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Lee SY, Oh TJ, An S, Lee SH. Overexpression of Hypermethylated Homeobox A11 (HOXA11) Inhibits Tumor Cell Growth and Induces Apoptosis in Cervical Cancer. Dev Reprod 2024; 28:37-45. [PMID: 39055103 PMCID: PMC11268892 DOI: 10.12717/dr.2024.28.2.37] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/11/2024] [Accepted: 05/16/2024] [Indexed: 07/27/2024]
Abstract
This study aimed to elucidate the potential of Homeobox A11 (HOXA11) as a therapeutic target and a diagnostic methylation marker for cervical cancer. Gene expression analysis using cDNA microarray in cervical cancer cell lines revealed significantly reduced expression of the HOXA11 gene. Subsequent investigation of HOXA11 promoter methylation in samples from normal individuals and invasive cervical cancer patients showed over 53.2% higher methylation in cancer scrapes compared to normal scrapes. Furthermore, overexpression of HOXA11, which is downregulated in cervical cancer, strongly suppressed cell growth in cervical cancer cell lines, HeLa and HT3. Additionally, we performed transferase dUTP nick end labeling assay and confirmed that the inhibition of cervical cancer cell proliferation occurred via apoptosis. Mechanistically, overexpression of HOXA11 led to mitochondrial apoptosis characterized by PARP cleavage due to increased c-Myc and enhanced cytochrome C secretion into the cytoplasm. These findings suggest that HOXA11 could potentially serve as a methylation marker for diagnosing cervical cancer and as a novel therapeutic target for its treatment.
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Affiliation(s)
| | | | | | - Seung-Hoon Lee
- Department of Life Science, College of
Health Science and Welfare, Yongin University,
Yongin 17092, Korea
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2
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Martínez Duncker Rebolledo E, Chan D, Christensen KE, Reagan AM, Howell GR, Rozen R, Trasler J. Sperm DNA methylation defects in a new mouse model of the 5,10-methylenetetrahydrofolate reductase 677C>T variant and correction with moderate dose folic acid supplementation. Mol Hum Reprod 2024; 30:gaae008. [PMID: 38366926 PMCID: PMC10980591 DOI: 10.1093/molehr/gaae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 01/30/2024] [Indexed: 02/19/2024] Open
Abstract
5,10-Methylenetetrahydrofolate reductase (MTHFR) is an enzyme that plays a key role in providing methyl groups for DNA methylation, including during spermatogenesis. A common genetic variant in humans (MTHFR 677C>T) results in reduced enzyme activity and has been linked to various disorders, including male infertility. A new animal model has been created by reproducing the human equivalent of the polymorphism in mice using CRISPR/Cas9. Biochemical parameters in the Mthfr 677TT mice recapitulate alterations found in MTHFR 677TT men. Our aims were to characterize the sperm DNA methylome of the Mthfr 677CC and TT mice on a control diet (2 mg folic acid/kg diet) and assess the effects of folic acid supplementation (10 mg/kg diet) on the sperm DNA methylome. Body and reproductive organ weights, testicular sperm counts, and histology were examined. DNA methylation in sperm was assessed using bisulfite pyrosequencing and whole-genome bisulfite sequencing (WGBS). Reproductive parameters and locus-specific imprinted gene methylation were unaffected by genotype or diet. Using WGBS, sperm from 677TT mice had 360 differentially methylated tiles as compared to 677CC mice, predominantly hypomethylation (60% of tiles). Folic acid supplementation mostly caused hypermethylation in sperm of males of both genotypes and was found to partially correct the DNA methylation alterations in sperm associated with the TT genotype. The new mouse model will be useful in understanding the role of MTHFR deficiency in male fertility and in designing folate supplementation regimens for the clinic.
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Affiliation(s)
- Edgar Martínez Duncker Rebolledo
- Child Health and Human Development Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Human Genetics, McGill University, Montreal, QC, Canada
| | - Donovan Chan
- Child Health and Human Development Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Karen E Christensen
- Child Health and Human Development Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | | | - Gareth R Howell
- The Jackson Laboratory, Bar Harbor, ME, USA
- Graduate School of Biomedical Sciences, Tufts University School of Medicine, Boston, MA, USA
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME, USA
| | - Rima Rozen
- Child Health and Human Development Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Department of Pediatrics, McGill University, Montreal, QC, Canada
| | - Jacquetta Trasler
- Child Health and Human Development Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Human Genetics, McGill University, Montreal, QC, Canada
- Department of Pediatrics, McGill University, Montreal, QC, Canada
- Department of Pharmacology & Therapeutics, Montreal, QC, Canada
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3
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Chan D, Oros Klein K, Riera-Escamilla A, Krausz C, O’Flaherty C, Chan P, Robaire B, Trasler JM. Sperm DNA methylome abnormalities occur both pre- and post-treatment in men with Hodgkin disease and testicular cancer. Clin Epigenetics 2023; 15:5. [PMID: 36611168 PMCID: PMC9826600 DOI: 10.1186/s13148-022-01417-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 12/21/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Combination chemotherapy has contributed to increased survival from Hodgkin disease (HD) and testicular cancer (TC). However, questions concerning the quality of spermatozoa after treatment have arisen. While studies have shown evidence of DNA damage and aneuploidy in spermatozoa years following anticancer treatment, the sperm epigenome has received little attention. Our objectives here were to determine the impact of HD and TC, as well as their treatments, on sperm DNA methylation. Semen samples were collected from community controls (CC) and from men undergoing treatment for HD or TC, both before initiation of chemotherapy and at multiple times post-treatment. Sperm DNA methylation was assessed using genome-wide and locus-specific approaches. RESULTS Imprinted gene methylation was not affected in the sperm of HD or TC men, before or after treatment. Prior to treatment, using Illumina HumanMethylation450 BeadChip (450 K) arrays, a subset of 500 probes was able to distinguish sperm samples from TC, HD and CC subjects; differences between groups persisted post-treatment. Comparing altered sperm methylation between HD or TC patients versus CC men, twice as many sites were affected in TC versus HD men; for both groups, the most affected CpGs were hypomethylated. For TC patients, the promoter region of GDF2 contained the largest region of differential methylation. To assess alterations in DNA methylation over time/post-chemotherapy, serial samples from individual patients were compared. With restriction landmark genome scanning and 450 K array analyses, some patients who underwent chemotherapy showed increased alterations in DNA methylation, up to 2 to 3 years post-treatment, when compared to the CC cohort. Similarly, a higher-resolution human sperm-specific assay that includes assessment of environmentally sensitive regions, or "dynamic sites," also demonstrated persistently altered sperm DNA methylation in cancer patients post-treatment and suggested preferential susceptibility of "dynamic" CpG sites. CONCLUSIONS Distinct sperm DNA methylation signatures were present pre-treatment in men with HD and TC and may help explain increases in birth defects reported in recent clinical studies. Epigenetic defects in spermatozoa of some cancer survivors were evident even up to 2 years post-treatment. Abnormalities in the sperm epigenome both pre- and post-chemotherapy may contribute to detrimental effects on future reproductive health.
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Affiliation(s)
- Donovan Chan
- grid.63984.300000 0000 9064 4811Research Institute of the McGill University Health Centre, 1001 Décarie Boul. Block E, Montréal, QC Canada
| | - Kathleen Oros Klein
- grid.414980.00000 0000 9401 2774Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, QC Canada
| | - Antoni Riera-Escamilla
- grid.7080.f0000 0001 2296 0625Andrology Department, Fundació Puigvert, Universitat Autònoma de Barcelona, Instituto de Investigaciones Biomédicas Sant Pau (IIB-Sant Pau), Barcelona, Catalonia Spain
| | - Csilla Krausz
- grid.7080.f0000 0001 2296 0625Andrology Department, Fundació Puigvert, Universitat Autònoma de Barcelona, Instituto de Investigaciones Biomédicas Sant Pau (IIB-Sant Pau), Barcelona, Catalonia Spain ,grid.8404.80000 0004 1757 2304Department of Biomedical, Experimental and Clinical Sciences Mario Serio, University of Florence, Florence, Italy
| | - Cristian O’Flaherty
- grid.63984.300000 0000 9064 4811Research Institute of the McGill University Health Centre, 1001 Décarie Boul. Block E, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Surgery, McGill University, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Pharmacology and Therapeutics, McGill University, Montréal, QC Canada
| | - Peter Chan
- grid.63984.300000 0000 9064 4811Research Institute of the McGill University Health Centre, 1001 Décarie Boul. Block E, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Urology, McGill University, Montréal, QC Canada
| | - Bernard Robaire
- grid.14709.3b0000 0004 1936 8649Department of Pharmacology and Therapeutics, McGill University, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Obstetrics and Gynecology, McGill University, Montréal, QC Canada
| | - Jacquetta M. Trasler
- grid.63984.300000 0000 9064 4811Research Institute of the McGill University Health Centre, 1001 Décarie Boul. Block E, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Department of Pharmacology and Therapeutics, McGill University, Montréal, QC Canada ,grid.14709.3b0000 0004 1936 8649Departments of Pediatrics and Human Genetics, McGill University, Montréal, QC Canada
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4
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Oh TJ, Lim E, Bang BR, Lee JJ, Na YG, Shin JH, Lim JS, Song KH, An S. Identification and validation of methylated PENK gene for early detection of bladder cancer using urine DNA. BMC Cancer 2022; 22:1195. [PMID: 36403035 PMCID: PMC9675278 DOI: 10.1186/s12885-022-10275-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2021] [Accepted: 11/02/2022] [Indexed: 11/21/2022] Open
Abstract
Background Early detection of bladder cancer (BCa) offers patients a favorable outcome and avoids the need for cystectomy. Development of an accurate and sensitive noninvasive BCa diagnostic test is imperative. DNA methylation is an early epigenetic event in the development of BCa. Certain specific aberrant methylations could serve as useful biomarkers. The aim of this study was to identify methylation biomarkers for early detection of BCa. Methods CpG methylation microarray analysis was conducted on primary tumors with varying stages (T1—T4) and paired nontumor tissues from nine BCa patients. Bisulfite-pyrosequencing was performed to confirm the methylation status of candidate genes in tissues and urine sediments (n = 51). Among them, PENK was selected as a potential candidate and validated using an independent set of 169 urine sediments (55 BCa, 25 benign urologic diseases, 8 other urologic cancers, and 81 healthy controls) with a quantitative methylation-specific real time PCR (mePENK-qMSP). All statistical analyses were performed using MedCalc software version 9.3.2.0. Results CpG methylation microarray analysis and stepwise validation by bisulfite-pyrosequencing for tissues and urine sediments supported aberrant methylation sites of the PENK gene as potential biomarkers for early detection of BCa. Clinical validation of the mePENK-qMSP test using urine sediment-DNA showed a sensitivity of 86.5% (95% CI: 71.2 – 95.5%), a specificity of 92.5% (95% CI: 85.7 – 96.7%), and an area under ROC of 0.920 (95% CI: 0.863 – 0.959) in detecting Ta high-grade and advanced tumor stages (T1-T4) of BCa patients. Sensitivities for Ta low-grade, Ta high-grade, T1 and T2-T4 were 55.6, 83.3, 88.5, and 100%, respectively. Methylation status of PENK was not correlated with sex, age or stage, while it was associated with the tumor grade of BCa. Conclusions In this study, we analyzed the comprehensive patterns of DNA methylation identified that PENK methylation possesses a high potential as a biomarker for urine-based early detection of BCa. Validation of PENK methylation confirms that it could significantly improve the noninvasive detection of BCa. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-10275-2.
