BMB Reports 2024; 57(1): 40-49  https://doi.org/10.5483/BMBRep.2023-0050
Harnessing CRISPR-Cas adaptation for RNA recording and beyond
Gyeong-Seok Oh1,# , Seongjin An1,2,# & Sungchul Kim1,*
1Center for RNA Research, Institute for Basic Science, Seoul 08826, 2Department of Life Sciences, School of Life Sciences and Biotechnology, Korea University, Seoul 02841, Korea
Correspondence to: Tel: +82-2-880-6278; Fax: +82-2-887-0244; E-mail: sungchulkim.kr@gmail.com
#These authors contributed equally to this work.
Received: April 3, 2023; Revised: April 4, 2023; Accepted: April 4, 2023; Published online: January 3, 2024.
© Korean Society for Biochemistry and Molecular Biology. All rights reserved.

cc This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
ABSTRACT
Prokaryotes encode clustered regularly interspaced short palindromic repeat (CRISPR) arrays and CRISPR-associated (Cas) genes as an adaptive immune machinery. CRISPR-Cas systems effectively protect hosts from the invasion of foreign enemies, such as bacteriophages and plasmids. During a process called ‘adaptation’, non-self-nucleic acid fragments are acquired as spacers between repeats in the host CRISPR array, to establish immunological memory. The highly conserved Cas1-Cas2 complexes function as molecular recorders to integrate spacers in a time course manner, which can subsequently be expressed as crRNAs complexed with Cas effector proteins for the RNA-guided interference pathways. In some of the RNA-targeting type III systems, Cas1 proteins are fused with reverse transcriptase (RT), indicating that RT-Cas1-Cas2 complexes can acquire RNA transcripts for spacer acquisition. In this review, we summarize current studies that focus on the molecular structure and function of the RT-fused Cas1-Cas2 integrase, and its potential applications as a directional RNA-recording tool in cells. Furthermore, we highlight outstanding questions for RT-Cas1-Cas2 studies and future directions for RNA-recording CRISPR technologies.
Keywords: Cas1-Cas2, CRISPR adaptation, CRISPR-Cas, RNA recording, RT-fused Cas1
CLASSIFICATION OF CRISPR-CAS SYSTEMS

CRISPR-Cas systems are diverse prokaryotic RNA-guided adaptive immune machineries that provide protection against invasions by ‘mobile genetic elements’ (MGEs), such as plasmids, viruses, and transposons, in ∼40% of bacteria and ∼90% of archaea (1-4). All CRISPR-Cas systems follow three basic steps for inheritable immunity against harmful MGEs (Fig. 1A). First, during the ‘adaptation’ (also referred to as spacer acquisition) step, foreign DNA or RNA fragments are captured, and integrated between repeats in host CRISPR arrays, updating an inheritable memory, called a spacer, for future encounters (3, 5-8). In the ‘expression’ step, integrated spacers are transcribed into a single, long precursor CRISPR RNA (pre-crRNA), and further processed into mature crRNAs. The crRNAs are assembled into a Cas effector, becoming a surveillance ribonucleoprotein complex, such as type I Cascade, type II Cas9, type V Cas12, and type VI Cas13 effectors. During the final ‘interference’ step, target binding with an effector-crRNA complex through R-loop formation results in target cleavage and degradation of the invading threat (Fig. 1A) (1, 9-12).

CRISPR-Cas systems are divided into two major classes that display distinctly different architectures of their effector modules related to crRNA processing and interference (Fig. 1B). Class 1 CRISPR-Cas systems are comprised of types I, III, and IV, and are further divided into 16 subtypes, while class 2 CRISPR-Cas systems include types II, V, and VI, and divided into 17 subtypes (13). Class 1 systems encode effector Cas modules as multi-subunit proteins, such as Cascade in type I, Csm complex in type III-A, and Cmr complex in type III-B systems. Additional Cas proteins often contribute to pre-crRNA processing or interference steps in many subtypes. In contrast, class 2 systems consist of a single, multi-domain, and large crRNA-binding protein, such as Cas9 in type II systems, Cas12 in type V systems, and Cas13 in type VI systems. These effector complexes usually exhibit an all-in-one activity for target interference, as well as pre-crRNA processing in some variants.

Likewise, two strategies exist for abortive infection by MGEs, and are utilized depending on the type of effector complex (14). In types I, II, IV, and V CRISPR-Cas systems, DNA-targeting effector complexes directly destroy invading DNA via crRNA-guided cleavage. Target DNA binding in these types leads to the activation of the DNase activity of the effector complex, resulting in specific degradation of the target DNA to circumscribe infection. Types III and VI CRISPR-Cas systems utilize RNA-targeting effector complexes. Here, the effector modules are activated upon RNA binding, leading to the RNase activity that cleaves the target RNA. Other accessory Cas proteins can also be involved in combating the invader via the activation of protease-mediated cascade pathways (e.g., TPR-CHAT/Csx29 in type III-E) (15-22), or collateral RNase activity (e.g., Csm6 in type III-A) (Fig. 1B) (23, 24). This can result in the indirect inhibition of infection through cellular signaling pathways, which leads to the activation of downstream defense genes.

RNA-TARGETING CRISPR-CAS SYSTEMS

Despite their evolutionary distance and structural differences, Type III and VI CRISPR-Cas systems exhibit the common features of acquiring, sensing, and cleaving target RNA molecules for (adaptive) immunity. Type III CRISPR-Cas systems, believed to be the oldest member of the CRISPR-Cas family (25, 26), are further classified into six different annotated subtypes: III-A to III-F (13). Type III CRISPR-Cas systems account for 25% of the total CRISPR-Cas loci in bacteria, and 34% in archaea (27). Class 1 Type III CRISPR-Cas effector complexes generally consist of multiple subunits Csm2, Csm3, Csm4 and Csm5 in types III-A and III-D, and Cmr1, Cmr3, Cmr4, Cmr5, and Cmr6 in types III-B and III-C, to name a few (11, 28-31). Of these, the signature Cas10 subunit, also referred to as Csm1 in types III-A and III-D, and Cmr2 in types III-B and III-C, is typically complexed with the main effector complex. Upon target RNA binding, the conformational change of the Cas10 subunit provides a DNase activity for proximal ssDNA cleavage in co-transcriptional R-loops, and an ATP cyclase activity for the generation of cyclic oligoadenylates as secondary messengers that activate Csm6 protein for collateral RNA degradation. In comparison, the type III-E and III-F systems lack Cas10 subunit. Of these, a recently reported type III-E effector, known as gRAMP (also called Cas7-11) has a unique architecture that comprises subunits fused together as single protein, resembling effectors in class 2 systems (15, 16, 21, 32-35). The gRAMP effector is complexed with a TPR-CHAT (also known as Csx29) subunit, which is a caspase-like peptidase that can cleave the Csx30 upon RNA binding to activate the CRISPR-associated sigma factor RpoE for cell cycle retardation or cell death.

