Epigenome-wide Profiling Research Articles

A subtype of schizophrenia patients with altered methylation level of genes related to immune cell activity.

Epigenetic changes are plausible molecular sources of clinical heterogeneity in schizophrenia. A subgroup of schizophrenia patients with elevated inflammatory or immune-dysregulation has been reported by previous studies. However, little is known about epigenetic changes in genes related to immune activation in never-treated first-episode patients with schizophrenia (FES) and its consistency with that in treated long-term ill (LTS) patients. In this study, epigenome-wide profiling with a DNA methylation array was applied using blood samples of both FES and LTS patients, as well as their corresponding healthy controls. Non-negative matrix factorization (NMF) and k -means clustering were performed to parse heterogeneity of schizophrenia, and the consistency of subtyping results from two cohorts. was tested. This study identified a subtype of patients in FES participants (47.5%) that exhibited widespread methylation level alterations of genes enriched in immune cell activity and a significantly higher proportion of neutrophils. This clustering of FES patients was validated in LTS patients, with high correspondence in epigenetic and clinical features across two cohorts. In summary, this study demonstrated a subtype of schizophrenia patients across both FES and LTS cohorts, defined by widespread alterations in methylation profile of genes related to immune function and distinguishing clinical features. This finding illustrates the promise of novel treatment strategies targeting immune dysregulation for a subpopulation of schizophrenia patients.

Novel insights on genetics and epigenetics as clinical targets for paediatric astrocytoma.

Paediatric and adult astrocytomas are notably different, where clinical treatments used for adults are not as effective on children with the same form of cancer and these treatments lead to adverse long-term health concerns. Integrative omics-based studies have shown the pathology and fundamental molecular characteristics differ significantly and cannot be extrapolated from the more widely studied adult disease. Recent clinical advances in our understanding of paediatric astrocytomas, with the aid of next-generation sequencing and epigenome-wide profiling, have led to the identification of key canonical mutations that vary based on the tumour location and age of onset. These driver mutations, in particular the identification of the recurrent histone H3 mutations in high-grade tumours, have confirmed the important role epigenetic dysregulations play in cancer progression. This review summarises the current updates of the classification, epidemiology, pathogenesis and clinical management of paediatric astrocytoma based on their grades and the ongoing clinical trials. It also provides novel insights on genetic and epigenetic alterations as diagnostic biomarkers, highlighting the potential of targeting these pathways as therapeutics for this devastating childhood cancer.

Subtypes of schizophrenia identified by multi-omic measures associated with dysregulated immune function.

Epigenetic modifications are plausible molecular sources of phenotypic heterogeneity across schizophrenia patients. The current study investigated biological heterogeneity in schizophrenia using peripheral epigenetic profiles to delineate illness subtypes independent of their phenomenological manifestations. We applied epigenome-wide profiling with a DNA methylation array from blood samples of 63 schizophrenia patients and 59 healthy controls. Non-negative matrix factorization (NMF) and k-means clustering were performed to identify DNA methylation-related patient subtypes. The validity of the partition was tested by assessing the profile of the T cell receptor (TCR) repertoires. The uniqueness of the identified subtypes in relation to brain structural and clinical measures were evaluated. Two distinct patterns of DNA methylation profiles were identified in patients. One subtype (60.3% of patients) showed relatively limited changes in methylation levels and cell composition compared to controls, while a second subtype (39.7% of patients) exhibited widespread methylation level alterations among genes enriched in immune cell activity, as well as a higher proportion of neutrophils and lower proportion of lymphocytes. Differentiation of the two patient subtypes was validated by TCR repertoires, which paralleled the partition based on DNA methylation profiles. The subtype with widespread methylation modifications had higher symptom severity, performed worse on cognitive measures, and displayed greater reductions in fractional anisotropy of white matter tracts and evidence of gray matter thickening compared to the other subtype. Identification of a distinct subtype of schizophrenia with unique molecular, cerebral, and clinical features provide a novel parcellation of the schizophrenia syndrome with potential to guide development of individualized therapeutics.

