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1.
Cell ; 184(18): 4680-4696.e22, 2021 09 02.
Article in English | MEDLINE | ID: mdl-34380047

ABSTRACT

Mutations causing amyotrophic lateral sclerosis (ALS) often affect the condensation properties of RNA-binding proteins (RBPs). However, the role of RBP condensation in the specificity and function of protein-RNA complexes remains unclear. We created a series of TDP-43 C-terminal domain (CTD) variants that exhibited a gradient of low to high condensation propensity, as observed in vitro and by nuclear mobility and foci formation. Notably, a capacity for condensation was required for efficient TDP-43 assembly on subsets of RNA-binding regions, which contain unusually long clusters of motifs of characteristic types and density. These "binding-region condensates" are promoted by homomeric CTD-driven interactions and required for efficient regulation of a subset of bound transcripts, including autoregulation of TDP-43 mRNA. We establish that RBP condensation can occur in a binding-region-specific manner to selectively modulate transcriptome-wide RNA regulation, which has implications for remodeling RNA networks in the context of signaling, disease, and evolution.


Subject(s)
DNA-Binding Proteins/metabolism , RNA-Binding Proteins/metabolism , RNA/metabolism , 3' Untranslated Regions/genetics , Base Sequence , Cell Nucleus/metabolism , HEK293 Cells , HeLa Cells , Homeostasis , Humans , Mutation/genetics , Nucleotide Motifs/genetics , Phase Transition , Point Mutation/genetics , Poly A/metabolism , Protein Binding , Protein Multimerization , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sequence Deletion
2.
Cell ; 174(5): 1067-1081.e17, 2018 08 23.
Article in English | MEDLINE | ID: mdl-30078707

ABSTRACT

Long mammalian introns make it challenging for the RNA processing machinery to identify exons accurately. We find that LINE-derived sequences (LINEs) contribute to this selection by recruiting dozens of RNA-binding proteins (RBPs) to introns. This includes MATR3, which promotes binding of PTBP1 to multivalent binding sites within LINEs. Both RBPs repress splicing and 3' end processing within and around LINEs. Notably, repressive RBPs preferentially bind to evolutionarily young LINEs, which are located far from exons. These RBPs insulate the LINEs and the surrounding intronic regions from RNA processing. Upon evolutionary divergence, changes in RNA motifs within LINEs lead to gradual loss of their insulation. Hence, older LINEs are located closer to exons, are a common source of tissue-specific exons, and increasingly bind to RBPs that enhance RNA processing. Thus, LINEs are hubs for the assembly of repressive RBPs and also contribute to the evolution of new, lineage-specific transcripts in mammals. VIDEO ABSTRACT.


Subject(s)
Heterogeneous-Nuclear Ribonucleoproteins/chemistry , Long Interspersed Nucleotide Elements , Nuclear Matrix-Associated Proteins/chemistry , Polyadenylation , Polypyrimidine Tract-Binding Protein/chemistry , RNA-Binding Proteins/chemistry , RNA/chemistry , Alternative Splicing , Animals , Binding Sites , Exons , HeLa Cells , Humans , Introns , Mice , Mutation , Nucleotide Motifs , Phylogeny , Protein Binding , Protein Interaction Mapping , RNA Splicing
3.
Mol Cell ; 73(4): 699-713.e6, 2019 02 21.
Article in English | MEDLINE | ID: mdl-30554945

ABSTRACT

The CRISPR-Cas9 system has successfully been adapted to edit the genome of various organisms. However, our ability to predict the editing outcome at specific sites is limited. Here, we examined indel profiles at over 1,000 genomic sites in human cells and uncovered general principles guiding CRISPR-mediated DNA editing. We find that precision of DNA editing (i.e., recurrence of a specific indel) varies considerably among sites, with some targets showing one highly preferred indel and others displaying numerous infrequent indels. Editing precision correlates with editing efficiency and a preference for single-nucleotide homologous insertions. Precise targets and editing outcome can be predicted based on simple rules that mainly depend on the fourth nucleotide upstream of the protospacer adjacent motif (PAM). Indel profiles are robust, but they can be influenced by chromatin features. Our findings have important implications for clinical applications of CRISPR technology and reveal general patterns of broken end joining that can provide insights into DNA repair mechanisms.