On the other hand, the type VI CRISPR-Cas system has a single multidomain protein Cas13 as a signature effector protein. It acts in both crRNA processing and target RNA recognition and cleavage for the immune response (36-39). Six different type VI subtypes, types VI-A to VI-D, Cas13X, and Cas13Y, have so far been identified (13, 40). All Cas13 proteins in type VI subtypes contain two HEPN domains that are critical for RNA-mediated target surveillance. Upon target RNA loading, the conformational change activates the RNase activity in HEPN domains, resulting in target RNA cleavage, as well as collateral subversion of bystander RNA hydrolysis, which establish broad and nonspecific immunity (37, 41, 42).

The RNA targeting CRISPR-Cas systems described above require a mechanism to distinguish self from non-self. For discriminating between self and non-self, DNA targeting CRISPR-Cas effectors recognize a small RNA sequence motif called protospacer adjacent motif (PAM), to position a target sequence in MGEs (43). The absence of PAMs in the spacer flanking repeat sequences prevents self-recognition, thereby inhibiting autoimmunity. In contrast, the catalytic activity of type III and VI CRISPR-Cas effectors can be regulated by the recognition of a small RNA sequence next to a target RNA sequence derived from a repeat portion, referred to as protospacer flanking site (PFS) (44-46). While a PAM binding leads to the activation of DNA targeting effectors, a mismatch in PFS with a crRNA primes RNA targeting effector for non-self RNA targeting, preventing toxic, nonspecific targeting of self-transcripts. In other words, autoimmune response can occur by signifying self-transcripts through complementarity of the crRNA to the PFS in the antisense CRISPR array transcript.

CRISPR ADAPTATION BY CAS1-CAS2

How do bacteria or archaea archive and remember previous invaders? This process occurs during the ‘adaptation’ step. In DNA-targeting CRISPR-Cas systems, the highly conserved Cas1-Cas2 complex mediates spacer acquisition derived from DNA, and integrates them into the CRISPR array (Fig. 1A) (47-49). Cas1-Cas2 complex forms a heterohexameric Cas1 (4)– Cas2 (2) complex (Fig. 2A, B) (3, 5, 47, 48, 50-54). In vivo studies on spacer acquisition suggest that Cas1-Cas2 complex identifies suitable prespacers based on the PAM, which is also a prerequisite for the CRISPR-interference stage of immunity (55-57). Structural studies on the E. coli type I-E Cas1-Cas2 complex have demonstrated that the C terminal tail of the Cas1 subunit is responsible for PAM recognition (47, 52). In contrast, Cas1-Cas2 complexes in some type I systems, except type I-E and I-F systems, use an additional adaptation factor, called Cas4, for PAM recognition (58-61). Although the Cas1-Cas2 complex preferentially integrates partial duplex DNAs harboring single-stranded 3’ overhangs in vitro (47, 52, 62), a single-molecule study showed that the Cas1-Cas2 complex actually binds to a single strand of DNA containing a PAM sequence in more favorable manner, suggesting that the annealing of complementary ssDNA facilitates the generation of a suitable substrate comprising a PS duplex with 3’ overhangs (63). In most type II systems, Cas9 and Csn2, together with a Cas1-Cas2 heterohexamer, play a role in PAM recognition, although the precise mechanism remains to be investigated (64-67). During DNA adaptation, the Cas1-Cas2 complex controls the correct orientation of integrated spacers through asymmetric prespacer trimming in a delayed PAM trimming mode by DnaQ enzymes, or Cas4 endonuclease itself (59, 63, 68).

IDENTIFICATION OF RT-FUSED CAS1 IN TYPE III CRISPR-CAS SYSTEMS

For type III and VI CRISPR-Cas systems, the possibility of spacer acquisition derived from RNA by type III and VI CRISPR systems has been raised, as in addition to DNA, these can target RNA (49). Interestingly, some bacteria harboring type III CRISPR-Cas systems have Cas1 fused with reverse transcriptase (RT), and these RT domains have been thought to be related to RTs known as group II introns (Fig. 3A) (49, 69-72). Several Cas1s and associated RTs in type III CRISPR systems even seem to have co-evolved (70, 72, 73). Specifically, 537 sequences were analyzed in a comprehensive analysis to elucidate the origin and relationship between RTs and the associated CRISPR-Cas system, and found that cases of RTs related to Cas1 loci were more prevalent in bacteria (11 clades) than archaea (only 1 clade) (Fig. 3B). Since Cas1 proteins mediate spacer acquisition together with Cas2 subunits in a heterohexameric complex, it has been suggested that an RT domain would be required for direct spacer acquisition from RNA (69). RT-Cas1 fusion proteins were also identified in type VI-A CRISPR-Cas systems (74). In this study, two variant type VI-A systems were assumed to be evolved independently to fuse Cas1 proteins with RTs possibly derived from type III-A and III-D systems. Moreover, in addition to the RT domain fused with Cas1, in many variants the Cas6 endoribonuclease domains are also N-terminally fused to RT-Cas1 parts (Fig. 3B) (13, 73, 75, 76). The role of Cas6 protein has been well established as an effector protein directly required for processing pre-crRNA (77), while Mohr et al. proved that the Cas6 domain fused with RT-Cas1 is also involved in RNA spacer acquisition (76).

STRUCTURE OF THE RT-FUSED CAS1-CAS2 COMPLEX

Determining the structure of a protein complex provides a detailed understanding of its molecular mechanism. To this end, Wang et al. recently revealed the entire cryo-EM structure of type III Cas6-RT-Cas1-Cas2 complex in a naturally occurring Thiomicrospira (Thio) species (Fig. 2C) (78). Despite the authors’ effort to characterize the DNA-bound complex, which combines purified Cas6-RT-Cas1-Cas2 proteins together with a DNA substrate designed to resemble a half-site integration intermediate, only the DNA-unbound structure (apo–Cas6-RT-Cas1-Cas2 complex) was solved. This structure of Thio apo–Cas6-RT-Cas1-Cas2 complex is heterohexameric, and consists of two distal Cas6-RT-Cas1 dimers and a central Cas2 dimer, like typical Cas1-Cas2 integrases (Fig. 2A-C) (48, 79-81). Thio Cas6–RT-Cas1-Cas2 complexes are distinguishable from those of E. coli Cas1-Cas2 in some respects (or aspects of their structure). For example, in the E. coli Cas1-Cas2 complex, two positively charged regions in the DNA binding cleft and Cas2 dimer are critical for prespacer binding, enabling the intrinsic ruler mechanism (47, 52). Although similar charged regions are located on the Cas1 domains and Cas2 subunits in the Cas6–RT-Cas1-Cas2 complex, Cas2 dimers and one Cas1 dimer are rotated further away from another Cas1 dimer, resulting in an altered dimer interface. The authors also reported that three active sites of Cas1-Cas2 integrase, RT, and Cas6 maturase are in close contact, implying that functional crosstalk is tightly coordinated (Fig. 2C). Furthermore, the RT domain of Cas6-RT-Cas1 resembles other RTs, such as retroviral and group II intron RTs (Fig. 2D) (82, 83), implying that the integration process by Cas6-RT-Cas1-Cas2 could be followed by the target-primed reverse transcription, similar to the retro-homing mechanism of group II introns.