Adipose stem cells from patients with Crohn\u2019s disease show a distinctive DNA methylation pattern

BackgroundCrohn’s disease (CD) is characterized by persistent inflammation and ulceration of the small or large bowel, and expansion of mesenteric adipose tissue, termed creeping fat (CF). We previously demonstrated that human adipose-derived stem cells (hASCs) from CF of patients with CD exhibit dysfunctional phenotypes, including a pro-inflammatory profile, high phagocytic capacity, and weak immunosuppressive properties. Importantly, these phenotypes persist in patients in remission and are found in all adipose depots explored including subcutaneous fat. We hypothesized that changes in hASCs are a consequence of epigenetic modifications.MethodsWe applied epigenome-wide profiling with a methylation array (Illumina EPIC/850k array) and gene expression analysis to explore the impact of CD on the methylation signature of hASCs isolated from the subcutaneous fat of patients with CD and healthy controls (n = 7 and 5, respectively; cohort I). Differentially methylated positions (p value cutoff < 1 × 10−4 and ten or more DMPs per gene) and regions (inclusion threshold 0.2, p value cutoff < 1 × 10−2 and more than 2 DMRs per gene) were identified using dmpfinder and Bumphunter (minfi), respectively. Changes in the expression of differentially methylated genes in hASCs were validated in a second cohort (n = 10/10 inactive and active CD and 10 controls; including patients from cohort I) and also in peripheral blood mononuclear cells (PBMCs) of patients with active/inactive CD and of healthy controls (cohort III; n = 30 independent subjects).ResultsWe found a distinct DNA methylation landscape in hASCs from patients with CD, leading to changes in the expression of differentially methylated genes involved in immune response, metabolic, cell differentiation, and development processes. Notably, the expression of several of these genes in hASCs and PBMCs such as tumor necrosis factor alpha (TNFA) and PR domain zinc finger protein 16 (PRDM16) were not restored to normal (healthy) levels after disease remission.ConclusionshASCs of patients with CD exhibit a unique DNA methylation and gene expression profile, but the expression of several genes are only partially restored in patients with inactive CD, both in hASCs and PBMCs. Understanding how CD shapes the functionality of hASCs is critical for investigating the complex pathophysiology of this disease, as well as for the success of cell-based therapies.Graphical abstractHuman adipose-stem cells isolated from subcutaneous fat of patients with Crohn’s disease exhibit an altered DNA methylation pattern and gene expression profile compared with those isolated from healthy individuals, with immune system, cell differentiation, metabolic and development processes identified as the main pathways affected. Interestingly, the gene expression of several genes involved in these pathways is only partially restored to control levels in patients with inactive Crohn’s disease, both in human adipose-stem cells and peripheral blood mononuclear cells. Understanding how Crohn’s disease shapes the functionality of human adipose-stem cells is critical for investigating the complex pathophysiology of this disease, as well as for the success of cell-based therapies.

CFEA: a cell-free epigenome atlas in human diseases.

Epigenetic alterations, including 5-methylcytosine (5mC), 5-hydroxymethylcytosine (5hmC) and nucleosome positioning (NP), in cell-free DNA (cfDNA) have been widely observed in human diseases, and many available cfDNA-based epigenome-wide profiles exhibit high sensitivity and specificity in disease detection and classification. However, due to the lack of efficient collection, standardized quality control, and analysis procedures, efficiently integrating and reusing these data remain considerable challenges. Here, we introduce CFEA (http://www.bio-data.cn/CFEA), a cell-free epigenome database dedicated to three types of widely adopted epigenetic modifications (5mC, 5hmC and NP) involved in 27 human diseases. We developed bioinformatic pipelines for quality control and standard data processing and an easy-to-use web interface to facilitate the query, visualization and download of these cell-free epigenome data. We also manually curated related biological and clinical information for each profile, allowing users to better browse and compare cfDNA epigenomes at a specific stage (such as early- or metastasis-stage) of cancer development. CFEA provides a comprehensive and timely resource to the scientific community and supports the development of liquid biopsy-based biomarkers for various human diseases.

