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1.
Methods Mol Biol ; 2830: 81-91, 2024.
Article in English | MEDLINE | ID: mdl-38977570

ABSTRACT

Chromatin immunoprecipitation (ChIP) is used to analyze the targeting of a protein to a specific region of chromatin in vivo. Here, we present an instructive ChIP protocol for Arabidopsis imbibed seeds. The protocol covers all steps, from the sampling of imbibed seeds to the reverse crosslinking of immunoprecipitated protein-DNA complexes, and includes experimental tips and notes. The targeting of the protein to DNA is determined by quantitative PCR (qPCR) using reverse crosslinked DNA. The protocol can be further scaled up for ChIP-sequencing (ChIP-seq) analysis. As an example of the protocol, we include a ChIP-quantitative PCR (ChIP-qPCR) analysis demonstrating the targeting of PIF1 to the ABI5 promoter.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Chromatin Immunoprecipitation , Seeds , Arabidopsis/genetics , Arabidopsis/metabolism , Chromatin Immunoprecipitation/methods , Seeds/genetics , Seeds/metabolism , Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Chromatin/genetics , Chromatin/metabolism , Promoter Regions, Genetic , DNA, Plant/genetics , Real-Time Polymerase Chain Reaction/methods
2.
Methods Mol Biol ; 2842: 419-447, 2024.
Article in English | MEDLINE | ID: mdl-39012609

ABSTRACT

Chromatin immunoprecipitation (ChIP) is an invaluable method to characterize interactions between proteins and genomic DNA, such as the genomic localization of transcription factors and post-translational modification of histones. DNA and proteins are reversibly and covalently crosslinked using formaldehyde. Then the cells are lysed to release the chromatin. The chromatin is fragmented into smaller sizes either by micrococcal nuclease (MN) or sonication and then purified from other cellular components. The protein-DNA complexes are enriched by immunoprecipitation (IP) with antibodies that target the epitope of interest. The DNA is released from the proteins by heat and protease treatment, followed by degradation of contaminating RNAs with RNase. The resulting DNA is analyzed using various methods, including polymerase chain reaction (PCR), quantitative PCR (qPCR), or sequencing. This protocol outlines each of these steps for both yeast and human cells. This chapter includes a contextual discussion of the combination of ChIP with DNA analysis methods such as ChIP-on-Chip, ChIP-qPCR, and ChIP-Seq, recent updates on ChIP-Seq data analysis pipelines, complementary methods for identification of binding sites of DNA binding proteins, and additional protocol information about ChIP-qPCR and ChIP-Seq.


Subject(s)
Chromatin Immunoprecipitation Sequencing , Humans , Chromatin Immunoprecipitation Sequencing/methods , Chromatin Immunoprecipitation/methods , DNA/genetics , DNA/metabolism , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Binding Sites , Chromatin/genetics , Chromatin/metabolism , High-Throughput Nucleotide Sequencing/methods
3.
Methods Mol Biol ; 2805: 127-135, 2024.
Article in English | MEDLINE | ID: mdl-39008178

ABSTRACT

The modulation of cis-regulatory elements (e.g., enhancers and promoters) is a major mechanism by which gene expression can be controlled in a temporal and spatially restricted manner. However, methods for both identifying these elements and inferring their activity are limited and often require a substantial investment of time, money, and resources. Here, using mammalian skin as a model, we demonstrate a streamlined protocol by which these hurdles can be overcome using a novel chromatin profiling technique (CUT&RUN) to map histone modifications genome-wide. This protocol can be used to map the location and activity of putative cis-regulatory elements, providing mechanistic insight into how differential gene expression is controlled in mammalian tissues.


Subject(s)
Promoter Regions, Genetic , Skin , Animals , Skin/metabolism , Enhancer Elements, Genetic , Chromatin/genetics , Chromatin/metabolism , Humans , Mammals/genetics , Mice , Gene Expression Regulation , Regulatory Sequences, Nucleic Acid/genetics , Histones/metabolism , Histones/genetics , Genome/genetics , Gene Expression Profiling/methods , Chromatin Immunoprecipitation/methods
4.
Braz J Med Biol Res ; 57: e13190, 2024.
Article in English | MEDLINE | ID: mdl-38896642