In an alternative approach, Mohr et al. revealed a truncated mutant structure of the Cas6 maturase domain of Marinomonas mediterranea (MMB-1) type III-B Cas6–RT-Cas1-Cas2 (Fig. 2E) (84). The structure of the Cas6 from MMB-1 was superimposed onto that from Thio, showing overall good alignment, except for differences in the β-strand architecture of the C-terminal RRM fold. In addition, the overall architecture of Cas6 domains in Cas6-RT-Cas1 proteins looks quite distinct from other stand-alone Cas6 proteins (84-86). These phenomena suggest that the Cas6 domain in Cas6-RT-Cas1-Cas2 complex is both critical to crRNA processing, and may be functionally engaged in either RNA substrate capture and process during reverse transcription by RT domain, or prespacer integration cooperating with Cas1-Cas2 integrase in the complex.

FUNCTIONAL FEATURES OF THE RT-FUSED CAS1-CAS2 COMPLEX

Domain-fused proteins, including RT-fused Cas1-2 integrases, typically coordinate their series of actions. It has been suggested that RNA could be a suitable substrate for spacer acquisition by Cas1-Cas2 integrase, with assistance from the fused RT. In vivo integration assay using RNA transcripts harboring self-splicing introns have shown that RNA transcripts can be integrated into CRISPR arrays by the MMB-1 Cas6-RT-Cas1-Cas2 complex (87). This result was reproduced using the Cas6-RT-Cas1-Cas2 of Fusicatenibacter saccharivorans (F. sac) (88), and Vibrio vulnificus (V. vul) (89). MMB-1 and Thio Cas6-RT-Cas1-Cas2 complexes show substrate versatility, as they have been shown to integrate dsDNA, ssDNA, and ssRNA oligonucleotides into the CRISPR DNA (78, 87). Full-site integration occurs only site-specifically when dsDNA substrates are provided. In MMB-1, both RT and Cas1-Cas2 integrase activities of the Cas6-RT-Cas1-Cas2 complex are indispensable for RNA integration, while RT activity is not required for DNA integration. In contrast, Thio Cas6-RT-Cas1 alone, regardless of the presence of Cas2 dimer, exhibits integration activity, although Cas2 improves integration efficiency. Thio Cas6-RT-Cas1-Cas2 is significantly more efficient at integrating dsDNA, ssDNA, and DNA/RNA hybrid substrates than ssRNA substrates. Collectively, these results suggest that the RT and Cas1 domains in the Cas6-RT-Cas1-Cas2 complex closely cooperate for the RT process and integration functions (78, 87). Furthermore, mutations in the Cas6 active site affect both integration and RT activity, while mutations in the Cas1 and RT domains show no effect on Cas6 RNA processing activity. This suggests a unidirectional crosstalk between the Cas6 domain and the other two domains in Thio Cas6-RT-Cas1-Cas2 (78).

Next, the sequence and length specificity of spacer acquisition by Cas6-RT-Cas1-Cas2 have also been closely examined. In MMB-1, the majority of spacers of 70-75% were 34-36 base pairs (bp) long, with no significant sequence specificity observed (69). Although a small preference towards the sense strand spacer was also observed in an RT-independent manner in MMB-1, this strand bias was not reconstructed in E. coli. In contrast, the median spacer length was 39 bp, with a distribution bias towards longer spacers in F. sac. (88). Strikingly, a strong bias towards AT-rich spacers was also observed. This apparent bias towards AT-rich spacers may be due to the AT-richness of RNA ends, but the bias persisted, even when considering only spacers derived from the gene body. Furthermore, the F. sac Cas6-RT-Cas1-Cas2 complex did not exhibit any preference for PAM-like sequence motifs, but most spacers were acquired from the areas proximal to start and stop codons. Also, spacers were preferentially acquired towards an antisense orientation. Lastly, in V. vul, most of the spacers were in the range 34-38 bp with no PAM-like preference (89). However, there was an antisense bias for coding sequence orientation with a significant GC bias. Unlike F. sac, there was no bias at the start and end codons. Taken together, the differential specificity for spacer length and sequence observed in previous independent studies implies significant variation among these systems in vivo, which needs to be characterized in future studies.

APPLICATION FOR RNA RECORDING USING RT-CAS1-CAS2

The Cas1-Cas2 adaptation complex can integrate foreign nucleic acids as spacers between the leader sequence and the first repeat sequence of its own CRISPR array (53, 55). Taking advantage of this nucleic acid induced CRISPR-Cas memory system, molecular recording using CRISPR-Cas systems has emerged as a prominent field of research, with the potential to revolutionize various areas of biotechnology and life sciences. Cas1-Cas2-based DNA recording offers several advantages over other explored methods for storing information (90-92). Several recently published articles have described diverse approaches to molecular recording using CRISPR-Cas systems, each with its own advantages and limitations (93). In 2016, Shipman et al. developed the first DNA recording system using the type I-E Cas1-Cas2 complex in E. coli (94). One of the key benefits of this recording system is that the Cas1-Cas2 integrase can target and capture specific DNA molecules as spacers, and integrate them into the CRISPR array directionally and temporally, reflecting dynamic changes in real time within a cell (95-98). Since the recorded DNA was stored in the CRISPR array in a time-ordered way, it is possible to reconstruct the recorded information temporally, and make a lineage of events by later sequencing the CRISPR array (95, 99). By creating a permanent record of events within the genome, researchers can gain valuable insights into the underlying mechanisms driving cellular behavior and response to environmental stimuli at a single-cell level (95, 100). Moreover, since the CRISPR array is inherent within the genome of the bacterial cell, it offers a reliable and long-term record that can easily be retrieved and analyzed, without the need for external devices or systems in the case of some prokaryotes. However, these molecular recording systems have several limitations that need to be addressed. For example, the systems integrate spacers derived from DNA, not RNA, and they do not co-ordinate the transcriptional dynamics of the cell. There is also a need to transform exogenous nucleic acids to verify the specificities and efficiencies of molecular recording (99).

