LYS12 Antibody

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Description

Molecular Targets and Biological Roles

  • HMGB1 (Acetyl-Lys12)
    HMGB1 is a non-histone DNA-binding protein involved in transcriptional regulation, chromatin organization, and immune responses. Acetylation at K12 modulates its nuclear-cytoplasmic shuttling and release during inflammation or cell death .

    • Source: Human platelets, macrophages, and immune cells.

    • Function: Facilitates chromatin remodeling and acts as a damage-associated molecular pattern (DAMP) molecule .

  • Histone H4 (Acetyl-Lys12)
    Histone H4 acetylation at K12 is a key epigenetic marker linked to gene activation. It promotes chromatin relaxation, enhancing transcriptional accessibility .

    • Source: Ubiquitous in nucleosomes.

    • Function: Regulates DNA repair, replication, and inducible gene expression .

Experimental Applications

  • Western Blotting (WB): Detects acetylated proteins in lysates (dilution 1:1000–1:4000) .

  • Immunofluorescence (IF): Visualizes subcellular localization (e.g., nuclear vs. cytoplasmic HMGB1) .

  • Chromatin Immunoprecipitation (ChIP): Maps histone acetylation sites genome-wide .

  • ELISA: Quantitative analysis of acetylation levels .

Challenges in Antibody Validation

Recent studies highlight the need for rigorous antibody characterization due to variability in specificity and performance :

  • Polyclonal vs. Monoclonal: Polyclonal antibodies (e.g., HMGB1 OASG03545) may cross-react with non-target proteins .

  • KO Cell Lines: Using knockout models improves validation (e.g., histone H4 K12ac antibodies tested in H4K12R mutant cells) .

  • Context Dependency: Acetylation epitopes may be masked in certain cellular contexts .

Research Highlights

  • HMGB1 Acetyl-K12: Linked to inflammasome activation and oxidative stress pathways .

  • Histone H4 Acetyl-K12: Associates with BRD4-mediated transcriptional elongation and estrogen receptor signaling .

Product Specs

Buffer
Preservative: 0.03% Proclin 300
Constituents: 50% Glycerol, 0.01M PBS, pH 7.4
Form
Liquid
Lead Time
Made-to-order (14-16 weeks)
Synonyms
LYS12 antibody; LYS10 antibody; LYS11 antibody; YIL094C antibody; YI9910.02CHomoisocitrate dehydrogenase antibody; mitochondrial antibody; HIcDH antibody; EC 1.1.1.87 antibody
Target Names
LYS12
Uniprot No.

Target Background

Function
This enzyme catalyzes the NAD(+)-dependent conversion of homoisocitrate to alpha-ketoadipate.
Gene References Into Functions
  1. The pH independence of the chemical reaction over the range 5.5-9.5 is consistent with the much slower conformational change that would effectively perturb the observed pK values for catalytic groups to lower and higher pH. PMID: 26325079
  2. Kinetic studies in the absence and presence of dead-end inhibitors indicate that the enzyme follows a random addition mechanism for oxidative decarboxylation of isocitrate. This suggests that NAD and isocitrate bind independently, with Mg2+ binding before isocitrate in rapid equilibrium. PMID: 17223711
  3. Research indicates that K206 of homoisocitrate dehydrogenase acts as a general base in the hydride transfer step of the wild-type enzyme. In the Y150F mutant enzyme, K206 replaces Y150 in the tautomerization reaction, acting as a general acid. PMID: 19530703
Database Links

KEGG: sce:YIL094C

STRING: 4932.YIL094C

Protein Families
Isocitrate and isopropylmalate dehydrogenases family
Subcellular Location
Mitochondrion.

Q&A

What are the common applications for Histone H4K12ac and H2BK12ac antibodies?

Histone acetylation at lysine residues is a key epigenetic modification associated with transcriptionally active chromatin. Both H4K12ac and H2BK12ac antibodies are versatile research tools with multiple validated applications:

For H4K12ac antibodies:

  • Western Blotting (WB): Typically used at 0.5-2 μg/mL dilution

  • Immunoprecipitation (IP): Effective at 1:50 dilution

  • Immunofluorescence (IF/ICC): Can be used at 1:100-1:1600 dilution depending on the antibody

  • Flow Cytometry: Validated for fixed/permeabilized samples at 1:1600 dilution

  • Chromatin Immunoprecipitation (ChIP): A primary application, typically using 1-5 μg of antibody per experiment

  • ChIP-Seq: Validated for genome-wide mapping of H4K12ac marks

For H2BK12ac antibodies:

  • Western Blotting: Typically used at 1:1000 dilution

  • Immunoprecipitation: Used at 1:100 dilution

  • Immunofluorescence: Applied at 1:100 dilution

Most researchers begin with validating antibodies via Western blotting before proceeding to more complex applications like ChIP or ChIP-Seq.

