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At least 181 records · Page 10Linked to original sources
PubMed2005

Design of siRNAs producing unstructured guide-RNAs results in improved RNA interference efficiency.

In RNA interference (RNAi), guide RNAs direct RNA-induced silencing complexes (RISC) to their mRNA targets, thus enabling the cleavage that leads to gene silencing. We describe a strong inverse correlation between the degree of guide-RNA secondary structure formation and gene silencing by small interfering (si)RNA. Unstructured guide strands mediate the strongest silencing whereas structures with base-paired ends are inactive. Thus, the availability of terminal nucleotides within guide structures determines the strength of silencing. A to G and C to U base exchanges, which involve wobble base-pairing with the target but preserve complementarity, turned inactive into active guide structures, thereby expanding the space of functional siRNAs. Previously observed base degenerations among mature micro (mi)RNAs together with the data presented here suggest a crucial role of the guide-RNA structures in miRNA action. The analysis of the effect of the secondary structures of guide-RNA sequences on RNAi efficiency provides a basis for better understanding RNA silencing pathways and improving the design of siRNAs.

Algorithms↗
PubMed2026

CROP: a feature-independent context-aware method for CRISPR-Cas9 frameshift prediction.

MOTIVATION: The CRISPR-Cas9 complex has revolutionized genome-editing technologies. By designing a 20 nt-long guide RNA, a Cas9 nuclease can be guided to cleave almost any genomic target site (followed by NGG). The cleavage induces double-stranded DNA breaks, which are then repaired by cellular pathways. Accurate CRISPR-Cas9 repair-outcome prediction is essential for designing guide RNAs with desired genomic effects, such as gene knockout. A central challenge is quantifying the rate of frameshifts, i.e. repair-outcomes that lead to a change in the local length that is not a multiple of three. Previous methods for frameshift-rate prediction were trained on only a few experimental or cellular contexts, mostly relied on manually defined microhomology features, and were limited by sparse features and class labels. RESULTS: We developed CROP, a feature-independent context-aware repair-outcome prediction method. By aggregating specific repair outcomes as Δlength classes, CROP overcomes class sparsity. We designed CROP to work with variable input sequence lengths and output classes to utilize multiple datasets simultaneously. We benchmarked CROP against state-of-the-art repair-outcome prediction methods over 18 datasets, which we curated and standardized from various studies. Across all datasets, CROP outperformed all competing methods in frameshift-rate prediction. We performed cross-experiment and cross-cellular frameshift-rate predictions to investigate the generalizability of repair mechanisms. Finally, we show that CROP learned microhomology principles from raw sequences without explicit feature engineering, establishing an end-to-end architecture for CRISPR-Cas9 repair-outcome prediction that learns from multiple datasets. AVAILABILITY AND IMPLEMENTATION: CROP is available at https://github.com/OrensteinLab/CROP.

CRISPR-Cas Systems↗
PubMed2004

The structure and replication of kinetoplast DNA.

Kinetoplast DNA (kDNA), the mitochondrial DNA of flagellated protozoa of the order Kinetoplastida, is unique in its structure, function and mode of replication. It consists of few dozen maxicircles, encoding typical mitochondrial proteins and ribosomal RNA, and several thousands minicircles, encoding guide RNA molecules that function in the editing of maxicircles mRNA transcripts. kDNA minicircles and maxicircles in the parasitic species of the family Trypanosomatidae are topologically linked, forming a two dimensional fishnet-type DNA catenane. Studies of early branching free-living and parasitic species of the Bodonidae family revealed various other forms of this remarkable DNA structure and suggested the evolution of kDNA from unlinked DNA circles and covalently-linked concatamers into a giant topological catenane. The replication of kDNA occurs during nuclear S phase and includes the duplication of free detached minicircles and catenated maxicircle and the generation of two progeny kDNA networks that segregate upon cell division. Recent reports of sequence elements and specific proteins that regulate the periodic expression of replication proteins advanced our understanding of the mechanisms that regulate the temporal link between mitochondrial and nuclear DNA synthesis in trypanosomatids. Studies on kDNA replication enzymes and binding proteins revealed their remarkable organization in clusters at defined sites flanking the kDNA disk, in correlation with the progress in the cell cycle and the process of kDNA replication. In this review I describe the recent advances in the study of kDNA and discuss some of the major challenges in deciphering the structure, replication and segregation of this remarkable DNA structure.