Similarly, transcriptional molecular recorders are innovative tools that can capture various transcriptional events, and incorporate them into the genome of the cell. This approach has the potential to reveal the precise timing, order, and intensity of transcriptional activity at the cellular level, without requiring multiple destructive assays (Fig. 4A). To this end, Schmidt et al. utilized F. sac Cas6-RT-Cas1-Cas2 for transcriptional recording, instead of the DNA integrating E. coli Cas1-Cas2 complex (88), since Cas6-RT-Cas1-Cas2 has been used as a spacer integrase from cellular transcripts (Fig. 4B) (69). This study showed that the tracking of transcriptional responses to specific stimuli within bacterial cells can be achieved via transcriptional recording (88). Furthermore, transcriptional events stored as RNA-derived spacers at the CRISPR array reflected temporal and global transcriptomic memories to various stresses (99, 101). Another recent study by Schmidt et al. engineered multiplexed transcriptional recording to track transcriptional histories of the stress response in the physiological environment, enabling engineered microbiome as sentinel cells to record environmental changes in mouse guts by Record-seq (Fig. 4B) (101). Taken together, these studies support the idea that RT-Cas1-Cas2-based recording technology can be a useful tool for studying the evolution of cells within various environmental contexts, as well as for novel therapeutic development and diagnostics. Lastly, a retron RT, which can reverse transcribe non-coding RNA (ncRNA), has also been proposed to record temporal memories of transcriptional events in a live cell, and emerged as an alternative to transcriptional recording using RT-Cas1-Cas2 (102).

CONCLUDING REMARK AND FUTURE PERSPECTIVES

In the last decade, the CRISPR-based genome engineering field has been successfully revolutionized, along with our understanding of the mechanisms of CRISPR-Cas adaptive immune systems. DNA-cutting CRISPR-Cas effectors, such as type II Cas9 and type V Cas12a (also termed Cpf1), have been mainly focused on and engineered to develop diverse genome editing technologies (103). The additional need for advancing RNA editing tools has enabled RNA-targeting type VI CRISPR Cas13 effectors to be reconfigured for use in gene silencing (104), and RNA diagnostics (105). Beyond gene editing, effort is still being made to discover novel CRISPR-based technologies, such as CRISPR-mediated imaging, epigenome manipulation, and molecular recording tools. In this review, we focus on recent advances and understandings regarding molecular recording techniques based on CRISPR adaptation modules. Throughout recent genetic, structural, and biochemical approaches, we can now explain how proteins relate to the DNA CRISPR adaptation function to ensure efficiency and fidelity for precise spacer acquisition (8). However, our knowledge of the mechanism of CRISPR RNA adaptation is very limited.

To extend our knowledge and to improve the technical limitations of current RNA recording tools, further studies need to be addressed to better understand the basic mechanism of RT-Cas1-Cas2-mediated CRISPR adaptation. Outstanding questions include: How are the ssRNA or RNA/DNA or dsDNA bound RT-Cas1-Cas2 structures configured? How can the cooperation between the domains of RT-Cas1-Cas2 be achieved for CRISPR RNA acquisition, and which role of Cas6 is critical in this process? How does the RT domain in this complex reverse transcribe RNA substrates? How can the actual process from ssRNA capture to full site integration be coordinated? How is the suitable spacer size determined during RNA adaptation? And how does the orientation of integrated spacers ensure immunity? It is also not known whether RNA spacer acquisition can contribute to immunity against RNA bacteriophages and other foreign RNA elements, beside targeting nascent viral transcripts.

While these molecular recording systems using RT-Cas1-Cas2 have several promising advantages that warrant their future use, RT-Cas1-Cas2-based recorders still have inherent limitations that need to be addressed. It remains to be solved how these recorders can function the same way in the eukaryotic system. The process of implementing RT-Cas1-Cas2-based recorders into mammalian cells may depend on non-Cas bacterial factors (51, 106), or may be established by a combination with epigenome manipulating techniques in eukaryotic environments. Furthermore, the capacity and efficiency to detect CRISPR arrays, which are intended to integrate transcript-derived spacers of interest, could be very slim. Given that not all spacers of interest will be integrated as expected, this inefficient recording possibility may further reduce the chance of detecting a spacer of interest. Therefore, in future research, more optimized sequencing techniques need to be developed to overcome the detection limit.

ACKNOWLEDGEMENTS

This work was supported by IBS-R008-D1, Young Scientist Fellowship program of the Institute for Basic Science from the Ministry of Science and ICT of Korea.

CONFLICTS OF INTEREST

The authors have no conflicting interests.

