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1.
Genet Med ; 21(9): 2092-2102, 2019 09.
Article in English | MEDLINE | ID: mdl-30733599

ABSTRACT

PURPOSE: To demonstrate the utility of an amplification-free long-read sequencing method to characterize the Fuchs endothelial corneal dystrophy (FECD)-associated intronic TCF4 triplet repeat (CTG18.1). METHODS: We applied an amplification-free method, utilizing the CRISPR/Cas9 system, in combination with PacBio single-molecule real-time (SMRT) long-read sequencing, to study CTG18.1. FECD patient samples displaying a diverse range of CTG18.1 allele lengths and zygosity status (n = 11) were analyzed. A robust data analysis pipeline was developed to effectively filter, align, and interrogate CTG18.1-specific reads. All results were compared with conventional polymerase chain reaction (PCR)-based fragment analysis. RESULTS: CRISPR-guided SMRT sequencing of CTG18.1 provided accurate genotyping information for all samples and phasing was possible for 18/22 alleles sequenced. Repeat length instability was observed for all expanded (≥50 repeats) phased CTG18.1 alleles analyzed. Furthermore, higher levels of repeat instability were associated with increased CTG18.1 allele length (mode length ≥91 repeats) indicating that expanded alleles behave dynamically. CONCLUSION: CRISPR-guided SMRT sequencing of CTG18.1 has revealed novel insights into CTG18.1 length instability. Furthermore, this study provides a framework to improve the molecular diagnostic accuracy for CTG18.1-mediated FECD, which we anticipate will become increasingly important as gene-directed therapies are developed for this common age-related and sight threatening disease.


Subject(s)
Fuchs' Endothelial Dystrophy/genetics , Genetic Predisposition to Disease , Transcription Factor 4/genetics , Trinucleotide Repeat Expansion/genetics , Adult , Aged , Aged, 80 and over , Alleles , CRISPR-Cas Systems/genetics , Female , Fuchs' Endothelial Dystrophy/pathology , Genotype , Humans , Introns/genetics , Male , Middle Aged , Sequence Analysis, DNA , Single Molecule Imaging , Trinucleotide Repeats/genetics
2.
PLoS Genet ; 12(2): e1005854, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26870957

ABSTRACT

DNA methylation acts in concert with restriction enzymes to protect the integrity of prokaryotic genomes. Studies in a limited number of organisms suggest that methylation also contributes to prokaryotic genome regulation, but the prevalence and properties of such non-restriction-associated methylation systems remain poorly understood. Here, we used single molecule, real-time sequencing to map DNA modifications including m6A, m4C, and m5C across the genomes of 230 diverse bacterial and archaeal species. We observed DNA methylation in nearly all (93%) organisms examined, and identified a total of 834 distinct reproducibly methylated motifs. This data enabled annotation of the DNA binding specificities of 620 DNA Methyltransferases (MTases), doubling known specificities for previously hard to study Type I, IIG and III MTases, and revealing their extraordinary diversity. Strikingly, 48% of organisms harbor active Type II MTases with no apparent cognate restriction enzyme. These active 'orphan' MTases are present in diverse bacterial and archaeal phyla and show motif specificities and methylation patterns consistent with functions in gene regulation and DNA replication. Our results reveal the pervasive presence of DNA methylation throughout the prokaryotic kingdoms, as well as the diversity of sequence specificities and potential functions of DNA methylation systems.


Subject(s)
Epigenomics , Prokaryotic Cells/metabolism , Conserved Sequence , DNA Methylation/genetics , DNA Replication/genetics , DNA Restriction-Modification Enzymes/classification , DNA Restriction-Modification Enzymes/metabolism , Evolution, Molecular , Gene Expression Regulation , Genome , Methyltransferases/metabolism , Molecular Sequence Annotation , Multigene Family , Nucleotide Motifs/genetics , Phylogeny , Substrate Specificity
3.
Hum Mutat ; 39(9): 1262-1272, 2018 09.
Article in English | MEDLINE | ID: mdl-29932473

ABSTRACT

Amplification of DNA is required as a mandatory step during library preparation in most targeted sequencing protocols. This can be a critical limitation when targeting regions that are highly repetitive or with extreme guanine-cytosine (GC) content, including repeat expansions associated with human disease. Here, we used an amplification-free protocol for targeted enrichment utilizing the CRISPR/Cas9 system (No-Amp Targeted sequencing) in combination with single molecule, real-time (SMRT) sequencing for studying repeat elements in the huntingtin (HTT) gene, where an expanded CAG repeat is causative for Huntington disease. We also developed a robust data analysis pipeline for repeat element analysis that is independent of alignment of reads to a reference genome. The method was applied to 11 diagnostic blood samples, and for all 22 alleles the resulting CAG repeat count agreed with previous results based on fragment analysis. The amplification-free protocol also allowed for studying somatic variability of repeat elements in our samples, without the interference of PCR stutter. In summary, with No-Amp Targeted sequencing in combination with our analysis pipeline, we could accurately study repeat elements that are difficult to investigate using PCR-based methods.