How do I select between polyclonal and monoclonal LYS12 antibodies for my research?

The selection between polyclonal and monoclonal antibodies depends on your specific experimental needs:

Antibody TypeAdvantagesBest ApplicationsExamples
Polyclonal (pAb)- Recognizes multiple epitopes
- Often higher sensitivity
- More tolerant to minor protein changes
- Initial detection studies
- Applications requiring high sensitivity
- Acetyl-Histone H2B (Lys12) Antibody
- Histone H4K12ac antibody (pAb)
Monoclonal (mAb)- Highly specific to a single epitope
- Greater lot-to-lot consistency
- Lower background
- ChIP-seq
- Quantitative applications
- Reproducible experiments over time
- Acetyl-Histone H4 (Lys12) (D2W6O) Rabbit mAb
- Anti-Acetyl-Histone H4 (Lys12) Rabbit Monoclonal Antibody (RM202)

For ChIP-seq experiments, monoclonal antibodies are often preferred due to their higher specificity and consistency, which is critical for genome-wide mapping studies. For exploratory work where sensitivity is paramount, polyclonal antibodies might offer advantages. Many labs validate their findings using both types for comprehensive results .

What are the appropriate positive controls for LYS12 antibody experiments?

Proper controls are essential for validating antibody specificity and experimental results:

For H4K12ac antibodies:

  • HeLa acid extracts from cells treated with sodium butyrate (HDAC inhibitor) serve as excellent positive controls

  • For ChIP experiments, primers targeting actively transcribed regions like ACTB (β-actin) can serve as positive controls

For H2BK12ac antibodies:

  • Similar positive controls apply, with HeLa cells treated with HDAC inhibitors showing increased acetylation levels

For both antibodies, including the following controls is recommended:

  • Technical control: Unmodified histone peptides to confirm specificity

  • Biological control: Samples treated with HDAC inhibitors versus untreated samples

  • Negative control: IgG from the same species as the antibody being used

When performing ChIP experiments, include both positive control primer sets targeting active genes and negative control primer sets targeting silent chromatin regions to demonstrate specificity .

How can I optimize ChIP protocols specifically for LYS12 acetylation marks?

Chromatin immunoprecipitation for histone acetylation marks requires specific optimization:

Critical Parameters for H4K12ac ChIP:

  • Crosslinking conditions: For acetylation marks, shorter crosslinking times (8-10 minutes with 1% formaldehyde) often yield better results than the standard 15-20 minutes

  • Chromatin fragmentation: Aim for fragments of 200-500 bp for optimal resolution

  • Antibody amount: For H4K12ac ChIP, 1-5 μg of antibody per reaction is typically effective

  • Antibody incubation: Overnight incubation at 4°C with gentle rotation

  • Washing stringency: Balance between removing non-specific binding while preserving specific interactions

Advanced ChIP-Seq Considerations:

  • For the Acetyl-Histone H4 (Lys12) mAb, use 10 μl of antibody and approximately 10 μg of chromatin (4 × 10^6 cells) per IP for optimal results

  • Include spike-in controls (exogenous chromatin) to allow for quantitative comparisons between samples

  • For sequential ChIP (re-ChIP) experiments to study co-occurrence with other marks, elute the first IP under non-denaturing conditions

Optimization can be performed by testing:

  • Different antibody concentrations

  • Various chromatin amounts

  • Modified washing conditions

  • Different cell/tissue fixation methods

These parameters should be systematically tested and validated by qPCR before proceeding to genome-wide analyses .

How do I troubleshoot cross-reactivity issues with LYS12 antibodies?

Cross-reactivity is a significant concern with histone modification antibodies due to the high sequence similarity between different histones and similar modifications.