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↗
PubMed2025

Preparation of high-purity RNPs of CRISPR-based DNA base editors.

Since their introduction, CRISPR-based DNA base editors (BEs) have become essential in the field of precision genome editing, revolutionizing the correction of pathogenic SNPs for both basic research and therapeutic applications. As this technology advances, more laboratories are implementing these tools into their workflow. The delivery of BEs as BE-guide RNA complexes (RNPs), rather than as mRNA or plasmids, has been shown to exhibit lower off-target effects, establishing it as the preferred method of delivery. However, there are no protocols describing in detail how to obtain high-purity and highly active BE RNPs. Here, we offer a comprehensive guide for the expression, purification, RNP reconstitution, and in vitro activity assessment of TadA-based BEs. The protocol includes guidance on performing activity assays using commercial denaturing gels, which is convenient and uses standard molecular biology equipment. This allows for rapid quality control testing of reconstituted BE RNPs prior to more expensive and time-consuming in vivo genome editing experiments. Overall, this protocol aims to empower more laboratories to generate tailored BE RNPs for diverse in vitro and in vivo applications.

Gene Editing↗
PubMed1996

PairWise and SearchWise: finding the optimal alignment in a simultaneous comparison of a protein profile against all DNA translation frames.

DNA translation frames can be disrupted for several reasons, including: (i) errors in sequence determination; (ii) RNA processing, such as intron removal and guide RNA editing; (iii) less commonly, polymerase frameshifting during transcription or ribosomal frameshifting during translation. Frameshifts frequently confound computational activities involving homologous sequences, such as database searches and inferences on structure, function or phylogeny made from multiple alignments. A dynamic alignment algorithm is reported here which compares a protein profile (a residue scoring matrix for one or more aligned sequences) against the three translation frames of a DNA strand, allowing frameshifting. The algorithm has been incorporated into a new package, WiseTools, for comparison of biological sequences. A protein profile can be compared against either a DNA sequence or a protein sequence. The program PairWise may be used interactively for alignment of any two sequence inputs. SearchWise can perform combinations of searches through DNA or protein databases by a protein profile or DNA sequence. Routine application of the programs has revealed a set of database entries with frameshifts caused by errors in sequence determination.

Algorithms↗
PubMed2024

Global quantification of off-target activity by base editors.

Base editors are engineered deaminases combined with CRISPR components. These engineered deaminases are designed to target specific sites within DNA or RNA to make a precise change in the molecule. In therapeutics, they hold promise for correcting mutations associated with genetic diseases. However, a key challenge is minimizing unintended edits at off-target sites, which could lead to harmful mutations. Researchers are actively addressing this concern through a variety of optimization efforts that aim to improve the precision of base editors and minimize off-target activity. Here, we examine the various types of off-target activity, and the methods used to evaluate them. Current methods for finding off-target activity focus on identifying similar sequences in the genome or in the transcriptome, assuming the guide RNA misdirects the editor. The main method presented here, that was originally developed to quantify editing levels mediated by the ADAR enzyme, takes a different approach, investigating the inherent activity of base editors themselves, which might lead to off-target edits beyond sequence similarity. The editing index tool quantifies global off-target editing, eliminates the need to detect individual off-target sites, and allows for assessment of the global load of mutations.

Gene Editing↗
PubMed1998

The mitochondrial ND8 gene from Crithidia oncopelti is not pan-edited.

