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1.
Bioinformatics ; 38(17): 4062-4069, 2022 09 02.
Article in English | MEDLINE | ID: mdl-35809062

ABSTRACT

MOTIVATION: ChIP-seq detects protein-DNA interactions within chromatin, such as that of chromatin structural components and transcription machinery. ChIP-seq profiles are often noisy and variable across replicates, posing a challenge to the development of effective algorithms to accurately detect differential peaks. Methods have recently been designed for this purpose but sometimes yield conflicting results that are inconsistent with the underlying biology. Most existing algorithms perform well on limited datasets. To improve differential analysis of ChIP-seq, we present a novel Differential analysis method for ChIP-seq based on Limma (DiffChIPL). RESULTS: DiffChIPL is adaptive to asymmetrical or symmetrical data and can accurately report global differences. We used simulated and real datasets for transcription factors (TFs) and histone modification marks to validate and benchmark our algorithm. DiffChIPL shows superior performance in sensitivity and false positive rate in different simulations and control datasets. DiffChIPL also performs well on real ChIP-seq, CUT&RUN, CUT&Tag and ATAC-seq datasets. DiffChIPL is an accurate and robust method, exhibiting better performance in differential analysis for a variety of applications including TF binding, histone modifications and chromatin accessibility. AVAILABILITY AND IMPLEMENTATION: https://github.com/yancychy/DiffChIPL. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Chromatin Immunoprecipitation Sequencing , High-Throughput Nucleotide Sequencing , Chromatin Immunoprecipitation/methods , Sequence Analysis, DNA/methods , High-Throughput Nucleotide Sequencing/methods , Chromatin , Algorithms
2.
Nucleic Acids Res ; 50(14): 7906-7924, 2022 08 12.
Article in English | MEDLINE | ID: mdl-35819192

ABSTRACT

Chromatin insulators are DNA-protein complexes that can prevent the spread of repressive chromatin and block communication between enhancers and promoters to regulate gene expression. In Drosophila, the gypsy chromatin insulator complex consists of three core proteins: CP190, Su(Hw), and Mod(mdg4)67.2. These factors concentrate at nuclear foci termed insulator bodies, and changes in insulator body localization have been observed in mutants defective for insulator function. Here, we identified NURF301/E(bx), a nucleosome remodeling factor, as a novel regulator of gypsy insulator body localization through a high-throughput RNAi imaging screen. NURF301 promotes gypsy-dependent insulator barrier activity and physically interacts with gypsy insulator proteins. Using ChIP-seq, we found that NURF301 co-localizes with insulator proteins genome-wide, and NURF301 promotes chromatin association of Su(Hw) and CP190 at gypsy insulator binding sites. These effects correlate with NURF301-dependent nucleosome repositioning. At the same time, CP190 and Su(Hw) both facilitate recruitment of NURF301 to chromatin. Finally, Oligopaint FISH combined with immunofluorescence revealed that NURF301 promotes 3D contact between insulator bodies and gypsy insulator DNA binding sites, and NURF301 is required for proper nuclear positioning of gypsy binding sites. Our data provide new insights into how a nucleosome remodeling factor and insulator proteins cooperatively contribute to nuclear organization.


Subject(s)
Chromatin , Chromosomal Proteins, Non-Histone/metabolism , Drosophila Proteins/metabolism , Animals , Chromatin/genetics , Chromatin/metabolism , DNA/metabolism , Drosophila/genetics , Drosophila melanogaster/genetics , Drosophila melanogaster/metabolism , Insulator Elements/genetics , Microtubule-Associated Proteins/metabolism , Nuclear Proteins/metabolism , Nucleosomes/genetics , Nucleosomes/metabolism
3.
Nat Commun ; 12(1): 4170, 2021 07 07.
Article in English | MEDLINE | ID: mdl-34234130