Common Cross-reactivity Issues:

  • H4K12ac vs. other H4 acetylation sites: The RM202 monoclonal antibody shows high specificity for H4K12ac with no cross-reactivity to other acetylated lysines in Histone H4 including K5ac, K8ac, K16ac, K20ac, K31ac, or K91

  • H2BK12ac vs. other H2B modifications: Cross-reactivity should be tested against similar modifications on H2B

Troubleshooting Approaches:

  • Peptide competition assays: Pre-incubate the antibody with acetylated and unacetylated peptides to determine specificity

  • Test against multiple histone modifications: Use Western blots with recombinant modified histones

  • Dot blot analysis: Test reactivity against a panel of modified peptides

  • Genetic validation: Use cells with mutations at specific lysine residues (K12R) or with HDAC/HAT knockouts

Western Blot Assessment:

  • Prepare acid extracts from cells treated with and without HDAC inhibitors

  • Compare antibody detection patterns

  • Look for a single band at the expected molecular weight (14 kDa for H2B, 11 kDa for H4)

  • Test specificity by detecting enhanced signal in samples treated with HDAC inhibitors

If cross-reactivity is detected, consider using more specific monoclonal antibodies or validating your findings with orthogonal approaches .

What are the critical differences in detecting H4K12ac versus H2BK12ac in chromatin studies?

Despite targeting similar modifications (acetylation at lysine 12), there are important distinctions between H4K12ac and H2BK12ac in chromatin studies:

ParameterH4K12acH2BK12ac
Genomic DistributionBroadly distributed at active promoters and enhancersMore restricted pattern, often marking specific subsets of regulatory elements
Molecular Weight11 kDa14 kDa
Response to HDAC InhibitorsRapidly increases with HDAC inhibitionModerate increase with HDAC inhibition
ChIP EfficiencyGenerally higher immunoprecipitation efficiencyCan require additional optimization
Biological FunctionAssociated with transcriptional activation, memory formationLess characterized, associated with specific transcriptional programs

Methodological Considerations:

  • Antibody selection: For H4K12ac, both rabbit polyclonal and monoclonal options are available with validated ChIP performance

  • Epitope accessibility: H4K12ac may be more accessible in certain chromatin contexts compared to H2BK12ac

  • Washout experiments: Different dynamics of deacetylation following HDAC inhibitor removal

  • Sequential ChIP: When performing sequential ChIP to study co-occurrence, order of antibodies can affect results

Research suggests that H4K12ac has been more extensively characterized in genomic studies, while H2BK12ac research is still developing. This should be considered when designing experimental controls and interpreting results .

How should I design experiments to study the dynamics of LYS12 acetylation in response to cellular stimuli?

Studying dynamic changes in histone acetylation requires careful experimental design:

Temporal Analysis Framework:

  • Time course design: Collect samples at multiple timepoints (e.g., 0, 15, 30, 60, 120, 240 minutes) after stimulus

  • Cell synchronization: For cell-cycle studies, synchronize cells before stimulus

  • Fixation method: Use rapid fixation to capture transient acetylation states

  • Quantification approach: Use quantitative Western blotting or ChIP-qPCR for site-specific measurements

Stimulus-Specific Considerations:

  • For transcription activation studies, use serum stimulation after starvation

  • For stress responses, apply heat shock, oxidative stress, or DNA damage agents

  • For metabolic regulation, manipulate nutrient availability or energy status

  • For pharmacological studies, titrate HDAC inhibitors at different concentrations

Advanced Approaches:

  • ChIP-seq with spike-in normalization: For genome-wide quantitative comparisons between conditions

  • CUT&RUN or CUT&Tag assays: For higher resolution and lower background in mapping acetylation sites

  • Live-cell imaging: Using acetylation-specific intrabodies for real-time monitoring

  • Mass spectrometry: For unbiased quantification of multiple histone modifications simultaneously

For optimal results, combine multiple technical approaches (e.g., Western blot, ChIP-qPCR, and ChIP-seq) to validate findings across methodologies .

What are the technical considerations for multiplexing LYS12 antibodies with other histone modification antibodies?