RNA editing in trypanosomatid mitochondria is a process involving the insertion and deletion of uridine residues within the coding region of maxicircle messenger RNA transcripts. Twelve of the 17 known genes need editing to produce functional molecules. We have analyzed the predicted editing sites for the Crithidia oncopelti mitochondrial NADH-ubiquinone oxidoreductase subunit 8 (ND8) gene based on known mRNAs from other trypanosomatid species. All studied ND8 mRNAs undergo editing throughout the coding (and 3' noncoding) sequences (pan-editing). The 5' part of the C. oncopelti ND8 gene undergoes editing (like in Leishmania tarentolae and Trypanosoma brucei) while the 3' part of the pre-edited gene corresponds to the 3' part of edited ND8 mRNAs from other organisms. The organization of the ND8 gene in C. oncopelti mitochondrial DNA differs from all organisms investigated so far -- this gene is not pan-edited. We have also localized the guide RNA for cytochrome b between 9S rRNA and the ND8 gene. This RNA shows high homology to the gCYb-II gene of L. tarentolae and the gCyb gene of Crithidia fasciculata. A hypothetical editing pattern for the cytochrome b gene in C. oncopelti maxicircles is proposed.

Amino Acid Sequence↗
PubMed2025

General and robust sample preparation strategies for cryo-EM studies of CRISPR-Cas9 and Cas12 enzymes.

Cas9 and Cas12 are RNA-guided DNA endonucleases derived from prokaryotic CRISPR-Cas adaptive immune systems that have been repurposed as versatile genome-engineering tools. Computational mining of genomes and metagenomes has expanded the diversity of Cas9 and Cas12 enzymes that can be used to develop versatile, orthogonal molecular toolboxes. Structural information is pivotal to uncovering the precise molecular mechanisms of newly discovered Cas enzymes and providing a foundation for their application in genome editing. In this chapter, we describe detailed protocols for the preparation of Cas9 and Cas12 enzymes for cryo-electron microscopy. These methods will enable fast and robust structural determination of newly discovered Cas9 and Cas12 enzymes, which will enhance the understanding of diverse CRISPR-Cas effectors and provide a molecular framework for expanding CRISPR-based genome-editing technologies.

Cryoelectron Microscopy↗
PubMed2025

Integration of therapeutic cargo into the human genome with programmable type V-K CAST.

CRISPR-associated (Cas) transposases (CAST) are RNA-guided systems capable of programmable integration of large segments of DNA without creating double-strand breaks. Engineered Cascade CAST function in human cells but are challenging to deploy due to the complexity of the targeting components. Unlike Cascade, which require three Cas proteins, type V-K CAST require a single Cas12k effector for targeting. Here, we show that compact type V-K CAST from uncultivated microbes are repurposable for programmable DNA integration into the genome of human cells. Engineering for nuclear localization and function enables integration of a therapeutically relevant transgene at a safe-harbor site in multiple human cell types. Notably, off-targets are rare events reproducibly found in specific genomic regions. These CAST advancements are expected to accelerate applications of genome editing to therapeutic development, biotechnology, and synthetic biology.

Humans↗
PubMed2026

Stepwise DNA-unwinding gates TnpB genome-editing activity.

TnpB is a compact RNA-guided endonuclease and an evolutionary ancestor of CRISPR-Cas12 that offers a promising platform for genome engineering. However, the genome-editing activity of TnpBs remains limited, and its underlying determinants are poorly understood. Here, we used biochemical and single-molecule assays to examine the DNA-unwinding mechanism of Youngiibacter multivorans TnpB (Ymu1 TnpB). DNA unwinding proceeds through a discrete, long-lived, partially unwound intermediate state before reaching a fully unwound open state. The open state forms inefficiently and collapses readily in the absence of negative supercoiling. An optimized variant, H4W-L304F-V305R (Ymu1-WFR), stabilizes formation of both the intermediate and open states, resulting in enhanced DNA cleavage in vitro and increased genome editing in plants. These findings identify the physical basis for the observed minimal activities of natural TnpBs, revealing how stabilizing specific unwinding states enables efficient DNA targeting.

Gene Editing↗
PubMed2004

Sequential 2'-O-methylation of archaeal pre-tRNATrp nucleotides is guided by the intron-encoded but trans-acting box C/D ribonucleoprotein of pre-tRNA.

