequences for specific CRISPR-Cas9 genome editing.

SUMMARY: CRISPR-Cas9 has become a widely used tool for genome editing. However, its off-target cleavage caused by partial sequence matches with guide RNAs (gRNAs) remains a critical limitation. Recently, abasic gRNAs (ØXØ) have been developed to enhance target specificity, but their effects vary depending on the positional sequence context. Here, we present abCRISPR, a deep neural network (DNN) framework for the rational design of ØXØ sequences with minimized off-target activity. abCRISPR leverages informative few-shot training with paired datasets of abasic and unmodified gRNAs, using high-quality random mismatch target libraries, exhaustively sequenced for mismatched off-target substrates (n = 97583) in in vitro CRISPR-Cas9 cleavage experiments. Predicted off-target activities for both abasic and unmodified gRNAs showed strong correlation with experimental data (r ≥ 0.95, 10-fold cross-validation). Notably, these comprehensive training sets provide robust ground-truth negatives, enabling accurate and sensitive prediction of off-targets. For unmodified gRNAs, abCRISPR (AUC = 0.98) was validated to outperform existing deep learning-based methods (AUC = 0.45-0.68). When applied to the human genome, abCRISPR generated ØXØ sequences, covering 58 875 004 potent CRISPR-targetable sites with improved target specificity. Together, this work provides a comprehensive bioinformatics resource for safe and precise CRISPR-Cas9 genome editing. AVAILABILITY AND IMPLEMENTATION: The source code for abCRISPR and training data are available at https://doi.org/10.5281/zenodo.20398246. abCRISPR results for the human genome are available at http://clip.korea.ac.kr/abCRISPR/.

Deep Learning↗

PubMed2025

RAPID-DASH: Fast and Efficient Assembly of Guide RNA Arrays for Multiplexed CRISPR-Cas9 Applications.

Guide RNA (gRNA) arrays can enable targeting multiple genomic loci simultaneously using CRISPR-Cas9. In this study, we present a streamlined and efficient method to rapidly construct gRNA arrays with up to 10 gRNA units in a single day. We demonstrate that gRNA arrays maintain robust functional activity across all positions, and can incorporate libraries of gRNAs, combining scalability and multiplexing. Our approach will streamline combinatorial perturbation research by enabling the economical and rapid construction, testing, and iteration of gRNA arrays. To facilitate the adaptation of this approach, we have made a web tool to design oligo sequences necessary to assemble gRNA arrays.

CRISPR-Cas9↗

PubMed2025

Viral viability markers of SARS-CoV-2: a comparison of cell culture, genomic RNA RT-PCR, and subgenomic RNA RT-PCR.

UNLABELLED: Accurate methods to assess viral viability are crucial for determining isolation duration and antiviral therapy in immunocompromised patients. Although cell culture (CC) is the gold standard, it has limitations. Cycle threshold (Ct) values from genomic RNA (gRNA) RT-PCR and subgenomic RNA (sgRNA) RT-PCR have been proposed as markers of active viral replication. This study evaluated the correlation between CC, gRNA Ct values, and sgRNA to identify the best viral viability marker. This study aimed to evaluate the correlation between CC, gRNA Ct values, and sgRNA to identify the best viral viability marker. We conducted a prospective study on immunocompromised patients with suspected SARS-CoV-2 infection at a tertiary hospital (May 2021 to May 2023). Nasopharyngeal swabs were inoculated into Vero E6 cells and tested for gRNA using RT-PCR (Cobas 6800, Roche) and for sgRNA (non-commercial RT-PCR). The sensitivity (S), specificity (SP), positive (PPV) and negative predictive value (NPV), and accuracy were calculated using CC as the gold standard. Among 285 samples from 108 patients, gRNA RT-PCR had high S and NPV (1.0) but low SP (0.24) and moderate PPV (0.63). Ct analysis improved performance in extreme but not intermediate values. A Ct ≤ 30 maximized S but had low SP; Ct ≤ 25 yielded S (0.88), SP (0.89), PPV (0.92), NPV (0.84), and accuracy (0.88); sgRNA showed the highest S (0.99), SP (0.96), PPV (0.97), NPV (0.99), and accuracy (0.98). sgRNA detection is the best marker for identifying viable SARS-CoV-2, aiding decisions on isolation, antiviral treatment, or delaying chemotherapy in immunocompromised patients. IMPORTANCE: Identifying whether a patient still has contagious SARS-CoV-2 is essential for managing isolation, antiviral treatment, and other clinical decisions-especially in immunocompromised individuals. While viral culture is the gold standard for confirming viral viability, it is slow, expensive, and not widely available. Many hospitals rely on RT-PCR tests, but these detect viral genetic material whether or not the virus is still active. This study shows that detecting subgenomic RNA (sgRNA), a molecule only present when the virus is actively replicating, is a highly accurate way, a molecule only present when the virus is actively replicating, is a highly accurate way to determine whether the virus is still viable. Compared to standard PCR or viral culture, sgRNA testing better predicts who is truly infectious. These findings support sgRNA as a useful tool to guide clinical management and infection control in vulnerable patients.