ABSTRACT

Genome organization is driven by forces affecting transcriptional state, but the relationship between transcription and genome architecture remains unclear. Here, we identified the Drosophila transcription factor Motif 1 Binding Protein (M1BP) in physical association with the gypsy chromatin insulator core complex, including the universal insulator protein CP190. M1BP is required for enhancer-blocking and barrier activities of the gypsy insulator as well as its proper nuclear localization. Genome-wide, M1BP specifically colocalizes with CP190 at Motif 1-containing promoters, which are enriched at topologically associating domain (TAD) borders. M1BP facilitates CP190 chromatin binding at many shared sites and vice versa. Both factors promote Motif 1-dependent gene expression and transcription near TAD borders genome-wide. Finally, loss of M1BP reduces chromatin accessibility and increases both inter- and intra-TAD local genome compaction. Our results reveal physical and functional interaction between CP190 and M1BP to activate transcription at TAD borders and mediate chromatin insulator-dependent genome organization.


Subject(s)
Drosophila Proteins/metabolism , Drosophila melanogaster/genetics , Microtubule-Associated Proteins/metabolism , Nuclear Proteins/metabolism , Repressor Proteins/metabolism , Transcription Factors/metabolism , Transcriptional Activation , Animals , Animals, Genetically Modified , Cell Line , Cell Nucleus/metabolism , Chromatin/genetics , Chromatin/metabolism , Chromatin Immunoprecipitation Sequencing , Drosophila Proteins/genetics , Gene Knockdown Techniques , Genome, Insect , Insulator Elements/genetics , Male , Microtubule-Associated Proteins/genetics , Nuclear Proteins/genetics , Promoter Regions, Genetic/genetics , RNA-Seq , Repressor Proteins/genetics , Transcription Factors/genetics
4.
J Genet Genomics ; 44(8): 385-394, 2017 Aug 20.
Article in English | MEDLINE | ID: mdl-28869113

ABSTRACT

Classes of retrotransposons constitute a large portion of metazoan genome. There have been cases reported that genomic abundance of retrotransposons is correlated with the severity of low environmental temperatures. However, the molecular mechanisms underlying such correlation are unknown. We show here by cell transfection assays that retrotransposition (RTP) of a long interspersed nuclear element (LINE) from an Antarctic notothenioid fish Dissostichus mawsoni (dmL1) could be activated by low temperature exposure, causing increased dmL1 copies in the host cell genome. The cold-induced dmL1 propagation was demonstrated to be mediated by the mitogen-activated protein kinases (MAPK)/p38 signaling pathway, which is activated by accumulation of reactive oxygen species (ROS) in cold-stressed conditions. Surprisingly, dmL1 transfected cells showed an increase in the number of viable cells after prolonged cold exposures than non-transfected cells. Features of cold inducibility of dmL1 were recapitulated in LINEs of zebrafish origin both in cultured cell lines and tissues, suggesting existence of a common cold-induced LINE amplification in fishes. The findings reveal an important function of LINEs in temperature adaptation and provid insights into the MAPK/p38 stress responsive pathway that shapes LINE composition in fishes facing cold stresses.


Subject(s)
Cold Temperature , Long Interspersed Nucleotide Elements/genetics , Perciformes/genetics , Zebrafish/genetics , Animals , Cell Survival/genetics , Enzyme Activation/genetics , Genomics , MAP Kinase Signaling System/genetics , Perciformes/metabolism , Reactive Oxygen Species/metabolism , Zebrafish/metabolism , p38 Mitogen-Activated Protein Kinases/metabolism
5.
J Cell Mol Med ; 21(12): 3552-3564, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28699698