Subject(s)
Genome, Human/genetics , Huntingtin Protein/genetics , Huntington Disease/genetics , Trinucleotide Repeat Expansion/genetics , Alleles , Ataxin-10/genetics , C9orf72 Protein/genetics , CRISPR-Cas Systems/genetics , Fragile X Mental Retardation Protein/genetics , High-Throughput Nucleotide Sequencing , Humans , Huntington Disease/pathology , RNA, Guide, Kinetoplastida/genetics , Sequence Analysis, DNA
4.
Nucleic Acids Res ; 44(19): 9413-9425, 2016 Nov 02.
Article in English | MEDLINE | ID: mdl-27580720

ABSTRACT

We identify a new subgroup of Type I Restriction-Modification enzymes that modify cytosine in one DNA strand and adenine in the opposite strand for host protection. Recognition specificity has been determined for ten systems using SMRT sequencing and each recognizes a novel DNA sequence motif. Previously characterized Type I systems use two identical copies of a single methyltransferase (MTase) subunit, with one bound at each half site of the specificity (S) subunit to form the MTase. The new m4C-producing Type I systems we describe have two separate yet highly similar MTase subunits that form a heterodimeric M1M2S MTase. The MTase subunits from these systems group into two families, one of which has NPPF in the highly conserved catalytic motif IV and modifies adenine to m6A, and one having an NPPY catalytic motif IV and modifying cytosine to m4C. The high degree of similarity among their cytosine-recognizing components (MTase and S) suggest they have recently evolved, most likely from the far more common m6A Type I systems. Type I enzymes that modify cytosine exclusively were formed by replacing the adenine target recognition domain (TRD) with a cytosine-recognizing TRD. These are the first examples of m4C modification in Type I RM systems.


Subject(s)
Cytosine/metabolism , DNA Restriction-Modification Enzymes/metabolism , DNA/metabolism , Adenine/metabolism , Amino Acid Sequence , Catalysis , Computational Biology/methods , DNA/chemistry , DNA Restriction-Modification Enzymes/chemistry , DNA Restriction-Modification Enzymes/genetics , Methylation , Methyltransferases/chemistry , Methyltransferases/metabolism , Mutation , Nucleotide Motifs , Protein Subunits/chemistry , Protein Subunits/metabolism , Substrate Specificity
5.
Nucleic Acids Res ; 43(18): e116, 2015 Oct 15.
Article in English | MEDLINE | ID: mdl-26040699

ABSTRACT

We developed an innovative hybrid sequencing approach, IDP-fusion, to detect fusion genes, determine fusion sites and identify and quantify fusion isoforms. IDP-fusion is the first method to study gene fusion events by integrating Third Generation Sequencing long reads and Second Generation Sequencing short reads. We applied IDP-fusion to PacBio data and Illumina data from the MCF-7 breast cancer cells. Compared with the existing tools, IDP-fusion detects fusion genes at higher precision and a very low false positive rate. The results show that IDP-fusion will be useful for unraveling the complexity of multiple fusion splices and fusion isoforms within tumorigenesis-relevant fusion genes.


Subject(s)
Carcinogenesis/genetics , Gene Expression Profiling , Gene Fusion , High-Throughput Nucleotide Sequencing/methods , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Female , Humans , MCF-7 Cells , Protein Isoforms/genetics , Protein Isoforms/metabolism , Sequence Alignment
6.
Nucleic Acids Res ; 43(8): 4150-62, 2015 Apr 30.
Article in English | MEDLINE | ID: mdl-25845594

