scholarly journals Genome-wide detection of cytosine methylation by single molecule real-time sequencing

2021 ◽  
Vol 118 (5) ◽  
pp. e2019768118
Author(s):  
O. Y. Olivia Tse ◽  
Peiyong Jiang ◽  
Suk Hang Cheng ◽  
Wenlei Peng ◽  
Huimin Shang ◽  
...  

5-Methylcytosine (5mC) is an important type of epigenetic modification. Bisulfite sequencing (BS-seq) has limitations, such as severe DNA degradation. Using single molecule real-time sequencing, we developed a methodology to directly examine 5mC. This approach holistically examined kinetic signals of a DNA polymerase (including interpulse duration and pulse width) and sequence context for every nucleotide within a measurement window, termed the holistic kinetic (HK) model. The measurement window of each analyzed double-stranded DNA molecule comprised 21 nucleotides with a cytosine in a CpG site in the center. We used amplified DNA (unmethylated) and M.SssI-treated DNA (methylated) (M.SssI being a CpG methyltransferase) to train a convolutional neural network. The area under the curve for differentiating methylation states using such samples was up to 0.97. The sensitivity and specificity for genome-wide 5mC detection at single-base resolution reached 90% and 94%, respectively. The HK model was then tested on human–mouse hybrid fragments in which each member of the hybrid had a different methylation status. The model was also tested on human genomic DNA molecules extracted from various biological samples, such as buffy coat, placental, and tumoral tissues. The overall methylation levels deduced by the HK model were well correlated with those by BS-seq (r = 0.99; P < 0.0001) and allowed the measurement of allele-specific methylation patterns in imprinted genes. Taken together, this methodology has provided a system for simultaneous genome-wide genetic and epigenetic analyses.


Genes ◽  
2018 ◽  
Vol 9 (9) ◽  
pp. 460 ◽  
Author(s):  
Yuta Suzuki ◽  
Yunhao Wang ◽  
Kin Au ◽  
Shinichi Morishita

We address the problem of observing personal diploid methylomes, CpG methylome pairs of homologous chromosomes that are distinguishable with respect to phased heterozygous variants (PHVs), which is challenging due to scarcity of PHVs in personal genomes. Single molecule real-time (SMRT) sequencing is promising as it outputs long reads with CpG methylation information, but a serious concern is whether reliable PHVs are available in erroneous SMRT reads with an error rate of ∼15%. To overcome the issue, we propose a statistical model that reduces the error rate of phasing CpG site to 1%, thereby calling CpG hypomethylation in each haplotype with >90% precision and sensitivity. Using our statistical model, we examined GNAS complex locus known for a combination of maternally, paternally, or biallelically expressed isoforms, and observed allele-specific methylation pattern almost perfectly reflecting their respective allele-specific expression status, demonstrating the merit of elucidating comprehensive personal diploid methylomes and transcriptomes.



2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Ana-Luisa Silva ◽  
Paulina Klaudyna Powalowska ◽  
Magdalena Stolarek ◽  
Eleanor Ruth Gray ◽  
Rebecca Natalie Palmer ◽  
...  

AbstractAccurate detection of somatic variants, against a background of wild-type molecules, is essential for clinical decision making in oncology. Existing approaches, such as allele-specific real-time PCR, are typically limited to a single target gene and lack sensitivity. Alternatively, next-generation sequencing methods suffer from slow turnaround time, high costs, and are complex to implement, typically limiting them to single-site use. Here, we report a method, which we term Allele-Specific PYrophosphorolysis Reaction (ASPYRE), for high sensitivity detection of panels of somatic variants. ASPYRE has a simple workflow and is compatible with standard molecular biology reagents and real-time PCR instruments. We show that ASPYRE has single molecule sensitivity and is tolerant of DNA extracted from plasma and formalin fixed paraffin embedded (FFPE) samples. We also demonstrate two multiplex panels, including one for detection of 47 EGFR variants. ASPYRE presents an effective and accessible method that simplifies highly sensitive and multiplexed detection of somatic variants.



2013 ◽  
Vol 31 (6) ◽  
pp. 566-566 ◽  
Author(s):  
Gang Fang ◽  
Diana Munera ◽  
David I Friedman ◽  
Anjali Mandlik ◽  
Michael C Chao ◽  
...  


