Nucleic Acids Research
◐ Oxford University Press (OUP)
Preprints posted in the last 30 days, ranked by how well they match Nucleic Acids Research's content profile, based on 1281 papers previously published here. The average preprint has a 0.79% match score for this journal, so anything above that is already an above-average fit.
Krasikova, Y. S.; Maltseva, E. A.; Khodyreva, S. N.; Rechkunova, N. I.; Lavrik, O. I.
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Mammalian base excision repair (BER) is the major repair pathway for correcting small DNA base lesions. BER operates via two sub-pathways: short patch (or single nucleotide) and long patch BER (SP-BER and LP-BER, respectively). In LP-BER, DNA polymerase beta (Pol{beta}) performs strand-displacement synthesis generating a 5'-flap that is removed by flap endonuclease 1 (FEN1). To determine the precise DNA-intermediate that "switches on" FEN1 activity, we analyzed the FEN1 cleavage position in DNA-intermediates generated by Pol{beta}. For simultaneous detection of Pol{beta}-catalyzed primer elongation and FEN1's cleavage products, we utilized DNA structures with fluorescent labels on the upstream and downstream primers. Our data indicate that FEN1 operates efficiently on DNAs containing one or more equilibrium nucleotides. FEN1 binds to the 3'-terminal equilibrium nucleotide of the primer and probes it for a 3'-OH group. The cleavage point is located directly opposite this 3'-terminal equilibrium nucleotide of the primer. The subsequent elimination of the equilibrium area leads to restoration of the ligatable structure, thereby limiting further strand-displacement synthesis. Since the product sets generated by the two enzymes are mirror-symmetrical, we propose that pausing of Pol{beta} permits FEN1 to join the Pol{beta}-DNA complex. Our study demonstrates that the FEN1-Pol{beta} interplay occurs via the generation and elimination of equilibrium nucleotide areas rather than through a "gap-translation" mechanism. The length of the equilibrium area depends on dNTP concentration, suggesting that the size of the LP-BER repair patches may differ between S-phase and the remainder of the cell cycle.
Verma, J.; Blair, H. M.; Kladwang, W.; Das, R.
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RNA structure governs the function of non-coding RNAs and influences mRNA stability and translation, making testing of models of experimental RNA structure relevant to fields spanning structural biology, virology, and molecular therapeutics. Here we present FAST-MaP (Fast and Accessible Sequencing Technology for Mutational Profiling), a protocol that enables per-nucleotide RNA structure characterization using standard molecular biology equipment and requiring no sequencing infrastructure or bioinformatics expertise. RNA is chemically modified with orthogonal probes (2A3 and DMS), reverse-transcribed, and PCR-amplified to produce dsDNA amplicons that are submitted directly to a commercial primer-less sequencing service. Returned FASTQ files are processed through a freely accessible web server to generate normalized reactivity profiles within minutes. The complete protocol, from DNA template to structural data, can be completed in approximately one week. We illustrate the workflow on a 659-nucleotide RNA, demonstrating how to test structure preservation across buffers, and how to test specific secondary and tertiary structure predictions of the RNA from computational modeling or cryo-electron microscopy. The protocol requires only standard molecular-biology skills and does not require sequencing or bioinformatics expertise.
Eddershaw, A.; Dalhus, B.; Gileadi, O.; Graslund, S.; Gunes, I.; Helleday, T.; Liu, K.-C.; Loseva, O.; Nakstad, V. T.; Nilsen, H. L.; Montaldo, N. P.; Nierlin, K.; Norstrom, C.; Rudolfova, N.; Sletta, K.; Sundstrom, M.; Upadhyay, R.; Van Loon, B.; Wigren, E.; Wiita, E.; Wagbo, A. M.; Zhou, K.; Homan, E. J.; Visnes, T.; Michel, M.
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The base excision repair pathway removes small base lesions from DNA and is initiated in humans by one of eleven DNA glycosylases with overlapping substrate specificities. Despite their central role in genome maintenance and transcription, systematic datasets describing small-molecule binders or inhibitors of DNA glycosylases are lacking. Here, through a collaborative effort across Scandinavia, we establish a high-throughput biochemical assay platform for human DNA glycosylases and use it to generate a systematic small-molecule screening dataset. A chemogenomic library was screened against nine glycosylases with assays of sufficient quality for hit identification, yielding primary screening and concentration-response data and identifying multiple previously unreported inhibitors. All primary and processed data, along with detailed assay protocols and metadata, are publicly available to support reuse in chemical biology, further compound optimization, assay development and comparative studies of DNA repair enzymes.
van der Torre, J.; Barth, R.; Majszczyk, K.; Satheesh, T.; Analikwu, B. T.; Rouillon, C.; Bertosin, E.; Rowland, B. D.; Dekker, C.