ABSTRACT

Phase variation (random ON/OFF switching) of gene expression is a common feature of host-adapted pathogenic bacteria. Phase variably expressed N(6)-adenine DNA methyltransferases (Mod) alter global methylation patterns resulting in changes in gene expression. These systems constitute phase variable regulons called phasevarions. Neisseria meningitidis phasevarions regulate genes including virulence factors and vaccine candidates, and alter phenotypes including antibiotic resistance. The target site recognized by these Type III N(6)-adenine DNA methyltransferases is not known. Single molecule, real-time (SMRT) methylome analysis was used to identify the recognition site for three key N. meningitidis methyltransferases: ModA11 (exemplified by M.NmeMC58I) (5'-CGY M6A: G-3'), ModA12 (exemplified by M.Nme77I, M.Nme18I and M.Nme579II) (5'-AC M6A: CC-3') and ModD1 (exemplified by M.Nme579I) (5'-CC M6A: GC-3'). Restriction inhibition assays and mutagenesis confirmed the SMRT methylome analysis. The ModA11 site is complex and atypical and is dependent on the type of pyrimidine at the central position, in combination with the bases flanking the core recognition sequence 5'-CGY M6A: G-3'. The observed efficiency of methylation in the modA11 strain (MC58) genome ranged from 4.6% at 5'-GCGC M6A: GG-3' sites, to 100% at 5'-ACGT M6A: GG-3' sites. Analysis of the distribution of modified sites in the respective genomes shows many cases of association with intergenic regions of genes with altered expression due to phasevarion switching.


Subject(s)
Bacterial Proteins/metabolism , Neisseria meningitidis/enzymology , Site-Specific DNA-Methyltransferase (Adenine-Specific)/metabolism , DNA, Bacterial/chemistry , DNA, Bacterial/metabolism , Epigenesis, Genetic , Gene Expression Regulation, Bacterial , Genome, Bacterial , Methylation , Molecular Sequence Data , Neisseria meningitidis/genetics
7.
Proc Natl Acad Sci U S A ; 111(48): E5149-58, 2014 Dec 02.
Article in English | MEDLINE | ID: mdl-25406324

ABSTRACT

TET/JBP enzymes oxidize 5-methylpyrimidines in DNA. In mammals, the oxidized methylcytosines (oxi-mCs) function as epigenetic marks and likely intermediates in DNA demethylation. Here we present a method based on diglucosylation of 5-hydroxymethylcytosine (5hmC) to simultaneously map 5hmC, 5-formylcytosine, and 5-carboxylcytosine at near-base-pair resolution. We have used the method to map the distribution of oxi-mC across the genome of Coprinopsis cinerea, a basidiomycete that encodes 47 TET/JBP paralogs in a previously unidentified class of DNA transposons. Like 5-methylcytosine residues from which they are derived, oxi-mC modifications are enriched at centromeres, TET/JBP transposons, and multicopy paralogous genes that are not expressed, but rarely mark genes whose expression changes between two developmental stages. Our study provides evidence for the emergence of an epigenetic regulatory system through recruitment of selfish elements in a eukaryotic lineage, and describes a method to map all three different species of oxi-mCs simultaneously.


Subject(s)
5-Methylcytosine/metabolism , Basidiomycota/metabolism , Dioxygenases/metabolism , Fungal Proteins/metabolism , Basidiomycota/genetics , Basidiomycota/growth & development , Chromosomes, Fungal/genetics , DNA Methylation , DNA Transposable Elements/genetics , Dioxygenases/genetics , Fungal Proteins/genetics , Gene Expression Regulation, Developmental , Gene Expression Regulation, Fungal , Genome, Fungal/genetics , HEK293 Cells , Humans , Hyphae/genetics , Hyphae/growth & development , Hyphae/metabolism , Oxidation-Reduction , Sequence Analysis/methods , Spores, Fungal/growth & development , Spores, Fungal/metabolism
8.
Genome Res ; 23(1): 129-41, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23093720

ABSTRACT

Current generation DNA sequencing instruments are moving closer to seamlessly sequencing genomes of entire populations as a routine part of scientific investigation. However, while significant inroads have been made identifying small nucleotide variation and structural variations in DNA that impact phenotypes of interest, progress has not been as dramatic regarding epigenetic changes and base-level damage to DNA, largely due to technological limitations in assaying all known and unknown types of modifications at genome scale. Recently, single-molecule real time (SMRT) sequencing has been reported to identify kinetic variation (KV) events that have been demonstrated to reflect epigenetic changes of every known type, providing a path forward for detecting base modifications as a routine part of sequencing. However, to date no statistical framework has been proposed to enhance the power to detect these events while also controlling for false-positive events. By modeling enzyme kinetics in the neighborhood of an arbitrary location in a genomic region of interest as a conditional random field, we provide a statistical framework for incorporating kinetic information at a test position of interest as well as at neighboring sites that help enhance the power to detect KV events. The performance of this and related models is explored, with the best-performing model applied to plasmid DNA isolated from Escherichia coli and mitochondrial DNA isolated from human brain tissue. We highlight widespread kinetic variation events, some of which strongly associate with known modification events, while others represent putative chemically modified sites of unknown types.