Subject(s)
CRISPR-Associated Protein 9/genetics , CRISPR-Cas Systems , Clustered Regularly Interspaced Short Palindromic Repeats , DNA/genetics , Gene Deletion , Gene Editing/methods , Mutagenesis, Insertional , CRISPR-Associated Protein 9/metabolism , Cell Proliferation , Chromatin/genetics , Chromatin/metabolism , Chromatin Assembly and Disassembly , DNA/metabolism , HEK293 Cells , Hep G2 Cells , High-Throughput Nucleotide Sequencing , Humans , Nucleotide Motifs , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/metabolism
4.
RNA ; 29(6): 715-723, 2023 06.
Article in English | MEDLINE | ID: mdl-36894192

ABSTRACT

CLIP technologies are now widely used to study RNA-protein interactions and many data sets are now publicly available. An important first step in CLIP data exploration is the visual inspection and assessment of processed genomic data on selected genes or regions and performing comparisons: either across conditions within a particular project, or incorporating publicly available data. However, the output files produced by data processing pipelines or preprocessed files available to download from data repositories are often not suitable for direct comparison and usually need further processing. Furthermore, to derive biological insight it is usually necessary to visualize a CLIP signal alongside other data such as annotations, or orthogonal functional genomic data (e.g., RNA-seq). We have developed a simple, but powerful, command-line tool: clipplotr, which facilitates these visual comparative and integrative analyses with normalization and smoothing options for CLIP data and the ability to show these alongside reference annotation tracks and functional genomic data. These data can be supplied as input to clipplotr in a range of file formats, which will output a publication quality figure. It is written in R and can both run on a laptop computer independently or be integrated into computational workflows on a high-performance cluster. Releases, source code, and documentation are freely available at https://github.com/ulelab/clipplotr.


Subject(s)
Genomics , Software , Genome , RNA-Seq
5.
Nucleic Acids Res ; 51(8): 3573-3589, 2023 05 08.
Article in English | MEDLINE | ID: mdl-37013995

ABSTRACT

The structure of mRNA molecules plays an important role in its interactions with trans-acting factors, notably RNA binding proteins (RBPs), thus contributing to the functional consequences of this interplay. However, current transcriptome-wide experimental methods to chart these interactions are limited by their poor sensitivity. Here we extend the hiCLIP atlas of duplexes bound by Staufen1 (STAU1) ∼10-fold, through careful consideration of experimental assumptions, and the development of bespoke computational methods which we apply to existing data. We present Tosca, a Nextflow computational pipeline for the processing, analysis and visualisation of proximity ligation sequencing data generally. We use our extended duplex atlas to discover insights into the RNA selectivity of STAU1, revealing the importance of structural symmetry and duplex-span-dependent nucleotide composition. Furthermore, we identify heterogeneity in the relationship between transcripts with STAU1-bound 3' UTR duplexes and metabolism of the associated RNAs that we relate to RNA structure: transcripts with short-range proximal 3' UTR duplexes have high degradation rates, but those with long-range duplexes have low rates. Overall, our work enables the integrative analysis of proximity ligation data delivering insights into specific features and effects of RBP-RNA structure interactions.


Subject(s)
RNA-Binding Proteins , Trans-Activators , 3' Untranslated Regions/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Trans-Activators/metabolism , Protein Binding
6.
Nucleic Acids Res ; 49(6): 3168-3184, 2021 04 06.
Article in English | MEDLINE | ID: mdl-33684213

ABSTRACT

Reactive astrocytes are implicated in amyotrophic lateral sclerosis (ALS), although the mechanisms controlling reactive transformation are unknown. We show that decreased intron retention (IR) is common to human-induced pluripotent stem cell (hiPSC)-derived astrocytes carrying ALS-causing mutations in VCP, SOD1 and C9orf72. Notably, transcripts with decreased IR and increased expression are overrepresented in reactivity processes including cell adhesion, stress response and immune activation. This was recapitulated in public-datasets for (i) hiPSC-derived astrocytes stimulated with cytokines to undergo reactive transformation and (ii) in vivo astrocytes following selective deletion of TDP-43. We also re-examined public translatome sequencing (TRAP-seq) of astrocytes from a SOD1 mouse model, which revealed that transcripts upregulated in translation significantly overlap with transcripts exhibiting decreased IR. Using nucleocytoplasmic fractionation of VCP mutant astrocytes coupled with mRNA sequencing and proteomics, we identify that decreased IR in nuclear transcripts is associated with enhanced nonsense mediated decay and increased cytoplasmic expression of transcripts and proteins regulating reactive transformation. These findings are consistent with a molecular model for reactive transformation in astrocytes whereby poised nuclear reactivity-related IR transcripts are spliced, undergo nuclear-to-cytoplasmic translocation and translation. Our study therefore provides new insights into the molecular regulation of reactive transformation in astrocytes.


