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1.
mBio ; 10(1)2019 01 22.
Article in English | MEDLINE | ID: mdl-30670613

ABSTRACT

DNA methylation is an epigenetic mechanism most commonly associated with transcriptional repression. While it is clear that DNA methylation can silence HIV proviral expression in in vitro latency models, its correlation with HIV persistence and expression in vivo is ambiguous, particularly in persons living with HIV (PLWH) receiving antiretroviral therapy (ART). Several factors potentially contribute to discrepancies between results in the literature, including differences in integration sites, functional proviral load, sampling bias, and stochastic PCR amplification. Recent studies into genomic features of cytosine methylation sites in mammalian genes offer potentially significant insights into this mechanism. Here, we discuss the importance of these factors in the context of the HIV.


Subject(s)
Cytosine/metabolism , DNA Methylation , DNA, Viral/metabolism , Epigenesis, Genetic , HIV/physiology , Proviruses/physiology , Virus Latency , Gene Expression Regulation, Viral , HIV/genetics , Proviruses/genetics
2.
Methods Mol Biol ; 1708: 333-348, 2018.
Article in English | MEDLINE | ID: mdl-29224152

ABSTRACT

Many methods exist for examining CpG DNA methylation. However, many of these are qualitative, laborious to apply to a large number of genes simultaneously, or are not easy to target to specific regions of interest. Microdroplet PCR-based bisulfite sequencing allows for quantitative single base resolution analysis of investigator selected regions of interest. Following bisulfite conversion of genomic DNA, targeted microdroplet PCR is conducted with custom primer libraries. Samples are then fragmented, concatenated, and sequenced by high-throughput sequencing. The most recent technology allows for this method to be conducted with as little as 250 ng of bisulfite-converted DNA. The primary advantage of this method is the ability to hand-select the targeted regions covered by up to 10,000 amplicons of 500-600 bp. Moreover, the nature of microdroplet PCR virtually eliminates PCR bias and allows for the amplification of all targets simultaneously in a single tube.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Polymerase Chain Reaction/methods , Sequence Analysis, DNA/methods , Algorithms , CpG Islands , DNA Methylation , Genome, Human , Humans , Sulfites
3.
J Immunol ; 199(9): 3158-3175, 2017 11 01.
Article in English | MEDLINE | ID: mdl-28947543

ABSTRACT

The changes to the epigenetic landscape in response to Ag during CD4 T cell activation have not been well characterized. Although CD4 T cell subsets have been mapped globally for numerous epigenetic marks, little has been done to study their dynamics early after activation. We have studied changes to promoter H3K27me3 during activation of human naive and memory CD4 T cells. Our results show that these changes occur relatively early (1 d) after activation of naive and memory cells and that demethylation is the predominant change to H3K27me3 at this time point, reinforcing high expression of target genes. Additionally, inhibition of the H3K27 demethylase JMJD3 in naive CD4 T cells demonstrates how critically important molecules required for T cell differentiation, such as JAK2 and IL12RB2, are regulated by H3K27me3. Our results show that H3K27me3 is a dynamic and important epigenetic modification during CD4 T cell activation and that JMJD3-driven H3K27 demethylation is critical for CD4 T cell function.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Gene Expression Regulation, Enzymologic/immunology , Histones/immunology , Janus Kinase 2/immunology , Jumonji Domain-Containing Histone Demethylases/immunology , Lymphocyte Activation , Protein Processing, Post-Translational/immunology , Receptors, Interleukin-12/immunology , STAT Transcription Factors/immunology , Epigenesis, Genetic/immunology , Humans , Methylation
4.
J Immunol ; 194(4): 1565-79, 2015 Feb 15.
Article in English | MEDLINE | ID: mdl-25576597

ABSTRACT

Memory T cells are primed for rapid responses to Ag; however, the molecular mechanisms responsible for priming remain incompletely defined. CpG methylation in promoters is an epigenetic modification, which regulates gene transcription. Using targeted bisulfite sequencing, we examined methylation of 2100 genes (56,000 CpGs) mapped by deep sequencing of T cell activation in human naive and memory CD4 T cells. Four hundred sixty-six CpGs (132 genes) displayed differential methylation between naive and memory cells. Twenty-one genes exhibited both differential methylation and gene expression before activation, linking promoter DNA methylation states to gene regulation; 6 of 21 genes encode proteins closely studied in T cells, whereas 15 genes represent novel targets for further study. Eighty-four genes demonstrated differential methylation between memory and naive cells that correlated to differential gene expression following activation, of which 39 exhibited reduced methylation in memory cells coupled with increased gene expression upon activation compared with naive cells. These reveal a class of primed genes more rapidly expressed in memory compared with naive cells and putatively regulated by DNA methylation. These findings define a DNA methylation signature unique to memory CD4 T cells that correlates with activation-induced gene expression.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , CpG Islands/immunology , DNA Methylation , Epigenesis, Genetic/immunology , Immunologic Memory/genetics , Lymphocyte Activation/genetics , CpG Islands/genetics , DNA Methylation/genetics , DNA Methylation/immunology , Enzyme-Linked Immunosorbent Assay , Epigenesis, Genetic/genetics , Flow Cytometry , Gene Expression Profiling/methods , Gene Expression Regulation/immunology , High-Throughput Nucleotide Sequencing/methods , Humans , Immunologic Memory/immunology , Lymphocyte Activation/immunology , Polymerase Chain Reaction , Promoter Regions, Genetic/genetics , Promoter Regions, Genetic/immunology , Sequence Analysis, RNA/methods
5.
Biotechniques ; 56(2): 61-4, 66, 68, passim, 2014.
Article in English | MEDLINE | ID: mdl-24502796