Subject(s)
Sequence Analysis, DNA/methods , DNA, Bacterial/chemistry , DNA, Mitochondrial/chemistry , Escherichia coli/chemistry , Guanosine/analogs & derivatives , Guanosine/chemistry , Humans , Kinetics , Oxidation-Reduction
9.
PLoS Genet ; 9(1): e1003191, 2013.
Article in English | MEDLINE | ID: mdl-23300489

ABSTRACT

In the bacterial world, methylation is most commonly associated with restriction-modification systems that provide a defense mechanism against invading foreign genomes. In addition, it is known that methylation plays functionally important roles, including timing of DNA replication, chromosome partitioning, DNA repair, and regulation of gene expression. However, full DNA methylome analyses are scarce due to a lack of a simple methodology for rapid and sensitive detection of common epigenetic marks (ie N(6)-methyladenine (6 mA) and N(4)-methylcytosine (4 mC)), in these organisms. Here, we use Single-Molecule Real-Time (SMRT) sequencing to determine the methylomes of two related human pathogen species, Mycoplasma genitalium G-37 and Mycoplasma pneumoniae M129, with single-base resolution. Our analysis identified two new methylation motifs not previously described in bacteria: a widespread 6 mA methylation motif common to both bacteria (5'-CTAT-3'), as well as a more complex Type I m6A sequence motif in M. pneumoniae (5'-GAN(7)TAY-3'/3'-CTN(7)ATR-5'). We identify the methyltransferase responsible for the common motif and suggest the one involved in M. pneumoniae only. Analysis of the distribution of methylation sites across the genome of M. pneumoniae suggests a potential role for methylation in regulating the cell cycle, as well as in regulation of gene expression. To our knowledge, this is one of the first direct methylome profiling studies with single-base resolution from a bacterial organism.


Subject(s)
DNA Methylation/genetics , Mycoplasma genitalium , Mycoplasma pneumoniae , Nucleotide Motifs/genetics , Gene Expression Regulation, Archaeal , Genome, Bacterial , Humans , Methyltransferases/genetics , Mycoplasma genitalium/genetics , Mycoplasma genitalium/metabolism , Mycoplasma pneumoniae/genetics , Mycoplasma pneumoniae/metabolism
10.
Proc Natl Acad Sci U S A ; 110(48): E4658-67, 2013 Nov 26.
Article in English | MEDLINE | ID: mdl-24218615

ABSTRACT

The Caulobacter DNA methyltransferase CcrM is one of five master cell-cycle regulators. CcrM is transiently present near the end of DNA replication when it rapidly methylates the adenine in hemimethylated GANTC sequences. The timing of transcription of two master regulator genes and two cell division genes is controlled by the methylation state of GANTC sites in their promoters. To explore the global extent of this regulatory mechanism, we determined the methylation state of the entire chromosome at every base pair at five time points in the cell cycle using single-molecule, real-time sequencing. The methylation state of 4,515 GANTC sites, preferentially positioned in intergenic regions, changed progressively from full to hemimethylation as the replication forks advanced. However, 27 GANTC sites remained unmethylated throughout the cell cycle, suggesting that these protected sites could participate in epigenetic regulatory functions. An analysis of the time of activation of every cell-cycle regulatory transcription start site, coupled to both the position of a GANTC site in their promoter regions and the time in the cell cycle when the GANTC site transitions from full to hemimethylation, allowed the identification of 59 genes as candidates for epigenetic regulation. In addition, we identified two previously unidentified N(6)-methyladenine motifs and showed that they maintained a constant methylation state throughout the cell cycle. The cognate methyltransferase was identified for one of these motifs as well as for one of two 5-methylcytosine motifs.


Subject(s)
Caulobacter/genetics , Cell Cycle/genetics , DNA Methylation/genetics , Gene Expression Regulation, Bacterial/genetics , Genome, Bacterial/genetics , Adenine/metabolism , Base Sequence , Caulobacter/metabolism , Cloning, Molecular , Computational Biology , Cytosine/metabolism , Kinetics , Molecular Sequence Data , Sequence Analysis, DNA
11.
FASEB J ; 28(12): 5197-207, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25183669

