Differential expression of histone post-translational modifications in acute myeloid and chronic lymphocytic leukemia determined by high-pressure liquid chromatography and mass spectrometry

Identification of Key Histone Modifications and Their Regulatory Regions on Gene Expression Level Changes in Chronic Myelogenous Leukemia

Chronic myelogenous leukemia (CML) is a type of cancer with a series of characteristics that make it particularly suitable for observations on leukemogenesis. Research have exhibited that the occurrence and progression of CML are associated with the dynamic alterations of histone modification (HM) patterns. In this study, we analyze the distribution patterns of 11 HM signals and calculate the signal changes of these HMs in CML cell lines as compared with that in normal cell lines. Meanwhile, the impacts of HM signal changes on expression level changes of CML-related genes are investigated. Based on the alterations of HM signals between CML and normal cell lines, the up- and down-regulated genes are predicted by the random forest algorithm to identify the key HMs and their regulatory regions. Research show that H3K79me2, H3K36me3, and H3K27ac are key HMs to expression level changes of CML-related genes in leukemogenesis. Especially H3K79me2 and H3K36me3 perform their important functions in all 100 bins studied. Our research reveals that H3K79me2 and H3K36me3 may be the core HMs for the clinical treatment of CML.

Identification of histone acetylation markers in human fetal brains and increased H4K5ac expression in neural tube defects

BACKGROUND

Neural tube defects (NTDs) are severe common birth defects that result from a failure in neural tube closure (NTC). Our previous study has shown that decreased histone methylation altered the regulation of genes linked to NTC. However, the effect of alterations in histone acetylation in human fetuses with NTDs, which are another functional posttranslation modification, remains elusive. Thus, we aimed to identify acetylation sites and changes in histone in patients with NTDs.

METHODS

First, we identified histone acetylation sites between control human embryonic brain tissue and NTDs using Nano-HPLC-MS/MS. Next, we evaluated the level of histone acetylation both groups via western blotting (WB). Finally, we used LC-ESI-MS and WB to compare whether histone H4 acetylation was different in NTDs.

RESULTS

A total of 43 histone acetylation sites were identified in human embryonic brain tissue, which included 16 novel sites. Furthermore, we found an increased histone acetylation and H4K5ac in tissue with NTDs.

CONCLUSION

Our result present a comprehensive map of histone H4 modifications in the human fetal brain. Furthermore, we provide experimental evidence supporting a relationship between histone H4K5ac and NTDs. This offers a new insight into the pathological role of histone modifications in human NTDs.

The management of haemoglobin interference for the MALDI-MSI proteomics analysis of thyroid fine needle aspiration biopsies

MALDI-MSI represents an ideal tool to explore the spatial distribution of proteins directly in situ, integrating molecular and cytomorphological information, enabling the discovery of potential diagnostic markers in thyroid cytopathology. However, red cells present in the fine needle aspiration biopsy (FNAB) specimens caused ion suppression of other proteins during the MALDI-MSI analysis due to large amount of haemoglobin. Aim of this study was to set up a sample preparation workflow able to manage this haemoglobin interference. Three protocols were compared using ex vivo cytological samples collected from fresh thyroid nodules of 9 patients who underwent thyroidectomy: (A) conventional air-dried smears, (B) cytological smears immediately fixed in ethanol, and (C) ThinPrep liquid-based preparation. Protocols C and A were also evaluated using real FNABs. Results show that protocol C markedly decreased the amount of haemoglobin, with respect to protocols A and B. Protein profiles obtained with protocols A and B were characterised by high inter-patient variability, probably related to the abundance of the haemoglobin, whereas similar spectra were observed for protocol C, where haemoglobin contents were lower. Our findings suggest protocol C as the sample preparation method for MALDI-MSI analysis. Graphical abstract.

From genome to proteome: Looking beyond DNA and RNA in chronic lymphocytic leukemia

Chronic lymphocytic leukemia (CLL) remains the most common leukemia in the Western world. Whilst its disease course is extremely heterogeneous (ranging from indolent to aggressive), current methods are unable to accurately predict the clinical journey of each patient. There is clearly a pressing need for both improved prognostication and treatment options for patients with this disease. Whilst molecular studies have analyzed both genetic mutations and gene expression profiles of these malignant B-cells, and as a result have shed light on the pathogenesis of CLL, proteomic studies have been largely overlooked to date. This review summarizes our current knowledge of the proteomics of CLL, and discusses some of the issues in CLL proteomic research, such as reproducibility and data interpretation. In addition, we look ahead to how proteomics may significantly help in the development of a successful treatment for this currently incurable disease.

FASIL-MS: An Integrated Proteomic and Bioinformatic Workflow To Universally Quantitate In Vivo-Acetylated Positional Isomers

Dynamic changes in histone post-translational modifications (PTMs) regulate gene transcription leading to fine-tuning of biological processes such as DNA replication and cell cycle progression. Moreover, specific histone modifications constitute docking sites for recruitment of DNA damage repair proteins and mediation of subsequent cell survival. Therefore, understanding and monitoring changes in histone PTMs that can alter cell proliferation and thus lead to disease progression are of considerable medical interest. In this study, stable isotope labeling with N-acetoxy-D3-succinimide (D3-NAS) was utilized to efficiently derivatize unmodified lysine residues at the protein level. The sample preparation method was streamlined to facilitate buffer exchange between the multiple steps of the protocol by coupling chemical derivatization to filter-aided sample preparation (FASP). Additionally, the mass spectrometry method was adapted to simultaneously coisolate and subsequently cofragment all differentially H3/D3-acetylated histone peptide clusters. Combination of these multiplexed MS(2) spectra with the implementation of a data analysis algorithm enabled the quantitation of each and every in vivo-acetylated DMSO- and SAHA-treated H4(4-17) and H3(18-26) peptide. We have termed our new approach FASIL-MS for filter-aided stable isotopic labeling coupled to mass spectrometry. FASIL-MS enables the universal and site-specific quantitation of peptides with multiple in vivo-acetylated lysine residues. Data are available via ProteomeXchange (PXD003611).