FIGURES
Fig. 1. Overview of the mechanism and classification of CRISPR-Cas systems. (A) Schematic of the CRISPR-Cas adaptive immunity. During the adaptation stage, foreign DNA (gray helical lines) or RNA (pink lines) can be captured and integrated into CRISPR array, by Cas1-Cas2 and (Cas6-)RT-Cas1-Cas2 complexes, respectively. Acquired nucleic acids are converted to new spacers and recorded in a leader-proximal order, creating immunological memories. In the expression stage, spacers in CRISPR array are transcribed to pre-crRNA, and processed into crRNAs (crRNA biogenesis). The effector RNP complex are assembled crRNAs with expressed effector Cas proteins. At the final interference stage, effector complexes target against revisiting foreign (viral) DNAs and their transcripts through sequence-specific cleavage complementary to the sequence of crRNA. The image is adopted and modified from Lee et al. Trends in Biochemical Sciences, 2022 (8). (B) Classification and gene structure of CRISPR-Cas systems. In adaptation associated cas genes, there are well conserved genes, Cas1 and Cas2. Some accessory genes exist like Cas4 in type I, II and V, or reverse transcriptase (RT) in type III and VI, or Csn2 in type II. The classification of each type primarily based on effector genes. Class 1 has multiple interfering and crRNA biogenesis genes. Meanwhile, Class 2 has single effector genes, e.g. Cas9, Cas12 or Cas13. The signature proteins in each type are represented with red outline. Target nucleic acids and the existing collateral damage effect are indicated below.
Fig. 2. Structural architectures of CRISPR integrases and related proteins. (A) Structure of E. coli type I-E DNA-unbound (apo) Cas1-Cas2 complex (Protein Data Bank, PDB, ID: 4P6I) (50). (B) Structure of E. coli type I-E prespacer DNA-bound Cas1-Cas2 complex (PDB ID: 5DS4) (52). (C) Structure of Thiomicrospira Cas6-RT-Cas1-Cas2 complex (PDB ID: 7KFU) (75). Two of the four Cas6-RT domains are invisible. (A–C) The arrangement models of the color-coded subunits and DNA (in B) are represented above the crystal (in A and B) and cryo-EM (in C) structures of the complexes. (D) Structure of Marinomonas mediterranea (MMB-1) truncated Cas6 domain (PDB ID: 6DD5) (76). (E) Structure of group II intron reverse transcriptase bound to an RNA template base paired with a DNA primer (PDB ID: 6AR3) (82).
Fig. 3. Domain structure and Phylogenetic distribution of the RT-fused Cas1 and its related proteins. (A) Schematic of the domain organization of HIV-1 RT, TeI4c group II intron RT, A. platensis type III-B RT-Cas1, MMB-1 type III-B RT-Cas1, and E. coli type I-E Cas1. Conserved RT motifs (1 to 7) are indicated in black boxes. Conserved motifs in mobile group II intron and non-LTR-retrotransposon RTs (0 and 2a) are labeled in red boxes. The YXDD sequence found in motif 5 represented with two aspartic acid residues is indicated by arrow. The X/Thumb domains commonly found in HIV-1 and group II intron RTs are indicated. Amino acid numbers are indicated below the bars. D, DNA binding domain. En, endonuclease domain. The image is taken from Silas et al. Science, 2016 (69). (B) Phylogenetic tree of Cas1 associated with RTs. The analysis is reconstructed with 148 Cas1 proteins. The identified clades with numbers are named and colored according to the RT-associated clade. The figure is taken and modified from Toro et al. Scientific Reports, 2017 (73).
Fig. 4. In vivo transcriptional recording by RT-Cas1-Cas2. (A) Comparison between RNA-seq and Record–seq. RNA-seq captures the transcriptomes from subject cells at each point in time, providing a transient snapshot of cellular events. By contrast, transcriptional records in CRISPR arrays provide molecular records that can be used to reconstruct transcriptional events that occurred over time only by a one-shot analysis. The image is adopted and revised from Schmidt et al. Nature, 2018 (88). (B) Schematic of experimental platform for the noninvasive interpretation of transcriptional recordings using F. sac RT-Cas1-Cas2 in bacterial cells. The E. coli cells transformed to express RT-Cas1-Cas2 proteins and harbor plasmids with CRISPR arrays are orally gavaged into mice. Stress response patterns by bacterial strains as sentinel cells are stored in CRISPR arrays in an inheritable and time-ordered way. Eventually, the recorded information can be reconstructed by sequencing the CRISPR arrays from microbial samples without any effort for the time-course harvest. The figure is taken and modified from Schmidt et al. Science, 2022 (101).
REFERENCES
  1. Hille F, Richter H, Wong SP, Bratovic M, Ressel S and Charpentier E (2018) The biology of crispr-cas: backward and forward. Cell 172, 1239-1259.
    Pubmed CrossRef
  2. Marraffini LA (2015) CRISPR-Cas immunity in prokaryotes. Nature 526, 55-61.
    Pubmed CrossRef
  3. McGinn J and Marraffini LA (2019) Molecular mechanisms of CRISPR-Cas spacer acquisition. Nat Rev Microbiol 17, 7-12.
    Pubmed CrossRef
  4. Frost LS, Leplae R, Summers AO and Toussaint A (2005) Mobile genetic elements: the agents of open source evolution. Nat Rev Microbiol 3, 722-732.
    Pubmed CrossRef
  5. Jackson SA, McKenzie RE, Fagerlund RD, Kieper SN, Fineran PC and Brouns SJ (2017) CRISPR-Cas: adapting to change. Science 356, eaal5056.
    Pubmed CrossRef
  6. Barrangou R, Fremaux C and Deveau H et al (2007) CRISPR provides acquired resistance against viruses in prokaryotes. Science 315, 1709-1712.
    Pubmed CrossRef
  7. Fineran PC and Charpentier E (2012) Memory of viral infections by CRISPR-Cas adaptive immune systems: acquisition of new information. Virology 434, 202-209.
    Pubmed CrossRef
  8. Lee H and Sashital DG (2022) Creating memories: molecular mechanisms of CRISPR adaptation. Trends Biochem Sci 47, 464-476.
    Pubmed KoreaMed CrossRef
  9. Deveau H, Garneau JE and Moineau S (2010) CRISPR/Cas system and its role in phage-bacteria interactions. Annu Rev Microbiol 64, 475-493.
    Pubmed CrossRef
