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1.
N Engl J Med ; 384(23): 2212-2218, 2021 06 10.
Article in English | MEDLINE | ID: mdl-33882219

ABSTRACT

Emerging variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are of clinical concern. In a cohort of 417 persons who had received the second dose of BNT162b2 (Pfizer-BioNTech) or mRNA-1273 (Moderna) vaccine at least 2 weeks previously, we identified 2 women with vaccine breakthrough infection. Despite evidence of vaccine efficacy in both women, symptoms of coronavirus disease 2019 developed, and they tested positive for SARS-CoV-2 by polymerase-chain-reaction testing. Viral sequencing revealed variants of likely clinical importance, including E484K in 1 woman and three mutations (T95I, del142-144, and D614G) in both. These observations indicate a potential risk of illness after successful vaccination and subsequent infection with variant virus, and they provide support for continued efforts to prevent and diagnose infection and to characterize variants in vaccinated persons. (Funded by the National Institutes of Health and others.).


Subject(s)
Antibodies, Neutralizing/blood , COVID-19 Vaccines , COVID-19/virology , Mutation , SARS-CoV-2/genetics , 2019-nCoV Vaccine mRNA-1273 , Aged , Antibodies, Viral/blood , BNT162 Vaccine , COVID-19/diagnosis , Female , Humans , Middle Aged , Neutralization Tests , Phylogeny , Polymerase Chain Reaction , SARS-CoV-2/immunology , SARS-CoV-2/isolation & purification , Sequence Analysis, RNA , Spike Glycoprotein, Coronavirus/genetics , Viral Load
2.
Cell ; 139(5): 945-56, 2009 Nov 25.
Article in English | MEDLINE | ID: mdl-19945378

ABSTRACT

Compelling evidence indicates that the CRISPR-Cas system protects prokaryotes from viruses and other potential genome invaders. This adaptive prokaryotic immune system arises from the clustered regularly interspaced short palindromic repeats (CRISPRs) found in prokaryotic genomes, which harbor short invader-derived sequences, and the CRISPR-associated (Cas) protein-coding genes. Here, we have identified a CRISPR-Cas effector complex that is comprised of small invader-targeting RNAs from the CRISPR loci (termed prokaryotic silencing (psi)RNAs) and the RAMP module (or Cmr) Cas proteins. The psiRNA-Cmr protein complexes cleave complementary target RNAs at a fixed distance from the 3' end of the integral psiRNAs. In Pyrococcus furiosus, psiRNAs occur in two size forms that share a common 5' sequence tag but have distinct 3' ends that direct cleavage of a given target RNA at two distinct sites. Our results indicate that prokaryotes possess a unique RNA silencing system that functions by homology-dependent cleavage of invader RNAs.


Subject(s)
Archaeal Proteins/immunology , Pyrococcus furiosus/immunology , RNA Interference , RNA, Archaeal/immunology , Archaeal Proteins/metabolism , Base Sequence , Pyrococcus furiosus/genetics , Pyrococcus furiosus/metabolism , Pyrococcus furiosus/virology , RNA, Archaeal/chemistry , RNA, Archaeal/genetics , RNA, Archaeal/metabolism , RNA, Viral/immunology , RNA, Small Untranslated
3.
N Engl J Med ; 383(3): 218-228, 2020 07 16.
Article in English | MEDLINE | ID: mdl-32668112

ABSTRACT

BACKGROUND: Rheumatoid arthritis, like many inflammatory diseases, is characterized by episodes of quiescence and exacerbation (flares). The molecular events leading to flares are unknown. METHODS: We established a clinical and technical protocol for repeated home collection of blood in patients with rheumatoid arthritis to allow for longitudinal RNA sequencing (RNA-seq). Specimens were obtained from 364 time points during eight flares over a period of 4 years in our index patient, as well as from 235 time points during flares in three additional patients. We identified transcripts that were differentially expressed before flares and compared these with data from synovial single-cell RNA-seq. Flow cytometry and sorted-blood-cell RNA-seq in additional patients were used to validate the findings. RESULTS: Consistent changes were observed in blood transcriptional profiles 1 to 2 weeks before a rheumatoid arthritis flare. B-cell activation was followed by expansion of circulating CD45-CD31-PDPN+ preinflammatory mesenchymal, or PRIME, cells in the blood from patients with rheumatoid arthritis; these cells shared features of inflammatory synovial fibroblasts. Levels of circulating PRIME cells decreased during flares in all 4 patients, and flow cytometry and sorted-cell RNA-seq confirmed the presence of PRIME cells in 19 additional patients with rheumatoid arthritis. CONCLUSIONS: Longitudinal genomic analysis of rheumatoid arthritis flares revealed PRIME cells in the blood during the period before a flare and suggested a model in which these cells become activated by B cells in the weeks before a flare and subsequently migrate out of the blood into the synovium. (Funded by the National Institutes of Health and others.).