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Long, customizable DNA molecules are an essential tool for in vitro single-molecule biophysics. Most studies still rely on the {lambda}-phage genome, which has a fixed sequence, a non-uniform GC distribution, and limited options for modification. To overcome these limitations, we developed a modular DNA (ModDNA) toolkit that integrates in silico sequence design with cloning, to create long (up to 100 kb) DNA molecules with entirely user-defined sequences. We used a computational workflow with curated databases to design a motif-depleted sequence backbone, into which any desired sequence can be inserted at any position. Golden Gate assembly then builds these sequences into constructs, which we extend iteratively in defined increments up to 100 kb. We show precise placement of local features, e.g. a fluorophore, a bound protein, and a DNA-origami structure, and illustrate the construct's utility in single-molecule visualization assays, including DNA loop extrusion by human condensin I. ModDNA offers a scalable, sequence-programmable alternative to {lambda}-DNA and other restrictive substrates. More broadly, the motif-aware feature-free design connects single-molecule biophysics to emerging efforts in machine-guided regulatory-sequence design and synthetic-genome engineering, where controlled programmable sequence context is increasingly essential.
Perron, G.; Amaravadi, M.; Tseng, H.-W.; Jandaghi, P.; Moslemi, E.; Nishimura, T.; Rajaee, M.; Alkallas, R.; Culbertson, B.; Garcia, K.; Watson, I. R.; Goodarzi, H.; Duchaine, T.; Riazalhosseini, Y.; Najafabadi, H. S.
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Micro-RNAs (miRNAs) are key post-transcriptional regulators of gene expression that influence cancer progression and outcome. Whereas transcriptional dysregulation of miRNA abundance underlies abnormal functionality of some miRNAs in cancer, emerging data points to RNA-binding proteins (RBPs) as prominent post-transcriptional regulators of miRNA activity. Here, by modelling the regulon activities of well-characterized miRNA families in RNA-seq data of a comprehensive collection of RBP inhibition experiments, human cell lines and tissues, we report a map of regulatory connections between 34 RBPs and 28 miRNAs. Furthermore, through a global analysis of the abundance as well as the activity of miRNAs in thousands of tumor and control samples from 17 human cancers, we show that RBP-driven regulation of miRNA activity is common in tumors and contributes to the heterogeneity in miRNA activity profiles. We uncover a set of RBPs that regulate the activity of tumor-suppressor and oncogenic miRNAs, including miR-29-3p, miR-17-5p and miR-19-3p. Of particular interest, we describe a pan-cancer negative regulatory role for DDX55 on the activity of the miR-29-3p family, a critical miRNA family with tumor suppressor functions that is involved in most human cancers. Our functional studies confirm that DDX55 inhibition restores the gene-silencing activity of miR-29-3p and reduces cancer cell viability. Overall, our study provides the first pan-cancer investigation of functional regulatory connections between RBPs and miRNAs, and highlights RBPs whose interventional modulation may serve as a new approach to reprogram abnormal miRNA activities in cancer.
McCarthy, E.; Ekesan, S.; Giese, T. J.; Du, Y.; Barletta, G. P.; Götz, A. W.; Piccirilli, J. A.; York, D. M.