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Affiliation(s)
- Tae Jeong Oh
- Genomictree, Inc., 44-6 Techno 10-Ro Yuseong-Gu, Daejeon, 34027 Republic of Korea
| | - Eunkyung Lim
- Genomictree, Inc., 44-6 Techno 10-Ro Yuseong-Gu, Daejeon, 34027 Republic of Korea
| | - Bo-Ram Bang
- Promis Diagnostics Inc., 1 Post, Irvine, CA 92618 USA
| | | | - Yong Gil Na
- grid.254230.20000 0001 0722 6377Department of Urology, Chungnam National University College of Medicine, 266 Munhwa-Ro Jung-Gu, Daejeon, 35015 Republic of Korea
| | - Ju Hyun Shin
- grid.254230.20000 0001 0722 6377Department of Urology, Chungnam National University College of Medicine, 266 Munhwa-Ro Jung-Gu, Daejeon, 35015 Republic of Korea
| | - Jae Sung Lim
- grid.254230.20000 0001 0722 6377Department of Urology, Chungnam National University College of Medicine, 266 Munhwa-Ro Jung-Gu, Daejeon, 35015 Republic of Korea
| | - Ki Hak Song
- grid.254230.20000 0001 0722 6377Department of Urology, Chungnam National University College of Medicine, 266 Munhwa-Ro Jung-Gu, Daejeon, 35015 Republic of Korea
| | - Sungwhan An
- Genomictree, Inc., 44-6 Techno 10-Ro Yuseong-Gu, Daejeon, 34027 Republic of Korea ,Promis Diagnostics Inc., 1 Post, Irvine, CA 92618 USA
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5
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Dockx Y, Bijnens E, Saenen N, Aerts R, Aerts JM, Casas L, Delcloo A, Dendoncker N, Linard C, Plusquin M, Stas M, Van Nieuwenhuyse A, Van Orshoven J, Somers B, Nawrot T. Residential green space in association with the methylation status in a CpG site within the promoter region of the placental serotonin receptor HTR2A. Epigenetics 2022; 17:1863-1874. [PMID: 35723001 DOI: 10.1080/15592294.2022.2088464] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Green space could influence adult cognition and childhood neurodevelopment , and is hypothesized to be partly driven by epigenetic modifications. However, it remains unknown whether some of these associations are already evident during foetal development. Similar biological signals shape the developmental processes in the foetal brain and placenta.Therefore, we hypothesize that green space can modify epigenetic processes of cognition-related pathways in placental tissue, such as DNA-methylation of the serotonin receptor HTR2A. HTR2A-methylation was determined within 327 placentas from the ENVIRONAGE (ENVIRonmental influence ON early AGEing) birth cohort using bisulphite-PCR-pyrosequencing. Total green space exposure was calculated using high-resolution land cover data derived from the Green Map of Flanders in seven buffers (50 m-3 km) and stratified into low (<3 m) and high (≥3 m) vegetation. Residential nature was calculated using the Land use Map of Flanders. We performed multivariate regression models adjusted for several a priori chosen covariables. For an IQR increment in total green space within a 1,000 m, 2,000 m and 3,000 m buffer the methylation of HTR2A increased with 1.47% (95%CI:0.17;2.78), 1.52% (95%CI:0.21;2.83) and 1.42% (95%CI:0.15;2.69), respectively. Additionally,, we found 3.00% (95%CI:1.09;4.91) and 1.98% (95%CI:0.28;3.68) higher HTR2A-methylation when comparing residences with and without the presence of nature in a 50 m and 100 m buffer, respectively. The methylation status of HTR2A in placental tissue is positively associated with maternal green space exposure. Future research is needed to understand better how these epigenetic changes are related to functional modifications in the placenta and the consequent implications for foetal development.
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Affiliation(s)
- Yinthe Dockx
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Esmée Bijnens
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Nelly Saenen
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Raf Aerts
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.,Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Leuven, Belgium.,Risk and Health Impact Assessment, Sciensano (Belgian Institute of Health), Brussels, Belgium.,Division Ecology, Evolution and Biodiversity Conservation, KU Leuven, Leuven, Belgium.,Mycology and Aerobiology, Sciensano (Belgian Institute of Health), Brussels, Belgium
| | - Jean-Marie Aerts
- Division Animal and Human Health Engineering, Department of Biosystems (BIOSYST), KU LeuvenMeasure, Model & Manage Bioresponses (M3-BIORES), Leuven, Belgium
| | - Lidia Casas
- Center for Environment and Health, Department of Public Health, Leuven University (KU Leuven), Leuven, Belgium.,Social Epidemiology and Health Policy, Department of Family Medicine and Population Health, University of Antwerp, Antwerp, Belgium.,Institute for Environment and Sustainable Development (IMDO), University of Antwerp, Antwerp, Belgium
| | - Andy Delcloo
- Royal Meteorological Institute of Belgium, Brussels, Belgium.,Department of Physics and Astronomy, Ghent University, Gent, Belgium
| | - Nicolas Dendoncker
- Department of Geography, University of Namur, Namur, Belgium.,Institute for Life, Earth and Environment (ILEE), University of Namur, Namur, Belgium
| | - Catherine Linard
- Department of Geography, University of Namur, Namur, Belgium.,Institute for Life, Earth and Environment (ILEE), University of Namur, Namur, Belgium
| | - Michelle Plusquin
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium
| | - Michiel Stas
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Leuven, Belgium.,Division Animal and Human Health Engineering, Department of Biosystems (BIOSYST), KU LeuvenMeasure, Model & Manage Bioresponses (M3-BIORES), Leuven, Belgium
| | - An Van Nieuwenhuyse
- Center for Environment and Health, Department of Public Health, Leuven University (KU Leuven), Leuven, Belgium.,Department of Health Protection, Laboratoire national de santé (LNS), Dudelange, Luxembourg
| | - Jos Van Orshoven
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Leuven, Belgium
| | - Ben Somers
- Division Forest, Nature and Landscape, Department Earth and Environmental Sciences, KU Leuven, Leuven, Belgium
| | - Tim Nawrot
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium.,Center for Environment and Health, Department of Public Health, Leuven University (KU Leuven), Leuven, Belgium
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6
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Salaikumaran MR, Badiger VP, Burra VLSP. 16S rRNA Methyltransferases as Novel Drug Targets Against Tuberculosis. Protein J 2022; 41:97-130. [PMID: 35112243 DOI: 10.1007/s10930-021-10029-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/28/2021] [Indexed: 11/28/2022]
Abstract
Tuberculosis (TB) is an airborne infectious disease caused by Mycobacterium tuberculosis (M.tb) whose natural history traces back to 70,000 years. TB remains a major global health burden. Methylation is a type of post-replication, post-transcriptional and post-translational epi-genetic modification involved in transcription, translation, replication, tissue specific expression, embryonic development, genomic imprinting, genome stability and chromatin structure, protein protein interactions and signal transduction indicating its indispensable role in survival of a pathogen like M.tb. The pathogens use this epigenetic mechanism to develop resistance against certain drug molecules and survive the lethality. Drug resistance has become a major challenge to tackle and also a major concern raised by WHO. Methyltransferases are enzymes that catalyze the methylation of various substrates. None of the current TB targets belong to methyltransferases which provides therapeutic opportunities to develop novel drugs through studying methyltransferases as potential novel targets against TB. Targeting 16S rRNA methyltransferases serves two purposes simultaneously: a) translation inhibition and b) simultaneous elimination of the ability to methylate its substrates hence stopping the emergence of drug resistance strains. There are ~ 40 different rRNA methyltransferases and 13 different 16S rRNA specific methyltransferases which are unexplored and provide a huge opportunity for treatment of TB.
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Affiliation(s)
- M R Salaikumaran
- Centre for Advanced Research and Innovation in Structural Biology of Diseases, K L E F (Deemed To Be) University, Vaddeswaram, Andhra Pradesh, 522 502, India
| | - Veena P Badiger
- Centre for Advanced Research and Innovation in Structural Biology of Diseases, K L E F (Deemed To Be) University, Vaddeswaram, Andhra Pradesh, 522 502, India
| | - V L S Prasad Burra
- Centre for Advanced Research and Innovation in Structural Biology of Diseases, K L E F (Deemed To Be) University, Vaddeswaram, Andhra Pradesh, 522 502, India.
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Abstract
The polymerase chain reaction (PCR) is used to copy DNA in vitro for a variety of applications including amplifying a target DNA, mutating a base, adding tags, and sequencing by synthesis applications. Next-generation sequencing (NGS) is a DNA sequencing technology that has been applied to screening cancer and tissue variants, deep sequencing, and gene expression analysis, and more recently, it has been applied to DNA typing for human identification, estimating age, and detecting and differentiating body fluids. Body fluids are normally identified using color tests, microscopy, and immunochromatographic assays. Pyrosequencing is an NGS approach that has been applied to body fluid analysis. The pyrosequencing assays can detect one or several mixed body fluids by analysis of their tissue-specific differentially methylated regions (tDMRs). Here, the process of designing pyrosequencing primers for forensic biology applications is described.
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Affiliation(s)
- Kelly M Elkins
- TU Human Remains Identification Laboratory (THRIL), Chemistry Department, Forensic Science Program, Towson University, Towson, MD, USA.
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8
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Thong Z, Tan JYY, Loo ES, Phua YW, Chan XLS, Syn CKC. Artificial neural network, predictor variables and sensitivity threshold for DNA methylation-based age prediction using blood samples. Sci Rep 2021; 11:1744. [PMID: 33462351 PMCID: PMC7814006 DOI: 10.1038/s41598-021-81556-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Accepted: 12/29/2020] [Indexed: 12/21/2022] Open
Abstract
Regression models are often used to predict age of an individual based on methylation patterns. Artificial neural network (ANN) however was recently shown to be more accurate for age prediction. Additionally, the impact of ethnicity and sex on our previous regression model have not been studied. Furthermore, there is currently no age prediction study investigating the lower limit of input DNA at the bisulfite treatment stage prior to pyrosequencing. Herein, we evaluated both regression and ANN models, and the impact of ethnicity and sex on age prediction for 333 local blood samples using three loci on the pyrosequencing platform. Subsequently, we trained a one locus-based ANN model to reduce the amount of DNA used. We demonstrated that the ANN model has a higher accuracy of age prediction than the regression model. Additionally, we showed that ethnicity did not affect age prediction among local Chinese, Malays and Indians. Although the predicted age of males were marginally overestimated, sex did not impact the accuracy of age prediction. Lastly, we present a one locus, dual CpG model using 25 ng of input DNA that is sufficient for forensic age prediction. In conclusion, the two ANN models validated would be useful for age prediction to provide forensic intelligence leads.
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Affiliation(s)
- Zhonghui Thong
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore.
| | - Jolena Ying Ying Tan
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore
| | - Eileen Shuzhen Loo
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore
| | - Yu Wei Phua
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore
| | - Xavier Liang Shun Chan
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore
| | - Christopher Kiu-Choong Syn
- DNA Profiling Laboratory, Biology Division, Health Sciences Authority, 11 Outram Road, Singapore, 169078, Singapore
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9
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Jung SN, Kang YE, Lee GH, Liu L, Oh C, Jin YL, Lim MA, Lee K, Oh T, Won HR, Chang JW, Koo BS. Brn3a/Pou4f1 Functions as a Tumor Suppressor by Targeting c-MET/STAT3 Signaling in Thyroid Cancer. J Clin Endocrinol Metab 2020; 105:5849340. [PMID: 32474599 DOI: 10.1210/clinem/dgaa316] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Accepted: 05/22/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND Brn3a/Pou4f1 is a class IV POU domain-containing transcription factor and has been found to be expressed in a variety of cancers. However, the mechanism and action of Brn3a in thyroid cancer has not been investigated. PURPOSE To investigate the role of Brn3a in thyroid cancer progression and its clinical implication. METHODS We examined Brn3a expression status in patients with thyroid cancer and analyzed relationships between Brn3a expression and clinicopathological findings using The Cancer Genome Atlas (TCGA) database. For functional in vitro analysis, proliferation, migration, invasion assay, and Western blotting were performed after overexpression or suppression of Brn3a. RESULTS The promoter hypermethylation of Brn3a was found in patients with aggressive thyroid cancer and Brn3a was downregulated in tissues of patients with thyroid cancer. In TCGA database, the low-Brn3a-expression group revealed a more aggressive phenotype, including T stage and extrathyroid extension when compared with the high-Brn3a-expression group. Overexpression of Brn3a suppressed cell migration and invasion via regulation of epithelial-mesenchymal transition (EMT)-associated proteins in thyroid cancer cell lines. Brn3a overexpression also downregulated signal transducer and activator of transcription 3 (STAT3) signaling through suppression of tyrosine-protein kinase Met (c-MET). In contrast, knockdown of Brn3a by small interfering ribonucleic acid (siRNA) significantly increased cell migration and invasion through upregulation of c-MET/STAT3. These results imply that Brn3a suppresses tumor metastasis via c-MET/STAT3 inhibition and EMT suppression in thyroid cancer. CONCLUSIONS Our findings show that Brn3a is a potential tumor suppressor that leads to reduced cancer cell migration and invasion in thyroid cancer. Elucidation of the Brn3a-regulated cancer pathways may therefore provide novel therapeutic strategies to control thyroid cancer metastasis.