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 3966-3966
Author(s):  
Atsushi Watanabe ◽  
Takeshi Inukai ◽  
Minori Tamai ◽  
Tamao Shinohara ◽  
Shinpei Somazu ◽  
...  

Abstract Asparaginase is one of the most important components for the treatment of ALL. ALL cells are supposed to be unable to synthesize adequate amounts of Asparagine (Asn), and, therefore, depend on extracellular source of Asn to survive. Asparaginase therapy induces the depletion of serum Asn by catalyzing the deamination of Asn and leads to cell death of ALL cells. Asparagine synthetase (ASNS) is an enzyme that produces Asn from Aspartic acid. Thus, silencing of the ASNS gene in ALL cells could be crucial for complete starving ALL cells of the Asn. Considering that the ASNS gene has a CpG island in its promotor, aberrant methylation of CpG island could be one of epigenetic mechanisms for silencing of ASNS gene in ALL cells. Previous qualitative analysis of ALL samples using methylation-specific restriction enzyme revealed frequent methylation of CpG island in the ASNS gene. However, associations of methylation status of ASNS gene with its expression level and sensitivity to asparaginase in ALL cells remain unknown. Moreover, little is known about mechanisms for leukemia-specific ASNS gene silencing by methylation. To shed light on these issues, we analyzed a large panel of BCP-ALL cell lines. We quantified ASNS gene expression level by real time RT-PCR in 79 BCP-ALL cell lines cultured in the presence or the absence of L-asparaginase (L-asp), and determined IC50 values of L-asp using alamar blue assay. In the majority of cell lines, although degree of the induction was highly variable, ASNS gene expression level was upregulated in the presence of L-asp. IC50 value of L-asp showed significant correlation with ASNS gene expression level cultured in the presence of L-asp (r=0.222, p=0.049) rather than that in the absence of L-asp (r=0.193, p=0.089). We next analyzed methylation status of the ASNS gene in 79 BCP-ALL cell lines by bisulfite PCR sequencing using a next-generation sequencer (NGS). Strong correlation was confirmed between mean % methylation by NGS and Sanger sequencing in representative cell lines. Of importance, mean % methylation in 79 BCP-ALL cell lines showed significant negative correlation with ASNS gene expression level cultured in the presence of L-asp (r=-0.482, p=6.73x10-6) and, subsequently, IC50 value of L-asp (r=-0.39, p=3.86x10-4). Unexpectedly, % methylation of 79 cell lines distributed in three clusters; 15 cell lines (19%) were highly methylated (>66%, median; 89%), 26 cell lines (32.9%) were moderately methylated (33-66%, median; 40%), and 38 cell lines (48.1%) were weakly methylated (<33%, median; 3.7%). In the majority of moderately methylated cell lines, histograms of % methylation in each read of NGS showed two peaks of high and low methylation, suggesting an allele-specific methylation. In the middle of CpG island, tandem repeat polymorphism of 14bp nucleotides is located adjacent to methylation-specific restriction enzyme site of Aor13HI. Of note, in 7 out of 8 moderately methylated cell lines with heterozygous tandem repeat genotype, only single PCR product was detectable when PCR was performed after Aor13HI treatment, whereas two PCR products derived from two- and three-repeat alleles was detectable when PCR was performed without treatment, indicating an allele-specific methylation. We next analyzed a possible one-allele-loss of the ASNS gene in highly methylated (>66%; 8 cell lines) and weakly methylated (<20%; 12 cell lines) cell lines. We directly sequenced genotype in a portion of introns 2 and 4 and exon 5 based on the imputated SNP genotypes, and confirmed heterozygous genotype in every cell lines at least in one of eight SNPs analyzed, demonstrating that loss-of-heterozygosity is not the mechanism for high or low methylation of the ASNS gene. Similar pattern of methylation was observed in 52 BCP-ALL samples. Taken together, these observations indicate that stepwise allele-specific methylation of ASNSgene is critically involved in the sensitivity to L-asp of BCP-ALL. Disclosures No relevant conflicts of interest to declare.