Humans↗

PubMed2026

Minimizing Off-Target Effects of CRISPR-Cas9 With Optimized sgRNA: Evaluation of Efficiency and Specificity in the Tumor Protein 53 (TP53) Region.

CRISPR-Cas9 is a widely used genetic tool with therapeutic potential in molecular biology. CRISPR-Cas9 enables precise genome editing by its ability to target specific DNA sequence. After off-target and on-target regions are identified, CRISPR-Cas9 is applied to these regions based on the match between the guide RNA (gRNA) and target DNA sequence. This study points to the off-target impact of mismatches between the gRNA and target DNA on exon regions of the TP53 gene, which are involved in regulating multiple genes and cellular functions. Off-target positions are typically evaluated using scoring methods. In this study, we have used latent class analysis to reveal subclasses of off-target positions. Thus, we have created the levels of off-target positions and evaluated the effects of mismatching positions within these classes using machine learning classifiers. The results revealed that mismatching positions could be categorized into three levels: low, middle, and high off-target positions. We have improved a computational framework to minimize off-target effects and to identify the PAM sequences in the gRNA design. Thus, carefully designed gRNAs will ensure that desired genetic edits are performed and target variants are achieved. This work will avail the future research aimed at optimizing genome editing by customizing CRISPR-Cas9 to target specific protospacer DNA through gRNA.

CRISPR-Cas Systems↗

PubMed1992

Native mRNA editing complexes from Trypanosoma brucei mitochondria.

The aim of this study was to identify multicomponent complexes involved in kinetoplastid mitochondrial mRNA editing. Mitochondrial extracts from Trypanosoma brucei were fractionated on 10-30% glycerol gradients and assayed for RNAs and activities potentially involved in editing, including pre-edited mRNA, guide RNA (gRNA), endonuclease, terminal uridylyltransferase (TUTase), RNA ligase and gRNA-mRNA chimera-forming activities. These experiments suggest that two distinct editing complexes exist. Complex I (19S) consists of gRNA, TUTase, RNA ligase and chimera-forming activity. Complex II (35-40S) is composed of gRNA, preedited mRNA, RNA ligase and chimera-forming activity. These studies provide the first evidence that editing occurs in a multicomponent complex. The possible roles of complex I, complex II and RNA ligase in editing are discussed.

Animals↗

PubMed2025

Extracellular uncoating of bacteriophage MS2.

In the early stages of infection of its host, Escherichia coli, bacteriophage MS2 sheds its icosahedral protein capsid, after which the single-stranded genomic RNA (gRNA) and maturation protein enter the cell as a complex. Although the steps preceding uncoating, which include the binding of the Mat protein to the extracellular filament F-pilus, have been studied in detail, the uncoating step is not well understood. To study when and where uncoating happens, we image the infection process using fluorescence microscopy, separately labelling the MS2 capsid, its gRNA, and the cells. We do two types of experiments. In the first, we incubate the phage in a nonspecific intercalating dye, and we count the number of uncoated and intact phages before and after adding the labeled phages to cells. In the second, we examine the time course of infection by fixing unlabeled samples at different times after adding the phage, and then we label the MS2 gRNA using amplified fluorescence in situ hybridization. In both cases, we find that uncoating can occur anywhere on the F-pili, and that MS2 usually uncoats at a distance from the cell rather than at the cell surface. While these results do not rule out a current hypothesis that virus particles uncoat when the F-pilus retracts and brings them into contact with the cell body, they demonstrate an alternative, extracellular uncoating pathway. We discuss the possiblity that MS2 may have multiple uncoating pathways, and that the rate of each pathway could reflect a trade-off between different risk factors.