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Affiliation(s)
- Seung-Nam Jung
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Yea Eun Kang
- Department of Endocrinology and Metabolism, Chungnam National University College of Medicine, Daejeon, Korea
| | - Gun Ho Lee
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Lihua Liu
- Department of Medical Science, College of Medicine, Chungnam National University, Daejeon, Korea
| | - Chan Oh
- Department of Medical Science, College of Medicine, Chungnam National University, Daejeon, Korea
| | - Yan Li Jin
- Department of Medical Science, College of Medicine, Chungnam National University, Daejeon, Korea
| | - Mi Ae Lim
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Kyungmin Lee
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Taejeong Oh
- Research and Development Center, Genomictree Inc., Daejeon, Republic of Korea
| | - Ho-Ryun Won
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Jae Won Chang
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Bon Seok Koo
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
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10
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Pajares MJ, Palanca-Ballester C, Urtasun R, Alemany-Cosme E, Lahoz A, Sandoval J. Methods for analysis of specific DNA methylation status. Methods 2020; 187:3-12. [PMID: 32640317 DOI: 10.1016/j.ymeth.2020.06.021] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 06/16/2020] [Accepted: 06/28/2020] [Indexed: 01/08/2023] Open
Abstract
Methylation of CpG dinucleotides plays a crucial role in the regulation of gene expression and therefore in the development of different pathologies. Aberrant methylation has been associated to the majority of the diseases, including cancer, neurodegenerative, cardiovascular and autoimmune disorders. Analysis of DNA methylation patterns is crucial to understand the underlying molecular mechanism of these diseases. Moreover, DNA methylation patterns could be used as biomarker for clinical management, such as diagnosis, prognosis and treatment response. Nowadays, a variety of high throughput methods for DNA methylation have been developed to analyze the methylation status of a high number of CpGs at once or even the whole genome. However, identification of specific methylation patterns at specific loci is essential for validation and also as a tool for diagnosis. In this review, we describe the most commonly used approaches to evaluate specific DNA methylation. There are three main groups of techniques that allow the identification of specific regions that are differentially methylated: bisulfite conversion-based methods, restriction enzyme-based approaches, and affinity enrichment-based assays. In the first group, specific restriction enzymes recognize and cleave unmethylated DNA, leaving methylated sequences intact. Bisulfite conversion methods are the most popular approach to distinguish methylated and unmethylated DNA. Unmethylated cytosines are deaminated to uracil by sodium bisulfite treatment, while the methyl cytosines remain unconverted. In the last group, proteins with methylation binding domains or antibodies against methyl cytosines are used to recognize methylated DNA. In this review, we provide the theoretical basis and the framework of each technique as well as the analysis of their strength and the weaknesses.
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Affiliation(s)
- María J Pajares
- Biochemistry Area, Department of Health Science, Public University of Navarre, 31008 Pamplona, Spain; IDISNA Navarra's Health Research Institute, 31008 Pamplona, Spain
| | - Cora Palanca-Ballester
- Biomarkers and Precision Medicine Unit, Health Research Institute la Fe, 46026 Valencia, Spain
| | - Raquel Urtasun
- Biochemistry Area, Department of Health Science, Public University of Navarre, 31008 Pamplona, Spain
| | - Ester Alemany-Cosme
- Biomarkers and Precision Medicine Unit, Health Research Institute la Fe, 46026 Valencia, Spain
| | - Agustin Lahoz
- Biomarkers and Precision Medicine Unit, Health Research Institute la Fe, 46026 Valencia, Spain.
| | - Juan Sandoval
- Biomarkers and Precision Medicine Unit, Health Research Institute la Fe, 46026 Valencia, Spain; Epigenomics Core Facility, Health Research Institute la Fe, 46026 Valencia, Spain.
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11
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Activation of SIRT6 by DNA hypomethylating agents and clinical consequences on combination therapy in leukemia. Sci Rep 2020; 10:10325. [PMID: 32587297 PMCID: PMC7316973 DOI: 10.1038/s41598-020-67170-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 05/31/2020] [Indexed: 12/20/2022] Open
Abstract
The FDA-approved DNA hypomethylating agents (DHAs) like 5-azacytidine (5AC) and decitabine (DAC) demonstrate efficacy in the treatment of hematologic malignancies. Despite previous reports that showed histone acetylation changes upon using these agents, the exact mechanism underpinning these changes is unknown. In this study, we investigated the relative potency of the nucleoside analogs and non-nucleoside analogs DHAs on DNA methylation reversal using DNA pyrosequencing. Additionally, we screened their effect on the enzymatic activity of the histone deacetylase sirtuin family (SIRT1, SIRT2, SIRT3, SIRT5 and SIRT6) using both recombinant enzymes and nuclear lysates from leukemia cells. The nucleoside analogs (DAC, 5AC and zebularine) were the most potent DHAs and increased the enzymatic activity of SIRT6 without showing any significant increase in other sirtuin isoforms. ChIP-Seq analysis of bone marrow cells derived from six acute myeloid leukemia (AML) patients and treated with the nucleoside analog DAC induced genome-wide acetylation changes in H3K9, the physiological substrate for SIRT6. Data pooling from the six patients showed significant acetylation changes in 187 gene loci at different chromosomal regions including promoters, coding exons, introns and distal intergenic regions. Signaling pathway analysis showed that H3K9 acetylation changes are linked to AML-relevant signaling pathways like EGF/EGFR and Wnt/Hedgehog/Notch. To our knowledge, this is the first report to identify the nucleoside analogs DHAs as activators of SIRT6. Our findings provide a rationale against the combination of the nucleoside analogs DHAs with SIRT6 inhibitors or chemotherapeutic agents in AML due to the role of SIRT6 in maintaining genome integrity and DNA repair.
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12
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Kollert L, Schiele MA, Thiel C, Menke A, Deckert J, Domschke K. DNA hypomethylation of the Krüppel-like factor 11 (KLF11) gene promoter: a putative biomarker of depression comorbidity in panic disorder and of non-anxious depression? J Neural Transm (Vienna) 2020; 127:1539-1546. [PMID: 32524199 PMCID: PMC7578153 DOI: 10.1007/s00702-020-02216-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 06/02/2020] [Indexed: 01/10/2023]
Abstract
Panic disorder (PD) is one of the most common anxiety disorders and often occurs comorbidly with major depressive disorder (MDD). Altered methylation of the monoamine oxidase A (MAOA) gene has been implicated in the etiology of both PD and MDD. The Krüppel-like factor 11 (KLF11; alias TIEG2), an activating transcription factor of the MAOA gene, has been found to be increased in MDD, but has not yet been investigated in PD. In an effort to further delineate the effects of the KLF11–MAOA pathway in anxiety and affective disorders, KLF11 promoter methylation was analyzed via pyrosequencing of sodium bisulfite-treated DNA isolated from human peripheral blood in two independent samples of PD patients with or without comorbid MDD in a case–control design (sample 1: N = 120) as well as MDD patients with and without anxious depression (sample 2: N = 170). Additionally, in sample 1, KLF11 methylation was correlated with Beck Depression Inventory (BDI-II) scores. No overall association of KLF11 promoter methylation with PD was detected. However, PD patients with comorbid MDD showed significant hypomethylation relative to both healthy controls (p = 0.010) and PD patients without comorbid MDD (p = 0.008). Furthermore, KLF11 methylation was negatively correlated with BDI-II scores in PD patients (p = 0.013). MDD patients without anxious features showed nominally decreased KLF11 methylation in comparison to MDD patients with anxious depression (p = 0.052). The present results suggest KLF11 promoter hypomethylation as a potential epigenetic marker of MDD comorbidity in PD or of non-anxious depression, respectively, possibly constituting a differential pathomechanism in anxiety and mood disorders.
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Affiliation(s)
- Leonie Kollert
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Miriam A Schiele
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Christiane Thiel
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Andreas Menke
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Jürgen Deckert
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Katharina Domschke
- Department of Psychiatry and Psychotherapy, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany. .,Center for Basics in Neuromodulation, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
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13
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Sawkulycz X, Bradburn S, Robinson A, Payton A, Pendleton N, Murgatroyd C. Regulation of interleukin 6 by a polymorphic CpG within the frontal cortex in Alzheimer's disease. Neurobiol Aging 2020; 92:75-81. [PMID: 32408055 DOI: 10.1016/j.neurobiolaging.2020.04.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 04/06/2020] [Accepted: 04/07/2020] [Indexed: 12/19/2022]
Abstract
The cytokine interleukin 6 (IL-6) has been linked to the pathogenesis of Alzheimer's disease (AD). This is the first study to investigate the genetic and epigenetic interactions in the control of IL-6 in human brain and its relation to AD neuropathology in prefrontal cortex tissues from AD and controls genotyped for the SNP -174 C/G rs1800795, a polymorphic CpG in which the G allele creates a CpG site. Within CC homozygotes there were significantly higher brain levels of IL-6 protein compared to G allele carriers. The C allele that resulted in an absence of methylation at a CpG was also associated with significant changes in methylation at neighboring CpGs. Furthermore, there were significant differences in methylation between CC and CG/GG at CpG sites in the AD and control groups. That DNA methylation was altered in the brains by the presence of rs1800795, which further correlated with protein levels suggests the presence of a polymorphic CpG and genetic-epigenetic interactions in the regulation of IL-6 in the prefrontal cortex within AD brains.
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Affiliation(s)
- Xenia Sawkulycz
- Department of Life Sciences, Bioscience Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Steven Bradburn
- Department of Life Sciences, Bioscience Research Centre, Manchester Metropolitan University, Manchester, UK
| | - Andrew Robinson
- Division of Neuroscience & Experimental Psychology, Faculty of Biology, Medicine and Health, School of Biological Sciences, University of Manchester, Salford Royal Hospital, Salford, UK
| | - Antony Payton
- Division of Informatics, Imaging & Data Sciences, School of Health Sciences, The University of Manchester, Manchester, UK
| | - Neil Pendleton
- Division of Informatics, Imaging & Data Sciences, School of Health Sciences, The University of Manchester, Manchester, UK
| | - Chris Murgatroyd
- Department of Life Sciences, Bioscience Research Centre, Manchester Metropolitan University, Manchester, UK.
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14
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15
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Hulme B, Didikoglu A, Bradburn S, Robinson A, Canal M, Payton A, Pendleton N, Murgatroyd C. Epigenetic Regulation of BMAL1 with Sleep Disturbances and Alzheimer's Disease. J Alzheimers Dis 2020; 77:1783-1792. [PMID: 32925059 DOI: 10.3233/jad-200634] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND An early symptom of Alzheimer's disease (AD) is a disturbance of the circadian rhythm that is associated with disrupted sleep/wake cycles. OBJECTIVE To investigate if BMAL1, a key gene that drives the circadian cycle, is epigenetically regulated in brains in relation to longitudinal changes in cognition, sleep quality, and AD neuropathology. METHODS Frontal cortex tissues were acquired from the Manchester Brain Bank (N = 96). DNA methylation at six CpG sites at the promoter of BMAL1, determined using bisulfite pyrosequencing, was tested for associations with Braak stage, CERAD score and Thal phase, longitudinal changes in cognition, sleep measurements and cross-section measures of depressive symptoms (BDI score). RESULTS Methylation across all the CpGs strongly correlated with each other. We found increased CpG2 methylation with higher Braak (t(92), p = 0.015) and CERAD (t(94), p = 0.044) stages. No significance was found between longitudinal fluid intelligence, processing speed and memory tests, but methylation at CpG1 (r = 0.20, p = 0.05) and CpG4 (r = 0.20, p = 0.05) positively correlated with vocabulary. CpG2 positively correlated with cross-sectional fluid intelligence (r = 0.20 p = 0.05) and vocabulary (r = 0.22 p = 0.03). Though longitudinal analysis revealed no significance between sleep duration, midsleep and efficiency for any of the CpG sites, CpG3 (B = 0.03, 95% CI, p = 0.03) and CpG5 (B = 0.04, 95% CI, p = 0.01) significantly correlated with night wake. CpG4 correlated with depressive symptoms (B = -0.27, 95% CI, p = 0.02). CONCLUSION Methylation of BMAL1 associated with tau pathology, changes in cognitive measures, a measure of sleep and depressive symptoms, suggesting an involvement of the circadian cycle.