A prognostic CpG score derived from epigenome-wide profiling of tumor tissue was independently associated with colorectal cancer survival

BackgroundResults of previous studies on the association of the CpG island methylator phenotype (CIMP) with colorectal cancer (CRC) prognosis were inconsistent and mostly based on different CIMP definitions. The current study aimed to comprehensively investigate the associations between DNA methylation on genes previously used to define CIMP status with CRC survival.ResultsPatients with CRC followed up for a median of 5.2 years were divided into a study cohort (n = 568) and a validation cohort (n = 308). DNA methylation was measured in tumor tissue using the Illumina Infinium HumanMethylation450 BeadChip and restricted to 43 genes used to define CIMP status in previous studies. Cox proportional hazard regression models were used to estimate adjusted hazard ratios (HR) and 95% confidence intervals (CI) of survival after CRC, including adjustment for tumor stage, microsatellite instability, and BRAF mutation status. In the study cohort, ten CpG sites were identified to be associated with CRC survival. Seven of these ten CpG sites were also associated with CRC survival in the validation cohort and were used to construct a prognostic score. CRC patients with a prognostic score of the lowest methylation level showed poorer disease-specific survival compared with patients with the highest methylation level in both the study cohort and the validation cohort (HR = 3.11 and 95% CI = 1.97–4.91, and HR = 3.06 and 95% CI = 1.71–5.45, respectively).ConclusionsA CpG panel consisting of seven CpG sites was found to be strongly associated with CRC survival, independent from important clinical factors and mutations associated with CIMP. Further studies are required to confirm these findings.

Abstract 834: Epigenome-wide profiling of DNA methylation in peripheral blood leukocytes and the prognosis of prostate cancer patients in African Americans

Abstract Introduction: DNA methylation at CpG sites plays important roles in cancer development and progression. Hypermethylation of the promoter regions of tumor suppressor genes leads to gene silencing whereas global hypomethylation may affect chromosome structure and cause genomic instability. African Americans have higher incidence and mortality rates of prostate cancer than other ethnic groups. The goals of this study are to investigate the role of global DNA methylation in prostate cancer aggressiveness and identify CpG site methylations as predictors of aggressive prostate cancer in African Americans. Methods: We measured global DNA methylation level of long interspersed nucleotide elements (LINE-1) and subtelomeric repeat (D4Z4) in leukocyte DNA from ~300 African American prostate cancer patients and compared their methylation levels between different clinicopathological variables at diagnosis. We then analyzed the association of the LINE-1 and D4Z4 methylation with the risk of biochemical recurrence (BCR) using a multivariate Cox proportional hazards model. In addition, we used the Kaplan-Meier survival function and log-rank tests to assess BCR-free survival associated with D4Z4 methylation.. We also used Illumina’s HumanMethylationEPIC beadchip to profile 850K CpG site methylation in leukocytes and analzyed their associations with prostate cancer aggressiveness. Results: There was no significant differences in the methylation level of LINE-1 between clinically defined aggressive and non-aggressive PCa at diagnosis and LINE-1 methylation was not associated with BCR either. However, the methylation of subtelomeric region D4Z4 was associated with BCR. Patients with higher methylation of D4Z4 exhibited an increased risk of BCR (HR=3.47, 95% CI, 1.10 - 10.97) compared to patients in the lower methylation after adjustment of age, BMI, smoking status, pack year, D’Amico risk groups, and treatments. In Kaplan-Meier survival analysis, patients with higher D4Z4 methylation level had a significantly shorter BCR-free survival time than those with lower methylation level (log rank P = 0.0071). When analyzing individua CpG site methylation, we identified a number of CpG site that can distinguish aggressive from non-aggressive prostate cancer and found a CpG methylation signature that can identify a subgroup of patients with aggressive prostate cancer in African Americans. Conclusions: These data suggest that methylation in the subtelomeric region D4Z4 may be able to predict worse prognosis of patients. Individual CpG site methylation may be promising biomarkers for the identification of aggressive prostate cancer in African Americans. Citation Format: Junfeng Xu, Chia-Wen Tsai, Wen-Shin Chang, Da-Tian Bau, Jian Gu. Epigenome-wide profiling of DNA methylation in peripheral blood leukocytes and the prognosis of prostate cancer patients in African Americans [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 834.