Subject(s)
Alternative Splicing , Amyotrophic Lateral Sclerosis/genetics , Astrocytes/metabolism , Introns , Animals , Astrocytes/drug effects , Calcium Channels/genetics , Cell Nucleus/genetics , Cells, Cultured , Cytokines/pharmacology , Cytoplasm/genetics , Cytoplasm/metabolism , DNA-Binding Proteins/genetics , Gene Expression , Humans , Mice , Mutation , Superoxide Dismutase-1/genetics , Translocation, Genetic , Valosin Containing Protein/genetics
7.
Int J Mol Sci ; 22(23)2021 Dec 01.
Article in English | MEDLINE | ID: mdl-34884825

ABSTRACT

RNA-binding proteins (RBPs) act as posttranscriptional regulators controlling the fate of target mRNAs. Unraveling how RNAs are recognized by RBPs and in turn are assembled into neuronal RNA granules is therefore key to understanding the underlying mechanism. While RNA sequence elements have been extensively characterized, the functional impact of RNA secondary structures is only recently being explored. Here, we show that Staufen2 binds complex, long-ranged RNA hairpins in the 3'-untranslated region (UTR) of its targets. These structures are involved in the assembly of Staufen2 into RNA granules. Furthermore, we provide direct evidence that a defined Rgs4 RNA duplex regulates Staufen2-dependent RNA localization to distal dendrites. Importantly, disrupting the RNA hairpin impairs the observed effects. Finally, we show that these secondary structures differently affect protein expression in neurons. In conclusion, our data reveal the importance of RNA secondary structure in regulating RNA granule assembly, localization and eventually translation. It is therefore tempting to speculate that secondary structures represent an important code for cells to control the intracellular fate of their mRNAs.


Subject(s)
Cytoplasmic Ribonucleoprotein Granules/chemistry , Neurons/metabolism , RGS Proteins/genetics , RNA, Messenger/chemistry , RNA-Binding Proteins/metabolism , 3' Untranslated Regions , Animals , Cells, Cultured , Cytoplasmic Ribonucleoprotein Granules/metabolism , Female , Neurons/cytology , Nucleic Acid Conformation , RNA Interference , RNA, Messenger/metabolism , RNA, Small Interfering/metabolism , RNA-Binding Proteins/antagonists & inhibitors , RNA-Binding Proteins/genetics , Rats , Rats, Sprague-Dawley
8.
Clin Med (Lond) ; 15(4): 368-70, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26407387

ABSTRACT

There have been a number of developments in the management of venous thromboembolism over the past few years. Old questions, such as thrombolysis, have been revisited in recent trials. New initiatives, such as ambulatory care pathways, are being established across the country. This conference brought together doctors from the UK, USA, Spain and Australia to review the up-to-date management of venous thromboembolism.


Subject(s)
Ambulatory Care/methods , Disease Management , Venous Thromboembolism/therapy , Humans
9.
Nat Commun ; 15(1): 4819, 2024 Jun 06.
Article in English | MEDLINE | ID: mdl-38844464

ABSTRACT

Neuronal differentiation requires building a complex intracellular architecture, and therefore the coordinated regulation of defined sets of genes. RNA-binding proteins (RBPs) play a key role in this regulation. However, while their action on individual mRNAs has been explored in depth, the mechanisms used to coordinate gene expression programs shaping neuronal morphology are poorly understood. To address this, we studied how the paradigmatic RBP IMP1 (IGF2BP1), an essential developmental factor, selects and regulates its RNA targets during the human neuronal differentiation. We perform a combination of system-wide and molecular analyses, revealing that IMP1 developmentally transitions to and directly regulates the expression of mRNAs encoding essential regulators of the microtubule network, a key component of neuronal morphology. Furthermore, we show that m6A methylation drives the selection of specific IMP1 mRNA targets and their protein expression during the developmental transition from neural precursors to neurons, providing a molecular principle for the onset of target selectivity.