ABSTRACT

The overexpression of the prostate cancer antigen 3 (PCA3) gene is well-defined as a marker for prostate cancer (PCa) diagnosis. Although widely used in clinical research, PCA3 molecular mechanisms remain unknown. Herein we used phage display technology to identify putative molecules that bind to the promoter region of PCA3 gene and regulate its expression. The most frequent peptide PCA3p1 (80%) was similar to the Rho GTPase activating protein 21 (ARHGAP21) and its binding affinity was confirmed using Phage Bead ELISA. We showed that ARHGAP21 silencing in LNCaP prostate cancer cells decreased PCA3 and androgen receptor (AR) transcriptional levels and increased prune homolog 2 (PRUNE2) coding gene expression, indicating effective involvement of ARHGAP21 in androgen-dependent tumor pathway. Chromatin immunoprecipitation assay confirmed the interaction between PCA3 promoter region and ARHGAP21. This is the first study that described the role of ARHGAP21 in regulating the PCA3 gene under the androgenic pathway, standing out as a new mechanism of gene regulatory control during prostatic oncogenesis.


Subject(s)
Antigens, Neoplasm , GTPase-Activating Proteins , Gene Expression Regulation, Neoplastic , Prostatic Neoplasms , Humans , Male , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , GTPase-Activating Proteins/genetics , GTPase-Activating Proteins/metabolism , Gene Expression Regulation, Neoplastic/genetics , Cell Line, Tumor , Antigens, Neoplasm/genetics , Antigens, Neoplasm/metabolism , Promoter Regions, Genetic/genetics , Chromatin Immunoprecipitation , Receptors, Androgen/genetics , Receptors, Androgen/metabolism , Enzyme-Linked Immunosorbent Assay
5.
Int J Oral Sci ; 16(1): 38, 2024 May 11.
Article in English | MEDLINE | ID: mdl-38734708

ABSTRACT

Periodontitis is a chronic inflammatory and immune reactive disease induced by the subgingival biofilm. The therapeutic effect for susceptible patients is often unsatisfactory due to excessive inflammatory response and oxidative stress. Sinensetin (Sin) is a nature polymethoxylated flavonoid with anti-inflammatory and antioxidant activities. Our study aimed to explore the beneficial effect of Sin on periodontitis and the specific molecular mechanisms. We found that Sin attenuated oxidative stress and inflammatory levels of periodontal ligament cells (PDLCs) under inflammatory conditions. Administered Sin to rats with ligation-induced periodontitis models exhibited a protective effect against periodontitis in vivo. By molecular docking, we identified Bach1 as a strong binding target of Sin, and this binding was further verified by cellular thermal displacement assay and immunofluorescence assays. Chromatin immunoprecipitation-quantitative polymerase chain reaction results also revealed that Sin obstructed the binding of Bach1 to the HMOX1 promoter, subsequently upregulating the expression of the key antioxidant factor HO-1. Further functional experiments with Bach1 knocked down and overexpressed verified Bach1 as a key target for Sin to exert its antioxidant effects. Additionally, we demonstrated that Sin prompted the reduction of Bach1 by potentiating the ubiquitination degradation of Bach1, thereby inducing HO-1 expression and inhibiting oxidative stress. Overall, Sin could be a promising drug candidate for the treatment of periodontitis by targeting binding to Bach1.


Subject(s)
Basic-Leucine Zipper Transcription Factors , Flavonoids , Oxidative Stress , Periodontitis , Ubiquitination , Animals , Humans , Male , Rats , Antioxidants/pharmacology , Basic-Leucine Zipper Transcription Factors/drug effects , Basic-Leucine Zipper Transcription Factors/metabolism , Blotting, Western , Chromatin Immunoprecipitation , Disease Models, Animal , Molecular Docking Simulation , Oxidative Stress/drug effects , Periodontal Ligament/drug effects , Periodontal Ligament/metabolism , Periodontal Ligament/cytology , Periodontitis/drug therapy , Periodontitis/prevention & control , Periodontitis/metabolism , Rats, Sprague-Dawley , Real-Time Polymerase Chain Reaction , Ubiquitination/drug effects , Flavonoids/pharmacology
6.
Methods Mol Biol ; 2807: 163-171, 2024.
Article in English | MEDLINE | ID: mdl-38743228

ABSTRACT

Mammalian cells have developed and optimized defense mechanisms to prevent or hamper viral infection. The early transcriptional silencing of incoming viral DNAs is one such antiviral strategy and seems to be of fundamental importance, since most cell types silence unintegrated retroviral DNAs. In this chapter, a method for chromatin immunoprecipitation of unintegrated DNA is described. This technique allows investigators to examine histone and co-factor interactions with unintegrated viral DNAs as well as to analyze histone modifications in general or in a kinetic fashion at various time points during viral infection.