Subject(s)
Arthritis, Rheumatoid/blood , B-Lymphocytes/physiology , Gene Expression , Mesenchymal Stem Cells , Sequence Analysis, RNA/methods , Adult , Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/immunology , Female , Fibroblasts/metabolism , Flow Cytometry , Humans , Male , Mesenchymal Stem Cells/metabolism , Middle Aged , Patient Acuity , Surveys and Questionnaires , Symptom Flare Up , Synovial Fluid/cytology
4.
Genes Dev ; 28(21): 2432-43, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-25367038

ABSTRACT

The effector complex of the Cmr/type III-B CRISPR (clustered regularly interspaced short palindromic repeat)-Cas (CRISPR-associated) system cleaves RNAs recognized by the CRISPR RNA (crRNA) of the complex and includes six protein subunits of unknown functions. Using reconstituted Pyrococcus furiosus Cmr complexes, we found that each of the six Cmr proteins plays a critical role in either crRNA interaction or target RNA capture. Cmr2, Cmr3, Cmr4, and Cmr5 are all required for formation of a crRNA-containing complex detected by native gel electrophoresis, and the conserved 5' repeat sequence tag and 5'-OH group of the crRNA are essential for the interaction. Interestingly, capture of the complementary target RNA additionally requires both Cmr1 and Cmr6. In detailed functional studies, we determined that P. furiosus Cmr complexes cleave target RNAs at 6-nucleotide (nt) intervals in the region of complementarity, beginning 5 nt downstream from the crRNA tag and continuing to within ∼14 nt of the 3' end of the crRNA. Our findings indicate that Cmr3 recognizes the signature crRNA tag sequence (and depends on protein-protein interactions with Cmr2, Cmr4, and Cmr5), each Cmr4 subunit mediates a target RNA cleavage, and Cmr1 and Cmr6 mediate an essential interaction between the 3' region of the crRNA and the target RNA.


Subject(s)
CRISPR-Associated Proteins/metabolism , Clustered Regularly Interspaced Short Palindromic Repeats , Membrane Transport Proteins/metabolism , Protein Subunits/metabolism , Pyrococcus furiosus/metabolism , RNA Cleavage , RNA/metabolism , Archaeal Proteins/chemistry , Archaeal Proteins/metabolism , CRISPR-Associated Proteins/chemistry , Membrane Transport Proteins/chemistry , Models, Molecular , Protein Multimerization , Protein Structure, Quaternary , Protein Subunits/chemistry , Pyrococcus furiosus/genetics
5.
Ann Rheum Dis ; 80(2): 228-237, 2021 02.
Article in English | MEDLINE | ID: mdl-33028580

ABSTRACT

OBJECTIVE: We sought to determine histologic and gene expression features of clinical improvement in early diffuse cutaneous systemic sclerosis (dcSSc; scleroderma). METHODS: Fifty-eight forearm biopsies were evaluated from 26 individuals with dcSSc in two clinical trials. Histologic/immunophenotypic assessments of global severity, alpha-smooth muscle actin (aSMA), CD34, collagen, inflammatory infiltrate, follicles and thickness were compared with gene expression and clinical data. Support vector machine learning was performed using scleroderma gene expression subset (normal-like, fibroproliferative, inflammatory) as classifiers and histology scores as inputs. Comparison of w-vector mean absolute weights was used to identify histologic features most predictive of gene expression subset. We then tested for differential gene expression according to histologic severity and compared those with clinical improvement (according to the Combined Response Index in Systemic Sclerosis). RESULTS: aSMA was highest and CD34 lowest in samples with highest local Modified Rodnan Skin Score. CD34 and aSMA changed significantly from baseline to 52 weeks in clinical improvers. CD34 and aSMA were the strongest predictors of gene expression subset, with highest CD34 staining in the normal-like subset (p<0.001) and highest aSMA staining in the inflammatory subset (p=0.016). Analysis of gene expression according to CD34 and aSMA binarised scores identified a 47-gene fibroblast polarisation signature that decreases over time only in improvers (vs non-improvers). Pathway analysis of these genes identified gene expression signatures of inflammatory fibroblasts. CONCLUSION: CD34 and aSMA stains describe distinct fibroblast polarisation states, are associated with gene expression subsets and clinical assessments, and may be useful biomarkers of clinical severity and improvement in dcSSc.