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Affiliation(s)
- Bethany Hulme
- Department of Life Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Altug Didikoglu
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, United Kingdom
| | - Steven Bradburn
- Department of Life Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Andrew Robinson
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, United Kingdom
| | - Maria Canal
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, United Kingdom
| | - Antony Payton
- Division of Informatics, Imaging and Data Sciences, School of Health Sciences, The University of Manchester, Manchester, United Kingdom
| | - Neil Pendleton
- Faculty of Biology, Medicine and Health, School of Biological Sciences, Division of Neuroscience and Experimental Psychology, University of Manchester, Manchester, United Kingdom
| | - Chris Murgatroyd
- Department of Life Sciences, Manchester Metropolitan University, Manchester, United Kingdom
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16
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Li L, Song F, Lang M, Hou J, Wang Z, Prinz M, Hou Y. Methylation-Based Age Prediction Using Pyrosequencing Platform from Seminal Stains in Han Chinese Males. J Forensic Sci 2019; 65:610-619. [PMID: 31498434 DOI: 10.1111/1556-4029.14186] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Revised: 08/13/2019] [Accepted: 08/14/2019] [Indexed: 01/10/2023]
Abstract
Various methods have been performed to predict an unknown individual's age from biological traces in forensic investigations. A considerably accurate age prediction for the semen donor can help narrow down the search in a sexual assault case. The aim of this study was to develop an assay for age prediction from seminal stains in Han Chinese males. We built a sperm-specific linear regression model using bisulfite pyrosequencing. Validations were conducted with a Mean Absolute Deviation from the chronological age (MAD) of 4.219 years in liquid semen, 4.158 years in fresh seminal stains, 4.393 years in aged seminal stains, and 3.880 years in mixed stains, respectively. Furthermore, our strategy enables accurate age prediction using a forensic casework sample. The strategy indicated that we produced an accurate and reliable age prediction tool for the semen donors in Han Chinese males for forensic purposes.
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Affiliation(s)
- Luyao Li
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Feng Song
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Min Lang
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Jiayi Hou
- Institute for Genomic Medicine, University of California, La Jolla, San Diego, CA, 92093
| | - Zheng Wang
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Mechthild Prinz
- Department of Sciences, John Jay College of Criminal Justice, New York, NY, 10019
| | - Yiping Hou
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
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17
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Chan D, Shao X, Dumargne MC, Aarabi M, Simon MM, Kwan T, Bailey JL, Robaire B, Kimmins S, San Gabriel MC, Zini A, Librach C, Moskovtsev S, Grundberg E, Bourque G, Pastinen T, Trasler JM. Customized MethylC-Capture Sequencing to Evaluate Variation in the Human Sperm DNA Methylome Representative of Altered Folate Metabolism. ENVIRONMENTAL HEALTH PERSPECTIVES 2019; 127:87002. [PMID: 31393794 PMCID: PMC6792365 DOI: 10.1289/ehp4812] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
BACKGROUND The sperm DNA methylation landscape is unique and critical for offspring health. If gamete-derived DNA methylation escapes reprograming in early embryos, epigenetic defects in sperm may be transmitted to the next generation. Current techniques to assess sperm DNA methylation show bias toward CpG-dense regions and do not target areas of dynamic methylation, those predicted to be environmentally sensitive and tunable regulatory elements. OBJECTIVES Our goal was to assess variation in human sperm DNA methylation and design a targeted capture panel to interrogate the human sperm methylome. METHODS To characterize variation in sperm DNA methylation, we performed whole genome bisulfite sequencing (WGBS) on an equimolar pool of sperm DNA from a wide cross section of 30 men varying in age, fertility status, methylenetetrahydrofolate reductase (MTHFR) genotype, and exposures. With our targeted capture panel, in individual samples, we examined the effect of MTHFR genotype ([Formula: see text] 677CC, [Formula: see text] 677TT), as well as high-dose folic acid supplementation ([Formula: see text], per genotype, before and after supplementation). RESULTS Through WGBS we discovered nearly 1 million CpGs possessing intermediate methylation levels (20-80%), termed dynamic sperm CpGs. These dynamic CpGs, along with 2 million commonly assessed CpGs, were used to customize a capture panel for targeted interrogation of the human sperm methylome and test its ability to detect effects of altered folate metabolism. As compared with MTHFR 677CC men, those with the 677TT genotype (50% decreased MTHFR activity) had both hyper- and hypomethylation in their sperm. High-dose folic acid supplement treatment exacerbated hypomethylation in MTHFR 677TT men compared with 677CC. In both cases, [Formula: see text] of altered methylation was found in dynamic sperm CpGs, uniquely measured by our assay. DISCUSSION Our sperm panel allowed the discovery of differential methylation following conditions affecting folate metabolism in novel dynamic sperm CpGs. Improved ability to examine variation in sperm DNA methylation can facilitate comprehensive studies of environment-epigenome interactions. https://doi.org/10.1289/EHP4812.
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Affiliation(s)
- Donovan Chan
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
| | - Xiaojian Shao
- Canadian Centre for Computational Genomics, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
| | - Marie-Charlotte Dumargne
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Department of Animal Sciences, McGill University, Montreal, Quebec, Canada
| | - Mahmoud Aarabi
- Medical Genetics & Genomics Laboratories, University of Pittsburgh Medical Center (UPMC) Magee-Womens Hospital, Pittsburgh, Pennsylvania, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | | | - Tony Kwan
- McGill University and Génome Québec Innovation Centre, Montreal, Quebec, Canada
| | - Janice L. Bailey
- Centre de recherche en reproduction, développement et santé intergénérationnelle, Université Laval, Faculté des sciences de l’agriculture et de l’alimentation, Quebec, Quebec, Canada
| | - Bernard Robaire
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Sarah Kimmins
- Department of Animal Sciences, McGill University, Montreal, Quebec, Canada
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Maria C. San Gabriel
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Urology, Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Armand Zini
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Division of Urology, Department of Surgery, McGill University, Montreal, Quebec, Canada
| | - Clifford Librach
- Canadian Reproductive Assisted Technology (CReATe) Fertility Centre, Toronto, Ontario, Canada
- Department of Obstetrics and Gynaecology, University of Toronto, Toronto, Ontario, Canada
| | - Sergey Moskovtsev
- Canadian Reproductive Assisted Technology (CReATe) Fertility Centre, Toronto, Ontario, Canada
- Department of Obstetrics and Gynaecology, University of Toronto, Toronto, Ontario, Canada
| | - Elin Grundberg
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Center for Pediatric Genomic Medicine, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Guillaume Bourque
- Canadian Centre for Computational Genomics, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
| | - Tomi Pastinen
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Center for Pediatric Genomic Medicine, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Jacquetta M. Trasler
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada
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18
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Palomeras S, Diaz-Lagares Á, Viñas G, Setien F, Ferreira HJ, Oliveras G, Crujeiras AB, Hernández A, Lum DH, Welm AL, Esteller M, Puig T. Epigenetic silencing of TGFBI confers resistance to trastuzumab in human breast cancer. Breast Cancer Res 2019; 21:79. [PMID: 31277676 PMCID: PMC6612099 DOI: 10.1186/s13058-019-1160-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 06/06/2019] [Indexed: 12/18/2022] Open
Abstract
Background Acquired resistance to trastuzumab is a major clinical problem in the treatment of HER2-positive (HER2+) breast cancer patients. The selection of trastuzumab-resistant patients is a great challenge of precision oncology. The aim of this study was to identify novel epigenetic biomarkers associated to trastuzumab resistance in HER2+ BC patients. Methods We performed a genome-wide DNA methylation (450K array) and a transcriptomic analysis (RNA-Seq) comparing trastuzumab-sensitive (SK) and trastuzumab-resistant (SKTR) HER2+ human breast cancer cell models. The methylation and expression levels of candidate genes were validated by bisulfite pyrosequencing and qRT-PCR, respectively. Functional assays were conducted in the SK and SKTR models by gene silencing and overexpression. Methylation analysis in 24 HER2+ human BC samples with complete response or non-response to trastuzumab-based treatment was conducted by bisulfite pyrosequencing. Results Epigenomic and transcriptomic analysis revealed the consistent hypermethylation and downregulation of TGFBI, CXCL2, and SLC38A1 genes in association with trastuzumab resistance. The DNA methylation and expression levels of these genes were validated in both sensitive and resistant models analyzed. Of the genes, TGFBI presented the highest hypermethylation-associated silencing both at the transcriptional and protein level. Ectopic expression of TGFBI in the SKTR model suggest an increased sensitivity to trastuzumab treatment. In primary tumors, TGFBI hypermethylation was significantly associated with trastuzumab resistance in HER2+ breast cancer patients. Conclusions Our results suggest for the first time an association between the epigenetic silencing of TGFBI by DNA methylation and trastuzumab resistance in HER2+ cell models. These results provide the basis for further clinical studies to validate the hypermethylation of TGFBI promoter as a biomarker of trastuzumab resistance in HER2+ breast cancer patients. Electronic supplementary material The online version of this article (10.1186/s13058-019-1160-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Sònia Palomeras
- New Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain
| | - Ángel Diaz-Lagares
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain.,Cancer Epigenomics, Translational Medical Oncology (Oncomet), Health Research Institute of Santiago (IDIS), University Clinical Hospital of Santiago(CHUS/SERGAS), CIBERONC, Santiago de Compostela, Spain
| | - Gemma Viñas
- New Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.,Medical Oncology Department, Catalan Institute of Oncology (ICO), Girona, Catalonia, Spain.,Girona Biomedical Research Institute (IDIBGI), E-17071, Girona, Catalonia, Spain
| | - Fernando Setien
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Humberto J Ferreira
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain
| | - Glòria Oliveras
- New Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.,Pathology Department, Dr. Josep Trueta Hospital and Catalan Institute of Health (ICS), E-17071, Girona, Catalonia, Spain
| | - Ana B Crujeiras
- Laboratory of Epigenomics in Endocrinology and Nutrition, Health Research Institute of Santiago (IDIS), University Clinical Hospital of Santiago (CHUS/SERGAS), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Santiago de Compostela, Spain
| | - Alejandro Hernández
- Medical Oncology Department, Catalan Institute of Oncology (ICO), Girona, Catalonia, Spain
| | - David H Lum
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, USA
| | - Alana L Welm
- Department of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, USA
| | - Manel Esteller
- Cancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain. .,Centro de Investigacion Biomedica en Red Cancer (CIBERONC), Madrid, Spain. .,Physiological Sciences Department, School of Medicine and Health Sciences, University of Barcelona (UB), Barcelona, Catalonia, Spain. .,Institucio Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain. .,Josep Carreras Leukaemia Research Institute (IJC), Badalona, Barcelona, Catalonia, Spain.
| | - Teresa Puig
- New Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.
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19
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Langevin SM, Kuhnell D, Niu L, Biesiada J, Leung YK, Deka R, Chen A, Medvedovic M, Kelsey KT, Kasper S, Zhang X. Comprehensive mapping of the methylation landscape of 16 CpG-dense regions in oral and pharyngeal squamous cell carcinoma. Epigenomics 2019; 11:987-1002. [PMID: 31215230 DOI: 10.2217/epi-2018-0172] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aim: The goal of this study was to comprehensively interrogate and map DNA methylation across 16 CpG-dense regions previously associated with oral and pharyngeal squamous cell carcinoma (OPSCC). Materials & methods: Targeted multiplex bisulfite amplicon sequencing was performed on four OPSCC cell lines and primary non-neoplastic oral epithelial cells. Real-time quantitative polymerase chain reaction (RT-qPCR) was performed for a subset of associated genes. Results: There was clear differential methylation between one or more OPSCC cell lines and control cells for the majority of CpG-dense regions. Conclusion: Targeted multiplex bisulfite amplicon sequencing allowed us to efficiently map methylation across the entire region of interest with a high degree of sensitivity and helps shed light on novel differentially methylated regions that may have value as biomarkers of OPSCC.