2011 ◽  
Vol 26 (S2) ◽  
pp. 823-823
Author(s):  
F. Pun ◽  
C. Zhao ◽  
W. Lo ◽  
S. Ng ◽  
S. Tsang ◽  
...  

Imprinting, characterized by unequal expression of the offspring's genes in a parent-of-origin dependent manner, has been functionally implicated in brain development and in psychiatric disorders. In this study, unambiguous distortion in paternal but not maternal transmission of the disease-associated single-nucleotide polymorphism (SNP) rs6556547 (T/G) clearly indicated the presence of parent-of-origin effect (POE) in the GABAA receptor β2 subunit gene (GABRB2). ‘Flipping’ of allelic mRNA expression in heterozygotes of SNP rs2229944 (C/T) and the observed two-tiered distribution of mRNA expression levels in heterozygotes of the disease-associated SNP rs1816071 (G/A) furnished important support for the occurrence of imprinting at GABRB2. Imprinting in effect introduced heterozygotes from different parents-of-origin endowed with dissimilar mRNA expression capabilities. The deficit of upper-tiered expressions accounted for the lowered mRNA expression levels in the schizophrenic heterozygotes. This pointed to the necessity of differentiating between two kinds of heterozygotes of different parental origins in disease association studies on GABRB2. Bisulfite sequencing revealed hypermethylation in the neighborhood of SNP rs1816071, and methylation differences between controls and schizophrenia patients. Notably, allele-specific methylation was observed at the disease-associated SNPs rs6556547 and rs1816071. These findings raised the possibility that CpG methylation status of these sites could have an impact on the expression of GABRB2 and the risk of schizophrenia. Furthermore, the occurrence of imprinting and allele-specific methylation in the schizophrenia candidate gene GABRB2 was compatible with the epigenetic hypothesis for schizophrenia pathophysiology, thereby calling for the need to explore the role of epigenetic factors in mediating susceptibility to schizophrenia.



Author(s):  
Koshi Akahane ◽  
Shunsuke Kimura ◽  
Kunio Miyake ◽  
Atsushi Watanabe ◽  
Keiko Kagami ◽  
...  

Asparaginase therapy is a key component of chemotherapy for T-cell acute lymphoblastic leukemia (T-ALL) patients. Asparaginase depletes serum asparagine by deamination into aspartic acid. Normal hematopoietic cells can survive due to asparagine synthetase (ASNS) activity, while leukemia cells are supposed to undergo apoptosis due to silencing of the ASNS gene. Since the ASNS gene has a typical CpG island in its promoter, its methylation status in T-ALL cells may be associated with asparaginase sensitivity. Thus, we investigated the significance of ASNS methylation status in asparaginase sensitivity of T-ALL cell lines and prognosis of childhood T-ALL. Sequencing of bisulfite PCR products using next-generation sequencing technology in 22 T-ALL cell lines revealed a stepwise allele-specific methylation of the ASNS gene, in association with an aberrant methylation of a 7q21 imprinted gene cluster. T-ALL cell lines with ASNS hypermethylation status showed significantly higher in vitro l-asparaginase sensitivity in association with insufficient asparaginase-induced upregulation of ASNS gene expression and lower basal ASNS protein expression. A comprehensive analysis of diagnostic samples from childhood T-ALL patients in Japanese cohorts (n = 77) revealed that methylation of the ASNS gene was associated with an aberrant methylation of the 7q21 imprinted gene cluster. In childhood T-ALL patients in Japanese cohorts (n = 75), ASNS hypomethylation status was significantly associated with poor therapeutic outcome, and all cases with poor prognostic SPI1 fusion exclusively showed ASNS hypomethylation status. These observations demonstrate that ASNS hypomethylation status is associated with asparaginase resistance and is a poor prognostic biomarker in childhood T-ALL.



Author(s):  
Nour J Abdulhay ◽  
Colin P McNally ◽  
Laura J Hsieh ◽  
Sivakanthan Kasinathan ◽  
Aidan Keith ◽  
...  