Subject(s)
Fibroblasts/physiology , Machine Learning , Scleroderma, Diffuse/genetics , Severity of Illness Index , Actins/metabolism , Adult , Antigens, CD34/metabolism , Clinical Trials as Topic , Collagen/metabolism , Female , Forearm , Gene Expression , Humans , Male , Middle Aged , Skin/metabolism
6.
Mol Cell ; 52(1): 146-52, 2013 Oct 10.
Article in English | MEDLINE | ID: mdl-24119404

ABSTRACT

Bacterial and archaeal clustered regularly interspaced short palindromic repeat (CRISPR) loci capture virus and plasmid sequences and use them to recognize and eliminate these invaders. CRISPR RNAs (crRNAs) containing the acquired sequences are incorporated into effector complexes that destroy matching invader nucleic acids. The multicomponent Cmr effector complex cleaves RNA targets complementary to the crRNAs. Here, we report cryoelectron microscopy reconstruction of a functional Cmr complex bound with a target RNA at ~12 Å. Pairs of the Cmr4 and Cmr5 proteins form a helical core that is asymmetrically capped on each end by distinct pairs of the four remaining subunits: Cmr2 and Cmr3 at the conserved 5' crRNA tag sequence and Cmr1 and Cmr6 near the 3' end of the crRNA. The shape and organization of the RNA-targeting Cmr complex is strikingly similar to the DNA-targeting Cascade complex. Our results reveal a remarkably conserved architecture among very distantly related CRISPR-Cas complexes.


Subject(s)
Archaeal Proteins/metabolism , CRISPR-Associated Proteins/metabolism , Pyrococcus furiosus/metabolism , RNA Interference , RNA, Archaeal/metabolism , Ribonucleases/metabolism , Archaeal Proteins/chemistry , Archaeal Proteins/genetics , CRISPR-Associated Proteins/chemistry , CRISPR-Associated Proteins/genetics , Clustered Regularly Interspaced Short Palindromic Repeats , Cryoelectron Microscopy , Gene Expression Regulation, Archaeal , Models, Molecular , Protein Conformation , Protein Subunits , Pyrococcus furiosus/genetics , Pyrococcus furiosus/immunology , RNA, Archaeal/genetics , Ribonucleases/chemistry , Ribonucleases/genetics , Structure-Activity Relationship
7.
Mol Cell ; 45(3): 292-302, 2012 Feb 10.
Article in English | MEDLINE | ID: mdl-22227116

ABSTRACT

Small RNAs target invaders for silencing in the CRISPR-Cas pathways that protect bacteria and archaea from viruses and plasmids. The CRISPR RNAs (crRNAs) contain sequence elements acquired from invaders that guide CRISPR-associated (Cas) proteins back to the complementary invading DNA or RNA. Here, we have analyzed essential features of the crRNAs associated with the Cas RAMP module (Cmr) effector complex, which cleaves targeted RNAs. We show that Cmr crRNAs contain an 8 nucleotide 5' sequence tag (also found on crRNAs associated with other CRISPR-Cas pathways) that is critical for crRNA function and can be used to engineer crRNAs that direct cleavage of novel targets. We also present data that indicate that the Cmr complex cleaves an endogenous complementary RNA in Pyrococcus furiosus, providing direct in vivo evidence of RNA targeting by the CRISPR-Cas system. Our findings indicate that the CRISPR RNA-Cmr protein pathway may be exploited to cleave RNAs of interest.


Subject(s)
Inverted Repeat Sequences , Pyrococcus furiosus/genetics , RNA Cleavage , RNA, Archaeal/isolation & purification , Archaeal Proteins/isolation & purification , Base Sequence , Genetic Engineering , Genetic Loci , Immunoprecipitation , Macromolecular Substances/isolation & purification , Molecular Sequence Data , Pyrococcus furiosus/metabolism , RNA, Antisense , Sequence Analysis, RNA
8.
Nat Neurosci ; 27(5): 822-835, 2024 May.
Article in English | MEDLINE | ID: mdl-38589584

ABSTRACT

Learning and memory require activity-induced changes in dendritic translation, but which mRNAs are involved and how they are regulated are unclear. In this study, to monitor how depolarization impacts local dendritic biology, we employed a dendritically targeted proximity labeling approach followed by crosslinking immunoprecipitation, ribosome profiling and mass spectrometry. Depolarization of primary cortical neurons with KCl or the glutamate agonist DHPG caused rapid reprogramming of dendritic protein expression, where changes in dendritic mRNAs and proteins are weakly correlated. For a subset of pre-localized messages, depolarization increased the translation of upstream open reading frames (uORFs) and their downstream coding sequences, enabling localized production of proteins involved in long-term potentiation, cell signaling and energy metabolism. This activity-dependent translation was accompanied by the phosphorylation and recruitment of the non-canonical translation initiation factor eIF4G2, and the translated uORFs were sufficient to confer depolarization-induced, eIF4G2-dependent translational control. These studies uncovered an unanticipated mechanism by which activity-dependent uORF translational control by eIF4G2 couples activity to local dendritic remodeling.