Multiplexing histone modification antibodies can provide valuable insights into the co-occurrence and relationships between different epigenetic marks:

Multiplexing Methods:

  • Sequential ChIP (Re-ChIP): Perform ChIP with the first antibody, then re-immunoprecipitate with the second antibody

  • Parallel ChIP: Perform separate ChIPs with different antibodies on aliquots of the same chromatin preparation

  • ChIP-western: Perform ChIP with one antibody, then Western blot with another

  • Flow cytometry: Use fluorophore-conjugated antibodies for multi-parameter analysis of fixed cells

Antibody Compatibility Factors:

  • Species considerations: Choose antibodies raised in different species to avoid cross-reactivity in sequential approaches

  • Buffer compatibility: Ensure elution conditions from first IP are compatible with second IP

  • Epitope masking: Consider whether binding of one antibody might interfere with another's epitope

  • Signal strength balance: Match antibodies with similar efficiency for accurate co-localization assessment

Practical Implementation:

  • For multiplexing H4K12ac with other marks, ensure the antibody shows minimal cross-reactivity

  • For flow cytometry applications, H4K12ac antibodies can be used at 1:1600 dilution

  • When using rabbit monoclonal antibodies, secondary antibody selection becomes critical to avoid cross-reactivity

  • For ChIP-seq multiplexing, consider using antibody barcoding techniques or sequential ChIP-seq

The RM202 antibody has been specifically validated for multiplex applications at 0.5-2 μg/mL concentration, making it suitable for complex experimental designs requiring multiple antibodies .

How can I validate LYS12 antibody specificity in the context of different experimental systems?

Rigorous antibody validation across different experimental systems is essential for reliable research results:

Multi-level Validation Framework:

  • Biochemical validation:

    • Peptide competition assays with modified vs. unmodified peptides

    • Dot blot analysis against a panel of modified peptides

    • Western blot against acid-extracted histones from cells with altered acetylation (HDAC inhibitor treatment)

  • Genetic validation:

    • Use of K12R mutant histones (cannot be acetylated)

    • CRISPR-engineered cells lacking specific HATs or HDACs

    • Knockout/knockdown of writers or erasers of the modification

  • Cross-platform validation:

    • Compare ChIP-seq and CUT&RUN profiles

    • Correlate immunofluorescence patterns with ChIP-seq enrichment

    • Validate ChIP-qPCR findings with mass spectrometry quantification

  • Cell/tissue-specific validation:

    • Test antibody performance across different cell types

    • Compare embryonic vs. differentiated cells

    • Examine different tissues for consistent detection

Specificities to Test for LYS12 Antibodies:

  • Test for cross-reactivity with H4K12ac vs. H2BK12ac (despite targeting different histones)

  • Evaluate specificity against other acetylation sites on the same histone (K5, K8, K16)

  • Assess potential cross-reactivity with other PTMs that may occur at or near K12

The RM202 antibody has been rigorously validated to show no cross-reactivity with unmodified K16 or other acetylated lysines in Histone H4, making it highly specific for H4K12ac detection across multiple applications .

How does H4K12ac distribution compare with other histone acetylation marks in genome-wide studies?

Understanding the relationship between H4K12ac and other histone acetylation marks provides important context for functional interpretation:

Genomic Distribution Patterns:

  • H4K12ac is frequently found at promoters and enhancers of actively transcribed genes

  • Compared to H3K27ac (enhancer mark), H4K12ac shows broader distribution

  • Unlike H3K9ac (concentrated at promoters), H4K12ac is found at both promoters and gene bodies

  • H4K12ac often co-occurs with H4K5ac and H4K8ac, but can show distinct patterns from H4K16ac

Functional Correlations:

  • H4K12ac is strongly associated with transcriptional activation

  • At promoters, H4K12ac correlates with RNA Polymerase II occupancy

  • In memory-related studies, H4K12ac has been specifically linked to learning and memory processes

  • Changes in H4K12ac levels often precede changes in gene expression

ChIP-seq Profile Analysis:

  • H4K12ac typically shows broad peaks rather than sharp, localized enrichment

  • Active enhancers often display both H3K27ac and H4K12ac marks

  • Super-enhancers may show particularly high levels of H4K12ac

  • Cell-type specific regulatory elements can be identified by differential H4K12ac patterns

Researchers should use ChIP-validated antibodies for genome-wide studies, with the data showing that Acetyl-Histone H4 (Lys12) antibodies like RM202 and D2W6O are specifically validated for ChIP applications .

What are the best bioinformatic approaches for analyzing ChIP-seq data generated with LYS12 antibodies?