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The self-splicing group I intron ribozyme from Tetrahymena thermophillia (THr) is a prototypical example of how RNA overcomes its limited chemical repertoire to form complex, negatively charged junctions and catalyze chemical reactions. Despite over 30 years of biochemical and structural characterization, questions still remain regarding the requirements for THr catalysis that may inform structure based drug design against group I introns, as well as the use of THr as an RNA editing tool. Recent cryo-EM structures have provided an unprecedented window into the first and second steps of splicing, enabling detailed mechanistic investigation at the atomistic level. In this work, we leverage solvation theory, molecular dynamics, alchemical free energy simulations, and machine learning accelerated QM/MM to probe outstanding questions related to 1) the role of a possible third Mg2+ binding in the active site, 2) differences in catalytic requirements between Gexo cofactors and between the first and second steps of splicing, 3) the potential role of an acid or base, and 4) restrictions on the identity of the 5' exon splice site nucleotide, U(-1). We propose that a transient, cofactor dependent, interaction with a third metal participates in the first step, while a higher affinity interaction with this third ion is required in the second step. We also propose that the presence of a phosphate on the Gexo in the first step, and analogously the G{omega} in the second step, forms a metal ion binding site not present when guanosine is bound. Finally, we propose and computationally test design modifications of G22 (isofunctional substitutions of 2,6-diaminopurine that tune the pKa at the N1 position) that we predict will enable the accommodation of C(-1) in a crucial wobble-like pair at physiological pH. This design would provide a potential strategy for expanding the sequence space accessible to programmable trans-splicing ribozymes in RNA editing applications.
Aoun, G.; Vandelli, A.; Delli Ponti, R.; Gustincich, S.; Bechara, E.; Broglia, L.; Tartaglia, G. G.
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Circular RNAs (circRNAs) are covalently closed transcripts that lack a 5' cap, consequently their translation depends on cap-independent initiation, in most cases through Internal Ribosome Entry Sites (IRESs). Whereas IRES-mediated translation has been studied almost exclusively in cis, the use of IRES-containing circRNAs to activate translation of an independent mRNA in trans has only recently begun to be explored. Here, we characterize SynFarsa, a synthetic circRNA-derived IRES-like element that promotes cap-lindependent translation in mouse and human cells. We engineered SynFarsa into a trans-acting regulator by fusing it to a short antisense sequence complementary to a selected region of a target mRNA. This reproduces the architecture of a circular SINEUP, in which IRES activity promotes translation in trans of a transcript recognized through antisense complementarity. Directing this construct to the hsp90 3'UTR increased HSP90 protein levels approximately 1.6-lfold without altering hsp90 mRNA abundance, whereas the hsp70 3'UTR and the 5'UTRs of both transcripts were not permissive, indicating that activity depends strongly on target site selection. In a FUSP525L neuroblastoma model of Amyotrophic Lateral Sclerosis, this increase in HSP90 was accompanied by a reduction in the number and size of cytoplasmic FUS aggregates. SynFarsa thus provides a circRNA-derived effector domain for targeted translational upregulation of an endogenous protein.
Yelmar, R.; Tengo, L.; Stein, F.; Kowalinski, E.
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Mitochondrial pre-mRNA editing in kinetoplastids, a clade that includes human-infective parasitic protists such as Trypanosoma and Leishmania, is required to produce translatable, functional gene products from otherwise nonfunctional mitochondrial precursor transcripts of essential respiratory chain complex subunits. RNA editing is a template-guided process in which cognate guide RNAs (gRNAs) anneal to specific sites at the pre-mRNA and direct the complementary insertion and/or deletion of uridines. Large multi-modular complexes - like the RNA-Editing Substrate-binding Complex (RESC) and the RNA-Editing Catalytic Complexes (RECC) - organize and catalyze RNA editing, respectively. Within these assemblies, Kinetoplast RNA Editing Helicases (KREHs) play an important role in ribonucleoprotein complex remodeling, particularly in pan-editing, when transcripts are extensively modified throughout their length by multiple gRNAs. However, the mechanisms by which KREH RNA helicases facilitate pan-editing, and their specific roles in this process, remain unclear. Here, we define the molecular properties of the Trypanosoma brucei DEAD-box RNA editing helicase KREH1. Cellular co-proteome analyses reveal that KREH1 interacts with subunits of the RESC complex and biochemical experiments show that KREH1 is an RNA-dependent ATPase that unwinds double-stranded RNA substrates. We show that the flexible C-terminus of KREH1 is important for RNA binding and, consequently, for enzymatic activity in vitro and interactions with the RESC complex in vivo. Overall, our experiments refine the role of KREH1 in the pan-editing process and establish its utility as a molecular tool for investigating higher-order RNA editing complexes in the cellular context.
Amano, S.; Ohnishi, K.; Nishimori, K.; Miyoshi, T.