Subject(s)
Dendrites , Eukaryotic Initiation Factor-4G , Open Reading Frames , Protein Biosynthesis , Animals , Mice , Cells, Cultured , Dendrites/metabolism , Eukaryotic Initiation Factor-4G/metabolism , Neurons/metabolism , Open Reading Frames/genetics , Potassium Chloride/pharmacology , Protein Biosynthesis/physiology
9.
J Clin Oncol ; : JCO2301488, 2024 Jul 22.
Article in English | MEDLINE | ID: mdl-39038258

ABSTRACT

PURPOSE: The impact of the intratumoral microbiome on immune checkpoint inhibitor (ICI) efficacy in patients with non-small-cell lung cancer (NSCLC) is unknown. Preclinically, intratumoral Escherichia is associated with a proinflammatory tumor microenvironment and decreased metastases. We sought to determine whether intratumoral Escherichia is associated with outcome to ICI in patients with NSCLC. PATIENTS AND METHODS: We examined the intratumoral microbiome in 958 patients with advanced NSCLC treated with ICI by querying unmapped next-generation sequencing reads against a bacterial genome database. Putative environmental contaminants were filtered using no-template controls (n = 2,378). The impact of intratumoral Escherichia detection on overall survival (OS) was assessed using univariable and multivariable analyses. The findings were further validated in an external independent cohort of 772 patients. Escherichia fluorescence in situ hybridization (FISH) and transcriptomic profiling were performed. RESULTS: In the discovery cohort, read mapping to intratumoral Escherichia was associated with significantly longer OS (16 v 11 months; hazard ratio, 0.73 [95% CI, 0.59 to 0.92]; P = .0065) in patients treated with single-agent ICI, but not combination chemoimmunotherapy. The association with OS in the single-agent ICI cohort remained statistically significant in multivariable analysis adjusting for prognostic features including PD-L1 expression (P = .023). Analysis of an external validation cohort confirmed the association with improved OS in univariable and multivariable analyses of patients treated with single-agent ICI, and not in patients treated with chemoimmunotherapy. Escherichia localization within tumor cells was supported by coregistration of FISH staining and serial hematoxylin and eosin sections. Transcriptomic analysis correlated Escherichia-positive samples with expression signatures of immune cell infiltration. CONCLUSION: Read mapping to potential intratumoral Escherichia was associated with survival to single-agent ICI in two independent cohorts of patients with NSCLC.

10.
Sci Transl Med ; 16(742): eadk3506, 2024 Apr 10.
Article in English | MEDLINE | ID: mdl-38598614

ABSTRACT

It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not correlate with synovial inflammation. We developed a machine-learning approach (graph-based gene expression module identification or GbGMI) to identify an 815-gene expression module associated with pain in synovial biopsy samples from patients with established RA who had limited synovial inflammation at arthroplasty. We then validated this finding in an independent cohort of synovial biopsy samples from patients who had early untreated RA with little inflammation. Single-cell RNA sequencing analyses indicated that most of these 815 genes were most robustly expressed by lining layer synovial fibroblasts. Receptor-ligand interaction analysis predicted cross-talk between human lining layer fibroblasts and human dorsal root ganglion neurons expressing calcitonin gene-related peptide (CGRP+). Both RA synovial fibroblast culture supernatant and netrin-4, which is abundantly expressed by lining fibroblasts and was within the GbGMI-identified pain-associated gene module, increased the branching of pain-sensitive murine CGRP+ dorsal root ganglion neurons in vitro. Imaging of solvent-cleared synovial tissue with little inflammation from humans with RA revealed CGRP+ pain-sensing neurons encasing blood vessels growing into synovial hypertrophic papilla. Together, these findings support a model whereby synovial lining fibroblasts express genes associated with pain that enhance the growth of pain-sensing neurons into regions of synovial hypertrophy in RA.