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Affiliation(s)
- Scott M Langevin
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA.,Cincinnati Cancer Center, Cincinnati, OH 45267, USA
| | - Damaris Kuhnell
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Liang Niu
- Division of Biostatistics & Bioinformatics, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Jacek Biesiada
- Division of Biostatistics & Bioinformatics, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Yuet-Kin Leung
- Cincinnati Cancer Center, Cincinnati, OH 45267, USA.,Division of Environmental Genetics & Molecular Toxicology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Ranjan Deka
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Aimin Chen
- Division of Epidemiology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Mario Medvedovic
- Cincinnati Cancer Center, Cincinnati, OH 45267, USA.,Division of Biostatistics & Bioinformatics, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Karl T Kelsey
- Department of Epidemiology, Brown University School of Public Health, Providence, RI 02912, USA.,Department of Pathology & Laboratory Medicine, Alpert Medical School, Brown University, Providence, RI 02912, USA
| | - Susan Kasper
- Cincinnati Cancer Center, Cincinnati, OH 45267, USA.,Division of Environmental Genetics & Molecular Toxicology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Xiang Zhang
- Cincinnati Cancer Center, Cincinnati, OH 45267, USA.,Division of Environmental Genetics & Molecular Toxicology, Department of Environmental Health, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
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Park YS, Kim DS, Cho SW, Park JW, Jeon SJ, Moon TJ, Kim SH, Son BK, Oh TJ, An S, Kim JH, Chae JD. Analysis of Syndecan-2 Methylation in Bowel Lavage Fluid for the Detection of Colorectal Neoplasm. Gut Liver 2019; 12:508-515. [PMID: 29730903 PMCID: PMC6143447 DOI: 10.5009/gnl17357] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 01/05/2018] [Accepted: 02/03/2018] [Indexed: 02/06/2023] Open
Abstract
Background/Aims Syndecan-2 (SDC2) methylation was previously reported as a sensitive serologic biomarker for the early detection of colorectal cancer (CRC). The purpose of this study was to investigate whether SDC2 methylation is detectable in precancerous lesions and to determine the feasibility of using SDC2 methylation for the detection of CRC and precancerous lesions in bowel lavage fluid (BLF). Methods A total of 190 BLF samples were collected from the rectum at the beginning of colonoscopy from patients with colorectal neoplasm and healthy normal individuals. Fourteen polypectomy specimens were obtained during colonoscopy. A bisulfite pyrosequencing assay and quantitative methylation-specific polymerase chain reaction were conducted to measure SDC2 methylation in tissues and BLF DNA. Results SDC2 methylation was positive in 100% of villous adenoma (VA) and high-grade dysplasia, and hyperplastic polyp samples; 88.9% of tubular adenoma samples; and 0% of normal mucosa samples. In the BLF DNA test forSDC2 methylation, the sensitivity for detecting CRC and VA was 80.0% and 64.7%, respectively, at a specificity of 88.9%. The BLF of patients with multiple tubular adenomas, single tubular adenoma and hyperplastic polyps showed 62.8%, 26.7% and 28.6% rates of methylation-positive SDC2, respectively. Conclusions Our results demonstrated that SDC2 methylation was a frequent event in precancerous lesions and showed high potential in BLF for detecting patients with colorectal neoplasm.
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Affiliation(s)
- Young Sook Park
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Dong Shin Kim
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Sang Woo Cho
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Jong Won Park
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Sang Jin Jeon
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Tae Ju Moon
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Seong Hwan Kim
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Byoung Kwan Son
- Division of Gastroenterology, Department of Internal Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | | | | | - Jeong Hwan Kim
- Department of Family Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
| | - Jeong Don Chae
- Department of Laboratory Medicine, Eulji General Hospital, Eulji University School of Medicine, Seoul, Korea
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Busato F, Dejeux E, El Abdalaoui H, Gut IG, Tost J. Quantitative DNA Methylation Analysis at Single-Nucleotide Resolution by Pyrosequencing®. Methods Mol Biol 2018; 1708:427-445. [PMID: 29224157 DOI: 10.1007/978-1-4939-7481-8_22] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Many protocols for gene-specific DNA methylation analysis are either labor intensive, not quantitative and/or limited to the measurement of the methylation status of only one or very few CpG positions. Pyrosequencing is a real-time sequencing technology that overcomes these limitations. After bisulfite modification of genomic DNA, a region of interest is amplified by PCR with one of the two primers being biotinylated. The PCR generated template is rendered single-stranded and a pyrosequencing primer is annealed to analyze quantitatively cytosine methylation. In comparative studies, pyrosequencing has been shown to be among the most accurate and reproducible technologies for locus-specific DNA methylation analyses and has become a widely used tool for the validation of DNA methylation changes identified in genome-wide studies as well as for locus-specific analyses with clinical impact such as methylation analysis of the MGMT promoter. Advantages of the Pyrosequencing technology are the ease of its implementation, the high quality and the quantitative nature of the results, and its ability to identify differentially methylated positions in close proximity.
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Affiliation(s)
- Florence Busato
- Laboratory for Epigenetics and Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie Francois Jacob, Bâtiment G2, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Emelyne Dejeux
- Laboratory for Epigenetics and Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie Francois Jacob, Bâtiment G2, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Hafida El Abdalaoui
- Laboratory for Epigenetics and Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie Francois Jacob, Bâtiment G2, 2 rue Gaston Crémieux, 91000, Evry, France
| | - Ivo Glynne Gut
- Biomedical Genomics Group, Centro Nacional de Analisis Genomico, CNAG-CRG, Center for Genomic Regulation, Barcelona Institute for Science and Technology, Barcelona, Spain
| | - Jörg Tost
- Laboratory for Epigenetics and Environment, Centre National de Recherche en Génomique Humaine, CEA-Institut de Biologie Francois Jacob, Bâtiment G2, 2 rue Gaston Crémieux, 91000, Evry, France.
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22
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Pyrosequencing quantified methylation level of BRCA1 promoter as prognostic factor for survival in breast cancer patient. Oncotarget 2018; 7:27499-510. [PMID: 27027444 PMCID: PMC5053667 DOI: 10.18632/oncotarget.8355] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2016] [Accepted: 03/16/2016] [Indexed: 12/11/2022] Open
Abstract
BRCA1 promoter methylation is an essential epigenetic transcriptional silencing mechanism, related to breast cancer (BC) occurrence and progression. We quantified the methylation level of BRCA1 promoter and evaluated its significance as prognostic and predictive factor. BRCA1 promoter methylation level was quantified by pyrosequencing in surgical cancerous and adjacent normal specimens from 154 BC patients. A follow up of 98 months was conducted to assess the correlation between BRCA1-methylation level vs. overall survival (OS) and disease free survival (DFS). The mean methylation level in BC tissues was significantly higher (mean 32.6%; median 31.9%) than in adjacent normal samples (mean 16.2%; median 13.0%) (P < 0.0001). Tumor stage (R = 0.6165, P < 0.0001) and size (R = 0.7328, P < 0.0001) were significantly correlated with the methylation level. Patients with unmethylated BRCA1 had a better OS and DFS compared to the methylated group (each P < 0.0001). BRCA1 promoter methylation level has a statistically significance on survival in BC patients (HazR = 1.465, P = 0.000) and is an independent prognostic factor for OS in BC patients (HazR = 2.042, P = 0.000). Patients with ductal type, HER2 negative, lymph node negative stage 1+2 tumors had a better OS and DFS. Classification of grades and molecular subtypes did not show any prognostic significance. Pyrosequencing is a precise and efficient method to quantify BRCA1 promoter methylation level, with a high potential for future clinical implication, as it identifies subgroups of patients with poorer prognosis.
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23
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Hayward BE, Kumari D, Usdin K. Recent advances in assays for the fragile X-related disorders. Hum Genet 2017; 136:1313-1327. [PMID: 28866801 DOI: 10.1007/s00439-017-1840-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 08/24/2017] [Indexed: 12/17/2022]
Abstract
The fragile X-related disorders are a group of three clinical conditions resulting from the instability of a CGG-repeat tract at the 5' end of the FMR1 transcript. Fragile X-associated tremor/ataxia syndrome (FXTAS) and fragile X-associated primary ovarian insufficiency (FXPOI) are disorders seen in carriers of FMR1 alleles with 55-200 repeats. Female carriers of these premutation (PM) alleles are also at risk of having a child who has an FMR1 allele with >200 repeats. Most of these full mutation (FM) alleles are epigenetically silenced resulting in a deficit of the FMR1 gene product, FMRP. This results in fragile X Syndrome (FXS), the most common heritable cause of intellectual disability and autism. The diagnosis and study of these disorders is challenging, in part because the detection of alleles with large repeat numbers has, until recently, been either time-consuming or unreliable. This problem is compounded by the mosaicism for repeat length and/or DNA methylation that is frequently seen in PM and FM carriers. Furthermore, since AGG interruptions in the repeat tract affect the risk that a FM allele will be maternally transmitted, the ability to accurately detect these interruptions in female PM carriers is an additional challenge that must be met. This review will discuss some of the pros and cons of some recently described assays for these disorders, including those that detect FMRP levels directly, as well as emerging technologies that promise to improve the diagnosis of these conditions and to be useful in both basic and translational research settings.
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Affiliation(s)
- Bruce E Hayward
- Section on Gene Structure and Disease, Laboratory of Cell and Molecular Biology, National Institute of Diabetes, Digestive and Kidney Diseases, Building 8, Room 2A19, National Institutes of Health, 8 Center Drive MSC 0830, Bethesda, MD, 20892, USA
| | - Daman Kumari
- Section on Gene Structure and Disease, Laboratory of Cell and Molecular Biology, National Institute of Diabetes, Digestive and Kidney Diseases, Building 8, Room 2A19, National Institutes of Health, 8 Center Drive MSC 0830, Bethesda, MD, 20892, USA
| | - Karen Usdin
- Section on Gene Structure and Disease, Laboratory of Cell and Molecular Biology, National Institute of Diabetes, Digestive and Kidney Diseases, Building 8, Room 2A19, National Institutes of Health, 8 Center Drive MSC 0830, Bethesda, MD, 20892, USA.
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24
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Vidaki A, Ballard D, Aliferi A, Miller TH, Barron LP, Syndercombe Court D. DNA methylation-based forensic age prediction using artificial neural networks and next generation sequencing. Forensic Sci Int Genet 2017; 28:225-236. [PMID: 28254385 PMCID: PMC5392537 DOI: 10.1016/j.fsigen.2017.02.009] [Citation(s) in RCA: 130] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 02/07/2017] [Accepted: 02/16/2017] [Indexed: 12/19/2022]
Abstract
The ability to estimate the age of the donor from recovered biological material at a crime scene can be of substantial value in forensic investigations. Aging can be complex and is associated with various molecular modifications in cells that accumulate over a person's lifetime including epigenetic patterns. The aim of this study was to use age-specific DNA methylation patterns to generate an accurate model for the prediction of chronological age using data from whole blood. In total, 45 age-associated CpG sites were selected based on their reported age coefficients in a previous extensive study and investigated using publicly available methylation data obtained from 1156 whole blood samples (aged 2-90 years) analysed with Illumina's genome-wide methylation platforms (27K/450K). Applying stepwise regression for variable selection, 23 of these CpG sites were identified that could significantly contribute to age prediction modelling and multiple regression analysis carried out with these markers provided an accurate prediction of age (R2=0.92, mean absolute error (MAE)=4.6 years). However, applying machine learning, and more specifically a generalised regression neural network model, the age prediction significantly improved (R2=0.96) with a MAE=3.3 years for the training set and 4.4 years for a blind test set of 231 cases. The machine learning approach used 16 CpG sites, located in 16 different genomic regions, with the top 3 predictors of age belonged to the genes NHLRC1, SCGN and CSNK1D. The proposed model was further tested using independent cohorts of 53 monozygotic twins (MAE=7.1 years) and a cohort of 1011 disease state individuals (MAE=7.2 years). Furthermore, we highlighted the age markers' potential applicability in samples other than blood by predicting age with similar accuracy in 265 saliva samples (R2=0.96) with a MAE=3.2 years (training set) and 4.0 years (blind test). In an attempt to create a sensitive and accurate age prediction test, a next generation sequencing (NGS)-based method able to quantify the methylation status of the selected 16 CpG sites was developed using the Illumina MiSeq® platform. The method was validated using DNA standards of known methylation levels and the age prediction accuracy has been initially assessed in a set of 46 whole blood samples. Although the resulted prediction accuracy using the NGS data was lower compared to the original model (MAE=7.5years), it is expected that future optimization of our strategy to account for technical variation as well as increasing the sample size will improve both the prediction accuracy and reproducibility.