Analyzing ChIP-seq data for histone acetylation marks requires specialized bioinformatic approaches:

Preprocessing and Quality Control:

  • Read quality assessment: Use FastQC to evaluate sequencing quality

  • Alignment considerations: Map to reference genome using Bowtie2 or BWA

  • Duplicate handling: For histone marks like H4K12ac, duplicates often represent biological signal rather than PCR artifacts

  • Fragment size estimation: Calculate from cross-correlation profile for optimal peak calling

Peak Calling Optimization:

  • Algorithm selection: For broad marks like H4K12ac, use MACS2 with --broad flag or SICER

  • Control selection: Input chromatin or IgG controls should match experimental conditions

  • FDR thresholds: Use stricter thresholds (0.01 or 0.001) for higher confidence

  • Biological replicates: Implement IDR (Irreproducible Discovery Rate) analysis between replicates

Downstream Analysis Approaches:

  • Differential binding analysis: DiffBind or MAnorm for comparing conditions

  • Integration with gene expression: Correlate with RNA-seq using tools like BETA

  • Motif analysis: Identify enriched transcription factor motifs with MEME suite

  • Chromatin state analysis: Integrate with other histone marks using ChromHMM or EpiCSeg

  • Pathway analysis: Connect H4K12ac changes to biological processes using GREAT or gene ontology

Visualization Strategies:

  • Genome browsers: IGV or UCSC for individual loci examination

  • Heatmaps and metaplots: deepTools for aggregate analyses around features

  • Circular plots: Circos for genome-wide integration with other datasets

When using the RM202 or D2W6O antibodies for ChIP-seq, researchers should take advantage of the high specificity of these antibodies by implementing stringent analysis parameters to identify true H4K12ac sites .

How should I interpret contradictory results between different LYS12 antibodies in my research?

Contradictory results between different antibodies targeting the same modification are not uncommon and require systematic investigation:

Common Sources of Discrepancy:

  • Epitope differences: Different antibodies may recognize distinct epitopes surrounding K12

  • Cross-reactivity profiles: Varying degrees of cross-reactivity with other acetylation sites

  • Antibody class differences: Polyclonal vs. monoclonal antibodies may give different results

  • Lot-to-lot variation: Particularly relevant for polyclonal antibodies

  • Application-specific performance: An antibody may work well for Western blot but poorly for ChIP

Systematic Resolution Approach:

StepMethodImplementation
1. Antibody validationSide-by-side testingCompare antibodies using the same samples and protocols
2. Epitope mappingPeptide competitionTest specificity with modified peptide arrays
3. Technical validationMethod optimizationOptimize conditions separately for each antibody
4. Orthogonal confirmationAlternative methodsValidate with mass spectrometry or genetic approaches
5. Literature reconciliationPublished comparisonsReview literature for similar comparative analyses

Case Study Example:
When comparing results between RM202 (monoclonal) and a polyclonal H4K12ac antibody , differences may arise due to:

  • The monoclonal recognizing a single epitope with high specificity

  • The polyclonal recognizing multiple epitopes with potential cross-reactivity

  • Different optimal dilutions and conditions for each antibody

Practical Recommendations:

  • Always validate key findings with at least two independent antibodies

  • For genome-wide studies, confirm selected loci with ChIP-qPCR using multiple antibodies

  • Consider generating a consensus map from multiple antibodies for higher confidence

  • Clearly report which antibody was used for each experiment in publications

How can LYS12 antibodies be adapted for single-cell epigenomic studies?

Single-cell epigenomics represents a frontier in epigenetic research, and adapting H4K12ac antibodies for these applications requires specialized approaches:

Current Single-Cell Methodologies:

  • scChIP-seq: Requires significant optimization for histone marks

  • scCUT&Tag: More sensitive than scChIP-seq for histone modifications

  • scACT-seq: Combines accessibility and histone modification profiling

  • Single-cell protein analysis: Flow cytometry or mass cytometry (CyTOF) for protein-level detection

Antibody Considerations for Single-Cell Applications:

  • Sensitivity requirements: Much higher sensitivity needed compared to bulk assays

  • Background reduction: Critical to minimize non-specific binding

  • Concentration optimization: Typically requires higher antibody concentrations

  • Validation approach: Test dilution series specifically in single-cell protocols

Implementation Strategies:

  • For flow cytometry applications, H4K12ac antibodies have been validated at 1:1600 dilution for fixed/permeabilized cells

  • For scCUT&Tag, monoclonal antibodies like RM202 may provide more consistent results across cells