Subject(s)
Arthritis, Rheumatoid , Calcitonin Gene-Related Peptide , Humans , Mice , Animals , Calcitonin Gene-Related Peptide/genetics , Calcitonin Gene-Related Peptide/metabolism , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/metabolism , Synovial Membrane/pathology , Inflammation/pathology , Fibroblasts/pathology , Pain/metabolism , Gene Expression , Cells, Cultured
11.
Nat Commun ; 14(1): 3956, 2023 07 05.
Article in English | MEDLINE | ID: mdl-37407548

ABSTRACT

The ability to use blood to predict the outcomes of Parkinson's disease, including disease progression and cognitive and motor complications, would be of significant clinical value. We undertook bulk RNA sequencing from the caudate and putamen of postmortem Parkinson's disease (n = 35) and control (n = 40) striatum, and compared molecular profiles with clinical features and bulk RNA sequencing data obtained from antemortem peripheral blood. Cognitive and motor complications of Parkinson's disease were associated with molecular changes in the caudate (stress response) and putamen (endothelial pathways) respectively. Later and earlier-onset Parkinson's disease were molecularly distinct, and disease duration was associated with changes in caudate (oligodendrocyte development) and putamen (cellular senescence), respectively. Transcriptome patterns in the postmortem Parkinson's disease brain were also evident in antemortem peripheral blood, and correlated with clinical features of the disease. Together, these findings identify molecular signatures in Parkinson's disease patients' brain and blood of potential pathophysiologic and prognostic importance.


Subject(s)
Parkinson Disease , Humans , Parkinson Disease/metabolism , Transcriptome , Brain/metabolism , Corpus Striatum/metabolism , Putamen
12.
Arthritis Rheumatol ; 75(12): 2137-2147, 2023 12.
Article in English | MEDLINE | ID: mdl-37463182

ABSTRACT

OBJECTIVE: We sought to develop computer vision methods to quantify aggregates of cells in synovial tissue and compare these with clinical and gene expression parameters. METHODS: We assembled a computer vision pipeline to quantify five features encompassing synovial cell density and aggregates and compared these with pathologist scores, disease classification, autoantibody status, and RNA expression in a cohort of 156 patients with rheumatoid arthritis (RA) and 149 patients with osteoarthritis (OA). RESULTS: All five features were associated with pathologist scores of synovial lymphocytic inflammation (P < 0.0001). Three features that related to the cells per unit of tissue were significantly increased in patients with both seronegative and seropositive RA compared with those with OA; on the other hand, aggregate features (number and diameter) were significantly increased in seropositive, but not seronegative, RA compared with OA. Aggregate diameter was associated with the gene expression of immunoglobulin heavy-chain genes in the synovial tissue. Compared with blood, synovial immunoglobulin isotypes were skewed from IGHM and IGHD to IGHG3 and IGHG1. Further, patients with RA with high levels of lymphocytic infiltrates in the synovium demonstrated parallel skewing in their blood with a relative decrease in IGHGM (P < 0.002) and IGHD (P < 0.03) and an increase in class-switched immunoglobulin genes IGHG3 (P < 0.03) and IGHG1 (P < 0.002). CONCLUSION: High-resolution automated identification and quantification of synovial immune cell aggregates uncovered skewing in the synovium from naïve IGHD and IGHM to memory IGHG3 and IGHG1 and revealed that this process is reflected in the blood of patients with high inflammatory synovium.


Subject(s)
Arthritis, Rheumatoid , Osteoarthritis , Humans , Arthritis, Rheumatoid/genetics , Synovial Membrane/metabolism , Osteoarthritis/genetics , Autoantibodies/metabolism , Inflammation/metabolism
13.
medRxiv ; 2023 Aug 23.
Article in English | MEDLINE | ID: mdl-37662384

ABSTRACT

It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not correlate with synovial inflammation. We identified a module of 815 genes associated with pain, using a novel machine learning approach, Graph-based Gene expression Module Identification (GbGMI), in samples from patients with longstanding RA, but limited synovial inflammation at arthroplasty, and validated this finding in an independent cohort of synovial biopsy samples from early, untreated RA patients. Single-cell RNA-seq analyses indicated these genes were most robustly expressed by lining layer fibroblasts and receptor-ligand interaction analysis predicted robust lining layer fibroblast crosstalk with pain sensitive CGRP+ dorsal root ganglion sensory neurons. Netrin-4, which is abundantly expressed by lining fibroblasts and associated with pain, significantly increased the branching of pain-sensitive CGRP+ neurons in vitro . We conclude GbGMI is a useful method for identifying a module of genes that associate with a clinical feature of interest. Using this approach, we find that Netrin-4 is produced by synovial fibroblasts in the absence of inflammation and can enhance the outgrowth of CGRP+ pain sensitive nerve fibers. One Sentence Summary: Machine Learning reveals synovial fibroblast genes related to pain affect sensory nerve growth in Rheumatoid Arthritis addresses unmet clinical need.