ABSTRACT

Moraxella catarrhalis is a significant cause of otitis media and exacerbations of chronic obstructive pulmonary disease. Here, we characterize a phase-variable DNA methyltransferase (ModM), which contains 5'-CAAC-3' repeats in its open reading frame that mediate high-frequency mutation resulting in reversible on/off switching of ModM expression. Three modM alleles have been identified (modM1-3), with modM2 being the most commonly found allele. Using single-molecule, real-time (SMRT) genome sequencing and methylome analysis, we have determined that the ModM2 methylation target is 5'-GAR(m6)AC-3', and 100% of these sites are methylated in the genome of the M. catarrhalis 25239 ModM2 on strain. Proteomic analysis of ModM2 on and off variants revealed that ModM2 regulates expression of multiple genes that have potential roles in colonization, infection, and protection against host defenses. Investigation of the distribution of modM alleles in a panel of M. catarrhalis strains, isolated from the nasopharynx of healthy children or middle ear effusions from patients with otitis media, revealed a statistically significant association of modM3 with otitis media isolates. The modulation of gene expression via the ModM phase-variable regulon (phasevarion), and the significant association of the modM3 allele with otitis media, suggests a key role for ModM phasevarions in the pathogenesis of this organism.


Subject(s)
DNA Modification Methylases/metabolism , Moraxella catarrhalis/pathogenicity , Moraxellaceae Infections/microbiology , Otitis Media/microbiology , Amino Acid Sequence , DNA Modification Methylases/chemistry , DNA Primers , Humans , Mass Spectrometry , Molecular Sequence Data , Moraxellaceae Infections/enzymology , Otitis Media/enzymology , Polymerase Chain Reaction , Sequence Homology, Amino Acid
12.
BMC Genomics ; 15: 17, 2014 Jan 10.
Article in English | MEDLINE | ID: mdl-24410921

ABSTRACT

BACKGROUND: Although serotype O157:H7 is the predominant enterohemorrhagic Escherichia coli (EHEC), outbreaks of non-O157 EHEC that cause severe foodborne illness, including hemolytic uremic syndrome have increased worldwide. In fact, non-O157 serotypes are now estimated to cause over half of all the Shiga toxin-producing Escherichia coli (STEC) cases, and outbreaks of non-O157 EHEC infections are frequently associated with serotypes O26, O45, O103, O111, O121, and O145. Currently, there are no complete genomes for O145 in public databases. RESULTS: We determined the complete genome sequences of two O145 strains (EcO145), one linked to a US lettuce-associated outbreak (RM13514) and one to a Belgium ice-cream-associated outbreak (RM13516). Both strains contain one chromosome and two large plasmids, with genome sizes of 5,737,294 bp for RM13514 and 5,559,008 bp for RM13516. Comparative analysis of the two EcO145 genomes revealed a large core (5,173 genes) and a considerable amount of strain-specific genes. Additionally, the two EcO145 genomes display distinct chromosomal architecture, virulence gene profile, phylogenetic origin of Stx2a prophage, and methylation profile (methylome). Comparative analysis of EcO145 genomes to other completely sequenced STEC and other E. coli and Shigella genomes revealed that, unlike any other known non-O157 EHEC strain, EcO145 ascended from a common lineage with EcO157/EcO55. This evolutionary relationship was further supported by the pangenome analysis of the 10 EHEC str ains. Of the 4,192 EHEC core genes, EcO145 shares more genes with EcO157 than with the any other non-O157 EHEC strains. CONCLUSIONS: Our data provide evidence that EcO145 and EcO157 evolved from a common lineage, but ultimately each serotype evolves via a lineage-independent nature to EHEC by acquisition of the core set of EHEC virulence factors, including the genes encoding Shiga toxin and the large virulence plasmid. The large variation between the two EcO145 genomes suggests a distinctive evolutionary path between the two outbreak strains. The distinct methylome between the two EcO145 strains is likely due to the presence of a BsuBI/PstI methyltransferase gene cassette in the Stx2a prophage of the strain RM13514, suggesting a role of horizontal gene transfer-mediated epigenetic alteration in the evolution of individual EHEC strains.