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Affiliation(s)
- Athina Vidaki
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK.
| | - David Ballard
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK.
| | - Anastasia Aliferi
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK
| | - Thomas H Miller
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK
| | - Leon P Barron
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK
| | - Denise Syndercombe Court
- Department of Pharmacy and Forensic Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK
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25
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Saenen ND, Vrijens K, Janssen BG, Roels HA, Neven KY, Vanden Berghe W, Gyselaers W, Vanpoucke C, Lefebvre W, De Boever P, Nawrot TS. Lower Placental Leptin Promoter Methylation in Association with Fine Particulate Matter Air Pollution during Pregnancy and Placental Nitrosative Stress at Birth in the ENVIRONAGE Cohort. ENVIRONMENTAL HEALTH PERSPECTIVES 2017; 125:262-268. [PMID: 27623604 PMCID: PMC5289914 DOI: 10.1289/ehp38] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 08/13/2016] [Accepted: 08/18/2016] [Indexed: 05/02/2023]
Abstract
BACKGROUND Particulate matter with a diameter ≤ 2.5 μm (PM2.5) affects human fetal development during pregnancy. Oxidative stress is a putative mechanism by which PM2.5 may exert its effects. Leptin (LEP) is an energy-regulating hormone involved in fetal growth and development. OBJECTIVES We investigated in placental tissue whether DNA methylation of the LEP promoter is associated with PM2.5 and whether the oxidative/nitrosative stress biomarker 3-nitrotyrosine (3-NTp) is involved. METHODS LEP DNA methylation status of 361 placentas from the ENVIRONAGE birth cohort was assessed using bisulfite-PCR-pyrosequencing. Placental 3-NTp (n = 313) was determined with an ELISA assay. Daily PM2.5 exposure levels were estimated for each mother's residence, accounting for residential mobility during pregnancy, using a spatiotemporal interpolation model. RESULTS After adjustment for a priori chosen covariates, placental LEP methylation was 1.4% lower (95% CI: -2.7, -0.19%) in association with an interquartile range increment (7.5 μg/m3) in second-trimester PM2.5 exposure and 0.43% lower (95% CI: -0.85, -0.02%) in association with a doubling of placental 3-NTp content. CONCLUSIONS LEP methylation status in the placenta was negatively associated with PM2.5 exposure during the second trimester, and with placental 3-NTp, a marker of oxidative/nitrosative stress. Additional research is needed to confirm our findings and to assess whether oxidative/nitrosative stress might contribute to associations between PM2.5 and placental epigenetic events. Potential consequences for health during the neonatal period and later in life warrant further exploration. Citation: Saenen ND, Vrijens K, Janssen BG, Roels HA, Neven KY, Vanden Berghe W, Gyselaers W, Vanpoucke C, Lefebvre W, De Boever P, Nawrot TS. 2017. Lower placental leptin promoter methylation in association with fine particulate matter air pollution during pregnancy and placental nitrosative stress at birth in the ENVIRONAGE cohort. Environ Health Perspect 125:262-268; http://dx.doi.org/10.1289/EHP38.
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Affiliation(s)
- Nelly D. Saenen
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Karen Vrijens
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Bram G. Janssen
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Harry A. Roels
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
- Louvain Centre for Toxicology and Applied Pharmacology (LTAP), Université catholique de Louvain, Brussels, Belgium
| | - Kristof Y. Neven
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
| | - Wim Vanden Berghe
- Department of Biomedical Sciences, Laboratory of Protein Chemistry, Proteomics and Epigenetic Signaling (PPES), University of Antwerp, Antwerp, Belgium
| | - Wilfried Gyselaers
- Biomedical Research Institute, Hasselt University, Hasselt, Belgium
- Department of Obstetrics, East-Limburg Hospital, Genk, Belgium
| | | | | | - Patrick De Boever
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
- Flemish Institute for Technological Research, Mol, Belgium
| | - Tim S. Nawrot
- Centre for Environmental Sciences, Hasselt University, Hasselt, Belgium
- Centre for Environment and Health, Leuven University, Leuven, Belgium
- Address correspondence to T.S. Nawrot, Centre for Environmental Sciences, Agoralaan Building D, 3590 Diepenbeek, Belgium, Telephone: 32-11-268382. E-mail:
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Pechalrieu D, Etievant C, Arimondo PB. DNA methyltransferase inhibitors in cancer: From pharmacology to translational studies. Biochem Pharmacol 2016; 129:1-13. [PMID: 27956110 DOI: 10.1016/j.bcp.2016.12.004] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 12/07/2016] [Indexed: 12/31/2022]
Abstract
DNA methylation is a mammalian epigenetic mark that participates to define where and when genes are expressed, both in normal cells and in the context of diseases. Like other epigenetic marks, it is reversible and can be modulated by chemical agents. Because it plays an important role in cancer by silencing certain genes, such as tumour suppressor genes, it is a promising therapeutic target. Two compounds are already approved to treat haematological cancers, and many efforts have been carried out to discover new molecules that inhibit DNA methyltransferases, the enzymes responsible for DNA methylation. Here, we analyse the molecular mechanisms and cellular pharmacology of these inhibitors, pointing out the necessity for new pharmacological models and paradigms. The parameters of pharmacological responses need to be redefined: the aim is cellular reprogramming rather than general cytotoxicity. Thus, "epigenetic" rather than cytotoxic dosages are defined. Another issue is the delay of the response: cellular reprogramming can take several generations to produce observable phenotypes. Is this compatible with laboratory scale experiments? Finally, it is important to consider the specificity for cancer cells compared to normal cells and the appearance of resistance. We also discuss different techniques that are used and the selection of pharmacological models.
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Affiliation(s)
- Dany Pechalrieu
- Unité de Service et de Recherche CNRS-Pierre Fabre USR3388, CNRS FRE3600, ETaC, Epigenetic Targeting of Cancer, Toulouse, France
| | - Chantal Etievant
- Unité de Service et de Recherche CNRS-Pierre Fabre USR3388, CNRS FRE3600, ETaC, Epigenetic Targeting of Cancer, Toulouse, France
| | - Paola B Arimondo
- Unité de Service et de Recherche CNRS-Pierre Fabre USR3388, CNRS FRE3600, ETaC, Epigenetic Targeting of Cancer, Toulouse, France.
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Kim MK, Lee IH, Lee KH, Lee YK, So KA, Hong SR, Hwang CS, Kee MK, Rhee JE, Kang C, Hur SY, Park JS, Kim TJ. DNA methylation in human papillomavirus-infected cervical cells is elevated in high-grade squamous intraepithelial lesions and cancer. J Gynecol Oncol 2016; 27:e14. [PMID: 26768780 PMCID: PMC4717219 DOI: 10.3802/jgo.2016.27.e14] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 10/12/2015] [Accepted: 10/30/2015] [Indexed: 11/30/2022] Open
Abstract
Objective DNA methylation has been shown to be a potential biomarker for early cancer detection. The aim of this study was to evaluate DNA methylation profiles according to liquid-based Pap (LBP) test results and to assess their diagnostic value in a Korean population. Methods A total of 205 patients with various Papanicolaou test results were enrolled to this study (negative, 26; atypical squamous cells of undetermined significance, 39; low grade squamous intraepithelial lesion, 44; high grade squamous intraepithelial lesion (HSIL), 48; and cancer, 48). DNA methylation analysis of four genes, ADCYAP1, PAX1, MAL, and CADM1, was performed on residual cervical cells from LBP samples using a quantitative bisulfite pyrosequencing method. To evaluate the diagnostic performance of the four methylated genes for cancer detection, receiver operating characteristic (ROC) curves were drawn. Sensitivities and specificities were also tested at cutoffs determined from the ROC curves. Results Cervical cancer cells showed dramatically increased methylation levels for the four genes analyzed. ADCYAP1 and PAX1 also trended toward elevated methylation levels in HSIL samples, although the levels were much lower than those in cancer cells. The sensitivities of methylated ADCYAP1, PAX1, MAL, and CADM1 for the detection of cancer were 79.2%, 75.0%, 70.8%, and 52.1%, and the specificities were 92.0%, 94.0%, 94.7%, and 94.0%, respectively. Methylated ADCYAP1 and PAX1 demonstrated relatively better discriminatory ability than did methylated MAL and CADM1 (area under the curves 0.911 and 0.916 vs. 0.854 and 0.756, respectively). Conclusion DNA methylation status, especially in the ADCYAP1 and PAX1 genes, showed relatively good specificity, ranging from 90% to 94%. The possible additive and complementary roles of DNA methylation testing with respect to conventional cervical cancer screening programs will need to be validated in prospective population-based studies.
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Affiliation(s)
- Mi-Kyung Kim
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - In-Ho Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Ki-Heon Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Yoo Kyung Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Kyeong A So
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Sung Ran Hong
- Department of Pathology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Chang-Sun Hwang
- Human Resource Biobank, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Mee-Kyung Kee
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Jee Eun Rhee
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Chun Kang
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Soo Young Hur
- Department of Obstetrics and Gynecology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jong Sup Park
- Department of Obstetrics and Gynecology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Tae-Jin Kim
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea.
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Vidaki A, Giangasparo F, Syndercombe Court D. Discovery of potential DNA methylation markers for forensic tissue identification using bisulphite pyrosequencing. Electrophoresis 2016; 37:2767-2779. [DOI: 10.1002/elps.201600261] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 08/21/2016] [Accepted: 08/22/2016] [Indexed: 11/11/2022]
Affiliation(s)
- Athina Vidaki
- Department of Pharmacy and Forensic Science; King's College London; Franklin-Wilkins Building London UK
| | - Federica Giangasparo
- Department of Pharmacy and Forensic Science; King's College London; Franklin-Wilkins Building London UK
| | - Denise Syndercombe Court
- Department of Pharmacy and Forensic Science; King's College London; Franklin-Wilkins Building London UK
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Pandey RV, Pulverer W, Kallmeyer R, Beikircher G, Pabinger S, Kriegner A, Weinhäusel A. MSP-HTPrimer: a high-throughput primer design tool to improve assay design for DNA methylation analysis in epigenetics. Clin Epigenetics 2016; 8:101. [PMID: 27688817 PMCID: PMC5031341 DOI: 10.1186/s13148-016-0269-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Accepted: 09/16/2016] [Indexed: 02/08/2023] Open
Abstract
Background Bisulfite (BS) conversion-based and methylation-sensitive restriction enzyme (MSRE)-based PCR methods have been the most commonly used techniques for locus-specific DNA methylation analysis. However, both methods have advantages and limitations. Thus, an integrated approach would be extremely useful to quantify the DNA methylation status successfully with great sensitivity and specificity. Designing specific and optimized primers for target regions is the most critical and challenging step in obtaining the adequate DNA methylation results using PCR-based methods. Currently, no integrated, optimized, and high-throughput methylation-specific primer design software methods are available for both BS- and MSRE-based methods. Therefore an integrated, powerful, and easy-to-use methylation-specific primer design pipeline with great accuracy and success rate will be very useful. Results We have developed a new web-based pipeline, called MSP-HTPrimer, to design primers pairs for MSP, BSP, pyrosequencing, COBRA, and MSRE assays on both genomic strands. First, our pipeline converts all target sequences into bisulfite-treated templates for both forward and reverse strand and designs all possible primer pairs, followed by filtering for single nucleotide polymorphisms (SNPs) and known repeat regions. Next, each primer pairs are annotated with the upstream and downstream RefSeq genes, CpG island, and cut sites (for COBRA and MSRE). Finally, MSP-HTPrimer selects specific primers from both strands based on custom and user-defined hierarchical selection criteria. MSP-HTPrimer produces a primer pair summary output table in TXT and HTML format for display and UCSC custom tracks for resulting primer pairs in GTF format. Conclusions MSP-HTPrimer is an integrated, web-based, and high-throughput pipeline and has no limitation on the number and size of target sequences and designs MSP, BSP, pyrosequencing, COBRA, and MSRE assays. It is the only pipeline, which automatically designs primers on both genomic strands to increase the success rate. It is a standalone web-based pipeline, which is fully configured within a virtual machine and thus can be readily used without any configuration. We have experimentally validated primer pairs designed by our pipeline and shown a very high success rate of primer pairs: out of 66 BSP primer pairs, 63 were successfully validated without any further optimization step and using the same qPCR conditions. The MSP-HTPrimer pipeline is freely available from http://sourceforge.net/p/msp-htprimer. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0269-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ram Vinay Pandey
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria ; Institut für Populationsgenetik, Vetmeduni Vienna, Veterinärplatz 1, Vienna, A-1210 Austria
| | - Walter Pulverer
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
| | - Rainer Kallmeyer
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
| | - Gabriel Beikircher
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
| | - Stephan Pabinger
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
| | - Albert Kriegner
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
| | - Andreas Weinhäusel
- Health and Environment Department, Molecular Diagnostics, Austrian Institute of Technology GmbH, Vienna, Austria
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Tabano S, Bonaparte E, Miozzo M. Detection of Loss of Imprinting by Pyrosequencing®. Methods Mol Biol 2016; 1315:241-58. [PMID: 26103904 DOI: 10.1007/978-1-4939-2715-9_18] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Genomic imprinting is an epigenetically regulated process determining allele-specific expression in a parent-of-origin dependent manner. Altered expression of imprinted genes characterizes numerous congenital diseases including Beckwith-Wiedemann, Silver-Russell, Angelman, and Prader-Willi syndromes as well as acquired disorders such as cancer. The detection of imprinting alterations has important translational implications in clinics and the application of the Pyrosequencing(®) technology offers the possibility to identify accurately also subtle modifications in allele-specific expression and in DNA methylation levels.Here, we describe two methods to investigate genomic imprinting defects (loss of imprinting, LOI) using Pyrosequencing: (1) Allele-specific expression analysis based on single nucleotide polymorphism (SNP), and (2) quantification of DNA methylation.The protocol for the quantification of the allele-specific expression is carried out by analyzing an informative SNP located within the transcribed portion of an imprinted gene. The method includes the cDNA amplification of the region containing the SNP and the Pyrosequencing-based analysis for the quantitative allelic discrimination comparing the ratio of the two alleles.The second protocol allows the accurate quantification of the DNA methylation levels at the Imprinting Control Regions (ICRs). Imprinted genes are clustered in chromosomal regions and their expression is mainly regulated by DNA methylation at CpG sites located within the ICRs. After bisulfite modification of the genomic DNA, the region of interest is amplified by PCR and analyzed by Pyrosequencing. The methylation value at each CpG site is calculated by the CpG software, which determines the ratio of the incorporation of "C" and "T" and converts the value in methylation percentage.