Subject(s)
Chromatin Immunoprecipitation , Genome, Viral , Histones , Retroviridae , Histones/metabolism , Humans , Chromatin Immunoprecipitation/methods , Retroviridae/genetics , Viral Proteins/genetics , Viral Proteins/metabolism , Viral Proteins/immunology , Animals , DNA, Viral/genetics , Antibodies/immunology
7.
FEBS Lett ; 598(9): 1094-1109, 2024 May.
Article in English | MEDLINE | ID: mdl-38627195

ABSTRACT

Allele-specific epigenetic events regulate the expression of specific genes such as tumor suppressor genes. Methods to biochemically identify epigenetic regulators remain limited. Here, we used insertional chromatin immunoprecipitation (iChIP) to address this issue. iChIP combined with quantitative mass spectrometry identified DNA methyltransferase 1 (DNMT1) and epigenetic regulators as proteins that potentially interact with a region of the p16INK4A gene that is CpG-methylated in one allele in HCT116 cells. Some of the identified proteins are involved in the CpG methylation of this region, and of these, DEAD-box helicase 24 (DDX24) contributes to CpG methylation by regulating the protein levels of DNMT1. Thus, iChIP is a useful method to identify proteins which bind to a target locus of interest.


Subject(s)
CpG Islands , Cyclin-Dependent Kinase Inhibitor p16 , DNA Methylation , Epigenesis, Genetic , Humans , Chromatin Immunoprecipitation , Cyclin-Dependent Kinase Inhibitor p16/genetics , Cyclin-Dependent Kinase Inhibitor p16/metabolism , DEAD-box RNA Helicases/metabolism , DEAD-box RNA Helicases/genetics , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA (Cytosine-5-)-Methyltransferases/genetics , HCT116 Cells
8.
Nature ; 629(8010): 136-145, 2024 May.
Article in English | MEDLINE | ID: mdl-38570684

ABSTRACT

Human centromeres have been traditionally very difficult to sequence and assemble owing to their repetitive nature and large size1. As a result, patterns of human centromeric variation and models for their evolution and function remain incomplete, despite centromeres being among the most rapidly mutating regions2,3. Here, using long-read sequencing, we completely sequenced and assembled all centromeres from a second human genome and compared it to the finished reference genome4,5. We find that the two sets of centromeres show at least a 4.1-fold increase in single-nucleotide variation when compared with their unique flanks and vary up to 3-fold in size. Moreover, we find that 45.8% of centromeric sequence cannot be reliably aligned using standard methods owing to the emergence of new α-satellite higher-order repeats (HORs). DNA methylation and CENP-A chromatin immunoprecipitation experiments show that 26% of the centromeres differ in their kinetochore position by >500 kb. To understand evolutionary change, we selected six chromosomes and sequenced and assembled 31 orthologous centromeres from the common chimpanzee, orangutan and macaque genomes. Comparative analyses reveal a nearly complete turnover of α-satellite HORs, with characteristic idiosyncratic changes in α-satellite HORs for each species. Phylogenetic reconstruction of human haplotypes supports limited to no recombination between the short (p) and long (q) arms across centromeres and reveals that novel α-satellite HORs share a monophyletic origin, providing a strategy to estimate the rate of saltatory amplification and mutation of human centromeric DNA.


Subject(s)
Centromere , Evolution, Molecular , Genetic Variation , Animals , Humans , Centromere/genetics , Centromere/metabolism , Centromere Protein A/metabolism , DNA Methylation/genetics , DNA, Satellite/genetics , Kinetochores/metabolism , Macaca/genetics , Pan troglodytes/genetics , Polymorphism, Single Nucleotide/genetics , Pongo/genetics , Male , Female , Reference Standards , Chromatin Immunoprecipitation , Haplotypes , Mutation , Gene Amplification , Sequence Alignment , Chromatin/genetics , Chromatin/metabolism , Species Specificity
9.
Methods Mol Biol ; 2795: 169-182, 2024.
Article in English | MEDLINE | ID: mdl-38594538

ABSTRACT

DNA methylation and posttranslational modifications of histones instruct gene expression in eukaryotes. Besides canonical histones, histone variants also play a critical role in transcriptional regulation. One of the best studied histone variants in plants is H2A.Z whose removal from gene bodies correlates with increased transcriptional activity. The eviction of H2A.Z is regulated by environmental cues such as increased ambient temperatures, and current models suggest that H2A.Z functions as a transcriptional buffer preventing environmentally responsive genes from undesired activation. To monitor temperature-dependent H2A.Z dynamics, chromatin immunoprecipitation (ChIP) of H2A.Z-occupied DNA can be performed. The following protocol describes a quick and easy ChIP approach to study in vivo H2A.Z occupancy.