14.
Sci Transl Med ; 15(684): eabq8476, 2023 02 22.
Article in English | MEDLINE | ID: mdl-36812347

ABSTRACT

Periodontal disease is more common in individuals with rheumatoid arthritis (RA) who have detectable anti-citrullinated protein antibodies (ACPAs), implicating oral mucosal inflammation in RA pathogenesis. Here, we performed paired analysis of human and bacterial transcriptomics in longitudinal blood samples from RA patients. We found that patients with RA and periodontal disease experienced repeated oral bacteremias associated with transcriptional signatures of ISG15+HLADRhi and CD48highS100A2pos monocytes, recently identified in inflamed RA synovia and blood of those with RA flares. The oral bacteria observed transiently in blood were broadly citrullinated in the mouth, and their in situ citrullinated epitopes were targeted by extensively somatically hypermutated ACPAs encoded by RA blood plasmablasts. Together, these results suggest that (i) periodontal disease results in repeated breaches of the oral mucosa that release citrullinated oral bacteria into circulation, which (ii) activate inflammatory monocyte subsets that are observed in inflamed RA synovia and blood of RA patients with flares and (iii) activate ACPA B cells, thereby promoting affinity maturation and epitope spreading to citrullinated human antigens.


Subject(s)
Arthritis, Rheumatoid , Periodontal Diseases , Humans , Autoantibodies , Mouth Mucosa , Antibody Formation , Epitopes , Bacteria
15.
ACR Open Rheumatol ; 4(4): 322-331, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35014221

ABSTRACT

OBJECTIVE: We quantified inflammatory burden in rheumatoid arthritis (RA) synovial tissue by using computer vision to automate the process of counting individual nuclei in hematoxylin and eosin images. METHODS: We adapted and applied computer vision algorithms to quantify nuclei density (count of nuclei per unit area of tissue) on synovial tissue from arthroplasty samples. A pathologist validated algorithm results by labeling nuclei in synovial images that were mislabeled or missed by the algorithm. Nuclei density was compared with other measures of RA inflammation such as semiquantitative histology scores, gene-expression data, and clinical measures of disease activity. RESULTS: The algorithm detected a median of 112,657 (range 8,160-821,717) nuclei per synovial sample. Based on pathologist-validated results, the sensitivity and specificity of the algorithm was 97% and 100%, respectively. The mean nuclei density calculated by the algorithm was significantly higher (P < 0.05) in synovium with increased histology scores for lymphocytic inflammation, plasma cells, and lining hyperplasia. Analysis of RNA sequencing identified 915 significantly differentially expressed genes in correlation with nuclei density (false discovery rate is less than 0.05). Mean nuclei density was significantly higher (P < 0.05) in patients with elevated levels of C-reactive protein, erythrocyte sedimentation rate, rheumatoid factor, and cyclized citrullinated protein antibody. CONCLUSION: Nuclei density is a robust measurement of inflammatory burden in RA and correlates with multiple orthogonal measurements of inflammation.

16.
Elife ; 102021 12 23.
Article in English | MEDLINE | ID: mdl-34939924

ABSTRACT

Neurons rely on translation of synaptic mRNAs in order to generate activity-dependent changes in plasticity. Here, we develop a strategy combining compartment-specific crosslinking immunoprecipitation (CLIP) and translating ribosome affinity purification (TRAP) in conditionally tagged mice to precisely define the ribosome-bound dendritic transcriptome of CA1 pyramidal neurons. We identify CA1 dendritic transcripts with differentially localized mRNA isoforms generated by alternative polyadenylation and alternative splicing, including many that have altered protein-coding capacity. Among dendritic mRNAs, FMRP targets were found to be overrepresented. Cell-type-specific FMRP-CLIP and TRAP in microdissected CA1 neuropil revealed 383 dendritic FMRP targets and suggests that FMRP differentially regulates functionally distinct modules in CA1 dendrites and cell bodies. FMRP regulates ~15-20% of mRNAs encoding synaptic functions and 10% of chromatin modulators, in the dendrite and cell body, respectively. In the absence of FMRP, dendritic FMRP targets had increased ribosome association, consistent with a function for FMRP in synaptic translational repression. Conversely, downregulation of FMRP targets involved in chromatin regulation in cell bodies suggests a role for FMRP in stabilizing mRNAs containing stalled ribosomes in this compartment. Together, the data support a model in which FMRP regulates the translation and expression of synaptic and nuclear proteins within different compartments of a single neuronal cell type.