Mutations that prevent or mimic persistent post-translational modifications of the histone H3 globular domain cause lethality and growth defects in Drosophila

Background

Understanding the function of histone post-translational modifications is the key to deciphering how genomic activities are regulated. Among the least well-understood histone modifications in vivo are those that occur on the surface of the globular domain of histones, despite their causing the most profound structural alterations of the nucleosome in vitro. We utilized a Drosophila system to replace the canonical histone genes with mutated histone transgenes.

Results

Mutations predicted to mimic or prevent acetylation on histone H3 lysine (K) 56, K115, K122, and both K115/K122, or to prevent or mimic phosphorylation on H3 threonine (T) 118 and T80, all caused lethality, with the exception of K122R mutants. T118 mutations caused profound growth defects within wing discs, while K115R, K115Q, K56Q, and the K115/K122 mutations caused more subtle growth defects. The H3 K56R and H3 K122R mutations caused no defects in growth, differentiation, or transcription within imaginal discs, indicating that H3 K56 acetylation and K122 acetylation are dispensable for these functions. In agreement, we found the antibody to H3 K122Ac, which was previously used to imply a role for H3 K122Ac in transcription in metazoans, to be non-specific in vivo.

Conclusions

Our data suggest that chromatin structural perturbations caused by acetylation of K56, K115, or K122 and phosphorylation of T80 or T118 are important for key developmental processes.

Electronic supplementary material

The online version of this article (doi:10.1186/s13072-016-0059-3) contains supplementary material, which is available to authorized users.

Spinal Muscular Atrophy Biomarker Measurements from Blood Samples in a Clinical Trial of Valproic Acid in Ambulatory Adults

Background: Clinical trials of therapies for spinal muscular atrophy (SMA) that are designed to increase the expression the SMN protein ideally include careful assessment of relevant SMN biomarkers.

Objective: In the SMA VALIANT trial, a recent double-blind placebo-controlled crossover study of valproic acid (VPA) in ambulatory adult subjects with SMA, we investigated relevant pharmacodynamic biomarkers in blood samples from SMA subjects by direct longitudinal measurement of histone acetylation and SMN mRNA and protein levels in the presence and absence of VPA treatment.

Methods: Thirty-three subjects were randomized to either VPA or placebo for the first 6 months followed by crossover to the opposite arm for an additional 6 months. Outcome measures were compared between the two treatments (VPA and placebo) using a standard crossover analysis.

Results: A significant increase in histone H4 acetylation was observed with VPA treatment (p = 0.005). There was insufficient evidence to suggest a treatment effect with either full length or truncated SMN mRNA transcript levels or SMN protein levels.

Conclusions: These measures were consistent with the observed lack of change in the primary clinical outcome measure in the VALIANT trial. These results also highlight the added benefit of molecular and pharmacodynamic biomarker measurements in the interpretation of clinical trial outcomes.

Top-down proteomics in health and disease: challenges and opportunities

Proteomics is essential for deciphering how molecules interact as a system and for understanding the functions of cellular systems in human disease; however, the unique characteristics of the human proteome, which include a high dynamic range of protein expression and extreme complexity due to a plethora of PTMs and sequence variations, make such analyses challenging. An emerging "top-down" MS-based proteomics approach, which provides a "bird's eye" view of all proteoforms, has unique advantages for the assessment of PTMs and sequence variations. Recently, a number of studies have showcased the potential of top-down proteomics for the unraveling of disease mechanisms and discovery of new biomarkers. Nevertheless, the top-down approach still faces significant challenges in terms of protein solubility, separation, and the detection of large intact proteins, as well as underdeveloped data analysis tools. Consequently, new technological developments are urgently needed to advance the field of top-down proteomics. Herein, we intend to provide an overview of the recent applications of top-down proteomics in biomedical research. Moreover, we will outline the challenges and opportunities facing top-down proteomics strategies aimed at understanding and diagnosing human diseases.

Modern LC in therapeutic drug monitoring and diagnosis of pediatric leukemia

The approaches of combining analytical and pharmacokinetic tools can currently assist clinicians in routinely providing more effective and individualized treatment, including in complicated cases of pediatric acute myeloid leukemia. Anticancer drug dosing based on synchronized drug monitoring and pharmacokinetic analysis can provide a better estimation of the drug systemic exposure than that obtained with the stable dosing plan. Leukemia is difficult to treat and, in the case of children, has the most dramatic and tragic course. Therefore, it is important to search for new biomarkers of leukemia that will enable early diagnosis. Hence, a completed strategy with chromatographic methods as the core element of analytical procedures provides an efficient tool that is beneficial for clinicians involved in the treatment and diagnosis of leukemia.

Functional proteomics in histone research and epigenetics

Post-translational modifications of histones comprise an important part of epigenetic gene regulation. Mass spectrometry and immunochemical techniques are currently the methods of choice for identification and quantitation of known and novel histone modifications. While peptide-centric mass spectrometry is a well-established tool for identification and quantification of histone modifications, recent technological advances have allowed discrete modification patterns to be assessed on intact histones. Chromatin immunoprecipitation assays (ChIP and ChIP-on-chip) are currently gaining tremendous popularity and are used to explore gene-specific patterns of histone modifications on a genomic scale. In this review, we introduce the basic concepts and recent developments of mass spectrometry, as well as immunochemical techniques and their applications in the analysis of histone modifications.