Mapping the transcriptome and epigenomic landscape of HDAC-inhibitor resistant CTCL

Abstract Epigenetic alterations deregulate gene expression and are a significant contributor to cancer pathogenesis. Unlike gene mutations, epigenetic changes are reversible, and this distinction has been exploited therapeutically for Cutaneous T-cell Lymphomas (CTCL). Histone deacetylase inhibitors (HDACi) are FDA-approved; however, two-thirds of patients do not respond to HDACi. Therefore, we are addressing this gap by 1) establishing new techniques to identify HDACi response elements from all stages of CTCL and 2) developing targeted epigenetic modifiers (TEM) as a novel precision therapy. Our key innovations in this study are the generation of targeted epigenetic modifiers (TEM) as potential therapeutics and the development of a technique called Ultra-Low Input Chromatin Immunoprecipitation (ULI-ChIP) that enables epigenome-wide profiling of histone modifications in 10,000–30,000 cells. We are utilizing this method to identify recurrently altered regulatory elements in HDACi-resistant CTCL patients, which, in conjunction with RNA-seq data, allow us to determine epigenomic and transcriptomic states that predispose patients for resistance to these treatments. We have identified several regulatory elements upstream of CXCR4, a chemokine receptor with known roles in cell survival and metastasis in B cell lymphomas and T cell leukemias, that are dysregulated in HDACi resistant patients. Similar loci were also found near key transcription factor (FOXP1) and anti-apoptotic genes (BCL2). The most promising HDACi response elements will be targeted in CTCL cells using locus-specific epigenetic modifiers to validate and evaluate the potential of each locus to be further developed for TEM protein therapeutics.

Review of molecular classification and treatment implications of pediatric brain tumors.

Brain tumors are the most common solid tumors and leading cause of cancer-related death in children. The advent of large-scale genomics has resulted in a plethora of profiling studies that have mapped the genetic and epigenetic landscapes of pediatric brain tumors, ringing in a new era of precision diagnostics and targeted therapies. In this review, we highlight the most recent findings, focusing on studies published after 2015, and discuss how new evidence is changing the care of children with brain tumors. Genome-wide and epigenome-wide profiling data have revealed distinct tumor entities within, virtually, all pediatric brain tumor groups including medulloblastoma; ependymoma; high-grade and low-grade gliomas; atypical teratoid/rhabdoid tumors; and other embryonal tumors, previously called CNS primitive neuroectodermal tumors. Whenever integrated with clinical information, many molecular alterations emerge as powerful prognostic markers and should thus be used to stratify patients and tailor therapies. Optimal integration of this newly emerging knowledge in a timely and meaningful way into clinical care is a remarkable task and a matter of active debate. The historical morphology-based classification of tumors is being replaced by a genetic-based classification, and the first generation of molecularly informed clinical trials is underway.