The brain has over 100 billion neurons that together form vast networks to relay electrical signals. A neuron receives electrical signals from other neurons via branch-like structures known as dendrites. The signals then travel into the cell body of the neuron. If their sum reaches a threshold, they fire a new signal through a single outgoing projection known as the axon, which is connected to the dendrites of other neurons. A single neuron has thousands of dendrites that each receive inputs from different axons, and it is thought that the strengthening and weakening of these dendritic connections enables us to learn and store memories. Dendrites are filled with molecules known as messenger ribonucleic acids (mRNAs) that act as templates to make proteins. Axonal signals reaching the dendrites can trigger these mRNAs to make new proteins that strengthen or weaken the connections between the two neurons, which is believed to be necessary for generating long-term memories. A protein called FMRP is found in both the cell body and dendrites and is able to bind to and regulate the ability of mRNAs to make proteins. A loss of the gene encoding FMRP is the most common cause of inherited intellectual disability and autism in humans, but it remains unclear precisely what role this protein plays in learning and memory. Hale et al. used genetic and bioinformatics approaches to specifically study mRNAs in the dendrites and the cell body of a specific type of neuron involved in memory in mice. The experiments revealed that FMRP played different roles in the dendrites and cell body. In the dendrites, FMRP interacted with mRNAs encoding proteins that can change how the neuron responds to a signal from a neighboring neuron and may alter how strong the connections between the neurons are. On the other hand, FMRP in the cell body modulated the activities of mRNAs encoding proteins that in turn regulate the activities of genes. These findings change the way we think about how memory may work by suggesting that groups of mRNAs encoding proteins with certain activities are found in distinct parts of a single neuron. These observations offer new ways to approach intellectual disabilities and autism spectrum disorder.


Subject(s)
Cell Body/physiology , Dendrites/physiology , Fragile X Mental Retardation Protein/genetics , Gene Expression Regulation , Pyramidal Cells/physiology , RNA, Messenger/genetics , Animals , Female , Male , Mice , Mice, Inbred C57BL , Neuronal Plasticity/physiology , Pyramidal Cells/classification , Transcriptome
17.
RNA ; 14(12): 2572-9, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18971321

ABSTRACT

In many prokaryotes, noncoding RNAs that arise from the clustered regularly interspaced short palindromic repeat (CRISPR) loci are now thought to mediate defense against viruses and other molecular invaders by an RNAi-like pathway. CRISPR loci contain multiple short regions of similarity to invader sequences separated by short repeat sequences, and are associated with resistance to infection by corresponding viruses. It is hypothesized that RNAs derived from these regions, termed prokaryotic silencing (psi)RNAs, guide Slicer-like complexes of partner proteins to destroy invader nucleic acids. Here we have investigated CRISPR-derived RNAs in the archaeon Pyrococcus furiosus. Northern analysis revealed multiple RNA species consistent with a proposed biogenesis pathway that includes full-length CRISPR locus transcripts and intermediates generated by endonucleolytic cleavages within the repeat sequences. However, our results identify the principal products of the CRISPR loci as small psiRNAs comprised primarily of invader-targeting sequence with perhaps only 5-10 nucleotides of CRISPR repeat sequence. These RNAs are the most abundant CRISPR RNA species in P. furiosus and are likely the guides for the effector complexes of the proposed prokaryotic RNAi (pRNAi) system. We analyzed cell-free extracts fractionated under non-denaturing conditions and found that the various CRISPR RNA species are components of distinct RNA-protein complexes, including at least two complexes that contain mature-length psiRNAs. Finally, RNAs are produced from all seven CRISPR loci present in the P. furiosus genome, and interestingly, the most recently acquired psiRNAs encoded proximal to the leader sequence of a CRISPR locus appear to be the most abundant.


Subject(s)
Pyrococcus furiosus/genetics , RNA Interference , RNA, Archaeal/genetics , RNA, Small Interfering/genetics , Blotting, Northern
18.
Elife ; 82019 12 20.
Article in English | MEDLINE | ID: mdl-31860442

ABSTRACT

Loss of the RNA binding protein FMRP causes Fragile X Syndrome (FXS), the most common cause of inherited intellectual disability, yet it is unknown how FMRP function varies across brain regions and cell types and how this contributes to disease pathophysiology. Here we use conditional tagging of FMRP and CLIP (FMRP cTag CLIP) to examine FMRP mRNA targets in hippocampal CA1 pyramidal neurons, a critical cell type for learning and memory relevant to FXS phenotypes. Integrating these data with analysis of ribosome-bound transcripts in these neurons revealed CA1-enriched binding of autism-relevant mRNAs, and CA1-specific regulation of transcripts encoding circadian proteins. This contrasted with different targets in cerebellar granule neurons, and was consistent with circadian defects in hippocampus-dependent memory in Fmr1 knockout mice. These findings demonstrate differential FMRP-dependent regulation of mRNAs across neuronal cell types that may contribute to phenotypes such as memory defects and sleep disturbance associated with FXS.