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LINE-1 (L1) is transcribed by RNA polymerase (Pol) II, whereas the non-coding Short INterspersed Element (SINE) Alu is transcribed by Pol III and exploits L1 ORF2p for mobilization. Conventional L1 retrotransposition reporters rely on spliceosome-dependent introns and cannot directly monitor Alu retrotransposition. Here, we developed EGFPTet, a fluorescent SINE reporter in which EGFP is interrupted by a Tetrahymena thermophila group I self-splicing intron. EGFPTet enabled flow cytometry, fluorescence microscopy, cell sorting, and time-course analysis of Alu mobilization without colony formation. Reporter activation required ORF2p reverse transcriptase activity, and recovered Alu-EGFPTet insertions displayed retrotransposition hallmarks. EGFPTet quantified Alu retrotransposition across cell lines and host-factor perturbations and was repurposed to detect mobilization of the phylogenetically distinct mouse B2 SINE. Defined amino acid substitutions generated an mTurquoise2 derivative without redesigning the self-splicing junctions, allowing dual-color analysis of Alu trans-mobilization and L1 cis retrotransposition in individual cells. In this assay, wild-type L1 supported a higher Alu retrotransposition frequency than the ORF1p-mutant L1. Despite their shared dependence on ORF2p, Alu co-expression did not significantly reduce L1 retrotransposition, and Alu/L1 dual-positive counts exceeded independence-based expectations, indicating preferential co-occurrence of the two reporter signals. EGFPTet provides a fluorescent platform for investigating the shared and distinct cellular conditions that support SINE and L1 mobilization.
Elkattawy, S. E.; Banerjee, T.; Belasco, J. G.
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Due to its crucial role in proteobacterial RNA processing and degradation, the synthesis of the endonuclease RNase E is tightly controlled by a post-transcriptional autoregulatory mechanism governed by the 5' untranslated region of rne mRNA, the transcript that encodes it. Previous studies have identified one structural component of the rne 5' untranslated region (hp2) that helps to mediate this process in Escherichia coli by binding to RNase E. Here, we show that another component (hp3), a branched stem-loop, makes an even greater contribution to feedback regulation of RNase E synthesis and that the effects of hp2 and hp3 are additive, suggesting independent function. Despite the structural complexity of hp3, a single constituent branch appears to be the principal source of its regulatory activity. This branch also enables hp3 to bind RNase E with high affinity. The secondary structure of this branch, including the presence of two internal loops essential for its impact, is conserved in diverse Enterobacterales species, whereas the sequence of the internal loops is not. We propose that hp2 and hp3 mediate autoregulation by recruiting RNase E to the rne transcript.
Brezellec, P.; Pasek, S.
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Chromosome replication initiation in bacterial genomes typically occurs at a single origin, called oriC, through the binding of the DnaA initiator protein to specific chromosomal repeats known as DnaA-boxes. Here, relying on comparative genomics, we show that the family Fusobacteriaceae, which belongs to the order Fusobacteriales alongside the family Leptotrichiaceae, deviates from this paradigm. Our analysis revealed a stark contrast between the two lineages: while dnaA flanks oriC in Leptotrichiaceae, it is notably missing from Fusobacteriaceae genomes. Adjacent to oriC in Fusobacteriaceae, we identified a gene encoding replication initiator protein A (RPA). We characterized RPA as a Rep-type initiator involved in plasmid replication that likely originated from an iteron-containing plasmid, iterons being the plasmid analogues of DnaA-boxes. Phylogenetic reconstruction indicates that the gene encoding RPA was acquired together with its associated iterons and subsequently domesticated by the Fusobacteriaceae ancestor, successfully displacing the ancestral chromosomal dnaA gene at the origin of replication. This shift to a plasmid-derived replication system may represent an adaptive trait of the Fusobacteriaceae, potentially offering new insights into the biology of Fusobacterium nucleatum, a member of this family known to be a major driver of colorectal cancer progression within the tumor microenvironment.
Luo, Y.-G.; Zhang, J.-Y.; Li, D.; Xie, Y.-T.; Lu, H.-T.; Feng, X.-M.; Ding, Y.-Z.; Zhou, H.-Y.; Qin, C.-F.; Liu, Z.-Y.