Haloferax volcanii pre-tRNA(Trp) processing requires box C/D ribonucleoprotein (RNP)-guided 2'-O-methylation of nucleotides C34 and U39 followed by intron excision. Positioning of the box C/D guide RNA within the intron of this pre-tRNA led to the assumption that nucleotide methylation is guided by the cis-positioned box C/D RNPs. We have now investigated the mechanism of 2'-O-methylation for the H. volcanii pre-tRNA(Trp) in vitro by assembling methylation-competent box C/D RNPs on both the pre-tRNA and the excised intron (both linear and circular forms) using Methanocaldococcus jannaschii box C/D RNP core proteins. With both kinetic studies and single nucleotide substitutions of target and guide nucleotides, we now demonstrate that pre-tRNA methylation is guided in trans by the intron-encoded box C/D RNPs positioned in either another pre-tRNA(Trp) or in the excised intron. Methylation by in vitro assembled RNPs prefers but does not absolutely require Watson-Crick pairing between the guide and target nucleotides. We also demonstrate for the first time that methylation of two nucleotides guided by a single box C/D RNA is sequential, that is, box C'/D' RNP-guided U39 methylation first requires box C/D RNP-guided methylation of C34. Methylation of the two nucleotides of exogenous pre-tRNA(Trp) added to an H. volcanii cell extract also occurs sequentially and is also accomplished in trans using RNPs that pre-exist in the extract. Thus, this trans mechanism is analogous to eukaryal pre-rRNA 2'-O-methylation guided by intron-encoded but trans-acting box C/D small nucleolar RNPs. This trans mechanism could explain the observed accumulation of the excised H. volcanii pre-tRNA(Trp) intron in vivo. A trans mechanism would also eliminate the obligatory refolding of the pre-tRNA that would be required to carry out two cis-methylation reactions before pre-tRNA splicing.

Archaeal Proteins↗
PubMed1993

RNA editing as a source of genetic variation.

Kinetoplastid RNA editing alters mitochondrial RNA transcripts by addition and deletion of uridine residues, producing open reading frames that may be twice as long as the original RNA. Although the COIII gene encoding cytochrome c oxidase subunit III in Trypanosoma brucei is edited along its entire length, the presumably homologous genes in two related trypanosomes, Leishmania tarentolae and Crithidia fasciculata, are only modestly edited at their 5' ends. We used a comparative approach to investigate the evolution of an edited gene and to determine how well editing creates conserved protein sequences. As RNA editing probably involves the pairing of several guide RNA molecules with the messenger RNA, we expected the edited proteins to be resistant to evolutionary change. Here we report that RNA editing is extensive in the mitochondria of four species of the insect parasite Herpetomonas, which is possibly an evolutionary precursor of T. brucei and L. tarentolae, and the discovery that RNA editing is a novel source of frameshift mutations over evolutionary time. The edited proteins accumulate mutations nearly twice as rapidly as the unedited versions.

Animals↗
PubMed2004

Viral virulence protein suppresses RNA silencing-mediated defense but upregulates the role of microrna in host gene expression.

Small interfering RNAs (siRNAs) and microRNAs (miRNAs) are processed by the ribonuclease Dicer from distinct precursors, double-stranded RNA (dsRNA) and hairpin RNAs, respectively, although either may guide RNA silencing via a similar complex. The siRNA pathway is antiviral, whereas an emerging role for miRNAs is in the control of development. Here, we describe a virulence factor encoded by turnip yellow mosaic virus, p69, which suppresses the siRNA pathway but promotes the miRNA pathway in Arabidopsis thaliana. p69 suppression of the siRNA pathway is upstream of dsRNA and is as effective as genetic mutations in A. thaliana genes involved in dsRNA production. Possibly as a consequence of p69 suppression, p69-expressing plants contained elevated levels of a Dicer mRNA and of miRNAs as well as a correspondingly enhanced miRNA-guided cleavage of two host mRNAs. Because p69-expressing plants exhibited disease-like symptoms in the absence of viral infection, our findings suggest a novel mechanism for viral virulence by promoting the miRNA-guided inhibition of host gene expression.

Arabidopsis↗
PubMed2003

Intracellular mRNA cleavage by 3' tRNase under the direction of 2'-O-methyl RNA heptamers.