A quantitative atlas of histone modification signatures from human cancer cells

BACKGROUND

An integral component of cancer biology is the understanding of molecular properties uniquely distinguishing one cancer type from another. One class of such properties is histone post-translational modifications (PTMs). Many histone PTMs are linked to the same diverse nuclear functions implicated in cancer development, including transcriptional activation and epigenetic regulation, which are often indirectly assayed with standard genomic technologies. Thus, there is a need for a comprehensive and quantitative profiling of cancer lines focused on their chromatin modification states.

RESULTS

To complement genomic expression profiles of cancer lines, we report the proteomic classification of 24 different lines, the majority of which are cancer cells, by quantifying the abundances of a large panel of single and combinatorial histone H3 and H4 PTMs, and histone variants. Concurrent to the proteomic analysis, we performed transcriptomic analysis on histone modifying enzyme abundances as a proxy for quantifying their activity levels. While the transcriptomic and proteomic results were generally consistent in terms of predicting histone PTM abundance from enzyme abundances, several PTMs were regulated independently of the modifying enzyme expression. In addition, combinatorial PTMs containing H3K27 methylation were especially enriched in breast cell lines. Knockdown of the predominant H3K27 methyltransferase, enhancer of zeste 2 (EZH2), in a mouse mammary xenograft model significantly reduced tumor burden in these animals and demonstrated the predictive utility of proteomic techniques.

CONCLUSIONS

Our proteomic and genomic characterizations of the histone modification states provide a resource for future investigations of the epigenetic and non-epigenetic determinants for classifying and analyzing cancer cells.

PUB-NChIP--"in vivo biotinylation" approach to study chromatin in proximity to a protein of interest

We have developed an approach termed PUB-NChIP (proximity utilizing biotinylation with native ChIP) to purify and study the protein composition of chromatin in proximity to a nuclear protein of interest. It is based on coexpression of (1) a protein of interest, fused with the bacterial biotin ligase BirA, together with (2) a histone fused to a biotin acceptor peptide (BAP), which is specifically biotinylated by BirA-fusion in the proximity of the protein of interest. Using the RAD18 protein as a model, we demonstrate that the RAD18-proximal chromatin is enriched in some H4 acetylated species. Moreover, the RAD18-proximal chromatin containing a replacement histone H2AZ has a different pattern of H4 acetylation. Finally, biotin pulse-chase experiments show that the H4 acetylation pattern starts to resemble the acetylation pattern of total H4 after the proximity of chromatin to RAD18 has been lost.

Breaking the histone code with quantitative mass spectrometry

Histone post-translational modifications (PTMs) comprise one of the most intricate nuclear signaling networks that govern gene expression in a long-term and dynamic fashion. These PTMs are considered to be 'epigenetic' or heritable from one cell generation to the next and help establish genomic expression patterns. While much of the analyses of histones have historically been performed using site-specific antibodies, these methods are replete with technical obstacles (i.e., cross-reactivity and epitope occlusion). Mass spectrometry-based proteomics has begun to play a significant role in the interrogation of histone PTMs, revealing many new aspects of these modifications that cannot be easily determined with standard biological approaches. Here, we review the accomplishments of mass spectrometry in the histone field, and outline the future roadblocks that must be overcome for mass spectrometry-based proteomics to become the method of choice for chromatin biologists.

High-sensitivity TFA-free LC-MS for profiling histones

The analysis of proteins by RPLC commonly involves the use of TFA as an ion-pairing agent, even though it forms adducts and suppresses sensitivity. The presence of adducts can complicate protein molecular weight assignment especially when protein isoforms coelute as in the case of histones. To mitigate the complicating effects of TFA adducts in protein LC-MS, we have optimized TFA-free methods for protein separation. Protein standards and histones were used to evaluate TFA-free separations using capillary (0.3 mm id) and nanoscale (0.1 mm id) C(8) columns with the ion-pairing agents, formic acid or acetic acid. The optimized method was then used to examine the applicability of the approach for histone characterization in human cancer cell lines and primary tumor cells from chronic lymphocytic leukemia patients.

Age-related changes in mesenchymal stem cells derived from rhesus macaque bone marrow

The regeneration potential of mesenchymal stem cells (MSCs) diminishes with advanced age and this diminished potential is associated with changes in cellular functions. This study compared MSCs isolated from the bone marrow of rhesus monkeys (rBMSCs) in three age groups: young (< 5 years), middle (8-10 years), and old (> 12 years). The effects of aging on stem cell properties and indicators of stem cell fitness such as proliferation, differentiation, circadian rhythms, stress response proteins, miRNA expression, and global histone modifications in rBMSCs were analyzed. rBMSCs demonstrated decreased capacities for proliferation and differentiation as a function of age. The production of heat shock protein 70 (HSP70) and heat shock factor 1 (HSF1) were also reduced with increasing age. The level of a core circadian protein, Rev-erb α, was significantly increased in rBMSCs from old animals. Furthermore, analysis of miRNA expression profiles revealed an up-regulation of mir-766 and mir-558 and a down-regulation of mir-let-7f, mir-125b, mir-222, mir-199-3p, mir-23a, and mir-221 in old rBMSCs compare to young rBMSCs. However, there were no significant age-related changes in the global histone modification profiles of the four histone core proteins: H2A, H2B, H3, and H4 on rBMSCs. These changes represent novel insights into the aging process and could have implications regarding the potential for autologous stem cells therapy in older patients.

A dynamic noise level algorithm for spectral screening of peptide MS/MS spectra

Background

High-throughput shotgun proteomics data contain a significant number of spectra from non-peptide ions or spectra of too poor quality to obtain highly confident peptide identifications. These spectra cannot be identified with any positive peptide matches in some database search programs or are identified with false positives in others. Removing these spectra can improve the database search results and lower computational expense.