  10. Garneau JE, Dupuis ME and Villion M et al (2010) The CRISPR/Cas bacterial immune system cleaves bacteriophage and plasmid DNA. Nature 468, 67-71.
    Pubmed CrossRef
  11. Hale CR, Zhao P and Olson S et al (2009) RNA-guided RNA cleavage by a CRISPR RNA-Cas protein complex. Cell 139, 945-956.
    Pubmed KoreaMed CrossRef
  12. Marraffini LA and Sontheimer EJ (2008) CRISPR interference limits horizontal gene transfer in staphylococci by targeting DNA. Science 322, 1843-1845.
    Pubmed KoreaMed CrossRef
  13. Makarova KS, Wolf YI and Iranzo J et al (2020) Evolutionary classification of CRISPR-Cas systems: a burst of class 2 and derived variants. Nat Rev Microbiol 18, 67-83.
    Pubmed KoreaMed CrossRef
  14. van Beljouw SPB, Sanders J, Rodriguez-Molina A and Brouns SJJ (2023) RNA-targeting CRISPR-Cas systems. Nat Rev Microbiol 21, 21-34.
    Pubmed CrossRef
  15. Ekundayo B, Torre D and Beckert B et al (2023) Structural insights into the regulation of Cas7-11 by TPR-CHAT. Nat Struct Mol Biol 30, 135-139.
    Pubmed KoreaMed CrossRef
  16. Wang S, Guo M, Zhu Y, Lin Z and Huang Z (2022) Cryo-EM structure of the type III-E CRISPR-Cas effector gRAMP in complex with TPR-CHAT. Cell Res 32, 1128-1131.
    Pubmed KoreaMed CrossRef
  17. Huo Y, Zhao H, Dong Q and Jiang T (2023) Cryo-EM structure and protease activity of the type III-E CRISPR-Cas effector. Nat Microbiol 8, 522-532.
    Pubmed CrossRef
  18. Wang X, Yu G and Wen Y et al (2022) Target RNA-guided protease activity in type III-E CRISPR-Cas system. Nucleic Acids Res 50, 12913-12923.
    Pubmed KoreaMed CrossRef
  19. Kato K, Okazaki S and Schmitt-Ulms C et al (2022) RNA-triggered protein cleavage and cell growth arrest by the type III-E CRISPR nuclease-protease. Science 378, 882-889.
    Pubmed CrossRef
  20. Strecker J, Demircioglu FE and Li D et al (2022) RNA-activated protein cleavage with a CRISPR-associated endopeptidase. Science 378, 874-881.
    Pubmed KoreaMed CrossRef
  21. Yu G, Wang X and Zhang Y et al (2022) Structure and function of a bacterial type III-E CRISPR-Cas7-11 complex. Nat Microbiol 7, 2078-2088.
    Pubmed CrossRef
  22. Hu C, van Beljouw SPB and Nam KH et al (2022) Craspase is a CRISPR RNA-guided, RNA-activated protease. Science 377, 1278-1285.
    Pubmed KoreaMed CrossRef
  23. Niewoehner O, Garcia-Doval C and Rostol JT et al (2017) Type III CRISPR-Cas systems produce cyclic oligoadenylate second messengers. Nature 548, 543-548.
    Pubmed CrossRef
  24. Kazlauskiene M, Kostiuk G, Venclovas C, Tamulaitis G and Siksnys V (2017) A cyclic oligonucleotide signaling pathway in type III CRISPR-Cas systems. Science 357, 605-609.
    Pubmed CrossRef
  25. Koonin EV and Makarova KS (2018) Discovery of oligonucleotide signaling mediated by crispr-associated polymerases solves two puzzles but leaves an enigma. ACS Chem Biol 13, 309-312.
    Pubmed CrossRef
  26. Coleman GA, Davin AA and Mahendrarajah TA et al (2021) A rooted phylogeny resolves early bacterial evolution. Science 372, eabe0511.
    Pubmed CrossRef
  27. Makarova KS, Wolf YI and Alkhnbashi OS et al (2015) An updated evolutionary classification of CRISPR-Cas systems. Nat Rev Microbiol 13, 722-736.
    Pubmed KoreaMed CrossRef
  28. Molina R, Sofos N and Montoya G (2020) Structural basis of CRISPR-Cas Type III prokaryotic defence systems. Curr Opin Struct Biol 65, 119-129.
    Pubmed CrossRef
  29. Tamulaitis G, Venclovas C and Siksnys V (2017) Type III CRISPR-Cas immunity: major differences brushed aside. Trends Microbiol 25, 49-61.
    Pubmed CrossRef
  30. Rouillon C, Zhou M and Zhang J et al (2013) Structure of the CRISPR interference complex CSM reveals key similarities with cascade. Mol Cell 52, 124-134.
    Pubmed KoreaMed CrossRef
  31. Zhang J, Rouillon C and Kerou M et al (2012) Structure and mechanism of the CMR complex for CRISPR-mediated antiviral immunity. Mol Cell 45, 303-313.
    Pubmed KoreaMed CrossRef
  32. van Beljouw SPB, Haagsma AC, Rodriguez-Molina A, van den Berg DF, Vink JNA and Brouns SJJ (2021) The gRAMP CRISPR-Cas effector is an RNA endonuclease complexed with a caspase-like peptidase. Science 373, 1349-1353.
    Pubmed CrossRef
  33. Goswami HN, Rai J, Das A and Li H (2022) Molecular mechanism of active Cas7-11 in processing CRISPR RNA and interfering target RNA. Elife 11, e81678.
    Pubmed KoreaMed CrossRef
  34. Kato K, Zhou W and Okazaki S et al (2022) Structure and engineering of the type III-E CRISPR-Cas7-11 effector complex. Cell 185, 2324-2337.
    Pubmed CrossRef
  35. Ozcan A, Krajeski R and Ioannidi E et al (2021) Programmable RNA targeting with the single-protein CRISPR effector Cas7-11. Nature 597, 720-725.
    Pubmed CrossRef
  36. East-Seletsky A, O'Connell MR and Knight SC et al (2016) Two distinct RNase activities of CRISPR-C2c2 enable guide-RNA processing and RNA detection. Nature 538, 270-273.
    Pubmed KoreaMed CrossRef
  37. Liu L, Li X and Wang J et al (2017) Two distant catalytic sites are responsible for C2c2 RNase activities. Cell 168, 121-134.
    Pubmed CrossRef
  38. Liu L, Li X and Ma J et al (2017) The molecular architecture for RNA-guided RNA cleavage by Cas13a. Cell 170, 714-726.
    Pubmed CrossRef
  39. Abudayyeh OO, Gootenberg JS and Konermann S et al (2016) C2c2 is a single-component programmable RNA-guided RNA-targeting CRISPR effector. Science 353, aaf5573.
    Pubmed KoreaMed CrossRef
  40. Xu C, Zhou Y and Xiao Q et al (2021) Programmable RNA editing with compact CRISPR-Cas13 systems from uncultivated microbes. Nat Methods 18, 499-506.
    Pubmed CrossRef
  41. Tambe A, East-Seletsky A, Knott GJ, Doudna JA and O'Connell MR (2018) RNA binding and HEPN-nuclease activation are decoupled in CRISPR-Cas13a. Cell Rep 24, 1025-1036.
    Pubmed KoreaMed CrossRef
  42. Meeske AJ, Nakandakari-Higa S and Marraffini LA (2019) Cas13-induced cellular dormancy prevents the rise of CRISPR-resistant bacteriophage. Nature 570, 241-245.
    Pubmed KoreaMed CrossRef
  43. Leenay RT and Beisel CL (2017) Deciphering, communicating, and engineering the CRISPR PAM. J Mol Biol 429, 177-191.
    Pubmed KoreaMed CrossRef