Subject(s)
Cell Differentiation , Microtubules , Neurons , RNA, Messenger , RNA-Binding Proteins , Humans , RNA-Binding Proteins/metabolism , RNA-Binding Proteins/genetics , Microtubules/metabolism , Neurons/metabolism , Neurons/cytology , Cell Differentiation/genetics , RNA, Messenger/metabolism , RNA, Messenger/genetics , Methylation , Neurogenesis/genetics , Adenosine/metabolism , Adenosine/analogs & derivatives , Gene Expression Regulation, Developmental
10.
Neuron ; 111(19): 3011-3027.e7, 2023 10 04.
Article in English | MEDLINE | ID: mdl-37480846

ABSTRACT

Amyotrophic lateral sclerosis (ALS) is characterized by nucleocytoplasmic mislocalization of the RNA-binding protein (RBP) TDP-43. However, emerging evidence suggests more widespread mRNA and protein mislocalization. Here, we employed nucleocytoplasmic fractionation, RNA sequencing, and mass spectrometry to investigate the localization of mRNA and protein in induced pluripotent stem cell-derived motor neurons (iPSMNs) from ALS patients with TARDBP and VCP mutations. ALS mutant iPSMNs exhibited extensive nucleocytoplasmic mRNA redistribution, RBP mislocalization, and splicing alterations. Mislocalized proteins exhibited a greater affinity for redistributed transcripts, suggesting a link between RBP mislocalization and mRNA redistribution. Notably, treatment with ML240, a VCP ATPase inhibitor, partially restored mRNA and protein localization in ALS mutant iPSMNs. ML240 induced changes in the VCP interactome and lysosomal localization and reduced oxidative stress and DNA damage. These findings emphasize the link between RBP mislocalization and mRNA redistribution in ALS motor neurons and highlight the therapeutic potential of VCP inhibition.


Subject(s)
Amyotrophic Lateral Sclerosis , Humans , Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/metabolism , Adenosine Triphosphatases/genetics , Adenosine Triphosphatases/metabolism , RNA, Messenger/metabolism , Motor Neurons/metabolism , RNA-Binding Proteins/metabolism , Valosin Containing Protein/genetics
11.
Nat Commun ; 14(1): 2176, 2023 04 20.
Article in English | MEDLINE | ID: mdl-37080969

ABSTRACT

Amyotrophic Lateral Sclerosis (ALS) causes motor neuron degeneration, with 97% of cases exhibiting TDP-43 proteinopathy. Elucidating pathomechanisms has been hampered by disease heterogeneity and difficulties accessing motor neurons. Human induced pluripotent stem cell-derived motor neurons (iPSMNs) offer a solution; however, studies have typically been limited to underpowered cohorts. Here, we present a comprehensive compendium of 429 iPSMNs from 15 datasets, and 271 post-mortem spinal cord samples. Using reproducible bioinformatic workflows, we identify robust upregulation of p53 signalling in ALS in both iPSMNs and post-mortem spinal cord. p53 activation is greatest with C9orf72 repeat expansions but is weakest with SOD1 and FUS mutations. TDP-43 depletion potentiates p53 activation in both post-mortem neuronal nuclei and cell culture, thereby functionally linking p53 activation with TDP-43 depletion. ALS iPSMNs and post-mortem tissue display enrichment of splicing alterations, somatic mutations, and gene fusions, possibly contributing to the DNA damage response.