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The long-range RNA-RNA interaction between the termini of a flavivirus genome is controlled by multiple local RNA secondary and tertiary structures. However, a complete picture of this essential genome cyclization process is still elusive. Herein, by using selective 2'-hydroxyl acylation analyzed by primer extension (SHAPE), SHAPE and mutational profiling, in vitro RNA binding assays, and reverse genetics approaches, we demonstrated that the hairpin 2 in the capsid-coding region (cHP2) is required for efficient replication of yellow fever virus and functionally interacts with the 3'-small hairpin (sHP) during genome cyclization. Interestingly, through a combination of multidimensional chemical probing and functional characterization assays, it was discovered that the sHP forms previously unknown tertiary interactions with an immediately upstream GACG region embedded within the 3'-cyclization sequence. This crucial tertiary RNA motif accounts for a potential negative regulatory mechanism of genome cyclization and is universally conserved among the mosquito-borne-related flaviviruses, which constitute a major phylogenetic branch within the subgenus Euflavivirus, genus Orthoflavivirus. Our study highlights the intricacy of RNA-based regulation in flaviviruses.
Clark, N. E.; Mallory, H.; Ndong, C. J.; Schraut, M. R.; Winters, R. A.; Freise, J.; Kier, B. L.; Ranaghan, M. J.; Deprez, L.; Dillen, S.; Kearns, K.; Zhu, J.; Scanlon, T. C.
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Double-stranded RNAs are inflammatory byproducts of in vitro transcription of single-stranded RNA. Here we investigate removal of dsRNA byproducts using dsRNA affinity chromatography (dsRNA-AC) and two common mRNA molecules: 1) GFP, and 2) high dsRNA wild-type firefly luciferase (fLucWT). For GFP mRNA, dsRNA levels decreased by 2,000-fold, and mRNA recovery was high. In contrast, dsRNA levels decreased only two-fold for fLucWT, and mRNA yields were lower. Biophysical characterization revealed that fLucWT contains polydisperse higher-order structures that interfered with dsRNA-AC. Sedimentation-velocity analytical ultracentrifugation experiments demonstrated the higher-order structures were driven by mRNA concentration. Decreasing fLucWT concentrations increased the effectiveness of dsRNA-AC by reducing polydispersity. dsRNA levels were measured with ELISA, dot-blots, immuno-northern blots, and a cell-based interferon release assay, enabling comparison and cross-validation of these analytical methods. dsRNA-AC is a new chromatography modality, and this study identifies sample polydispersity as a key determinant of efficient dsRNA removal.
Polymenidou, M.; Zbinden, A.; Smok, I.; Pellegrini, F.; Oertel, A.; Clery, A.; Wiersma, V. I.; Huang, W.-P.; Gatta, B.; Zhong, W.; Li, Y.; Götze, M.; Peter, M.; Bargenda, N.; Hruska-Plochan, M.; Caflisch, A.; Fratta, P.; Shelkovnikova, T.; Allain, F. H.- T.; Leitner, A.
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TDP-43 aggregation is a pathological feature of several neurodegenerative diseases, resulting in nuclear loss of function and RNA dysregulation, including cryptic exon derepression. TDP-43 comprises two RNA recognition motifs required for canonical RNA binding, a low-complexity domain implicated in phase separation, and an N-terminal domain (NTD) that mediates oligomerization. While NTD-driven oligomerization is critical for TDP-43 splicing function, some studies suggest a direct interaction of NTD with RNA. Here, we investigated RNA binding by the NTD and its functional interplay with oligomerization. We show that the NTD preferentially binds UG-rich RNA via residues located at the oligomerization interface. The NTD engaged RNA only on monomeric TDP-43, as RNA binding and oligomerization compete for the same interface and rely on similar interaction modes. By disentangling these competing activities, we demonstrated that oligomerization, but not NTD-RNA interaction, is essential for TDP-43-dependent alternative splicing and repression of cryptic exons. Our findings uncover a previously unappreciated RNA-binding activity within the TDP-43 NTD that directly competes with oligomerization and establish oligomerization as a key determinant of TDP-43 cryptic exon repression.
Kennel, N. R.; Becker, N. A.; Peters, J. P.; Maher, L. J.