Epigenome-wide profiling of DNA methylation in paired samples of adipose tissue and blood

ABSTRACTMany epigenetic association studies have attempted to identify DNA methylation markers in blood that are able to mirror those in target tissues. Although some have suggested potential utility of surrogate epigenetic markers in blood, few studies have collected data to directly compare DNA methylation across tissues from the same individuals. Here, epigenomic data were collected from adipose tissue and blood in 143 subjects using Illumina HumanMethylation450 BeadChip array. The top axis of epigenome-wide variation differentiates adipose tissue from blood, which is confirmed internally using cross-validation and externally with independent data from the two tissues. We identified 1,285 discordant genes and 1,961 concordant genes between blood and adipose tissue. RNA expression data of the two classes of genes show consistent patterns with those observed in DNA methylation. The discordant genes are enriched in biological functions related to immune response, leukocyte activation or differentiation, and blood coagulation. We distinguish the CpG-specific correlation from the within-subject correlation and emphasize that the magnitude of within-subject correlation does not guarantee the utility of surrogate epigenetic markers. The study reinforces the critical role of DNA methylation in regulating gene expression and cellular phenotypes across tissues, and highlights the caveats of using methylation markers in blood to mirror the corresponding profile in the target tissue.

Abstract 388: Epigenome-wide profiling identified significant differences in DNA methylation between African-American and European-American men with prostate cancer

Abstract Background: DNA methylation is a dynamic epigenetic mark that is essential for mammalian organismal development. For human prostate cancer (PCa), abundant evidence has accumulated to suggest that somatic epigenetic alterations may appear early during cancer development, as well as more commonly and consistently, than genetic changes. Several cancer-associated genes have been reported to show significant differences in DNA methylation pattern in prostate tissues from African-American (AA) and European-American men, but the genome-wide pattern and extent of these differences are largely unknown. The current study investigated genome-wide DNA methylation differences in AA and EA prostate tissue samples with the aim of assessing the variation of genome-wide patterns of DNA methylation. Methods: To comprehensively examine the DNA methylation pattern in AA and EA samples, we used illumina 450 K methylation platform (Infunium Chip) to conduct genome-wide large scale analysis of DNA methylation changes in 7 normal and 3 PCa tissue samples from AA versus 8 normal and 3 PCa tissue samples from EA. This chip interrogates &amp;gt;485,000 CpG methylation sites per sample at single-nucleotide resolution and assigns each site an average beta value for quantitative methylation level. Results: Pathway analysis of the genes with altered methylation patterns identified top canonical pathways for the involvement of cancer related network for genes involved in axonal guidance, antigen presentation, androgen signaling and protein ubiquitination pathways in prostate cancer tissues compared with normal prostate tissues obtained from AA men. On the other hand, the top canonical pathways identified in prostate cancer tissues compared with normal prostate tissues obtained from EA men are genes involved in epithelial-mesenchymal transition, p53 signaling, nucleotide sugars metabolism and germ cell-sertoli cell junction signaling pathways. Conclusion: Using this quantitative sequencing-based approach, our work uncovers significant global DNA methylation alterations in AA versus EA prostate tissues and provides a mechanistic explanation for the disease disparity. Citation Format: Bernard Kwabi-Addo, Songping Wang, Joseph Devaney. Epigenome-wide profiling identified significant differences in DNA methylation between African-American and European-American men with prostate cancer. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 388. doi:10.1158/1538-7445.AM2014-388

DNA methylation alterations in grade II- and anaplastic pleomorphic xanthoastrocytoma

BackgroundPleomorphic xanthoastrocytoma (PXA) is a rare WHO grade II tumor accounting for less than 1% of all astrocytomas. Malignant transformation into PXA with anaplastic features, is unusual and correlates with poorer outcome of the patients.MethodsUsing a DNA methylation custom array, we have quantified the DNA methylation level on the promoter sequence of 807 cancer-related genes of WHO grade II (n = 11) and III PXA (n = 2) and compared to normal brain tissue (n = 10) and glioblastoma (n = 87) samples. DNA methylation levels were further confirmed on independent samples by pyrosequencing of the promoter sequences.ResultsIncreasing DNA promoter hypermethylation events were observed in anaplastic PXA as compared with grade II samples. We further validated differential hypermethylation of CD81, HCK, HOXA5, ASCL2 and TES on anaplastic PXA and grade II tumors. Moreover, these epigenetic alterations overlap those described in glioblastoma patients, suggesting common mechanisms of tumorigenesis.ConclusionsEven taking into consideration the small size of our patient populations, our data strongly suggest that epigenome-wide profiling of PXA is a valuable tool to identify methylated genes, which may play a role in the malignant progression of PXA. These methylation alterations may provide useful biomarkers for decision-making in those patients with low-grade PXA displaying a high risk of malignant transformation.