Subject(s)
Amyotrophic Lateral Sclerosis , DNA-Binding Proteins , Genomic Instability , Transcriptome , Alternative Splicing/genetics , Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/metabolism , Amyotrophic Lateral Sclerosis/pathology , Cadaver , Cohort Studies , Datasets as Topic , DNA Damage , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , Gene Fusion , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Motor Neurons/cytology , Motor Neurons/metabolism , Mutation , Spinal Cord/metabolism , Transcriptome/genetics , Humans
13.
Nat Struct Mol Biol ; 26(10): 930-940, 2019 10.
Article in English | MEDLINE | ID: mdl-31570875

ABSTRACT

Studies of spliceosomal interactions are challenging due to their dynamic nature. Here we used spliceosome iCLIP, which immunoprecipitates SmB along with small nuclear ribonucleoprotein particles and auxiliary RNA binding proteins, to map spliceosome engagement with pre-messenger RNAs in human cell lines. This revealed seven peaks of spliceosomal crosslinking around branchpoints (BPs) and splice sites. We identified RNA binding proteins that crosslink to each peak, including known and candidate splicing factors. Moreover, we detected the use of over 40,000 BPs with strong sequence consensus and structural accessibility, which align well to nearby crosslinking peaks. We show how the position and strength of BPs affect the crosslinking patterns of spliceosomal factors, which bind more efficiently upstream of strong or proximally located BPs and downstream of weak or distally located BPs. These insights exemplify spliceosome iCLIP as a broadly applicable method for transcriptomic studies of splicing mechanisms.


Subject(s)
RNA Precursors/metabolism , Ribonucleoproteins, Small Nuclear/metabolism , Spliceosomes/metabolism , Cell Line , Humans , RNA Splice Sites , RNA Splicing , RNA-Binding Proteins/metabolism
14.
Annu Rev Biomed Data Sci ; 1(1): 235-261, 2018 Jul 20.
Article in English | MEDLINE | ID: mdl-37123514

ABSTRACT

An interplay of experimental and computational methods is required to achieve a comprehensive understanding of protein-RNA interactions. UV crosslinking and immunoprecipitation (CLIP) identifies endogenous interactions by sequencing RNA fragments that copurify with a selected RNA-binding protein under stringent conditions. Here we focus on approaches for the analysis of the resulting data and appraise the methods for peak calling, visualization, analysis, and computational modeling of protein-RNA binding sites. We advocate that the sensitivity and specificity of data be assessed in combination for computational quality control. Moreover, we demonstrate the value of analyzing sequence motif enrichment in peaks assigned from CLIP data and of visualizing RNA maps, which examine the positional distribution of peaks around regulated landmarks in transcripts. We use these to assess how variations in CLIP data quality and in different peak calling methods affect the insights into regulatory mechanisms. We conclude by discussing future opportunities for the computational analysis of protein-RNA interaction experiments.

15.
Nat Protoc ; 12(3): 611-637, 2017 03.
Article in English | MEDLINE | ID: mdl-28230851

ABSTRACT

The structure of RNA molecules has a critical role in regulating gene expression, largely through influencing their interactions with RNA-binding proteins (RBPs). RNA hybrid and individual-nucleotide resolution UV cross-linking and immunoprecipitation (hiCLIP) is a transcriptome-wide method of monitoring these interactions by identifying RNA duplexes bound by a specific RBP. The hiCLIP protocol consists of the following steps: in vivo cross-linking of RBPs to their bound RNAs; partial RNA digestion and purification of RNA duplexes interacting with the specific RBP using immunoprecipitation; ligation of the two arms of RNA duplexes via a linker; reverse transcription; cDNA library amplification; and finally high-throughput DNA sequencing. Mapping of the sequenced arms to a reference transcriptome identifies the exact locations of duplexes. hiCLIP data can directly identify all types of RNA duplexes bound by RBPs, including those that are challenging to predict computationally, such as intermolecular and long-range intramolecular duplexes. Moreover, the use of an adaptor that links the two arms of the RNA duplex permits hiCLIP to unambiguously identify the duplexes. Here we describe in detail the procedure for a hiCLIP experiment and the subsequent streamlined data analysis with an R package, 'hiclipr' (https://github.com/luslab/hiclipr/). Preparation of the library for high-throughput DNA sequencing takes ∼7 d and the basic bioinformatic pipeline takes 1 d.


Subject(s)
Immunoprecipitation/methods , RNA-Binding Proteins/metabolism , RNA/isolation & purification , RNA/metabolism , Cell Line , Collodion/chemistry , Computational Biology , Electrophoresis, Polyacrylamide Gel , Membranes, Artificial , Protein Binding , RNA/chemistry , Substrate Specificity
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