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We are interested in DNA stiffness in vitro and in vivo. Classical approaches for measuring this parameter in vitro involve tedious T4 DNA ligase-mediated cyclization kinetics experiments performed for one DNA fragment length at a time to establish effective local end-end concentrations (J-factors). Protein-mediated DNA looping is a more relevant biological reaction. An efficient approach to determine length-dependent protein-mediated DNA J-loop values in vitro has been lacking. We describe LOOP-TAG, a massively-parallel method. We leverage intramolecular DNA looping and tagmentation catalyzed by Tn5 transposase (Tnp) tethered to the terminus of a ~1,000-bp bead-bound duplex DNA. We detected loops terminating with Tnp. Counts of the resulting DNA looping-dependent bead-bound tagmentation products from deep sequencing determine DNA loop length probabilities at single-base pair resolution for all bead-bound fragments. When normalized to DNA fragment length probabilities from tagmentation using known concentrations of free Tnp, length-dependent J-loop values are directly determined. We demonstrate LOOP-TAG for Tnp tethered in two ways and in the presence of DNA-kinking architectural DNA binding protein Nhp6A. Intermediate length J-loop values are consistent with expectations of wormlike chain theory after accounting for strong sequence-dependence of Tnp. DNA loops are shifted to smaller sizes in the presence of Nhp6A, as predicted.
Saravanan, S.; Koetje, A. I.; King, G. A.; Rueda, D. S.; Aragon, L.
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DNA catenation between sister chromatids arises during replication and must be efficiently resolved to ensure faithful chromosome segregation. The removal of DNA catenation is generally attributed to the type II topoisomerase TOP2, which catalyses double-stranded DNA passage reactions and can therefore directly remove inter-DNA linkages. By contrast, the type IA topoisomerase TOP3 catalyses strand passage through transient breaks in single-stranded DNA. Here, using single-molecule optical tweezers and fluorescence microscopy, we show that negative supercoiling promotes local melting of duplex DNA at DNA-DNA crossings within braided molecules, generating single-stranded DNA that can be engaged by TOP3. These supercoiled substrates can be efficiently resolved by TOP3-RMI1-RMI2 (TRR), whereas relaxed DNA is resistant to TRR decatenation. Moreover, we find that RMI2 and the ssDNA binding Replication Protein A (RPA) stimulates TOP3 decatenation and demonstrate that decatenation remains viable up to 30pN of tension on the substrate. These findings reveal a mechanism by which torsional stress converts an otherwise inaccessible duplex DNA crossing into a substrate for a single-strand-specific topoisomerase. We propose that negative supercoiling can therefore direct type IA topoisomerases to topological DNA linkages by promoting local duplex melting, providing a physical mechanism that couples DNA supercoiling to the resolution of DNA entanglements.
Choi, B.-E.; Wilson, H.; Wang, Q.
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The structural flexibility of RNA is essential for forming ribonucleoprotein (RNP) complexes, which regulate diverse biological processes. This intrinsic property permits RNA to act as a dynamic scaffold along the assembly pathway as it folds into a specific structure for initial recognition by protein and undergoes conformational rearrangements for functional maturation as a complex. Yet, RNA flexibility and RNP multicomponent assembly create significant obstacles for traditional structural methods. To overcome these challenges, we applied recently developed ABEL-FRET spectroscopy to measure tether-free single-molecule Forster resonance energy transfer (smFRET) over extended observation times. Furthermore, ABEL-FRET enables the unique ability for simultaneous measurements of ultrahigh resolution smFRET and hydrodynamic size of individual complexes, which offers distinct advantages for studying dynamic RNA molecules that undergo assembly via sequential binding events. Using ABEL-FRET, we explored how the guide RNA (gRNA) of CRISPR genome editing system folds and modulates its structural flexibility to carry out the roles required for each assembly state from its unbound apo form to the functional Cas9 RNP state for target DNA cleavage. Multi-perspective view of gRNA structure gained by probing its two primary functional domains enabled to capture dramatic changes in gRNA flexibility that are highly dependent on its specific structural domains as well as assembly states. Collectively, our work with ABEL-FRET highlights the intrinsic link between the structural flexibility of RNA and its functionality in RNP assembly.
Fauconnet, Y.; Deng, S.; Koundri, R.; Pagani, M.; Quignot, C.; Antonio, D.; Andreani, J.