Subject(s)
Biological Evolution , Escherichia coli O157/classification , Escherichia coli/classification , Escherichia coli/genetics , Genome, Bacterial , Enterohemorrhagic Escherichia coli/classification , Enterohemorrhagic Escherichia coli/genetics , Enterohemorrhagic Escherichia coli/virology , Escherichia coli/virology , Escherichia coli O157/genetics , Escherichia coli O157/virology , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Genomics , Methyltransferases/genetics , Methyltransferases/metabolism , Phylogeny , Prophages/metabolism , Serotyping , Shiga Toxin/genetics , Shigella/classification , Shigella/genetics , Virulence Factors/genetics
13.
Antimicrob Agents Chemother ; 58(10): 5947-53, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25070096

ABSTRACT

The whole-genome sequence of a carbapenem-resistant Klebsiella pneumoniae strain, PittNDM01, which coproduces NDM-1 and OXA-232 carbapenemases, was determined in this study. The use of single-molecule, real-time (SMRT) sequencing provided a closed genome in a single sequencing run. K. pneumoniae PittNDM01 has a single chromosome of 5,348,284 bp and four plasmids: pPKPN1 (283,371 bp), pPKPN2 (103,694 bp), pPKPN3 (70,814 bp), and pPKPN4 (6,141 bp). The contents of the chromosome were similar to that of the K. pneumoniae reference genome strain MGH 78578, with the exception of a large inversion spanning 23.3% of the chromosome. In contrast, three of the four plasmids are unique. The plasmid pPKPN1, an IncHI1B-like plasmid, carries the blaNDM-1, armA, and qnrB1 genes, along with tellurium and mercury resistance operons. blaNDM-1 is carried on a unique structure in which Tn125 is further bracketed by IS26 downstream of a class 1 integron. The IncFIA-like plasmid pPKPN3 also carries an array of resistance elements, including blaCTX-M-15 and a mercury resistance operon. The ColE-type plasmid pPKPN4 carrying blaOXA-232 is identical to a plasmid previously reported from France. SMRT sequencing was useful in resolving the complex bacterial genomic structures in the de novo assemblies.


Subject(s)
Bacterial Proteins/metabolism , Klebsiella pneumoniae/enzymology , Klebsiella pneumoniae/genetics , beta-Lactamases/metabolism , Anti-Bacterial Agents/pharmacology , Bacterial Proteins/genetics , Genome, Bacterial/genetics , Klebsiella pneumoniae/drug effects , Microbial Sensitivity Tests , Operon/genetics , Plasmids/genetics , beta-Lactamases/genetics
14.
Genome Res ; 21(10): 1572-82, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21846794

ABSTRACT

Age is the most important risk factor for neurodegeneration; however, the effects of aging and neurodegeneration on gene expression in the human brain have most often been studied separately. Here, we analyzed changes in transcript levels and alternative splicing in the temporal cortex of individuals of different ages who were cognitively normal, affected by frontotemporal lobar degeneration (FTLD), or affected by Alzheimer's disease (AD). We identified age-related splicing changes in cognitively normal individuals and found that these were present also in 95% of individuals with FTLD or AD, independent of their age. These changes were consistent with increased polypyrimidine tract binding protein (PTB)-dependent splicing activity. We also identified disease-specific splicing changes that were present in individuals with FTLD or AD, but not in cognitively normal individuals. These changes were consistent with the decreased neuro-oncological ventral antigen (NOVA)-dependent splicing regulation, and the decreased nuclear abundance of NOVA proteins. As expected, a dramatic down-regulation of neuronal genes was associated with disease, whereas a modest down-regulation of glial and neuronal genes was associated with aging. Whereas our data indicated that the age-related splicing changes are regulated independently of transcript-level changes, these two regulatory mechanisms affected expression of genes with similar functions, including metabolism and DNA repair. In conclusion, the alternative splicing changes identified in this study provide a new link between aging and neurodegeneration.


Subject(s)
Aging , Alternative Splicing , Alzheimer Disease/genetics , Frontotemporal Lobar Degeneration/genetics , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , Antigens, Neoplasm/genetics , Antigens, Neoplasm/metabolism , Cell Adhesion Molecules/genetics , Down-Regulation , Exons , Gene Expression Profiling , Humans , Ion Channels/genetics , Middle Aged , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Neuro-Oncological Ventral Antigen , Oligonucleotide Array Sequence Analysis , Polypyrimidine Tract-Binding Protein/metabolism , Principal Component Analysis , Protein Isoforms/metabolism , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Synaptic Transmission/genetics , Temporal Lobe/metabolism , Transcription, Genetic , Young Adult
15.
Nat Methods ; 9(1): 75-7, 2011 Nov 20.
Article in English | MEDLINE | ID: mdl-22101853

ABSTRACT

We describe strand-specific, base-resolution detection of 5-hydroxymethylcytosine (5-hmC) in genomic DNA with single-molecule sensitivity, combining a bioorthogonal, selective chemical labeling method of 5-hmC with single-molecule, real-time (SMRT) DNA sequencing. The chemical labeling not only allows affinity enrichment of 5-hmC-containing DNA fragments but also enhances the kinetic signal of 5-hmC during SMRT sequencing. We applied the approach to sequence 5-hmC in a genomic DNA sample with high confidence.