Results

A new algorithm has been developed to filter tandem mass spectra of poor quality from shotgun proteomic experiments. The algorithm determines the noise level dynamically and independently for each spectrum in a tandem mass spectrometric data set. Spectra are filtered based on a minimum number of required signal peaks with a signal-to-noise ratio of 2. The algorithm was tested with 23 sample data sets containing 62,117 total spectra.

Conclusions

The spectral screening removed 89.0% of the tandem mass spectra that did not yield a peptide match when searched with the MassMatrix database search software. Only 6.0% of tandem mass spectra that yielded peptide matches considered to be true positive matches were lost after spectral screening. The algorithm was found to be very effective at removal of unidentified spectra in other database search programs including Mascot, OMSSA, and X!Tandem (75.93%-91.00%) with a small loss (3.59%-9.40%) of true positive matches.

Challenges ahead for mass spectrometry and proteomics applications in epigenetics

Inheritance of biological information to future generations depends on the replication of DNA and the Mendelian principle of distribution of genes. In addition, external and environmental factors can influence traits that can be propagated to offspring, but the molecular details of this are only beginning to be understood. The discoveries of DNA methylation and post-translational modifications on chromatin and histones provided entry points for regulating gene expression, an area now defined as epigenetics and epigenomics. Mass spectrometry turned out to be instrumental in uncovering molecular details involved in these processes. The central role of histone post-translational modifications in epigenetics related biological processes has revitalized mass spectrometry based investigations. In this special report, current approaches and future challenges that lay ahead due to the enormous complexity are discussed.

Butyrate and propionate induced activated or non-activated neutrophil apoptosis via HDAC inhibitor activity but without activating GPR-41/GPR-43 pathways

OBJECTIVE

Decreased neutrophil apoptosis is implicated in persistent inflammation resulting in systemic inflammatory response syndrome and multiple organ dysfunctions syndromes. Short-chain fatty acids (SCFAs) may be a candidate to control neutrophil apoptosis because SCFAs are normally produced in the gut and related products have been approved for human use. We investigated the effects of SCFAs on apoptosis of activated and non-activated neutrophils and their mechanisms.

METHODS

Purified neutrophils obtained from healthy volunteers were preincubated for 1 h with or without the G-protein receptor (GPR) inhibitor pertussis toxin (100 ng/mL) or U-73122 (50 ng/mL), extracellular signal-related protein kinase inhibitor PD98059 (10 microM), mitogen-activated protein kinase (MAPK) p38 inhibitor SB203580 (25 microM), Jun kinase inhibitor-I (2 microM), caspase-3 and -7 inhibitor Z-VAD-FMK (100 microM), caspase-8 inhibitor Z-IETD-FMK (50 microM), or caspase-9 inhibitor Z-LEHD-FMK (50 microM). The cells were then cultured with or without SCFAs or trichostatin A, a typical histone deacetylase inhibitor, in the presence or absence of lipopolysaccharide (1 microg/mL) or tumor necrosis factor-alpha (100 ng/mL). Neutrophil apoptosis was assessed by annexin V staining using flow cytometry. The GPR-41 and -43 and apoptosis-related proteins (bax, mcl-1, a1) mRNA were measured by quantitative real-time polymerase chain reaction and the expression of acetylated histone H3 was determined by western blot.

RESULTS

The caspase inhibitors inhibited butyrate- and propionate-induced neutrophil apoptosis treated or untreated with lipopolysaccharide or tumor necrosis factor-alpha, whereas GPR and MAPK inhibitors had no effect. The mRNA expressions of GPR-43 and a1 protein were reduced by butyrate and propionate. The expressions of acetylated histone H3 were induced by butyrate and propionate.

CONCLUSION

These results suggest that butyrate and propionate increase apoptosis of neutrophils irrespective of their activation state, by factors other than GPRs and MAPKs, and their mechanisms likely relate to their histone deacetylase inhibition activity, which may control a1 mRNA expression.

Global histone profiling by LC-FTMS after inhibition and knockdown of deacetylases in human cells

Global histone modifications and their putative relevance to short and long term cellular programming have drawn substantial interest in the study of chromatin. Here we describe the use of reverse-phase liquid chromatography coupled to Linear Ion Trap-Fourier Transform Mass Spectrometry (RPLC-LTQ-FTMS) to quickly profile post-translationally modified isoforms and variants for core histone proteins from as few as 5x10(4) cells at isotopic resolution. Such LC-MS profiling greatly facilitated the detection of histones from HeLa S3 or 293T cells experiencing shRNA- or siRNA-knockdown of histone deacetylase (HDAC) 1, 2, 3 or 1 and 2 together. In no case was significant global histone hyperacetylation relative to control cells observed, suggesting possible compensation of deacetylation activity by partially redundant enzymes in the 18-member HDAC family. This contrasts sharply with yeast where genetic deletion of HDAC rpd3 causes massive hyperacetylation. Treatment of cells with TSA and class I selective HDAC inhibitors had similar ability to induce global histone hyperactylation, though to different extents in HeLa S3 vs. 293T cells.