Levivirus↗

PubMed2026

Simulation of CRISPR/Cas9-mediated gene editing for the Vitellogenin gene in Apis mellifera.

CRISPR/Cas9 genome editing provides a powerful framework for interrogating gene function in Apis mellifera. Yet, empirical application remains challenging due to biological constraints, including haplodiploid genetics, narrow embryonic injection window, and the social rearing requirements that complicate functional validation. These constraints necessitate in silico pre-screening to maximize editing success before resource-intensive wet-lab implementation. Within the omnigenic framework, which distinguishes core regulatory genes from peripheral loci buffered by network effects, vitellogenin (Vg) represents an optimal target which is ancestrally dedicated to yolk provisioning; it has been co-opted to orchestrate diverse non-reproductive functions including longevity, stress resistance, immunity, and social behavior. We developed a computational pipeline to design a list of 57 and 56 candidate guide RNAs (gRNA) for targeted Vg knockout, evaluating candidate sites in both functional exons 2 and 3 based on structural accessibility and frameshift efficiency. Comparative analysis revealed complementary strengths in two top-best candidates from initial target pool of predicted gRNAs. The gRNA targeting exon 2 exhibits weaker secondary structure (ΔG = -0.25 kcal/mol versus -2.10 kcal/mol for exon 3), aligning with empirical evidence that sites with ΔG > -1.0 kcal/mol achieve 2-5 × higher Cas9 binding efficiency. This site yielded moderate frameshift frequency (77.8%; 61.9 percentile). Conversely, the predicted editing outcome for the gRNA targeting exon 3, despite stronger structural constraints, demonstrated superior functional disruption metrics demonstrating very high frameshift frequency (88.3%; 95.2 percentile), high in silico editing precision, minimal microhomology-mediated repair bias, and reproducible outcomes wherein nearly all predicted indels disrupt the coding sequence. Protein structure and domain analyses further predict that frameshift edits will generate a truncated protein missing all downstream functional domains. We recommend parallel empirical validation of both exon 2 and exon 3 targets to resolve the trade-off between structural accessibility (favoring higher editing rates) and frameshift efficacy (favoring complete loss-of-function). This dual-target strategy accommodates uncertainty in in vivo performance while maximizing the probability of generating informative phenotypes. Our in silico framework enables rational CRISPR design in non-model organisms by computationally balancing biophysical accessibility with functional impact, accelerating functional genomics in species where empirical optimization faces substantial biological constraints.

Animals↗

PubMed2025

Performance of Subgenomic RT-PCR for Predicting SARS-CoV-2 Infectivity Compared to Genomic RT-PCR and Culture Isolation.

SARS-CoV-2 clinical samples can be detected as positive for a long period of time using real-time RT-PCR, even when patients are no longer infectious. Viral culture is the gold standard for assessing a patient's infectivity, but it is a time-consuming technique and lacks sensitivity. SARS-CoV-2 subgenomic RNA (sgRNA) detection has been used as a proxy for assessing the infectivity but only a limited number of studies have described its use in vitro and in clinical samples. This study aimed to evaluate the correlation between results from viral culture, genomic RT-PCR (gRT-PCR), and subgenomic RT-PCR (sgRT-PCR) during in vitro infection and in clinical samples. In vitro viral replication kinetics showed that both genomic RNA (gRNA) and subgenomic RNA (sgRNA) levels remained stable up to 21 days in the absence of replication-competent virus. Using clinical samples, sgRNA was detected in 87.5% of culture-positive samples, demonstrating better performances than gRT-PCR (Positive predictive value (PPV) 93.3% and Negative predictive value (NPV) of 87.5%) and an almost perfect agreement with culture results (Cohen κ = 0.81 [95% CI: 0.66-0.95]). These findings suggest that testing for sgRNA and/or using a gRNA Ct cut-off of 21.2 could be used as a proxy to determine the presence of SARS-CoV-2 replication-competent virus.

Humans↗

PubMed2027

Systematic Dissection of Key Driver Perturbation Signatures in Single Cells via ECCITE-seq.