  44. Meeske AJ and Marraffini LA (2018) RNA guide complementarity prevents self-targeting in type VI CRISPR systems. Mol Cell 71, 791-801.
    Pubmed KoreaMed CrossRef
  45. Marraffini LA and Sontheimer EJ (2010) Self versus non-self discrimination during CRISPR RNA-directed immunity. Nature 463, 568-571.
    Pubmed KoreaMed CrossRef
  46. Elmore JR, Sheppard NF and Ramia N et al (2016) Bipartite recognition of target RNAs activates DNA cleavage by the Type III-B CRISPR-Cas system. Genes Dev 30, 447-459.
    Pubmed KoreaMed CrossRef
  47. Wang J, Li J and Zhao H et al (2015) Structural and mechanistic basis of pam-dependent spacer acquisition in CRISPR-Cas systems. Cell 163, 840-853.
    Pubmed CrossRef
  48. Xiao Y, Ng S, Nam KH and Ke A (2017) How type II CRISPR-Cas establish immunity through Cas1-Cas2-mediated spacer integration. Nature 550, 137-141.
    Pubmed KoreaMed CrossRef
  49. Makarova KS and Koonin EV (2015) Annotation and Classification of CRISPR-Cas Systems. Methods Mol Biol 1311, 47-75.
    Pubmed KoreaMed CrossRef
  50. Nunez JK, Kranzusch PJ, Noeske J, Wright AV, Davies CW and Doudna JA (2014) Cas1-Cas2 complex formation mediates spacer acquisition during CRISPR-Cas adaptive immunity. Nat Struct Mol Biol 21, 528-534.
    Pubmed KoreaMed CrossRef
  51. Nunez JK, Bai L, Harrington LB, Hinder TL and Doudna JA (2016) CRISPR immunological memory requires a host factor for specificity. Mol Cell 62, 824-833.
    Pubmed CrossRef
  52. Nunez JK, Harrington LB, Kranzusch PJ, Engelman AN and Doudna JA (2015) Foreign DNA capture during CRISPR-Cas adaptive immunity. Nature 527, 535-538.
    Pubmed KoreaMed CrossRef
  53. Nunez JK, Lee AS, Engelman A and Doudna JA (2015) Integrase-mediated spacer acquisition during CRISPR-Cas adaptive immunity. Nature 519, 193-198.
    Pubmed KoreaMed CrossRef
  54. Wright AV, Nunez JK and Doudna JA (2016) Biology and applications of CRISPR systems: harnessing nature's toolbox for genome engineering. Cell 164, 29-44.
    Pubmed CrossRef
  55. Yosef I, Goren MG and Qimron U (2012) Proteins and DNA elements essential for the CRISPR adaptation process in Escherichia coli. Nucleic Acids Res 40, 5569-5576.
    Pubmed KoreaMed CrossRef
  56. Diez-Villasenor C, Guzman NM, Almendros C, Garcia-Martinez J and Mojica FJ (2013) CRISPR-spacer integration reporter plasmids reveal distinct genuine acquisition specificities among CRISPR-Cas I-E variants of Escherichia coli. RNA Biol 10, 792-802.
    Pubmed KoreaMed CrossRef
  57. Levy A, Goren MG and Yosef I et al (2015) CRISPR adaptation biases explain preference for acquisition of foreign DNA. Nature 520, 505-510.
    Pubmed KoreaMed CrossRef
  58. Dhingra Y, Suresh SK, Juneja P and Sashital DG (2022) PAM binding ensures orientational integration during Cas4-Cas1-Cas2-mediated CRISPR adaptation. Mol Cell 82, 4353-4367.
    Pubmed KoreaMed CrossRef
  59. Hu C, Almendros C and Nam KH et al (2021) Mechanism for Cas4-assisted directional spacer acquisition in CRISPR-Cas. Nature 598, 515-520.
    Pubmed KoreaMed CrossRef
  60. Kieper SN, Almendros C, Haagsma AC, Barendregt A, Heck AJR and Brouns SJJ (2021) Cas4-Cas1 is a protospacer adjacent motif-processing factor mediating half-site spacer integration during CRISPR adaptation. CRISPR J 4, 536-548.
    Pubmed CrossRef
  61. Lee H, Dhingra Y and Sashital DG (2019) The Cas4-Cas1-Cas2 complex mediates precise prespacer processing during CRISPR adaptation. Elife 8, e44248.
    Pubmed KoreaMed CrossRef
  62. Shiriaeva AA, Savitskaya E and Datsenko KA et al (2019) Detection of spacer precursors formed in vivo during primed CRISPR adaptation. Nat Commun 10, 4603.
    Pubmed KoreaMed CrossRef
  63. Kim S, Loeff L, Colombo S, Jergic S, Brouns SJJ and Joo C (2020) Selective loading and processing of prespacers for precise CRISPR adaptation. Nature 579, 141-145.
    Pubmed CrossRef
  64. Wei Y, Terns RM and Terns MP (2015) Cas9 function and host genome sampling in Type II-A CRISPR-Cas adaptation. Genes Dev 29, 356-361.
    Pubmed KoreaMed CrossRef
  65. Heler R, Samai P and Modell JW et al (2015) Cas9 specifies functional viral targets during CRISPR-Cas adaptation. Nature 519, 199-202.
    Pubmed KoreaMed CrossRef
  66. Jakhanwal S, Cress BF, Maguin P, Lobba MJ, Marraffini LA and Doudna JA (2021) A CRISPR-Cas9-integrase complex generates precise DNA fragments for genome integration. Nucleic Acids Res 49, 3546-3556.
    Pubmed KoreaMed CrossRef
  67. Wilkinson M, Drabavicius G, Silanskas A, Gasiunas G, Siksnys V and Wigley DB (2019) Structure of the DNA-bound spacer capture complex of a type II CRISPR-Cas system. Mol Cell 75, 90-101.
    Pubmed KoreaMed CrossRef
  68. Ramachandran A, Summerville L, Learn BA, DeBell L and Bailey S (2020) Processing and integration of functionally oriented prespacers in the Escherichia coli CRISPR system depends on bacterial host exonucleases. J Biol Chem 295, 3403-3414.
    Pubmed KoreaMed CrossRef
  69. Silas S, Mohr G and Sidote DJ et al (2016) Direct CRISPR spacer acquisition from RNA by a natural reverse transcriptase-Cas1 fusion protein. Science 351, aad4234.
    Pubmed KoreaMed CrossRef
  70. Silas S, Makarova KS and Shmakov S et al (2017) On the origin of reverse transcriptase-using CRISPR-Cas Systems and their hyperdiverse, enigmatic spacer repertoires. mBio 8, e00897-17.
    Pubmed KoreaMed CrossRef
  71. Simon DM and Zimmerly S (2008) A diversity of uncharacterized reverse transcriptases in bacteria. Nucleic Acids Res 36, 7219-7229.
    Pubmed KoreaMed CrossRef
  72. Toro N and Nisa-Martinez R (2014) Comprehensive phylogenetic analysis of bacterial reverse transcriptases. PLoS One 9, e114083.
    Pubmed KoreaMed CrossRef
  73. Toro N, Martinez-Abarca F and Gonzalez-Delgado A (2017) The Reverse transcriptases associated with CRISPR-Cas systems. Sci Rep 7, 7089.
    Pubmed KoreaMed CrossRef
  74. Toro N, Mestre MR, Martinez-Abarca F and Gonzalez-Delgado A (2019) Recruitment of reverse transcriptase-Cas1 fusion proteins by type VI-A CRISPR-Cas systems. Front Microbiol 10, 2160.
    Pubmed KoreaMed CrossRef