Subject(s)
Gene Expression Regulation , Histones , Histones/genetics , Histones/metabolism , Chromatin Immunoprecipitation , DNA Methylation , Temperature , Chromatin/genetics , Nucleosomes
10.
BMC Bioinformatics ; 25(1): 128, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38528492

ABSTRACT

BACKGROUND: Discovery biological motifs plays a fundamental role in understanding regulatory mechanisms. Computationally, they can be efficiently represented as kmers, making the counting of these elements a critical aspect for ensuring not only the accuracy but also the efficiency of the analytical process. This is particularly useful in scenarios involving large data volumes, such as those generated by the ChIP-seq protocol. Against this backdrop, we introduce BIOMAPP::CHIP, a tool specifically designed to optimize the discovery of biological motifs in large data volumes. RESULTS: We conducted a comprehensive set of comparative tests with state-of-the-art algorithms. Our analyses revealed that BIOMAPP::CHIP outperforms existing approaches in various metrics, excelling both in terms of performance and accuracy. The tests demonstrated a higher detection rate of significant motifs and also greater agility in the execution of the algorithm. Furthermore, the SMT component played a vital role in the system's efficiency, proving to be both agile and accurate in kmer counting, which in turn improved the overall efficacy of our tool. CONCLUSION: BIOMAPP::CHIP represent real advancements in the discovery of biological motifs, particularly in large data volume scenarios, offering a relevant alternative for the analysis of ChIP-seq data and have the potential to boost future research in the field. This software can be found at the following address: (https://github.com/jadermcg/biomapp-chip).


Subject(s)
Algorithms , Software , Sequence Analysis, DNA/methods , Chromatin Immunoprecipitation/methods , Binding Sites , Nucleotide Motifs
11.
Int Immunopharmacol ; 130: 111748, 2024 Mar 30.
Article in English | MEDLINE | ID: mdl-38432146

ABSTRACT

BACKGROUND: Increasing evidence has highlighted the significant role of histone modifications in pathogenesis of systemic lupus erythematosus (SLE). However, few studies have comprehensively analyzed trimethylation of histone H3 lysine 4 (H3K4me3) features at specific immune gene loci in SLE patients. METHODS: We conducted H3K4me3 chromatin immunoprecipitation sequencing (ChIP-seq) on CD4+ T cells from SLE patients and healthy controls (HC). Differential H3K4me3 peaks were identified, followed by enrichment analysis. We integrated online RNA-seq and DNA methylation datasets to explore the relationship between H3K4me3 modification, DNA methylation and gene expression. We validated several upregulated peak regions by ChIP-qPCR and confirmed their impact on gene expression using RT-qPCR. Finally, we investigated the impact of H3K4 methyltransferases KMT2A on the expression of immune response genes. RESULTS: we identified 147 downregulated and 2701 upregulated H3K4me3 peaks in CD4+ T cells of SLE. The upregulated peaks primarily classified as gained peaks and enriched in immune response genes such as FCGR2A, C5AR1, SERPING1 and OASL. Genes with upregulated H3K4me3 and downregulated DNA methylations in the promoter were highly expressed in SLE patients. These genes, including OAS1, IFI27 and IFI44L, were enriched in immune response pathways. The IFI44L locus also showed increased H3K27ac modification, chromatin accessibility and chromatin interactions in SLE. Moreover, knockdown of KMT2A can downregulate the expression of immune response genes in T cells. CONCLUSION: Our study uncovers dysregulated H3K4me3 modification patterns in immune response genes loci, which also exhibit downregulated DNA methylation and higher mRNA expression in CD4+ T cells of SLE patients.