CRISPR screens, such as expanded CRISPR-compatible cellular indexing of transcriptomes and epitopes by sequencing (ECCITE-seq), enable the simultaneous measurement of transcriptomes, gRNA identity, and cell-surface protein expression at single-cell resolution to systematically interrogate gene function. This platform provides a powerful and scalable experimental approach for validating disease-associated regulators identified by large-scale association studies and other computational methods, including network-based analyses of multi-omics data. Here, as an example application, we describe an ECCITE-seq framework to characterize the transcriptomic consequences of perturbing multiple neuronal key driver genes associated with Alzheimer's disease (AD) in human-induced pluripotent stem cell (hiPSC)-derived neurons. More broadly, by integrating customized pooled gRNA libraries with different CRISPR effectors across multiple cell types, this approach allows for the assessment of the regulatory impact of candidate genes implicated in development and disease processes.

Humans↗

PubMed2025

Engineered Lactiplantibacillus plantarum and Levilactobacillus brevis utilizing ribonucleoprotein-mediated editing for inactivation of hemolysin gene.

Lactiplantibacillus plantarum and Levilactobacillus brevis are widely used probiotics with significant potential as chassis organisms for probiotic engineering. However, their bioengineering remains underdeveloped compared to that of other probiotic bacteria due to the limited availability of genetic tools. Although CRISPR-Cas systems have shown promise for genome editing in Lactobacillus species, strain- or site-specific targeting challenges must be overcome to enhance their broader applicability. This study aimed to develop a novel editing system with reduced dependency on plasmids and antibiotics in L. plantarum WCFS1, L. plantarum SPC 72 - 1 and L. brevis SPC-SNU 70 - 2 using a Cas9-gRNA ribonucleoprotein (RNP) complex. Although the hlyIII gene has been annotated as a hemolysin-related gene in several Lactobacillus genomes, no functional hemolytic activity has been definitively demonstrated to date. In this study, hlyIII was selected as a target to evaluate genome editing efficiency and to assess its potential relevance to strain safety. To construct ΔhlyIII strains, the RNP complex targeting hlyIII was separately transformed with recombinase RecE/T and double-stranded donor DNA. As a result, ΔhlyIII mutants were obtained under optimized electroporation conditions. Sequencing analysis revealed a 50 bp deletion and the introduction of a stop codon in hlyIII across all mutant strains. The hemolytic activity test showed a reduction in free hemoglobin levels in the ΔhlyIII strains compared to the wild type: 27.0%, 74.3%, and 5.0% in L. plantarum WCFS1, L. plantarum SPC 72 - 1, and L. brevis SPC-SNU 70 - 2, respectively. These results suggest strain-dependent differences in hemolytic activity and indicate that inactivation of hlyIII may contribute to reduced hemolysis, although further validation is needed to clarify its functional role. In conclusion, the hlyIII gene was successfully edited in L. plantarum and L. brevis using Cas9-gRNA ribonucleoprotein-mediated editing, demonstrating the feasibility of this genome editing platform for application in probiotic strains.

Gene Editing↗

PubMed2025

Deciphering estrogen receptor alpha-driven transcription in human endometrial stromal cells via transcriptome, cistrome, and integration with chromatin landscape.

OBJECTIVE: To investigate estrogen receptor gene 1 (ESR1) and estrogen-driven transcription in human endometrial stromal cells. DESIGN: RNA sequencing (RNA-seq) and Cleavage Under Targets and Release Using Nuclease (Cut&Run) were performed on telomerase-immortalized human endometrial stromal cells with Clustered Regularly Interspaced Short Palindromic Repeats-mediated ESR1 activation. Hi-C-based chromatin architecture analysis (H3K27ac HiChIP) was conducted in primary endometrial stromal cells. SUBJECTS: Biopsies from two healthy, reproductive-aged volunteers with regular menstrual cycles and no history of gynecological malignancies. EXPOSURE: The ESR1-activated and control endometrial stromal cells were treated with estradiol (E2) or vehicle. Primary endometrial stromal cells were treated with vehicle or a decidualization cocktail. MAIN OUTCOME MEASURES: Differential gene expression analysis (RNA-seq) identified ligand-independent and -dependent ESR1 activity. Cut&Run profiled ESR1 genomic binding in ESR1-activated cells. H3K27ac HiChIP mapped hormone-induced changes in chromatin looping in primary cells. RESULTS: Among seven tested guide RNAs (gRNA), the ESR1-3 gRNA induced robust ESR1 activation and restored E2 responsiveness. Bulk RNA-seq revealed both ligand-dependent and -independent ESR1 transcriptional programs regulating inflammation, proliferation, and cancer-related pathways. Notably, 72% of differentially expressed genes overlapped with genes active in human endometrial tissue during the proliferative estrogen-dominant phase, supporting their physiological relevance. The Cut&Run-seq identified genome-wide ESR1 binding sites, with most binding sites located at distal regulatory elements. Integration of Cut&Run data with H3K27ac HiChIP chromatin loops linked distal ESR1 binding sites to gene promoters, including genes involved in decidualization (e.g., FOXO1) and endometrial cancer (e.g., ERRFI1, NRIP1, and EPAS1). Functional assays showed that ESR1 promotes cell viability and, in the presence of E2, enhances migration. CONCLUSION: The CRISPR-mediated ESR1 activation restores estrogen responsiveness in endometrial stromal cells. Combined transcriptomic, cistromic, and chromatin architecture analyses reveal ESR1's role in regulating decidualization and inflammation-related gene networks, with relevance to endometrial pathologies including endometrial cancer. This model serves as a powerful tool to study estrogen signaling in endometrial stromal cell biology and related pathologies.