Phase II study of the histone deacetylase inhibitor MGCD0103 in patients with previously treated chronic lymphocytic leukaemia

MGCD0103, an orally available class I histone deacetylase (HDAC) inhibitor, was examined for pre-clinical activity in chronic lymphocytic leukaemia (CLL). A phase II clinical trial was performed, starting at a dose of 85 mg/d, three times per week. Dose escalation to 110 mg or the addition of rituximab was permitted in patients without a response after two or more cycles. MGCD0103 demonstrated pre-clinical activity against CLL cells with a LC(50) (concentration lethal to 50%) of 0.23 micromol/l and increased acetylation of the HDAC class I specific target histone H3. Twenty-one patients received a median of two cycles of MGCD0103 (range, 0-12). All patients had previously received fludarabine, 33% were fludarabine refractory, and 71% had del(11q22.3) or del(17p13.1). No responses according to the National Cancer Institutes 1996 criteria were observed. Three patients received 110 mg and four patients received concomitant rituximab, with no improvement in response. Grade 3-4 toxicity consisted of infections, thrombocytopenia, anaemia, diarrhoea, and fatigue. HDAC inhibition was observed in six out of nine patients on day 8. Limited activity was observed with single agent MGCD0103 in high risk patients with CLL. Future investigations in CLL should focus on broad HDAC inhibition, combination strategies, and approaches to diminish constitutional symptoms associated with this class of drugs.

Validation of an LC-MS based approach for profiling histones in chronic lymphocytic leukemia

The in vitro evaluation of histones and their PTMs has drawn substantial interest in the development of epigenetic therapies. The differential expression of histone isoforms may serve as a potential marker in the classification of diseases affected by chromatin abnormalities. In this study, protein profiling by LC and MS was used to explore differences in histone composition in primary chronic lymphocytic leukemia (CLL) cells. Extensive method validations were performed to determine the experimental variances that would impact histone relative abundance. The resulting data demonstrated that the proposed methodology was suitable for the analysis of histone profiles. In 4 normal individuals and 40 CLL patients, a significant decrease in the relative abundance of histone H2A variants (H2AFL and H2AFA/M*) was observed in primary CLL cells as compared to normal B cells. Protein identities were determined using high mass accuracy MS and shotgun proteomics.

Unraveling the histone's potential: a proteomics perspective

Post translational modification (PTM) of histones has long been associated with epigenetic regulation. Although genomic approaches have established correlation between a handful of histone PTMs and transcriptional states, only recently have advancements in proteomics provided the tools necessary to study histone proteins and their relevant modifications in this context. Using mass spectrometry, researchers have demonstrated the ability to determine the full repertoire of histone PTMs, their residue specific location, the combinations in which they exist, and the proteins that interact with these combinations. Moving forward it will be imperative to develop novel approaches that combine proteomic and genomic technologies to determine the functional significance of these combinations of modifications. Assays with increased specificity will resolve more focused biological questions and determine to what extent, and by what mechanisms, histones influence transcription.

A robust linear regression based algorithm for automated evaluation of peptide identifications from shotgun proteomics by use of reversed-phase liquid chromatography retention time

BACKGROUND

Rejection of false positive peptide matches in database searches of shotgun proteomic experimental data is highly desirable. Several methods have been developed to use the peptide retention time as to refine and improve peptide identifications from database search algorithms. This report describes the implementation of an automated approach to reduce false positives and validate peptide matches.

RESULTS

A robust linear regression based algorithm was developed to automate the evaluation of peptide identifications obtained from shotgun proteomic experiments. The algorithm scores peptides based on their predicted and observed reversed-phase liquid chromatography retention times. The robust algorithm does not require internal or external peptide standards to train or calibrate the linear regression model used for peptide retention time prediction. The algorithm is generic and can be incorporated into any database search program to perform automated evaluation of the candidate peptide matches based on their retention times. It provides a statistical score for each peptide match based on its retention time.

CONCLUSION

Analysis of peptide matches where the retention time score was included resulted in a significant reduction of false positive matches with little effect on the number of true positives. Overall higher sensitivities and specificities were achieved for database searches carried out with MassMatrix, Mascot and X!Tandem after implementation of the retention time based score algorithm.

Monte carlo simulation-based algorithms for analysis of shotgun proteomic data

Two new statistical models based on Monte Carlo Simulation (MCS) have been developed to score peptide matches in shotgun proteomic data and incorporated in a database search program, MassMatrix (www.massmatrix.net). The first model evaluates peptide matches based on the total abundance of matched peaks in the experimental spectra. The second model evaluates amino acid residue tags within MS/MS spectra. The two models provide complementary scores for peptide matches that result in higher confidence in peptide identification when significant scores are returned from both models. The MCS-based models use a variance reduction technique that improves estimation precision. Due to the high computational expense of MCS-based models, peptide matches were prefiltered by other statistical models before further evaluation by the MCS-based models. Receiver operating characteristic analysis of the data sets confirmed that MCS-based models improved the overall performance of the MassMatrix search software, especially for low-mass accuracy data sets.

Hypochlorous acid damages histone proteins forming 3-chlorotyrosine and 3,5-dichlorotyrosine

While the last 30 years chronicles an extensive effort to understand the damage to DNA caused by reactive oxygen species (ROS), little research has examined the chemical damage to the histone proteins found in chromatin. Hypochlorous acid (HOCl), the primary product of activated neutrophils, is known to damage both DNA and proteins. This article describes the use of mass spectrometry to quantitate the formation of 3-chlorotyrosine and 3,5-dichlorotyrosine, stable and unique markers of protein damage caused by HOCl, in the core histone proteins. Our results indicate that up to 25% of the tyrosine in histone proteins become chlorinated by excess HOCl. We also observe significant formation of 3-chlorotyrosine and 3,5-dichlorotyrosine at low HOCl concentrations and short reaction times. We use mass spectrometry to identify the tyrosine residues on each histone protein that are chlorinated based on the observation of chlorine-containing peptides following protease digestion of histone proteins exposed to HOCl. The tyrosine residues preferentially chlorinated by HOCl are generally within three residues of a lysine or histidine residue, further implicating the initial formation of chloramines in the efficient chlorination of tyrosine residues. The methods and results described here should further our understanding of how HOCl produced at sites of inflammation might damage chromatin.