Mammalian tRNA 3' processing endoribonuclease (3'-tRNase) can cleave any RNA at any site under the direction of small guide RNA (sgRNA) in vitro. sgRNAs can be as short as heptamers, which are much smaller than small interfering RNAs of approximately 21 nt. Together with such flexibility in substrate recognition, the ubiquity and the constitutive expression of 3'-tRNase have suggested that this enzyme can be utilized for specific cleavage of cellular RNAs by introducing appropriate sgRNAs into living cells. Here we demonstrated that the expression of chloramphenicol acetyltransferase can be downregulated by an appropriate sgRNA which is introduced into Madin-Darby canine kidney epithelial cells as an expression plasmid or a synthetic 2'-O-methyl RNA. We also showed that 2'-O-methyl RNA heptamers can attack luciferase mRNAs with a high specificity and induce 3'-tRNase-mediated knock-down of the mRNAs in 293 cells. Furthermore, the MTT cell viability assay suggested that an RNA heptamer can downregulate the endogenous Bcl-2 mRNA in Sarcoma 180 cells. This novel sgRNA/3'-tRNase strategy for destroying specific cellular RNAs may be utilized for therapeutic applications.

Animals↗
PubMed2004

Mechanisms of gene silencing by double-stranded RNA.

Double-stranded RNA (dsRNA) is an important regulator of gene expression in many eukaryotes. It triggers different types of gene silencing that are collectively referred to as RNA silencing or RNA interference. A key step in known silencing pathways is the processing of dsRNAs into short RNA duplexes of characteristic size and structure. These short dsRNAs guide RNA silencing by specific and distinct mechanisms. Many components of the RNA silencing machinery still need to be identified and characterized, but a more complete understanding of the process is imminent.

Animals↗
PubMed2004

The N-terminal half-domain of the long form of tRNase Z is required for the RNase 65 activity.

Transfer RNA (tRNA) 3' processing endoribonuclease (tRNase Z) is an enzyme responsible for the removal of a 3' trailer from pre-tRNA. There exists two types of tRNase Z: one is a short form (tRNase ZS) that consists of 300-400 amino acids, and the other is a long form (tRNase ZL) that contains 800-900 amino acids. Here we investigated whether the short and long forms have different preferences for various RNA substrates. We examined three recombinant tRNase ZSs from human, Escherichia coli and Thermotoga maritima, two recombinant tRNase ZLs from human and Saccharomyces cerevisiae, one tRNase ZL from pig liver, and the N- and C-terminal half regions of human tRNase ZL for cleavage of human micro-pre-tRNA(Arg) and the RNase 65 activity. All tRNase ZLs cleaved the micro-pre-tRNA and showed the RNase 65 activity, while all tRNase ZSs and both half regions of human tRNase ZL failed to do so with the exception of the C-terminal half, which barely cleaved the micro-pre-tRNA. We also show that only the long forms of tRNase Z can specifically cleave a target RNA under the direction of a new type of small guide RNA, hook RNA. These results indicate that indeed tRNase ZL and tRNase ZS have different substrate specificities and that the differences are attributed to the N-terminal half-domain of tRNase ZL. Furthermore, the optimal concentrations of NaCl, MgCl2 and MnCl2 differed between tRNase ZSs and tRNase ZLs, and the K(m) values implied that tRNase ZLs interact with pre-tRNA substrates more strongly than tRNase ZSs.

Amino Acid Sequence↗
PubMed2002

The expanding snoRNA world.

In eukaryotes, the site-specific formation of the two prevalent types of rRNA modified nucleotides, 2'-O-methylated nucleotides and pseudouridines, is directed by two large families of snoRNAs. These are termed box C/D and H/ACA snoRNAs, respectively, and exert their function through the formation of a canonical guide RNA duplex at the modification site. In each family, one snoRNA acts as a guide for one, or at most two modifications, through a single, or a pair of appropriate antisense elements. The two guide families now appear much larger than anticipated and their role not restricted to ribosome synthesis only. This is reflected by the recent detection of guides that can target other cellular RNAs, including snRNAs, tRNAs and possibly even mRNAs, and by the identification of scores of tissue-specific specimens in mammals. Recent characterization of homologs of eukaryotic modification guide snoRNAs in Archaea reveals the ancient origin of these non-coding RNA families and offers new perspectives as to their range of function.

Animals↗