Subject(s)
CD4-Positive T-Lymphocytes , Chromatin , Histones , Lupus Erythematosus, Systemic , Humans , CD4-Positive T-Lymphocytes/immunology , Chromatin/metabolism , Chromatin Immunoprecipitation , DNA Methylation , Histones/metabolism , Immunity/genetics , Lupus Erythematosus, Systemic/genetics , Lupus Erythematosus, Systemic/immunology
12.
Int J Mol Sci ; 25(6)2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38542298

ABSTRACT

Genetic variants in the protein-coding regions of APOL1 are associated with an increased risk and progression of chronic kidney disease (CKD) in African Americans. Hypoxia exacerbates CKD progression by stabilizing HIF-1α, which induces APOL1 transcription in kidney podocytes. However, the contribution of additional mediators to regulating APOL1 expression under hypoxia in podocytes is unknown. Here, we report that a transient accumulation of HIF-1α in hypoxia is sufficient to upregulate APOL1 expression in podocytes through a cGAS/STING/IRF3-independent pathway. Notably, IFI16 ablation impedes hypoxia-driven APOL1 expression despite the nuclear accumulation of HIF-1α. Co-immunoprecipitation assays indicate no direct interaction between IFI16 and HIF-1α. Our studies identify hypoxia response elements (HREs) in the APOL1 gene enhancer/promoter region, showing increased HIF-1α binding to HREs located in the APOL1 gene enhancer. Luciferase reporter assays confirm the role of these HREs in transcriptional activation. Chromatin immunoprecipitation (ChIP)-qPCR assays demonstrate that IFI16 is not recruited to HREs, and IFI16 deletion reduces HIF-1α binding to APOL1 HREs. RT-qPCR analysis indicates that IFI16 selectively affects APOL1 expression, with a negligible impact on other hypoxia-responsive genes in podocytes. These findings highlight the unique contribution of IFI16 to hypoxia-driven APOL1 gene expression and suggest alternative IFI16-dependent mechanisms regulating APOL1 gene expression under hypoxic conditions.


Subject(s)
Podocytes , Renal Insufficiency, Chronic , Humans , Apolipoprotein L1/genetics , Apolipoprotein L1/metabolism , Cell Hypoxia/genetics , Chromatin Immunoprecipitation , Hypoxia/metabolism , Hypoxia-Inducible Factor 1, alpha Subunit/genetics , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Phosphoproteins/genetics , Phosphoproteins/metabolism , Podocytes/metabolism , Renal Insufficiency, Chronic/metabolism
13.
J Vis Exp ; (205)2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38497648

ABSTRACT

This protocol paper aims to provide the new researchers with the full details of using Cleavage Under Targets and Tagmentation (CUT&Tag) to profile the genomic locations of chromatin binding factors, histone marks, and histone variants. CUT&Tag protocols function very well with mouse myoblasts and freshly isolated muscle stem cells (MuSCs). They can easily be applied to many other cell types as long as the cells can be immobilized by Concanavalin-A beads. Compared to CUT&Tag, chromatin immunoprecipitation (ChIP) assays are time-consuming experiments. ChIP assays require the pre-treatment of chromatin before the chromatic material can be used for immunoprecipitation. In cross-linking ChIP (X-ChIP), pre-treatment of chromatin involves cross-linking and sonication to fragment the chromatin. In the case of native ChIP (N-ChIP), the fragmented chromatins are normally achieved by Micrococcal nuclease (MNase) digestion. Both sonication and MNase digestion introduce some bias to the ChIP experiments. CUT&Tag assays can be finished within fewer steps and require much fewer cells compared to ChIPs but provide more unbiased information on transcription factors or histone marks at various genomic locations. CUT&Tag can function with as few as 5,000 cells. Due to its higher sensitivity and lower background signal than ChIPs, researchers can expect to obtain reliable peak data from merely several millions of reads after sequencing.


Subject(s)
Chromatin , Satellite Cells, Skeletal Muscle , Animals , Mice , Chromatin Immunoprecipitation , Biological Assay , Concanavalin A
14.
J Biol Chem ; 300(3): 105735, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38336298