Histone H4 N-terminal acetylation in Kasumi-1 cells treated with depsipeptide determined by acetic acid-urea polyacrylamide gel electrophoresis, amino acid coded mass tagging, and mass spectrometry

Disrupted patterns of acetylation and deacetylation of core histones play an important role in silencing transcription of hematopoietic important genes in acute myeloid leukemia (AML). A thorough investigation of these mechanisms and the response to pharmacologic modifiers will provide a better understanding of the role of histone acetylation in leukemogenesis. We describe here an analytical approach that combines acid urea polyacrylamide gel electrophoresis (AU-PAGE), amino acid coded mass tagging (AACM), and mass spectrometry (MS) for the investigation of histone acetylation patterns. The combined approach was used to follow the dynamics of H4 acetylation in Kasumi-1 cells harboring the fusion gene AML1/ETO shown to aberrantly recruit histone deacetylases (HDACs). The histones in Kasumi-1 cells were labeled by growing the cells in media in which lysine was replaced with stable isotope-labeled lysine (Lys-D4). Labeled and unlabeled cells were treated with depsipeptide and analyzed at different time points (0, 4, 8, 12, 24, and 48 h). The cells were mixed, the histone was extracted, and acetylated H4 isoforms were separated using AU-PAGE before in-gel trypsin digestion. The digests were analyzed by MALDI-TOF MS. Peptides were identified by mass and isotope pattern. LC-MS/MS of Arg-C digests were also performed to verify the acetylation pattern for H4. The major pattern of acetylation was determined as follows: initial acetylation at K16, followed by acetylation at K12, and finally acetylation of either K8 and/or K5.

Mass spectrometry-based strategies for characterization of histones and their post-translational modifications

Due to the intimate interactions between histones and DNA, the characterization of histones has become the focus of great attention. A series of mass spectrometry-based technologies have been dedicated to the characterization and quantitation of different histone forms. This review focuses on the discussion of mass spectrometry-based strategies used for the characterization of histones and their post-translational modifications.

Quantitative profiling of histone post-translational modifications by stable isotope labeling

Methods for accurately quantitating changes in histone post-translational modifications are necessary for developing an understanding of how their dynamic nature influences nuclear events involving access to genomic DNA. This article describes methods for the use of in vivo stable isotope label incorporation for quantitating the levels of modification at specific residues in histone proteins. These methods are applicable to a wide variety of model systems and examples of their use in both mammalian cells and Saccharomyces cerevisiae are presented.

Characterization of antimicrobial histone sequences and posttranslational modifications by mass spectrometry

Histones typically play a role in DNA packaging and transcription regulation. These proteins are heavily modified by acetylation, methylation, phosphorylation and/or ubiquitination, and various combinations of these modifications alter histone functions and form the basis of the histone code. Furthermore, histones, including those found in shrimp, have recently been found to possess antimicrobial properties; however, the sequences and posttranslational modifications of shrimp histones are largely unknown. In this study mass spectrometry was used to characterize the primary structure of the shrimp antimicrobial histone. A combination of in-solution digestion and in-gel propionylation/digestion followed by LC-MS-MS and MALDI-TOF-TOF analysis was used. Over 80% of each histone sequence was obtained by in-solution digestion; however, none of the N-terminal domains was sequenced with this method. An in-gel propionylation method was optimized to recover and sequence the extremely hydrophilic histone N-termini. This method was then applied to shrimp hemocyte lysates separated on a 1-D SDS-PAGE gel. Overall, 95% coverage was obtained for the histone sequences as well as the identification of posttranslational sites such as acetylation, methylation and phosphorylation.

Characterization of histones and their post-translational modifications by mass spectrometry

Histone proteins and their accompanying post-translational modifications have received much attention for their ability to affect chromatin structure and, hence, regulate gene expression. Recently, mass spectrometry has become an important complementary tool for the analysis of histone variants and modification sites, for determining the degree of occupancy of these modifications and for quantifying differential expression of these modifications from various samples. Additionally, as advancements in mass spectrometry technologies continue, the ability to read entire 'histone codes' across large regions of histone polypeptides or intact protein is possible. As chromatin biology demands, mass spectrometry has adapted and continues as a key technology for the analysis of gene regulation networks involving histone modifications.

Liquid chromatography mass spectrometry profiling of histones

Here we describe the use of reverse-phase liquid chromatography mass spectrometry (RPLC-MS) to simultaneously characterize variants and post-translationally modified isoforms for each histone. The analysis of intact proteins significantly reduces the time of sample preparation and simplifies data interpretation. LC-MS analysis and peptide mass mapping have previously been applied to identify histone proteins and to characterize their post-translational modifications. However, these studies provided limited characterization of both linker histones and core histones. The current LC-MS analysis allows for the simultaneous observation of all histone PTMs and variants (both replacement and bulk histones) without further enrichment, which will be valuable in comparative studies. Protein identities were verified by the analysis of histone H2A species using RPLC fractionation, AU-PAGE separation and nano-LC-MS/MS.

Histone H4 acetylation dynamics determined by stable isotope labeling with amino acids in cell culture and mass spectrometry

This paper describes an integrated approach that couples stable isotope labeling with amino acids in cell culture to acetic acid-urea polyacrylamide gel electrophoresis (AU-PAGE) and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) for the quantitation and dynamics of histone H4 acetylation. The 697 acute lymphoblastic cell lines were grown in regular medium and in medium in which lysine was substituted with deuterium-labeled lysine. Histone deacetylase (HDAC) activity was inhibited by addition of the HDAC inhibitor depsipeptide to the culture medium for different exposure times. Histones were extracted from cells pooled from unlabeled, untreated cells and from labeled, treated cells, followed by AU-PAGE separation. Gel bands corresponding to different acetylation states of H4 were excised, in-gel digested with trypsin, and analyzed by MALDI-TOF MS. Detailed information was obtained for both the change of histone H4 acetylation specific to the N terminus and the global transformation of H4 from one acetylation state to another following treatment with the HDAC inhibitor depsipeptide. The kinetics of H4 acetylation was also assessed. This study provides a quantitative basis for developing potential therapies by using epigenetic regulation and the developed methodology can be applied to quantitation of change for other histone modifications induced by external stimuli.