  75. Wang JY, Hoel CM, Al-Shayeb B, Banfield JF, Brohawn SG and Doudna JA (2021) Structural coordination between active sites of a CRISPR reverse transcriptase-integrase complex. Nat Commun 12, 2571.
    Pubmed KoreaMed CrossRef
  76. Mohr G, Silas S and Stamos JL et al (2018) A reverse transcriptase-Cas1 fusion protein contains a Cas6 domain required for both CRISPR RNA biogenesis and RNA spacer acquisition. Mol Cell 72, 700-714.
    Pubmed KoreaMed CrossRef
  77. Carte J, Wang R, Li H, Terns RM and Terns MP (2008) Cas6 is an endoribonuclease that generates guide RNAs for invader defense in prokaryotes. Genes Dev 22, 3489-3496.
    Pubmed KoreaMed CrossRef
  78. Wang JY, Hoel CM, Al-Shayeb B, Banfield JF, Brohawn SG and Doudna JA (2021) Structural coordination between active sites of a CRISPR reverse transcriptase-integrase complex. Nat Commun 12, 2571.
    Pubmed KoreaMed CrossRef
  79. Wright AV, Liu JJ, Knott GJ, Doxzen KW, Nogales E and Doudna JA (2017) Structures of the CRISPR genome integration complex. Science 357, 1113-1118.
    Pubmed KoreaMed CrossRef
  80. Nuñez JK, Harrington LB, Kranzusch PJ, Engelman AN and Doudna JA (2015) Foreign DNA capture during CRISPR-Cas adaptive immunity. Nature 527, 535-538.
    Pubmed KoreaMed CrossRef
  81. Wang J, Li J and Zhao H et al (2015) Structural and mechanistic basis of PAM-dependent spacer acquisition in CRISPR-Cas systems. Cell 163, 840-853.
    Pubmed CrossRef
  82. Stamos JL, Lentzsch AM and Lambowitz AM (2017) Structure of a thermostable group II intron reverse transcriptase with template-primer and its functional and evolutionary implications. Mol Cell 68, 926-939.
    Pubmed KoreaMed CrossRef
  83. Mitchell M, Gillis A, Futahashi M, Fujiwara H and Skordalakes E (2010) Structural basis for telomerase catalytic subunit TERT binding to RNA template and telomeric DNA. Nat Struct Mol Biol 17, 513-518.
    Pubmed CrossRef
  84. Mohr G, Silas S and Stamos JL et al (2018) A reverse transcriptase-Cas1 fusion protein contains a Cas6 domain required for both CRISPR RNA biogenesis and RNA spacer acquisition. Mol Cell 72, 700-714.
    Pubmed KoreaMed CrossRef
  85. Hochstrasser ML and Doudna JA (2015) Cutting it close: CRISPR-associated endoribonuclease structure and function. Trends Biochem Sci 40, 58-66.
    Pubmed CrossRef
  86. Reeks J, Sokolowski RD, Graham S, Liu H, Naismith JH and White MF (2013) Structure of a dimeric crenarchaeal Cas6 enzyme with an atypical active site for CRISPR RNA processing. Biochem J 452, 223-230.
    Pubmed KoreaMed CrossRef
  87. Silas S, Mohr G and Sidote DJ et al (2016) Direct CRISPR spacer acquisition from RNA by a natural reverse transcriptase-Cas1 fusion protein. Science 351, aad4234.
    Pubmed KoreaMed CrossRef
  88. Schmidt F, Cherepkova MY and Platt RJ (2018) Transcriptional recording by CRISPR spacer acquisition from RNA. Nature 562, 380-385.
    Pubmed CrossRef
  89. González-Delgado A, Mestre MR, Martínez-Abarca F and Toro N (2019) Spacer acquisition from RNA mediated by a natural reverse transcriptase-Cas1 fusion protein associated with a type III-D CRISPR-Cas system in Vibrio vulnificus. Nucleic Acids Res 47, 10202-10211.
    Pubmed KoreaMed CrossRef
  90. Burrill DR and Silver PA (2010) Making cellular memories. Cell 140, 13-18.
    Pubmed KoreaMed CrossRef
  91. Gardner TS, Cantor CR and Collins JJ (2000) Construction of a genetic toggle switch in Escherichia coli. Nature 403, 339-342.
    Pubmed CrossRef
  92. Siuti P, Yazbek J and Lu TK (2013) Synthetic circuits integrating logic and memory in living cells. Nat Biotechnol 31, 448-452.
    Pubmed CrossRef
  93. Lear SK and Shipman SL (2023) Molecular recording: transcriptional data collection into the genome. Curr Opin Biotechnol 79, 102855.
    Pubmed CrossRef
  94. Shipman SL, Nivala J, Macklis JD and Church GM (2016) Molecular recordings by directed CRISPR spacer acquisition. Science 353, aaf1175.
    Pubmed KoreaMed CrossRef
  95. Sheth RU, Yim SS, Wu FL and Wang HH (2017) Multiplex recording of cellular events over time on CRISPR biological tape. Science 358, 1457-1461.
    Pubmed KoreaMed CrossRef
  96. Shipman SL, Nivala J, Macklis JD and Church GM (2017) CRISPR-Cas encoding of a digital movie into the genomes of a population of living bacteria. Nature 547, 345-349.
    Pubmed KoreaMed CrossRef
  97. Matsoukas IG (2017) Commentary: CRISPR-Cas encoding of a digital movie into the genomes of a population of living bacteria. Front Bioeng Biotechnol 5, 57.
    Pubmed KoreaMed CrossRef
  98. Sheth RU and Wang HH (2018) DNA-based memory devices for recording cellular events. Nat Rev Genet 19, 718-732.
    Pubmed KoreaMed CrossRef
  99. Tanna T, Schmidt F, Cherepkova MY, Okoniewski M and Platt RJ (2020) Recording transcriptional histories using Record-seq. Nat Protoc 15, 513-539.
    Pubmed CrossRef
  100. McKenna A and Gagnon JA (2019) Recording development with single cell dynamic lineage tracing. Development 146, dev169730.
    Pubmed KoreaMed CrossRef
  101. Schmidt F, Zimmermann J and Tanna T et al (2022) Noninvasive assessment of gut function using transcriptional recording sentinel cells. Science 376, eabm6038.
    Pubmed CrossRef
  102. Bhattarai-Kline S, Lear SK and Fishman CB et al (2022) Recording gene expression order in DNA by CRISPR addition of retron barcodes. Nature 608, 217-225.
    Pubmed KoreaMed CrossRef
  103. Wang JY and Doudna JA (2023) CRISPR technology: a decade of genome editing is only the beginning. Science 379, eadd8643.
    Pubmed CrossRef
  104. Tang L (2020) Guiding Cas13 for RNA knockdown. Nat Methods 17, 461.
    CrossRef
  105. Kaminski MM, Abudayyeh OO, Gootenberg JS, Zhang F and Collins JJ (2021) CRISPR-based diagnostics. Nat Biomed Eng 5, 643-656.
    Pubmed CrossRef
  106. Yoganand KN, Sivathanu R, Nimkar S and Anand B (2017) Asymmetric positioning of Cas1-2 complex and Integration Host Factor induced DNA bending guide the unidirectional homing of protospacer in CRISPR-Cas type I-E system. Nucleic Acids Res 45, 367-381.
    Pubmed KoreaMed CrossRef


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