ABSTRACTOur understanding of the beads-on-a-string arrangement of nucleosomes has been built largely on high-resolution sequence-agnostic imaging methods and sequence-resolved bulk biochemical techniques. To bridge the divide between these approaches, we present the single-molecule adenine methylated oligonucleosome sequencing assay (SAMOSA). SAMOSA is a high-throughput single-molecule sequencing method that combines adenine methyltransferase footprinting and single-molecule real-time DNA sequencing to natively and nondestructively measure nucleosome positions on individual chromatin fibres. SAMOSA data allows unbiased classification of single-molecular ‘states’ of nucleosome occupancy on individual chromatin fibres. We leverage this to estimate nucleosome regularity and spacing on single chromatin fibres genome-wide, at predicted transcription factor binding motifs, and across both active and silent human epigenomic domains. Our analyses suggest that chromatin is comprised of a diverse array of both regular and irregular single-molecular oligonucleosome patterns that differ subtly in their relative abundance across epigenomic domains. This irregularity is particularly striking in constitutive heterochromatin, which has typically been viewed as a conformationally static entity. Our proof-of-concept study provides a powerful new methodology for studying nucleosome organization at a previously intractable resolution, and offers up new avenues for modeling and visualizing higher-order chromatin structure.1-sentence summaryHigh-throughput single-molecule real-time footprinting of chromatin arrays reveals heterogeneous patterns of oligonucleosome occupancy.



2020 ◽  
Vol 12 (8) ◽  
pp. 1471-1481
Author(s):  
Hollie Marshall ◽  
Alun R C Jones ◽  
Zoë N Lonsdale ◽  
Eamonn B Mallon

Abstract Allele-specific expression is when one allele of a gene shows higher levels of expression compared with the other allele, in a diploid organism. Recent work has identified allele-specific expression in a number of Hymenopteran species. However, the molecular mechanism which drives this allelic expression bias remains unknown. In mammals, DNA methylation is often associated with genes which show allele-specific expression. DNA methylation systems have been described in species of Hymenoptera, providing a candidate mechanism. Using previously generated RNA-Seq and whole-genome bisulfite sequencing from reproductive and sterile bumblebee (Bombus terrestris) workers, we have identified genome-wide allele-specific expression and allele-specific DNA methylation. The majority of genes displaying allele-specific expression are common between reproductive and sterile workers and the proportion of allele-specific expression bias generally varies between genetically distinct colonies. We have also identified genome-wide allele-specific DNA methylation patterns in both reproductive and sterile workers, with reproductive workers showing significantly more genes with allele-specific methylation. Finally, there is no significant overlap between genes showing allele-specific expression and allele-specific methylation. These results indicate that cis-acting DNA methylation does not directly drive genome-wide allele-specific expression in this species.



Author(s):  
Sapir Margalit ◽  
Yotam Abramson ◽  
Hila Sharim ◽  
Zohar Manber ◽  
Surajit Bhattacharya ◽  
...  

AbstractMotivationWhile promoter methylation is associated with reinforcing fundamental tissue identities, the methylation status of distant enhancers was shown by genome-wide association studies to be a powerful determinant of cell-state and cancer. With recent availability of long-reads that report on the methylation status of enhancer-promoter pairs on the same molecule, we hypothesized that probing these pairs on the single-molecule level may serve the basis for detection of rare cancerous transformations in a given cell population. We explore various analysis approaches for deconvolving cell-type mixtures based on their genome-wide enhancer-promoter methylation profiles.ResultsTo evaluate our hypothesis we examine long-read optical methylome data for the GM12787 cell line and myoblast cell lines from two donors. We identified over 100,000 enhancer-promoter pairs that co-exist on at least 30 individual DNA molecules per pair. We developed a detailed methodology for mixture deconvolution and applied it to estimate the proportional cell compositions in synthetic mixtures based on analyzing their enhancer-promoter pairwise methylation. We found our methodology to lead to very accurate estimates, outperforming our promoter-based deconvolutions. Moreover, we show that it can be generalized from deconvolving different cell types to subtle scenarios where one wishes to deconvolve different cell populations of the same cell-type.AvailabilityThe code used in this work to analyze single-molecule Bionano Genomics optical maps is available via the GitHub repository https://github.com/ebensteinLab/[email protected] (Y.E), [email protected] (R.S)



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