ABSTRACT

One of the independent risk factors for atrial fibrillation is diabetes mellitus (DM); however, the underlying mechanisms causing atrial fibrillation in DM are unknown. The underlying mechanism of Atrogin-1-mediated SK2 degradation and associated signaling pathways are unclear. The aim of this study was to elucidate the relationship among reactive oxygen species (ROS), the NF-κB signaling pathway, and Atrogin-1 protein expression in the atrial myocardia of DM mice. We found that SK2 expression was downregulated comitant with increased ROS generation and enhanced NF-κB signaling activation in the atrial cardiomyocytes of DM mice. These observations were mimicked by exogenously applicating H2O2 and by high glucose culture conditions in HL-1 cells. Inhibition of ROS production by diphenyleneiodonium chloride or silencing of NF-κB by siRNA decreased the protein expression of NF-κB and Atrogin-1 and increased that of SK2 in HL-1 cells with high glucose culture. Moreover, chromatin immunoprecipitation assay demonstrated that NF-κB/p65 directly binds to the promoter of the FBXO32 gene (encoding Atrogin-1), regulating the FBXO32 transcription. Finally, we evaluated the therapeutic effects of curcumin, known as a NF-κB inhibitor, on Atrogin-1 and SK2 expression in DM mice and confirmed that oral administration of curcumin for 4 weeks significantly suppressed Atrogin-1 expression and protected SK2 expression against hyperglycemia. In summary, the results from this study indicated that the ROS/NF-κB signaling pathway participates in Atrogin-1-mediated SK2 regulation in the atria of streptozotocin-induced DM mice.


Subject(s)
Diabetes Mellitus, Experimental , Heart Atria , Muscle Proteins , NF-kappa B , Reactive Oxygen Species , SKP Cullin F-Box Protein Ligases , Signal Transduction , Small-Conductance Calcium-Activated Potassium Channels , Animals , Mice , Atrial Fibrillation/etiology , Atrial Fibrillation/genetics , Atrial Fibrillation/metabolism , Atrial Fibrillation/physiopathology , Cell Line , Chromatin Immunoprecipitation , Curcumin/pharmacology , Curcumin/therapeutic use , Diabetes Mellitus, Experimental/chemically induced , Diabetes Mellitus, Experimental/complications , Diabetes Mellitus, Experimental/drug therapy , Gene Expression Regulation/drug effects , Glucose/pharmacology , Heart Atria/metabolism , Heart Atria/physiopathology , Hydrogen Peroxide/pharmacology , Hyperglycemia/genetics , Hyperglycemia/metabolism , Muscle Proteins/genetics , Muscle Proteins/metabolism , Myocardium , Myocytes, Cardiac , NF-kappa B/antagonists & inhibitors , NF-kappa B/metabolism , Proteolysis , Reactive Oxygen Species/metabolism , RNA, Small Interfering , SKP Cullin F-Box Protein Ligases/genetics , SKP Cullin F-Box Protein Ligases/metabolism , Small-Conductance Calcium-Activated Potassium Channels/genetics , Small-Conductance Calcium-Activated Potassium Channels/metabolism
15.
FEBS Open Bio ; 14(4): 687-694, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38403291

ABSTRACT

FNDC3B (fibronectin type III domain containing 3B) is highly expressed in hepatocellular carcinoma (HCC) and other cancer types, and fusion genes involving FNDC3B have been identified in HCC and leukemia. Growing evidence suggests the significance of FNDC3B in tumorigenesis, particularly in cell migration and tumor metastasis. However, its regulatory mechanisms remain elusive. In this study, we employed bioinformatic, gene regulation, and protein-DNA interaction screening to investigate the transcription factors (TFs) involved in regulating FNDC3B. Initially, 338 candidate TFs were selected based on previous chromatin immunoprecipitation (ChIP)-seq experiments available in public domain databases. Through TF knockdown screening and ChIP coupled with Droplet Digital PCR assays, we identified that E2F1 (E2F transcription factor 1) is crucial for the activation of FNDC3B. Overexpression or knockdown of E2F1 significantly impacts the expression of FNDC3B. In conclusion, our study elucidated the mechanistic link between FNDC3B and E2F1. These findings contribute to a better understanding of FNDC3B in tumorigenesis and provide insights into potential therapeutic targets for cancer treatment.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/metabolism , Chromatin Immunoprecipitation , Cell Transformation, Neoplastic , Cell Movement/genetics , E2F1 Transcription Factor/genetics , E2F1 Transcription Factor/metabolism , Fibronectins/metabolism
16.
Nat Metab ; 6(2): 304-322, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38337096

ABSTRACT

Skeletal muscle is dynamically controlled by the balance of protein synthesis and degradation. Here we discover an unexpected function for the transcriptional repressor B cell lymphoma 6 (BCL6) in muscle proteostasis and strength in mice. Skeletal muscle-specific Bcl6 ablation in utero or in adult mice results in over 30% decreased muscle mass and force production due to reduced protein synthesis and increased autophagy, while it promotes a shift to a slower myosin heavy chain fibre profile. Ribosome profiling reveals reduced overall translation efficiency in Bcl6-ablated muscles. Mechanistically, tandem chromatin immunoprecipitation, transcriptomic and translational analyses identify direct BCL6 repression of eukaryotic translation initiation factor 4E-binding protein 1 (Eif4ebp1) and activation of insulin-like growth factor 1 (Igf1) and androgen receptor (Ar). Together, these results uncover a bifunctional role for BCL6 in the transcriptional and translational control of muscle proteostasis.