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Affiliation(s)
- Silvia Tabano
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Via Festa Del Perdono 7, Milan, 20122, Italy
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Grasso C, Trevisan M, Fiano V, Tarallo V, De Marco L, Sacerdote C, Richiardi L, Merletti F, Gillio-Tos A. Performance of Different Analytical Software Packages in Quantification of DNA Methylation by Pyrosequencing. PLoS One 2016; 11:e0150483. [PMID: 26934703 PMCID: PMC4775062 DOI: 10.1371/journal.pone.0150483] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 02/14/2016] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Pyrosequencing has emerged as an alternative method of nucleic acid sequencing, well suited for many applications which aim to characterize single nucleotide polymorphisms, mutations, microbial types and CpG methylation in the target DNA. The commercially available pyrosequencing systems can harbor two different types of software which allow analysis in AQ or CpG mode, respectively, both widely employed for DNA methylation analysis. OBJECTIVE Aim of the study was to assess the performance for DNA methylation analysis at CpG sites of the two pyrosequencing software which allow analysis in AQ or CpG mode, respectively. Despite CpG mode having been specifically generated for CpG methylation quantification, many investigations on this topic have been carried out with AQ mode. As proof of equivalent performance of the two software for this type of analysis is not available, the focus of this paper was to evaluate if the two modes currently used for CpG methylation assessment by pyrosequencing may give overlapping results. METHODS We compared the performance of the two software in quantifying DNA methylation in the promoter of selected genes (GSTP1, MGMT, LINE-1) by testing two case series which include DNA from paraffin embedded prostate cancer tissues (PC study, N = 36) and DNA from blood fractions of healthy people (DD study, N = 28), respectively. RESULTS We found discrepancy in the two pyrosequencing software-based quality assignment of DNA methylation assays. Compared to the software for analysis in the AQ mode, less permissive criteria are supported by the Pyro Q-CpG software, which enables analysis in CpG mode. CpG mode warns the operators about potential unsatisfactory performance of the assay and ensures a more accurate quantitative evaluation of DNA methylation at CpG sites. CONCLUSION The implementation of CpG mode is strongly advisable in order to improve the reliability of the methylation analysis results achievable by pyrosequencing.
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Affiliation(s)
- Chiara Grasso
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Morena Trevisan
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Valentina Fiano
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Valentina Tarallo
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Laura De Marco
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
- Cancer Epidemiology Unit, Department of Medical Sciences, City of Health and Science Hospital, Turin, Italy
| | - Carlotta Sacerdote
- Cancer Epidemiology Unit, Department of Medical Sciences, City of Health and Science Hospital, Turin, Italy
| | - Lorenzo Richiardi
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Franco Merletti
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
- Cancer Epidemiology Unit, Department of Medical Sciences, City of Health and Science Hospital, Turin, Italy
| | - Anna Gillio-Tos
- Cancer Epidemiology Unit – C.E.R.M.S, Department of Medical Sciences, University of Turin, Turin, Italy
- * E-mail:
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Huang Y, Yan J, Hou J, Fu X, Li L, Hou Y. Developing a DNA methylation assay for human age prediction in blood and bloodstain. Forensic Sci Int Genet 2015; 17:129-136. [DOI: 10.1016/j.fsigen.2015.05.007] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 05/05/2015] [Accepted: 05/06/2015] [Indexed: 12/13/2022]
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Houde AA, Légaré C, Biron S, Lescelleur O, Biertho L, Marceau S, Tchernof A, Vohl MC, Hivert MF, Bouchard L. Leptin and adiponectin DNA methylation levels in adipose tissues and blood cells are associated with BMI, waist girth and LDL-cholesterol levels in severely obese men and women. BMC MEDICAL GENETICS 2015; 16:29. [PMID: 25929254 PMCID: PMC4631085 DOI: 10.1186/s12881-015-0174-1] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Accepted: 04/22/2015] [Indexed: 12/26/2022]
Abstract
BACKGROUND Leptin (LEP) and adiponectin (ADIPOQ) genes encode adipokines that are mainly secreted by adipose tissues, involved in energy balance and suspected to play a role in the pathways linking adiposity to impaired glucose and insulin homeostasis. We have thus hypothesized that LEP and ADIPOQ DNA methylation changes might be involved in obesity development and its related complications. The objective of this study was to assess whether LEP and ADIPOQ DNA methylation levels measured in subcutaneous (SAT) and visceral adipose tissues (VAT) are associated with anthropometric measures and metabolic profile in severely obese men and women. These analyses were repeated with DNA methylation profiles from blood cells obtained from the same individuals to determine whether they showed similarities. METHODS Paired SAT, VAT and blood samples were obtained from 73 severely obese patients undergoing a bioliopancreatic diversion with duodenal switch. LEP and ADIPOQ DNA methylation and mRNA levels were quantified using bisulfite-pyrosequencing and qRT-PCR respectively. Pearson's correlation coefficients were computed to determine the associations between LEP and ADIPOQ DNA methylation levels, anthropometric measures and metabolic profile. RESULTS DNA methylation levels at the ADIPOQ gene locus in SAT was positively associated with BMI and waist girth whereas LEP DNA methylation levels in blood cells were negatively associated with body mass index (BMI). Fasting LDL-C levels were found to be positively correlated with DNA methylation levels at LEP-CpG11 and -CpG17 in blood and SAT and with ADIPOQ DNA methylation levels in SAT (CpGE1 and CpGE3) and VAT (CpGE1). CONCLUSIONS These results confirm that LEP and ADIPOQ epigenetic profiles are associated with obesity. We also report associations between LDL-C levels and both LEP and ADIPOQ DNA methylation levels suggesting that LDL-C might regulate their epigenetic profiles in adipose tissues. Furthermore, similar correlations were observed between LDL-C and LEP blood DNA methylation levels suggesting a common regulatory pathway of DNA methylation in both adipose tissues and blood.
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Affiliation(s)
- Andrée-Anne Houde
- Department of Biochemistry, Université de Sherbrooke, Sherbrooke, QC, Canada.
- ECOGENE-21 and Clinical Research Center and Lipid Clinic, Chicoutimi Hospital, Saguenay, QC, Canada.
| | - Cécilia Légaré
- Department of Biochemistry, Université de Sherbrooke, Sherbrooke, QC, Canada.
- ECOGENE-21 and Clinical Research Center and Lipid Clinic, Chicoutimi Hospital, Saguenay, QC, Canada.
| | - Simon Biron
- Quebec Heart and Lung Institute, Quebec, Canada.
- Department of Surgery, Laval University, Quebec, Canada.
| | - Odette Lescelleur
- Quebec Heart and Lung Institute, Quebec, Canada.
- Department of Surgery, Laval University, Quebec, Canada.
| | - Laurent Biertho
- Quebec Heart and Lung Institute, Quebec, Canada.
- Department of Surgery, Laval University, Quebec, Canada.
| | - Simon Marceau
- Quebec Heart and Lung Institute, Quebec, Canada.
- Department of Surgery, Laval University, Quebec, Canada.
| | - André Tchernof
- Quebec Heart and Lung Institute, Quebec, Canada.
- Axe Endocrinologie et Néphrologie, Centre de recherche du CHU de Québec, Quebec, QC, Canada.
- Department of Food Science and Nutrition, Laval University, Québec, QC, Canada.
| | - Marie-Claude Vohl
- Axe Endocrinologie et Néphrologie, Centre de recherche du CHU de Québec, Quebec, QC, Canada.
- Department of Food Science and Nutrition, Laval University, Québec, QC, Canada.
- Institute of Nutrition & Functional Foods, Université Laval, Quebec, QC, Canada.
| | - Marie-France Hivert
- Department of Medicine, Division of Endocrinology, Université de Sherbrooke, Sherbrooke, QC, Canada.
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, MA, USA.
- General Medicine Division, Massachusetts General Hospital, Boston, MA, USA.
| | - Luigi Bouchard
- Department of Biochemistry, Université de Sherbrooke, Sherbrooke, QC, Canada.
- ECOGENE-21 and Clinical Research Center and Lipid Clinic, Chicoutimi Hospital, Saguenay, QC, Canada.
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Placental lipoprotein lipase DNA methylation levels are associated with gestational diabetes mellitus and maternal and cord blood lipid profiles. J Dev Orig Health Dis 2015; 5:132-41. [PMID: 24847699 DOI: 10.1017/s2040174414000038] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Placental lipoprotein lipase (LPL) is crucial for placental lipid transfer. Impaired LPL gene expression and activity were reported in pregnancies complicated by gestational diabetes mellitus (GDM) and intra-uterine growth restriction. We hypothesized that placental LPL DNA methylation is altered by maternal metabolic status and could contribute to fetal programming. The objective of this study was thus to assess whether placental LPL DNA methylation is associated with GDM and both maternal and newborn lipid profiles. Placenta biopsies were sampled at delivery from 126 women including 27 women with GDM diagnosed following a post 75 g-oral glucose tolerance test (OGTT) between weeks 24 and 28 of gestation. Placental LPL DNA methylation and expression levels were determined using bisulfite pyrosequencing and quantitative real-time PCR, respectively. DNA methylation levels within LPL proximal promoter region (CpG1) and intron 1 CpG island (CpGs 2 and 3) were lower in placenta of women with GDM. DNA methylation levels at LPL-CpG1 and CpG3 were also negatively correlated with maternal glucose (2-h post OGTT; r=-0.22; P=0.02) and HDL-cholesterol levels (third trimester of pregnancy; r=-0.20; p=0.03), respectively. Moreover, we report correlation between LPL-CpG2 DNA methylation and cord blood lipid profile. DNA methylation levels within intron 1 CpG island explained up to 26% (r⩽-0.51; P<0.001) of placental LPL mRNA expression variance. Overall, we showed that maternal metabolic profile is associated with placental LPL DNA methylation dysregulation. Our results suggest that site-specific LPL epipolymorphisms in the placenta are possibly functional and could potentially be involved in determining the future metabolic health of the newborn.
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Kristensen LS, Johansen JV, Grønbæk K. Allele-Specific DNA Methylation Detection by Pyrosequencing®. Methods Mol Biol 2015; 1315:271-289. [PMID: 26103906 DOI: 10.1007/978-1-4939-2715-9_20] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
DNA methylation is an epigenetic modification that plays important roles in healthy as well as diseased cells, by influencing the transcription of genes. In spite the fact that human somatic cells are diploid, most of the currently available methods for the study of DNA methylation do not provide information on the methylation status of individual alleles of genes. This information may be of importance in many situations. In particular, in cancer both alleles of tumour suppressor genes generally need to be inactivated for a phenotypic effect to be observed. Here, we present a simple and cost-effective protocol for allele-specific DNA methylation detection based on Pyrosequencing(®) of methylation-specific PCR (MSP) products including a single nucleotide polymorphism (SNP) within the amplicon.
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Couldrey C, Cave V. Assessing DNA methylation levels in animals: choosing the right tool for the job. Anim Genet 2014; 45 Suppl 1:15-24. [PMID: 24990588 DOI: 10.1111/age.12186] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/09/2013] [Indexed: 12/16/2022]
Abstract
Selection of agricultural animals for improved performance based on genetics has seen significant progress made over the past few decades. Further improvements are likely by combining genetic selection with epigenetic selection or manipulation. However, before this can be undertaken, an understanding of epigenetic mechanisms is required, and this can be obtained only by precise and accurate analysis of epigenetic patterns. Even when one only considers a single epigenetic modification such as DNA methylation, the last 10 years have seen a wide array of technologies developed. For scientists whose primary training is in a field other than epigenetics, the choices can be confusing, and it can be challenging to determine which technology is best for the task at hand. There are many factors to take into consideration before beginning analysis of DNA methylation in animals. It is crucial that the most appropriate tools are selected to ensure that the best possible results are achieved. This review provides an overview of the most common methods of analysing DNA methylation in animals, when they are appropriate, what resolution of information they can provide and what their limitations are.