ABSTRACT

Methadone maintenance treatment (MMT) is the major tapering therapy for morphine addictive patients. There have gender differences reported in response to MMT. This study discovered that the estrogen-response element single nucleotide polymorphism (ERE-SNP; rs16974799, C/T) of cytochrome 2B6 gene (cyp2b6; methadone catabolic enzyme) responded differently to MMT dosing. Oestradiol was associated with high MMT dosing, high enantiomer (R- or S-) of 2-ethylidene-1,5-dimethyl-3,3-dipheny-pyrrolidine (EDDP; methadone metabolite) to methadone ratio and increased drug-seeking behaviour, implicating oestradiol-CYP-EDDP/methadone axis decreasing MMT efficacy. In mouse model, oestrogen mitigates methadone antinociceptive response, facilitates methadone catabolism and up-regulates methadone-associated metabolizing enzymes. Oestrogen also ablates chronic methadone administration-induced rewarding response. Mechanism dissection revealed the CC genotype of CYP2B6-ERE-SNP exerts higher ERE sequence alignment score, higher estrogenic response as compared to TT genotype. At last, preclinical study via targeting estrogen signal that tamoxifen (TMX; selective estrogen receptor modulator, SERM) could facilitate the tolerance phase rewarding response of methadone. Strikingly, TMX also reduces tapering/abstinence phases methadone liability in mice. In conclusion, this study demonstrates altering methadone metabolism through targeting estrogen signals might be able to free morphine addictive patients from the addiction of opioid replacement therapy. Therefore, the add-on therapy clinical trial introducing SERM in MMT regimen is suggested.


Subject(s)
Cytochrome P-450 CYP2B6/genetics , Estradiol/metabolism , Estrogen Antagonists/pharmacology , Methadone/pharmacology , Morphine Dependence/drug therapy , Signal Transduction/drug effects , Tamoxifen/pharmacology , Adult , Animals , Cytochrome P-450 CYP2B6/metabolism , Estradiol/pharmacology , Female , Gene Expression Regulation , Humans , Male , Methadone/pharmacokinetics , Mice , Mice, Inbred C57BL , Morphine Dependence/genetics , Morphine Dependence/metabolism , Morphine Dependence/physiopathology , Opiate Substitution Treatment , Ovariectomy , Polymorphism, Single Nucleotide , Pyrrolidines/metabolism , Response Elements , Sex Factors
6.
BMC Genomics ; 12: 605, 2011 Dec 14.
Article in English | MEDLINE | ID: mdl-22168751

ABSTRACT

BACKGROUND: MicroRNAs (miRNAs) play important roles in regulating the expression of protein-coding genes by directing the degradation and/or repression of the translation of gene transcripts. Growing evidence shows that miRNAs are indispensable player in organismal development with its regulatory role in the growth and differentiation of cell lineages. However, the roles of miRNA-mediated regulation in environmental adaptation of organisms are largely unknown. To examine this potential regulatory capability, we characterized microRNAomes from the brain of zebrafish raised under normal (28 °C) and cold-acclimated (10 °C, 10 days) conditions using Solexa sequencing. We then examined the expression pattern of the protein-coding genes under these two conditions with Affymetrix Zebrafish Genome Array profiling. The potential roles of the microRNAome in the transcriptomic cold regulation in the zebrafish brain were investigated by various statistical analyses. RESULTS: Among the total 214 unique, mature zebrafish miRNAs deposited on the miRBase website (release 16), 175 were recovered in this study. In addition, we identified 399 novel, mature miRNAs using multiple miRNA prediction methods. We defined a set of 25 miRNAs differentially expressed under the cold and normal conditions and predicted the molecular functions and biological processes that they involve through Gene Ontology (GO) annotation of their target genes. On the other hand, microarray analysis showed that genes related to mRNA processing and response to stress were overrepresented among the up-regulated genes in cold-stress, but are not directly corresponding to any of the GO molecular functions and biological processes predicted from the differential miRNAs. Using several statistical models including a novel, network-based approach, we found that miRNAs identified in this study, either individually or together, and either directly or indirectly (i.e., mediated by transcription factors), only make minor contribution to the change in gene expression patterns under the low-temperature condition. CONCLUSIONS: Our results suggest that the cold-stress response of mRNA expression may be governed mainly through regulatory modes other than miRNA-mediated regulation. MiRNAs in animal brains might act more as developmental regulators than thermal adaptability regulators.


Subject(s)
Adaptation, Physiological , Brain/physiology , Cold Temperature , Gene Expression Regulation/physiology , MicroRNAs/physiology , Neuronal Plasticity/physiology , Transcriptome , Animals , Base Sequence , Zebrafish
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