  • For mass cytometry, metal-conjugated antibodies require additional validation

  • For microfluidic approaches, minimize antibody amounts while maintaining specificity

Emerging Applications:

  • Spatial epigenomics: Combining H4K12ac detection with spatial transcriptomics

  • Multi-omic single-cell profiling: Integrating H4K12ac with other epigenetic marks and transcriptomics

  • Developmental trajectories: Tracking H4K12ac changes during differentiation

  • Heterogeneity analysis: Identifying cell subpopulations based on H4K12ac profiles

As single-cell technologies continue to evolve, validating H4K12ac antibodies specifically for these applications will be crucial for reliable results .

What are the newest applications of fusion protein technologies with LYS12 antibodies?

Recent advances in fusion protein technologies are expanding the capabilities of histone modification antibodies, including those targeting H4K12ac:

Novel Fusion Protein Approaches:

  • Antibody-enzyme fusions: Coupling H4K12ac antibodies with enzymes for proximity labeling

  • Nanobody development: Smaller antibody fragments for improved tissue penetration

  • Intrabody applications: Modified antibodies for tracking H4K12ac in living cells

  • Bi-specific antibodies: Recognizing H4K12ac along with another epitope

Recent Technological Developments:
The recent study by Sanford Burnham Prebys and Eli Lilly demonstrates how fusion protein technology can stabilize protein complexes during immunization, enabling the generation of antibodies against configurations that would otherwise be unstable . This approach could be adapted for generating antibodies against histone complexes containing H4K12ac, potentially revealing context-specific epitopes.

Practical Applications:

  • Enhanced ChIP methodologies: Fusion proteins improving pulldown efficiency

  • Targeted epigenome editing: Coupling with CRISPR systems for locus-specific modification

  • In vivo imaging: Using antibody fragments for real-time visualization

  • Therapeutic targeting: Developing compounds that specifically recognize acetylated contexts

Technical Considerations:

  • Protein fusion may affect antibody binding kinetics and specificity

  • Validation of fusion constructs requires comparison with conventional antibodies

  • Expression systems must be optimized for proper folding and function

  • Buffer conditions may need adjustment to maintain fusion protein stability

As fusion protein technologies continue to advance, their application to H4K12ac research promises to provide new insights into the dynamic regulation and functional significance of this histone modification .

How do I integrate LYS12 antibody data with other multi-omic datasets for comprehensive epigenetic analysis?

Integrating H4K12ac ChIP-seq data with other multi-omic datasets provides a comprehensive view of epigenetic regulation:

Multi-omic Integration Strategies:

  • Correlation Analysis Framework:

    • Calculate correlation between H4K12ac and other epigenetic marks genome-wide

    • Identify co-occurring and mutually exclusive patterns

    • Cluster genomic regions based on multiple epigenetic features

  • Functional Genomics Integration:

    • Overlay H4K12ac with transcription factor binding sites

    • Integrate with chromatin accessibility (ATAC-seq, DNase-seq)

    • Correlate with gene expression (RNA-seq) data

    • Incorporate 3D chromatin structure (Hi-C, ChIA-PET)

  • Advanced Computational Methods:

    • Machine learning approaches for pattern recognition

    • Network analysis for regulatory circuit identification

    • Bayesian methods for inferring causal relationships

    • Trajectory analysis for temporal dynamics

Practical Implementation Steps:

Integration StepToolsConsiderations
Data preprocessingdeepTools, ENCODE pipelinesEnsure comparable normalization across datasets
Feature alignmentBEDTools, UCSC toolsAccount for peak width differences between mark types
VisualizationComplexHeatmap, EnrichedHeatmapOrganize by functional genomic categories
Statistical modelingChromHMM, EpiSigIdentify combinatorial chromatin states
Regulatory analysisHOMER, GREATConnect epigenetic patterns to biological functions

Biological Insights from Integration:

  • Identify H4K12ac-specific regulatory elements distinct from other acetylation marks

  • Discover sequential epigenetic events during cellular responses

  • Define chromatin state transitions associated with H4K12ac changes

  • Map tissue-specific regulatory networks dependent on H4K12ac

When using antibodies like RM202 or D2W6O for ChIP-seq, the high specificity of these antibodies enables confident integration with other datasets, particularly when analyzing regions where multiple acetylation marks may co-occur .

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