Subject(s)
Proteostasis , Proto-Oncogene Proteins c-bcl-6 , Transcription Factors , Animals , Mice , Chromatin Immunoprecipitation , Muscle, Skeletal/metabolism , Transcription Factors/metabolism , Proto-Oncogene Proteins c-bcl-6/genetics
17.
Brief Bioinform ; 25(2)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38314912

ABSTRACT

Increasing volumes of biomedical data are amassing in databases. Large-scale analyses of these data have wide-ranging applications in biology and medicine. Such analyses require tools to characterize and process entries at scale. However, existing tools, mainly centered on extracting predefined fields, often fail to comprehensively process database entries or correct evident errors-a task humans can easily perform. These tools also lack the ability to reason like domain experts, hindering their robustness and analytical depth. Recent advances with large language models (LLMs) provide a fundamentally new way to query databases. But while a tool such as ChatGPT is adept at answering questions about manually input records, challenges arise when scaling up this process. First, interactions with the LLM need to be automated. Second, limitations on input length may require a record pruning or summarization pre-processing step. Third, to behave reliably as desired, the LLM needs either well-designed, short, 'few-shot' examples, or fine-tuning based on a larger set of well-curated examples. Here, we report ChIP-GPT, based on fine-tuning of the generative pre-trained transformer (GPT) model Llama and on a program prompting the model iteratively and handling its generation of answer text. This model is designed to extract metadata from the Sequence Read Archive, emphasizing the identification of chromatin immunoprecipitation (ChIP) targets and cell lines. When trained with 100 examples, ChIP-GPT demonstrates 90-94% accuracy. Notably, it can seamlessly extract data from records with typos or absent field labels. Our proposed method is easily adaptable to customized questions and different databases.


Subject(s)
Medicine , Humans , Cell Line , Chromatin Immunoprecipitation , Databases, Factual , Language
18.
Gene ; 893: 147946, 2024 Jan 30.
Article in English | MEDLINE | ID: mdl-38381512

ABSTRACT

Dermal papilla cells (DPCs) are key regulators of hair follicle (HF) development and growth, which not only regulate HF growth and cycling but play a role in the pathogenesis of hair loss. The transcription factor Homeobox C13 (HOXC13) can modulate the growth and development of HFs. Nevertheless, the specific genes and pathways regulated by HOXC13 in DPCs have yet to be determined. Thus, to gain a better understanding of genomic binding sites involved in HOXC13-regulated HF development, chromatin immunoprecipitation followed by high throughput sequencing (ChIP-Seq) was performed on rabbit DPCs with pcDNA3.1-3 × Flag-HOXC13 overexpression. A complete set of 9670 enrichment peaks was acquired by applying HOXC13-Flag ChIP. Subsequently, the peak sequence was annotated to the rabbit genome, revealing that 6.1 % of the peaks were identified within in the promoter region. Thereafter, five annotated genes were verified using RT-qPCR. The peak-associated genes were mainly enriched in signaling pathways related to HF development, such as MAPK and PI3K-Akt. Furthermore, by using a dual-luciferase reporter assay, we found that HOXC13 can target the protein kinase cAMP­dependent catalytic ß (PRKACB) promoter region (-1596 âˆ¼ -1107 bp) and inhibit its transcription, which was consistent with data obtained from ChIP-seq analysis. Overexpression of PRKACB gene significantly modulated the expression of BCL2, WNT2, LEF1, and SFRP2 genes related to HF development as determined by RT-qPCR (P < 0.01, P < 0.05). The CCK-8 and flow cytometry assays showed that PRKACB significantly inhibited the proliferation of DPCs and promoted apoptosis (P < 0.01). In conclusion, our research revealed that PRKACB has the potential to serve as a novel target gene of HOXC13, contributing to the regulation of the proliferation and apoptosis of DPCs. The process of identifying global target genes can contribute to the understanding of the intricate pathways that HOXC13 regulates in the growth of HFs.