Subject(s)
Cytosine/analogs & derivatives , DNA/chemistry , Sequence Analysis, DNA/methods , 5-Methylcytosine/analogs & derivatives , Base Sequence , Cytosine/analysis , Sensitivity and Specificity
16.
Nature ; 456(7221): 464-9, 2008 Nov 27.
Article in English | MEDLINE | ID: mdl-18978773

ABSTRACT

Protein-RNA interactions have critical roles in all aspects of gene expression. However, applying biochemical methods to understand such interactions in living tissues has been challenging. Here we develop a genome-wide means of mapping protein-RNA binding sites in vivo, by high-throughput sequencing of RNA isolated by crosslinking immunoprecipitation (HITS-CLIP). HITS-CLIP analysis of the neuron-specific splicing factor Nova revealed extremely reproducible RNA-binding maps in multiple mouse brains. These maps provide genome-wide in vivo biochemical footprints confirming the previous prediction that the position of Nova binding determines the outcome of alternative splicing; moreover, they are sufficiently powerful to predict Nova action de novo. HITS-CLIP revealed a large number of Nova-RNA interactions in 3' untranslated regions, leading to the discovery that Nova regulates alternative polyadenylation in the brain. HITS-CLIP, therefore, provides a robust, unbiased means to identify functional protein-RNA interactions in vivo.


Subject(s)
Alternative Splicing/genetics , Antigens, Neoplasm/metabolism , Genome/genetics , Neocortex/cytology , Neurons/metabolism , RNA, Messenger/metabolism , RNA-Binding Proteins/metabolism , Animals , Antigens, Neoplasm/genetics , Cell Line , Cross-Linking Reagents/chemistry , Cross-Linking Reagents/metabolism , Exons/genetics , Genomics , Humans , Immunoprecipitation , Mice , Neuro-Oncological Ventral Antigen , Organ Specificity , Polyadenylation/genetics , RNA, Messenger/genetics , RNA-Binding Proteins/genetics
17.
Nucleic Acids Res ; 40(4): e29, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22156058

ABSTRACT

DNA methylation is the most common form of DNA modification in prokaryotic and eukaryotic genomes. We have applied the method of single-molecule, real-time (SMRT®) DNA sequencing that is capable of direct detection of modified bases at single-nucleotide resolution to characterize the specificity of several bacterial DNA methyltransferases (MTases). In addition to previously described SMRT sequencing of N6-methyladenine and 5-methylcytosine, we show that N4-methylcytosine also has a specific kinetic signature and is therefore identifiable using this approach. We demonstrate for all three prokaryotic methylation types that SMRT sequencing confirms the identity and position of the methylated base in cases where the MTase specificity was previously established by other methods. We then applied the method to determine the sequence context and methylated base identity for three MTases with unknown specificities. In addition, we also find evidence of unanticipated MTase promiscuity with some enzymes apparently also modifying sequences that are related, but not identical, to the cognate site.


Subject(s)
DNA Methylation , DNA Modification Methylases/metabolism , Sequence Analysis, DNA , Bacteria/enzymology , Base Sequence , DNA (Cytosine-5-)-Methyltransferases/metabolism , Molecular Sequence Data , Plasmids/chemistry , Site-Specific DNA-Methyltransferase (Adenine-Specific)/metabolism , Site-Specific DNA-Methyltransferase (Cytosine-N4-Specific)/metabolism , Substrate Specificity
18.
Nucleic Acids Res ; 40(22): 11450-62, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23034806

ABSTRACT

Six bacterial genomes, Geobacter metallireducens GS-15, Chromohalobacter salexigens, Vibrio breoganii 1C-10, Bacillus cereus ATCC 10987, Campylobacter jejuni subsp. jejuni 81-176 and C. jejuni NCTC 11168, all of which had previously been sequenced using other platforms were re-sequenced using single-molecule, real-time (SMRT) sequencing specifically to analyze their methylomes. In every case a number of new N(6)-methyladenine ((m6)A) and N(4)-methylcytosine ((m4)C) methylation patterns were discovered and the DNA methyltransferases (MTases) responsible for those methylation patterns were assigned. In 15 cases, it was possible to match MTase genes with MTase recognition sequences without further sub-cloning. Two Type I restriction systems required sub-cloning to differentiate their recognition sequences, while four MTase genes that were not expressed in the native organism were sub-cloned to test for viability and recognition sequences. Two of these proved active. No attempt was made to detect 5-methylcytosine ((m5)C) recognition motifs from the SMRT® sequencing data because this modification produces weaker signals using current methods. However, all predicted (m6)A and (m4)C MTases were detected unambiguously. This study shows that the addition of SMRT sequencing to traditional sequencing approaches gives a wealth of useful functional information about a genome showing not only which MTase genes are active but also revealing their recognition sequences.