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Protein-RNA interactions play a central role in many cellular processes, such as gene regulation, protein synthesis and viral infections. Although a few thousand protein-RNA complexes have been structurally characterized, they represent only a small fraction of all interactions. This lack of experimental data limits the ability of deep-learning based approaches such as AlphaFold3 to predict structures of protein-RNA interactions. In this study, we investigate protein-RNA binding specificity by enriching experimental structures with omics data. To this end, we present a scoring approach and associated web resource quantifying the agreement between experimental structures of protein-RNA interfaces and their omics-derived binding preferences, allowing us to identify interaction motif cores. Through key structural and evolutionary features, we further highlight that these motif cores correspond to important interface regions. We then leverage the dataset of protein-RNA complexes for which structural information can be combined with binding preferences in order to benchmark the ability of AlphaFold3 to predict protein-RNA interaction specificity. To this aim, we run AlphaFold3 predictions using different RNA inputs, from the exact sequence present in the experimental structure to a non-specific sequence, including sequences embedding the consensus binding motif from in vitro experiments. We show that despite good prediction quality, the sensitivity of AlphaFold3 to the exact RNA sequence used as input indicates signs of memorization. We examine some particular complexes and uncover challenges encountered by our scoring workflow and AlphaFold3, especially in the case of alternative binding modes. Altogether, this work evidences both the promise and current limitations of deep learning approaches for protein-RNA structure prediction, and provides a resource to guide their further development.
Danga, A. K.; Canale, C.; Ponti, R. D.; Tartaglia, G. G.; Cerase, A.
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Background: X-chromosome inactivation (XCI) evolved independently in eutherian and marsupial mammals, where it is orchestrated by the unrelated long non-coding RNAs Xist and RSX, respectively. Xist organizes a repressive nuclear compartment through multivalent RNA-protein interactions, but whether RSX exploits similar biophysical principles remains unknown. A recent paper has identified bona fide RSX interacting proteins. Results: We integrated proteome-scale RNA-protein interaction prediction, experimental validation, phase-separation propensity analysis, functional annotation and comparative RNA-structure modelling to characterize the RSX interaction landscape. Using catRAPID, we ranked 1,168 RNA-binding proteins from the native Monodelphis domestica proteome. Predictions were significantly enriched for experimentally identified RSX interactors, with 4.85-fold enrichment among the top 50 candidates (P approximately 1.6 x 10-5), increasing to approximately eightfold for proteins shared by the experimental RSX and Xist interactomes (P approximately 2 x 10-6). Among 30 high-confidence RSX interactors, 13 were experimentally supported, 17 were previously unrecognized candidates and 17 exhibited high phase-separation propensity. The network was enriched in ribonucleoprotein granules and nuclear bodies and converged on m6A regulators and SR-family splicing factors. Comparative modelling detected no conserved secondary or tertiary architecture between RSX and Xist. Conclusions: RSX and Xist appear to have converged not through RNA sequence or global structure, but through recruitment of related, condensation-prone protein networks. These findings identify interaction-network and biophysical convergence as a potential principle of lncRNA-mediated chromosome regulation and provide testable candidates for determining whether RSX establishes a condensate-like compartment on the marsupial inactive X.
Hirsch, M.; Benny, A. L.; Hofmann, L.; Shenberger, Y.; Gevorkyan Airapetov, L.; Saxena, S.; Ruthstein, S.
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Copper is essential yet potentially toxic, requiring tight regulation of intracellular concentration. The copper-responsive transcriptional repressor CopY is unusual among bacterial metalloregulators because it occupies two operator sites within the cop promoter. Although two CopY dimers bind these operators independently, the mechanistic significance of this dual-operator architecture remains unclear. Here, we combine biochemical assays, circular dichroism (CD), and electron paramagnetic resonance (EPR) distance measurements to define the molecular basis of CopY-mediated repression. CopY binds the proximal operator with higher affinity than the distal operator. CD measurements further show that DNA binding increases CopY thermal stability, with greater stabilization by the proximal operator. Conversely, DNA-based EPR measurements reveal comparable CopY-induced compaction of both operators. Thus, protein stabilization and DNA deformation represent distinct components of repression. Moreover, site-directed spin labeling and EPR demonstrate that the metal binding domain is conformationally heterogeneous and highly flexible. DNA binding has only a marginal effect on this flexibility. Thus, the metal site is not a rigid pocket but a dynamic one, even in the DNA-bound repressor, a property that may facilitate Cu(I) capture and hence derepression once copper levels rise. We propose that the proximal operator serves as a high-affinity anchoring site, whereas the distal operator primarily promotes promoter remodeling, and that the plasticity of the metal binding domain is retained in the DNA-bound repressor. Together, these findings support a "transcriptional duet" model in which two CopY dimers bound to non-equivalent operators make distinct and complementary contributions to repression.