ABSTRACT

High-throughput sequencing, also known as next-generation sequencing (NGS), has revolutionized genomic research. In recent years, NGS technology has steadily improved, with costs dropping and the number and range of sequencing applications increasing exponentially. Here, we examine the critical role of sequencing library quality and consider important challenges when preparing NGS libraries from DNA and RNA sources. Factors such as the quantity and physical characteristics of the RNA or DNA source material as well as the desired application (i.e., genome sequencing, targeted sequencing, RNA-seq, ChIP-seq, RIP-seq, and methylation) are addressed in the context of preparing high quality sequencing libraries. In addition, the current methods for preparing NGS libraries from single cells are also discussed.


Subject(s)
Gene Library , Genomics , High-Throughput Nucleotide Sequencing , Sequence Analysis, DNA , Sequence Analysis, RNA , Animals , Biotechnology , DNA Methylation , Humans , Immunoprecipitation , Mice , Sequence Alignment
7.
Genome Res ; 21(10): 1738-45, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21757609

ABSTRACT

Cytosine methylation of DNA CpG dinucleotides in gene promoters is an epigenetic modification that regulates gene transcription. While many methods exist to interrogate methylation states, few current methods offer large-scale, targeted, single CpG resolution. We report an approach combining bisulfite treatment followed by microdroplet PCR with next-generation sequencing to assay the methylation state of 50 genes in the regions 1 kb upstream of and downstream from their transcription start sites. This method yielded 96% coverage of the targeted CpGs and demonstrated high correlation between CpG island (CGI) DNA methylation and transcriptional regulation. The method was scaled to interrogate the methylation status of 77,674 CpGs in the promoter regions of 2100 genes in primary CD4 T cells. The 2100 gene library yielded 97% coverage of all targeted CpGs and 99% of the target amplicons.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Microchemistry/methods , Polymerase Chain Reaction/methods , Sequence Analysis, DNA/methods , Base Sequence , CpG Islands , DNA/chemistry , DNA/genetics , DNA Methylation , DNA Primers/chemistry , Epigenesis, Genetic , Humans , Jurkat Cells , Promoter Regions, Genetic , Sulfites/chemistry
8.
J Virol ; 83(24): 12956-67, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19812152

ABSTRACT

There are currently no published data documenting the presence of retroviruses in cetaceans, though the occurrences of cancers and immunodeficiency states suggest the potential. We examined tissues from adult killer whales and detected a novel gammaretrovirus by degenerate PCR. Reverse transcription-PCR also demonstrated tissue and serum expression of retroviral mRNA. The full-length sequence of the provirus was obtained by PCR, and a TaqMan-based copy number assay did not demonstrate evidence of productive infection. PCR on blood samples from 11 healthy captive killer whales and tissues from 3 free-ranging animals detected the proviral DNA in all tissues examined from all animals. A survey of multiple cetacean species by PCR for gag, pol, and env sequences showed homologs of this virus in the DNA of eight species of delphinids, pygmy and dwarf sperm whales, and harbor porpoises, but not in beluga or fin whales. Analysis of the bottlenose dolphin genome revealed two full-length proviral sequences with 97.4% and 96.9% nucleotide identity to the killer whale gammaretrovirus. The results of single-cell PCR on killer whale sperm and Southern blotting are also consistent with the conclusion that the provirus is endogenous. We suggest that this gammaretrovirus entered the delphinoid ancestor's genome before the divergence of modern dolphins or that an exogenous variant existed following divergence that was ultimately endogenized. However, the transcriptional activity demonstrated in tissues and the nearly intact viral genome suggest a more recent integration into the killer whale genome, favoring the latter hypothesis. The proposed name for this retrovirus is killer whale endogenous retrovirus.


Subject(s)
Gammaretrovirus/genetics , Whale, Killer/virology , Animals , Base Sequence , Blotting, Southern , Gammaretrovirus/classification , Gene Dosage , Molecular Sequence Data , Reverse Transcriptase Polymerase Chain Reaction , Terminal Repeat Sequences
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