The analysis of histone modifications

The biological function of many proteins is often regulated through posttranslational modifications (PTMs). Frequently different modifications influence each other and lead to an intricate network of interdependent modification patterns that affect protein-protein interactions, enzymatic activities and sub-cellular localizations. One of the best-studied class of proteins that is affected by PTMs and combinations thereof are the histone molecules. Histones are very abundant, small basic proteins that package DNA in the eukaryotic nucleus to form chromatin. The four core-histones are densely modified within their first 20-40 N-terminal amino acids, which are highly evolutionary conserved despite playing no structural role. The modifications are thought to constitute a histone code that is used by the cell to encrypt various chromatin conformations and gene expression states. The analysis of modified histones can be used as a model to dissect complex modification patterns and to investigate their molecular functions. Here we review techniques that have been used to decipher complex histone modification patterns and discuss the implication of these findings for chromatin structure and function.

Histone proteins determined in a human colon cancer by high-performance liquid chromatography and mass spectrometry

The application of reversed-phase high-pressure liquid chromatography under gradient conditions and electrospray ion trap mass spectrometry (LC-ESI-MS) to the analysis of global modification levels of core histones is described. The optimised LC-ESI-MS method was applied for the first time to the characterisation of histones extracted from HT29, a human colon cancer cell line. Eight histones (H1-1, H1-2, H2A-1, H2A-2, H2B, H3-1, H3-2, H4) were separated on a C4 stationary phase with complete resolution, never reached in previous HPLC-MS methods, by using a gradient elution with the combined presence of heptafluorobutyric acid and formic acid as acidic modifiers in the mobile phase. Heptafluorobutyric acid was found to improve selectivity, whereas the presence of formic acid decreased ion suppression. Histones eluted from the column were detected with an ion trap mass spectrometer with an electrospray source. The peak averaged mass spectra were reconstructed by Mag Tran 1.0 software and the mass of the various isoforms of histones were derived. Method validation was conducted by performing the same sample analysis by coupling LC-ESI to a quadrupole-time-of-flight mass spectrometer (Q-TOF). The number of histone forms and their mass were found to differ not significantly from those obtained by ion trap mass spectrometer. Also the relative modifications abundance within the same histone type was found following the same trend as the two mass analysers. This method was then applied to the characterisation of changes in histone modification in HT29, never analysed by LC-MS before, treated with histone deacetylase inhibitors such as valproate and sodium butyrate, also used in preclinical trials as anticancer drugs. In particular, both the inhibitors produced a significant increase in H4 histone acetylated forms: 89% increase of the diacetyl dimethyl H4 form was observed with 1mM valproate supplementation, whereas 5 mM butyrate led to a 68% increase of the same form. Triacetyl monomethyl H4 (11,377 Da) and triacetyl dimethyl H4 (11,390 Da) were found only in cells treated with butyrate. Selective changes of H3 histone were detected with butyrate, in agreement with recently reported western blotting studies. Modifications in the H2A histone degree of acetylation were revealed by treatment of the cells with butyrate (H2A-1, H2A-2) and valproate (H2A-2). The results of the proposed methodology confirmed that inhibition of histone deacetylases caused histone hyperacetylation, responsible for decondensation and reorganization of interphase dynamic chromatin. This method resulted in selective and sensitive method to monitor variations in the acetylation and methylation state of histones after treatment of HT29 with inhibitors, and is therefore suitable for further application in new drug discovery for tumour therapy.

Quantitative Analysis of Modified Proteins and Their Positional Isomers by Tandem Mass Spectrometry: Human Histone H4

Here we show that fragment ion abundances from dissociation of ions created from mixtures of multiply modified histone H4 (11 kDa) or of N-terminal synthetic peptides (2 kDa) correspond to their respective intact ion abundances measured by Fourier transform mass spectrometry. Isomeric mixtures of modified forms of the same protein are resolved and quantitated with a precision of </=5% using the relative ratios of their fragment ions, with intact protein ions created by electrospray greatly easing many of the systematic biases that more strongly affect small peptides (e.g., differences in ionization efficiency and ion m/z values). The ion fragmentation methods validated here are directly extensible to intact human proteins to derive quantitative information on the highly related and often isomeric protein forms created by combinatorial arrays of posttranslational modifications.

Quantitative Proteomic Analysis of Post-translational Modifications of Human Histones

Histone proteins are subject to a range of post-transcriptional modifications in living cells. The combinatorial nature of these modifications constitutes the "histone code" that dictates chromatin structure and function during development, growth, differentiation, and homeostasis of cells. Deciphering of the histone code is hampered by the lack of analytical methods for monitoring the combinatorial complexity of reversible multisite modifications of histones, including acetylation and methylation. To address this problem, we used LC-MSMS technology and Virtual Expert Mass Spectrometrist software for qualitative and quantitative proteomic analysis of histones extracted from human small cell lung cancer cells. A total of 32 acetylations, methylations, and ubiquitinations were located in the human histones H2A, H2B, H3, and H4, including seven novel modifications. An LC-MSMS-based method was applied in a quantitative proteomic study of the dose-response effect of the histone deacetylase inhibitor (HDACi) PXD101 on histone acetylation in human cell cultures. Triplicate LC-MSMS runs at six different HDACi concentrations demonstrated that PXD101 affects acetylation of histones H2A, H2B, H3, and H4 in a site-specific and dose-dependent manner. This unbiased analysis revealed that a relative increase in acetylated peptide from the histone variants H2A, H2B, and H4 was accompanied by a relative decrease of dimethylated Lys(57) from histone H2B. The dose-response results obtained by quantitative proteomics of histones from HDACi-treated cells were consistent with Western blot analysis of histone acetylation, cytotoxicity, and dose-dependent expression profiles of p21 and cyclin A2. This demonstrates that mass spectrometry-based quantitative proteomic analysis of post-translational modifications is a viable approach for functional analysis of candidate drugs, such as HDAC inhibitors.