Subject(s)
DNA Methylation , Genome, Bacterial , Adenine/analogs & derivatives , Adenine/analysis , Bacillus cereus/genetics , Campylobacter jejuni/genetics , Chromohalobacter/genetics , Cytosine/analogs & derivatives , Cytosine/analysis , DNA Modification Methylases/genetics , DNA, Bacterial/chemistry , DNA, Bacterial/metabolism , Geobacter/genetics , Sequence Analysis, DNA , Vibrio/genetics
19.
Proc Natl Acad Sci U S A ; 108(9): 3707-12, 2011 Mar 01.
Article in English | MEDLINE | ID: mdl-21317363

ABSTRACT

A 6.9 million-feature oligonucleotide array of the human transcriptome [Glue Grant human transcriptome (GG-H array)] has been developed for high-throughput and cost-effective analyses in clinical studies. This array allows comprehensive examination of gene expression and genome-wide identification of alternative splicing as well as detection of coding SNPs and noncoding transcripts. The performance of the array was examined and compared with mRNA sequencing (RNA-Seq) results over multiple independent replicates of liver and muscle samples. Compared with RNA-Seq of 46 million uniquely mappable reads per replicate, the GG-H array is highly reproducible in estimating gene and exon abundance. Although both platforms detect similar expression changes at the gene level, the GG-H array is more sensitive at the exon level. Deeper sequencing is required to adequately cover low-abundance transcripts. The array has been implemented in a multicenter clinical program and has generated high-quality, reproducible data. Considering the clinical trial requirements of cost, sample availability, and throughput, the GG-H array has a wide range of applications. An emerging approach for large-scale clinical genomic studies is to first use RNA-Seq to the sufficient depth for the discovery of transcriptome elements relevant to the disease process followed by high-throughput and reliable screening of these elements on thousands of patient samples using custom-designed arrays.


Subject(s)
Gene Expression Profiling/methods , High-Throughput Screening Assays/methods , Oligonucleotide Array Sequence Analysis/methods , Alternative Splicing/genetics , Exons/genetics , Humans , Organ Specificity/genetics , RNA, Untranslated/genetics , Reproducibility of Results , Sequence Analysis, RNA
20.
BMC Biol ; 11: 4, 2013 Jan 22.
Article in English | MEDLINE | ID: mdl-23339471

ABSTRACT

BACKGROUND: DNA methylation serves as an important epigenetic mark in both eukaryotic and prokaryotic organisms. In eukaryotes, the most common epigenetic mark is 5-methylcytosine, whereas prokaryotes can have 6-methyladenine, 4-methylcytosine, or 5-methylcytosine. Single-molecule, real-time sequencing is capable of directly detecting all three types of modified bases. However, the kinetic signature of 5-methylcytosine is subtle, which presents a challenge for detection. We investigated whether conversion of 5-methylcytosine to 5-carboxylcytosine using the enzyme Tet1 would enhance the kinetic signature, thereby improving detection. RESULTS: We characterized the kinetic signatures of various cytosine modifications, demonstrating that 5-carboxylcytosine has a larger impact on the local polymerase rate than 5-methylcytosine. Using Tet1-mediated conversion, we show improved detection of 5-methylcytosine using in vitro methylated templates and apply the method to the characterization of 5-methylcytosine sites in the genomes of Escherichia coli MG1655 and Bacillus halodurans C-125. CONCLUSIONS: We have developed a method for the enhancement of directly detecting 5-methylcytosine during single-molecule, real-time sequencing. Using Tet1 to convert 5-methylcytosine to 5-carboxylcytosine improves the detection rate of this important epigenetic marker, thereby complementing the set of readily detectable microbial base modifications, and enhancing the ability to interrogate eukaryotic epigenetic markers.


Subject(s)
5-Methylcytosine/metabolism , DNA-Binding Proteins/metabolism , Proto-Oncogene Proteins/metabolism , Sequence Analysis, DNA , DNA Modification Methylases/metabolism , Escherichia coli/enzymology , Genome, Bacterial , Kinetics , Mixed Function Oxygenases , Oxidation-Reduction , Substrate Specificity
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