Subject(s)
Autistic Disorder/metabolism , CA1 Region, Hippocampal/metabolism , Fragile X Mental Retardation Protein/genetics , Fragile X Syndrome/genetics , Memory Disorders/genetics , Pyramidal Cells/metabolism , Animals , Autistic Disorder/genetics , Autistic Disorder/physiopathology , CA1 Region, Hippocampal/cytology , Cerebellum/cytology , Cerebellum/metabolism , Circadian Clocks/genetics , Circadian Clocks/physiology , Disease Models, Animal , Fragile X Mental Retardation Protein/metabolism , Fragile X Syndrome/metabolism , Fragile X Syndrome/physiopathology , Gene Expression Regulation , Humans , Memory Disorders/metabolism , Memory Disorders/physiopathology , Mice, Inbred C57BL , Mice, Knockout , Neurons/metabolism
19.
Nucleic Acids Res ; 34(15): 4293-301, 2006.
Article in English | MEDLINE | ID: mdl-16920741

ABSTRACT

Pseudouridine (Psi) located at position 55 in tRNA is a nearly universally conserved RNA modification found in all three domains of life. This modification is catalyzed by TruB in bacteria and by Pus4 in eukaryotes, but so far the Psi55 synthase has not been identified in archaea. In this work, we report the ability of two distinct pseudouridine synthases from the hyperthermophilic archaeon Pyrococcus furiosus to specifically modify U55 in tRNA in vitro. These enzymes are (pfu)Cbf5, a protein known to play a role in RNA-guided modification of rRNA, and (pfu)PsuX, a previously uncharacterized enzyme that is not a member of the TruB/Pus4/Cbf5 family of pseudouridine synthases. (pfu)PsuX is hereafter renamed (pfu)Pus10. Both enzymes specifically modify tRNA U55 in vitro but exhibit differences in substrate recognition. In addition, we find that in a heterologous in vivo system, (pfu)Pus10 efficiently complements an Escherichia coli strain deficient in the bacterial Psi55 synthase TruB. These results indicate that it is probable that (pfu)Cbf5 or (pfu)Pus10 (or both) is responsible for the introduction of pseudouridine at U55 in tRNAs in archaea. While we cannot unequivocally assign the function from our results, both possibilities represent unexpected functions of these proteins as discussed herein.


Subject(s)
Archaea/genetics , Pseudouridine/genetics , RNA, Transfer, Phe/chemistry , RNA, Transfer/genetics , Base Sequence , Molecular Sequence Data , Nucleic Acid Conformation
20.
Cell Rep ; 9(5): 1610-1617, 2014 Dec 11.
Article in English | MEDLINE | ID: mdl-25482566

ABSTRACT

The Cmr complex is the multisubunit effector complex of the type III-B clustered regularly interspaced short palindromic repeats (CRISPR)-Cas immune system. The Cmr complex recognizes a target RNA through base pairing with the integral CRISPR RNA (crRNA) and cleaves the target at multiple regularly spaced locations within the complementary region. To understand the molecular basis of the function of this complex, we have assembled information from electron microscopic and X-ray crystallographic structural studies and mutagenesis of a complete Pyrococcus furiosus Cmr complex. Our findings reveal that four helically packed Cmr4 subunits, which make up the backbone of the Cmr complex, act as a platform to support crRNA binding and target RNA cleavage. Interestingly, we found a hook-like structural feature associated with Cmr4 that is likely the site of target RNA binding and cleavage. Our results also elucidate analogies in the mechanisms of crRNA and target molecule binding by the distinct Cmr type III-A and Cascade type I-E complexes.


Subject(s)
Archaeal Proteins/chemistry , Membrane Transport Proteins/chemistry , Amino Acid Substitution , Archaeal Proteins/physiology , CRISPR-Associated Proteins/physiology , Clustered Regularly Interspaced Short Palindromic Repeats , Crystallography, X-Ray , Membrane Transport Proteins/physiology , Models, Molecular , Protein Binding , Protein Structure, Secondary , Protein Structure, Tertiary , Protein Subunits/chemistry , Protein Subunits/physiology , Pyrococcus furiosus , RNA Cleavage
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