Parallel interrogation of covalent intermediates in the biosynthesis of gramicidin S using high-resolution mass spectrometry

For determination of multiple covalent intermediates bound to the ultra-large enzymes responsible for biosynthesis via nonribosomal peptide synthesis, mass spectrometry (MS) is a promising method to provide new mechanistic insight. Application of a quadrupole-Fourier-transform instrument (Q-FTMS) for direct analysis of aminoacyl intermediates is demonstrated for the first two modules (127 and 120 kDa) involved in the nonribosomal synthesis of gramicidin S. Cyanogen bromide digestions of recombinant proteins afforded detection of two active site peptides (both ~13 kDa) that provided direct evidence for modules copurifying with their preferred amino acid substrates. Given the ability to detect multiple covalent intermediates in tandem, a competition experiment among several nonnatural substrates in parallel was performed using the first module. This defined mixture of acyl-enzyme intermediates was used to probe the selectivity of the condensation step producing a diversity of noncognate dipeptides on the second module.

Peptide mass mapping of acetylated isoforms of histone H4 from mouse lymphosarcoma cells treated with histone deacetylase (HDACs) inhibitors

The acetylated isoforms of histone H4 from mouse lymphosarcoma cells treated with HDAC inhibitors trichostatin A (TSA) and depsipeptide (DDP) were separated by acetic acid urea-polyacrylamide gel electrophoresis (AU-PAGE), in-gel digested, and analyzed by matrix assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and liquid chromatography tandem mass spectrometry (LC-MS/MS). The acetylation pattern of histone H4 in mouse lymphosarcoma cells induced by TSA was established in which acetylation initially occurred at K16 followed by K12 and then K8 and/or K5. An identical order of acetylation was found for cells treated with DDP.

Dynamic and Differential in Vivo Modifications of the Isoform HMGA1a and HMGA1b Chromatin Proteins

Most naturally occurring mammalian cancers and immortalized tissue culture cell lines share a common characteristic, the overexpression of full-length HMGA1 (high mobility group A1) proteins. The HMGA1 protooncogene codes for two closely related isoform proteins, HMGA1a and HMGA1b, and causes cancerous cellular transformation when overexpressed in either transgenic mice or "normal" cultured cell lines. Previous work has suggested that the in vivo types and patterns of the HMGA1 post-translational modifications (PTMs) differ between normal and malignant cells. The present study focuses on the important question of whether HMGA1a and HMGA1b proteins isolated from the same cell type have identical or different PTM patterns and also whether these isoform patterns differ between non-malignant and malignant cells. Two independent mass spectrometry methods were used to identify the types of PTMs found on specific amino acid residues on the endogenous HMGA1a and HMGA1b proteins isolated from a non-metastatic human mammary epithelial cell line, MCF-7, and a malignant metastatic cell line derived from MCF-7 cells that overexpressed the transgenic HMGA1a protein. Although some of the PTMs were the same on both the HMGA1a and HMGA1b proteins isolated from a given cell type, many other modifications were present on one but not the other isoform. Furthermore, we demonstrate that both HMGA1 isoforms are di-methylated on arginine and lysine residues. Most importantly, however, the PTM patterns on the endogenous HMGA1a and HMGA1b proteins isolated from non-metastatic and metastatic cells were consistently different, suggesting that the isoforms likely exhibit differences in their biological functions/activities in these cell types.

Application of mass spectrometry to the identification and quantification of histone post-translational modifications

The core histones are the primary protein component of chromatin, which is responsible for the packaging of eukaryotic DNA. The NH(2)-terminal tail domains of the core histones are the sites of numerous post-translational modifications that have been shown to play an important role in the regulation of chromatin structure. In this study, we discuss the recent application of modern analytical techniques to the study of histone modifications. Through the use of mass spectrometry, a large number of new sites of histone modification have been identified, many of which reside outside of the NH(2)-terminal tail domains. In addition, techniques have been developed that allow mass spectrometry to be effective for the quantitation of histone post-translational modifications. Hence, the use of mass spectrometry promises to dramatically alter our view of histone post-translational modifications.

Characterization of Tetrahymena Histone H2B Variants and Posttranslational Populations by Electron Capture Dissociation (ECD) Fourier Transform Ion Cyclotron Mass Spectrometry (FT-ICR MS)

This work describes the nature and sequence information content of the electron capture dissociation mass spectra for the intact Tetrahymena histone H2B. Two major variants of this protein were present bearing nominal modifications of both +42 and +84 Da. This work describes identification of the nature of these two modifications. For example, using gas-phase selection and isolation of the +42-Da modified species, from a background of two H2B variants each present in six or more posttranslationally modified isoforms, we were able to determine that this +42-Da modification isoform bears trimethylation rather than acetylation. LC-CIDMS analysis was also employed on digested preparations to obtain complementary detail of the nature of site-specific posttranslational modifications. This study establishes that integration of the information from these two datasets provides a comprehensive map of posttranslational occupancy for each particular covalent assemblage selected for structural investigation.