Subject(s)
Chromatin Immunoprecipitation Sequencing , Genes, Homeobox , Animals , Rabbits , Hair Follicle , Phosphatidylinositol 3-Kinases , Chromatin Immunoprecipitation
19.
Bioinformatics ; 40(2)2024 02 01.
Article in English | MEDLINE | ID: mdl-38323623

ABSTRACT

MOTIVATION: Unraveling the transcriptional programs that control how cells divide, differentiate, and respond to their environments requires a precise understanding of transcription factors' (TFs) DNA-binding activities. Calling cards (CC) technology uses transposons to capture transient TF binding events at one instant in time and then read them out at a later time. This methodology can also be used to simultaneously measure TF binding and mRNA expression from single-cell CC and to record and integrate TF binding events across time in any cell type of interest without the need for purification. Despite these advantages, there has been a lack of dedicated bioinformatics tools for the detailed analysis of CC data. RESULTS: We introduce Pycallingcards, a comprehensive Python module specifically designed for the analysis of single-cell and bulk CC data across multiple species. Pycallingcards introduces two innovative peak callers, CCcaller and MACCs, enhancing the accuracy and speed of pinpointing TF binding sites from CC data. Pycallingcards offers a fully integrated environment for data visualization, motif finding, and comparative analysis with RNA-seq and ChIP-seq datasets. To illustrate its practical application, we have reanalyzed previously published mouse cortex and glioblastoma datasets. This analysis revealed novel cell-type-specific binding sites and potential sex-linked TF regulators, furthering our understanding of TF binding and gene expression relationships. Thus, Pycallingcards, with its user-friendly design and seamless interface with the Python data science ecosystem, stands as a critical tool for advancing the analysis of TF functions via CC data. AVAILABILITY AND IMPLEMENTATION: Pycallingcards can be accessed on the GitHub repository: https://github.com/The-Mitra-Lab/pycallingcards.


Subject(s)
Ecosystem , Transcription Factors , Animals , Mice , Chromatin Immunoprecipitation , Transcription Factors/metabolism , Binding Sites , Protein Binding , Sequence Analysis, DNA
20.
Epigenetics Chromatin ; 17(1): 3, 2024 Feb 10.
Article in English | MEDLINE | ID: mdl-38336688

ABSTRACT

BACKGROUND: Bivalent chromatin is an exemplar of epigenetic plasticity. This co-occurrence of active-associated H3K4me3 and inactive-associated H3K27me3 histone modifications on opposite tails of the same nucleosome occurs predominantly at promoters that are poised for future transcriptional upregulation or terminal silencing. We know little of the dynamics, resolution, and regulation of this chromatin state outside of embryonic stem cells where it was first described. This is partly due to the technical challenges distinguishing bone-fide bivalent chromatin, where both marks are on the same nucleosome, from allelic or sample heterogeneity where there is a mix of H3K4me3-only and H3K27me3-only mononucleosomes. RESULTS: Here, we present a robust and sensitive method to accurately map bivalent chromatin genome-wide, along with controls, from as little as 2 million cells. We optimized and refined the sequential ChIP protocol which uses two sequential overnight immunoprecipitation reactions to robustly purify nucleosomes that are truly bivalent and contain both H3K4me3 and H3K27me3 modifications. Our method generates high quality genome-wide maps with strong peak enrichment and low background, which can be analyzed using standard bioinformatic packages. Using this method, we detect 8,789 bivalent regions in mouse embryonic stem cells corresponding to 3,918 predominantly CpG rich and developmentally regulated gene promoters. Furthermore, profiling Dppa2/4 knockout mouse embryonic stem cells, which lose both H3K4me3 and H3K27me3 at approximately 10% of bivalent promoters, demonstrated the ability of our method to capture bivalent chromatin dynamics. CONCLUSIONS: Our optimized sequential reChIP method enables high-resolution genome-wide assessment of bivalent chromatin together with all required controls in as little as 2 million cells. We share a detailed protocol and guidelines that will enable bivalent chromatin landscapes to be generated in a range of cellular contexts, greatly enhancing our understanding of bivalent chromatin and epigenetic plasticity beyond embryonic stem cells.


Subject(s)
Chromatin , Histones , Animals , Mice , Chromatin/genetics , Histones/genetics , Nucleosomes , Genome , Chromatin Immunoprecipitation , Transcription Factors/genetics
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