Humans↗

PubMed1992

In vitro guide RNA/mRNA chimaera formation in Trypanosoma brucei RNA editing.

The post-transcriptional processing of various mitochondrial transcripts in kinetoplastids, kRNA editing, adds and removes uridines, producing mature messenger RNAs. This editing seems to be directed by 'guide' RNAs (gRNAs) which are complementary to portions of the mature message. The editing mechanism has been proposed to entail transesterification. Detection of chimaeric gRNA-mRNA molecules, intermediates predicted by transesterification, support this model. We report here the in vitro formation of such chimaeras where endogenous gRNAs are covalently linked to added synthetic mRNA. Addition of gel-purified gRNAs to the standard reaction mix increases chimaera formation. This increase is not observed when the gRNA 3'-hydroxyl group is chemically modified, identifying this terminal hydroxyl as the reactive group. These results provide the first experimental evidence for an in vitro RNA editing event and support the involvement of transesterification as a chemical mechanism.

Animals↗

PubMed2026

Towards efficient perturbation for the noncoding genome.

Deciphering the functionality of the noncoding genome, which includes important cis-regulatory elements (CREs) and transcribed noncoding RNA genes, remains technically challenging. Here, using massively parallel genetic screening, we systematically benchmark the performance of five representative loss-of-function perturbation tools, including single-guide RNA (gRNA) mediated SpCas9 cleavage or CRISPR interference, and paired gRNA (pgRNA) involved dual-SpCas9, Big Papi (paired SpCas9 and SaCas9) or dual-enAsCas12a fragment deletion methods, in decoding the roles of the noncoding genome. For targeting CREs such as enhancers, dual-SpCas9 outperforms other methods with superior efficiency in destroying functional genomic regions. For perturbing noncoding RNA genes, in addition to dual-SpCas9, other RNA-targeting methods such as RNA interference are recommended to discriminate transcript-dependent or -independent roles. A deep learning model, DeepDC, with an associated web server, is built to facilitate optimal dual-SpCas9 pgRNA design for efficiently deleting a genomic fragment. Together, our work provides practical guidance on selecting appropriate loss-of-function tools to resolve the functional complexity of the noncoding genome.

CRISPR-Cas Systems↗

PubMed1992

Formation of guide RNA/messenger RNA chimeric molecules in vitro, the initial step of RNA editing, is dependent on an anchor sequence.

Synthetic pre-edited messenger RNA (mRNA) and guide RNA (gRNA) for the 5'-edited maxicircle-encoded ND7 cryptogene from Leishmania tarentolae formed chimeric molecules upon incubation in the presence of a mitochondrial extract. These chimeric molecules consisted of the gRNAs covalently linked to the mRNAs by short oligo(U) tails at normal editing sites in most cases. Unlike the previously reported chimeras present in steady-state kinetoplast RNA, the in vitro-synthesized chimeras showed no editing of downstream editing sites. The synthesis of chimeric RNAs required ATP and was dependent on the formation of a gRNA/mRNA anchor duplex 3' of the pre-edited region, as shown by in vitro mutagenesis of the mRNA and the gRNA. mRNA sequences 3' and 5' of the pre-edited region also affected the efficiency of the chimera-forming activity. This in vitro system may accurately represent the initial step in RNA editing.

Animals↗