Epigenetic signature of birth weight discordance in adult twins.

BackgroundA low birth weight has been extensively related to poor adult health outcomes. Birth weight can be seen as a proxy for environmental conditions during prenatal development. Identical twin pairs discordant for birth weight provide an extraordinary model for investigating the association between birth weight and adult life health while controlling for not only genetics but also postnatal rearing environment. We performed an epigenome-wide profiling on blood samples from 150 pairs of adult monozygotic twins discordant for birth weight to look for molecular evidence of epigenetic signatures in association with birth weight discordance.ResultsOur association analysis revealed no CpG site with genome-wide statistical significance (FDR < 0.05) for either qualitative (larger or smaller) or quantitative discordance in birth weight. Even with selected samples of extremely birth weight discordant twin pairs, no significant site was found except for 3 CpGs that displayed age-dependent intra-pair differential methylation with FDRs 0.014 (cg26856578, p = 3.42e-08), 0.0256 (cg15122603, p = 1.25e-07) and 0.0258 (cg16636641, p = 2.05e-07). Among the three sites, intra-pair differential methylation increased with age for cg26856578 but decreased with age for cg15122603 and cg16636641. There was no genome-wide statistical significance for sex-dependent effects on intra-pair differential methylation in either the whole samples or the extremely discordant twins.ConclusionsGenome-wide DNA methylation profiling did not reveal epigenetic signatures of birth weight discordance although some sites displayed age-dependent intra-pair differential methylation in the extremely discordant twin pairs.Electronic supplementary materialThe online version of this article (doi:10.1186/1471-2164-15-1062) contains supplementary material, which is available to authorized users.

Epigenome-wide profiling identifies significant differences in DNA methylation between matched-pairs of T- and B-lymphocytes from healthy individuals

Multiple reports now describe changes to the DNA methylome in rheumatoid arthritis and in many cases have analyzed methylation in mixed cell populations from whole blood. However, these approaches may preclude the identification of cell type-specific methylation, which may subsequently bias identification of disease-specific changes. To address this possibility, we conducted genome-wide DNA methylation profiling using HumanMethylation450 BeadChips to identify differences within matched pairs of T-lymphocytes and B-lymphocytes isolated from the peripheral blood of 10 healthy females. Array data were processed and differential methylation identified using NIMBL software. Validation of array data was performed by bisulfite pyrosequencing. Genome-wide DNA methylation was initially determined by analysis of LINE-1 sequences and was higher in B-lymphocytes than matched T-lymphocytes (69.8% vs. 65.2%, P ≤ 0.01). Pairwise analysis identified 679 CpGs, representing 250 genes, which were differentially methylated between T-lymphocytes and B-lymphocytes. The majority of sites (76.6%) were hypermethylated in B-lymphocytes. Pyrosequencing of selected candidates confirmed the array data in all cases. Hierarchical clustering revealed perfect segregation of samples into two distinct clusters based on cell type. Differentially methylated genes showed enrichment for biological functions/pathways associated with leukocytes and T-lymphocytes. Our work for the first time shows that T-lymphocytes and B-lymphocytes possess intrinsic differences in DNA methylation within a restricted set of functionally related genes. These data provide a foundation for investigating DNA methylation in diseases in which these cell types play important and distinct roles.