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Affiliation(s)
- Christine Couldrey
- Animal Productivity, AgResearch Ruakura Research Centre, 10 Bisley Road, Hamilton, 3214, New Zealand
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Sun C, McAndrew T, Smith BC, Chen Z, Frimer M, Burk RD. Characterization of HPV DNA methylation of contiguous CpG sites by bisulfite treatment and massively parallel sequencing-the FRAGMENT approach. Front Genet 2014; 5:150. [PMID: 24917876 PMCID: PMC4042685 DOI: 10.3389/fgene.2014.00150] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 05/08/2014] [Indexed: 11/13/2022] Open
Abstract
Invasive cervix cancer (ICC) is the third most common malignant tumor in women and human papillomavirus 16 (HPV16) causes more than 50% of ICC. DNA methylation is a covalent modification predominantly occurring at CpG dinucleotides and increased methylation across the HPV16 genome is strongly associated with ICC development. Next generation (Next Gen) sequencing has been proposed as a novel approach to determine DNA methylation. However, utilization of this method to survey CpG methylation in the HPV16 genome is not well described. Moreover, it provides additional information on methylation “haplotypes.” In the current study, we chose 12 random samples, amplified multiple segments in the HPV16 bisulfite treated genome with specific barcodes, inspected the methylation ratio at 31 CpG sites for all samples using Illumina sequencing, and compared the results with quantitative pyrosequencing. Most of the CpG sites were highly consistent between the two approaches (overall correlation, r = 0.92), thus verifying that Next Gen sequencing is an accurate and convenient method to survey HPV16 methylation and thus can be used in clinical samples for risk assessment. Moreover, the CpG methylation patterns (methylation haplotypes) in single molecules identified an excess of complete-and non-methylated molecules and a substantial amount of partial-methylated ones, thus indicating a complex dynamic for the mechanisms of HPV16 CpG methylation. In summary, the advantages of Next Gen sequencing compared to pyrosequencing for HPV genome methylation analyses include higher throughput, increased resolution, and improved efficiency of time and resources.
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Affiliation(s)
- Chang Sun
- Department of Pediatrics, Albert Einstein College of Medicine Bronx, NY, USA
| | - Thomas McAndrew
- Department of Pediatrics, Albert Einstein College of Medicine Bronx, NY, USA
| | - Benjamin C Smith
- Department of Pediatrics, Albert Einstein College of Medicine Bronx, NY, USA
| | - Zigui Chen
- Department of Pediatrics, Albert Einstein College of Medicine Bronx, NY, USA
| | - Marina Frimer
- Department of Obstetrics, Gynecology and Women's Health, Albert Einstein College of Medicine Bronx, NY, USA
| | - Robert D Burk
- Department of Pediatrics, Albert Einstein College of Medicine Bronx, NY, USA ; Department of Obstetrics, Gynecology and Women's Health, Albert Einstein College of Medicine Bronx, NY, USA ; Department of Microbiology and Immunology, Albert Einstein College of Medicine Bronx, NY, USA ; Department of Epidemiology and Population Health, Albert Einstein College of Medicine Bronx, NY, USA
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Houde AA, Légaré C, Hould FS, Lebel S, Marceau P, Tchernof A, Vohl MC, Hivert MF, Bouchard L. Cross-tissue comparisons of leptin and adiponectin: DNA methylation profiles. Adipocyte 2014; 3:132-40. [PMID: 24719787 DOI: 10.4161/adip.28308] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 02/18/2014] [Accepted: 02/20/2014] [Indexed: 01/01/2023] Open
Abstract
DNA methylation has been mostly studied in circulating blood cells. Although being readily accessible, metabolically active tissues such as adipose tissue would be more informative for the study of metabolic disorders. However, whether or not the blood DNA methylation profile correlates with that of adipose tissue remains unknown. In this study, DNA methylation patterns of variation at LEP and ADIPOQ gene loci were similar between individual CpGs across the different tissues. We also report that DNA methylation levels at biologically relevant CpGs are correlated between blood, subcutaneous, and visceral adipose tissue, and that these nearby CpGs are associated with LEP and ADIPOQ gene expression in adipose tissues. These results will be highly relevant for future epigenetic studies in metabolic disorders.
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Oh T, Kim N, Moon Y, Kim MS, Hoehn BD, Park CH, Kim TS, Kim NK, Chung HC, An S. Genome-wide identification and validation of a novel methylation biomarker, SDC2, for blood-based detection of colorectal cancer. J Mol Diagn 2013; 15:498-507. [PMID: 23747112 DOI: 10.1016/j.jmoldx.2013.03.004] [Citation(s) in RCA: 121] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2012] [Revised: 02/10/2013] [Accepted: 03/07/2013] [Indexed: 12/20/2022] Open
Abstract
Aberrant DNA methylation has shown promise as a biomarker for the early detection of cancer. To discover novel genes frequently methylated at an early stage in colorectal cancer (CRC), DNA microarray analysis coupled with enriched methylated DNA was performed in primary tumors and compared with adjacent nontumor tissues of 12 patients with CRC at stages I to IV. Stepwise filtering for candidate selection in microarray data analysis yielded a set of genes that are highly methylated across all CRC tumors and that can be used as a composite biomarker for CRC detection. Verification assay identified the SDC2 gene as a potential methylation biomarker for early CRC detection. In clinical validation in tissues from 139 CRC patients, a much higher level of aberrant SDC2 methylation was measured in most primary tumors (97.8%), compared with corresponding nontumor tissue of CRC patients, irrespective of clinical stage. Clinical validation of SDC2 methylation in serum DNA from CRC patients (n = 131) at stages I to IV and from healthy individuals (n = 125) by quantitative methylation-specific PCR demonstrated a high sensitivity of 87.0% (95% CI, 80.0% to 92.3%) in detecting cancers, with a specificity of 95.2% (95% CI, 89.8% to 98.2%). Importantly, sensitivity at stage I was 92.3%, indicating the potential of SDC2 methylation as a blood-based DNA test for early detection of CRC.
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Umer M, Herceg Z. Deciphering the epigenetic code: an overview of DNA methylation analysis methods. Antioxid Redox Signal 2013; 18:1972-86. [PMID: 23121567 PMCID: PMC3624772 DOI: 10.1089/ars.2012.4923] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
SIGNIFICANCE Methylation of cytosine in DNA is linked with gene regulation, and this has profound implications in development, normal biology, and disease conditions in many eukaryotic organisms. A wide range of methods and approaches exist for its identification, quantification, and mapping within the genome. While the earliest approaches were nonspecific and were at best useful for quantification of total methylated cytosines in the chunk of DNA, this field has seen considerable progress and development over the past decades. RECENT ADVANCES Methods for DNA methylation analysis differ in their coverage and sensitivity, and the method of choice depends on the intended application and desired level of information. Potential results include global methyl cytosine content, degree of methylation at specific loci, or genome-wide methylation maps. Introduction of more advanced approaches to DNA methylation analysis, such as microarray platforms and massively parallel sequencing, has brought us closer to unveiling the whole methylome. CRITICAL ISSUES Sensitive quantification of DNA methylation from degraded and minute quantities of DNA and high-throughput DNA methylation mapping of single cells still remain a challenge. FUTURE DIRECTIONS Developments in DNA sequencing technologies as well as the methods for identification and mapping of 5-hydroxymethylcytosine are expected to augment our current understanding of epigenomics. Here we present an overview of methodologies available for DNA methylation analysis with special focus on recent developments in genome-wide and high-throughput methods. While the application focus relates to cancer research, the methods are equally relevant to broader issues of epigenetics and redox science in this special forum.
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Affiliation(s)
- Muhammad Umer
- Epigenetics Group, International Agency for Research on Cancer IARC, Lyon 69008, France
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Barault L, Ellsworth RE, Harris HR, Valente AL, Shriver CD, Michels KB. Leukocyte DNA as surrogate for the evaluation of imprinted Loci methylation in mammary tissue DNA. PLoS One 2013; 8:e55896. [PMID: 23409079 PMCID: PMC3567003 DOI: 10.1371/journal.pone.0055896] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Accepted: 01/04/2013] [Indexed: 01/01/2023] Open
Abstract
There is growing interest in identifying surrogate tissues to identify epimutations in cancer patients since primary target tissues are often difficult to obtain. Methylation patterns at imprinted loci are established during gametogenesis and post fertilization and their alterations have been associated with elevated risk of cancer. Methylation at several imprinted differentially methylated regions (GRB10 ICR, H19 ICR, KvDMR, SNRPN/SNURF ICR, IGF2 DMR0, and IGF2 DMR2) were analyzed in DNA from leukocytes and mammary tissue (normal, benign diseases, or malignant tumors) from 87 women with and without breast cancer (average age of cancer patients: 53; range: 31-77). Correlations between genomic variants and DNA methylation at the studied loci could not be assessed, making it impossible to exclude such effects. Methylation levels observed in leukocyte and mammary tissue DNA were close to the 50% expected for monoallellic methylation. While no correlation was observed between leukocyte and mammary tissue DNA methylation for most of the analyzed imprinted genes, Spearman's correlations were statistically significant for IGF2 DMR0 and IGF2 DMR2, although absolute methylation levels differed. Leukocyte DNA methylation levels of selected imprinted genes may therefore serve as surrogate markers of DNA methylation in cancer tissue.
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Affiliation(s)
- Ludovic Barault
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Rachel E. Ellsworth
- Clinical Breast Care Project, Henry M. Jackson Foundation for the Advancement of Military Medicine, Windber, Pennsylvania, United States of America
| | - Holly R. Harris
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Allyson L. Valente
- Clinical Breast Care Project, Windber Research Institute, Windber, Pennsylvania, United States of America
| | - Craig D. Shriver
- Clinical Breast Care Project, Walter Reed Army Medical Center, Washington, District of Columbia, United States of America
| | - Karin B. Michels
- Obstetrics and Gynecology Epidemiology Center, Department of Obstetrics, Gynecology and Reproductive Biology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
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Promoter methylation of the SALL2 tumor suppressor gene in ovarian cancers. Mol Oncol 2012; 7:419-27. [PMID: 23273547 DOI: 10.1016/j.molonc.2012.11.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Revised: 11/28/2012] [Accepted: 11/29/2012] [Indexed: 01/22/2023] Open
Abstract
The SALL2 gene product and transcription factor p150 were first identified in a search for tumor suppressors targeted for inactivation by the oncogenic mouse polyoma virus. SALL2 has also been identified as a cellular quiescence factor, essential for cells to enter and remain in a state of growth arrest under conditions of serum deprivation. p150 is a transcriptional activator of p21(Cip1/Waf1) and BAX, sharing important growth arrest and proapoptotic properties with p53. It also acts as a repressor of c-myc. Restoration of SALL2 expression in cells derived from a human ovarian carcinoma (OVCA) suppresses growth of the cells in immunodeficient mice. Here we examine the pattern of p150 expression in the normal human ovary, in OVCA-derived cell lines and in primary ovarian carcinomas. Immunohistochemical staining showed that p150 is highly expressed in surface epithelial cells of the normal human ovary. Expression is exclusively from the P2 promoter governing the E1A splice variant of p150. The P2 promoter is CpG-rich and susceptible to methylation silencing. p150 expression was restored in OVCA cell lines following growth in the presence of 5-azacytidine. In a survey of 210 cases of OVCA, roughly 90% across major and minor histological types failed to show expression of the protein. Immunological and biochemical approaches were used to show hypermethylation of the SALL2 P2 promoter in OVCA-derived cell lines and in a majority of primary tumors. These results bring together molecular biological and clinical evidence in support of a role of SALL2 as a suppressor of ovarian cancers.
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Lin HY, Kuo YC, Weng YI, Lai IL, Huang THM, Lin SP, Niu DM, Chen CS. Activation of silenced tumor suppressor genes in prostate cancer cells by a novel energy restriction-mimetic agent. Prostate 2012; 72:1767-78. [PMID: 22539223 PMCID: PMC3867924 DOI: 10.1002/pros.22530] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Accepted: 03/30/2012] [Indexed: 01/25/2023]
Abstract
BACKGROUND Targeting tumor metabolism by energy restriction-mimetic agents (ERMAs) has emerged as a strategy for cancer therapy/prevention. Evidence suggests a mechanistic link between ERMA-mediated antitumor effects and epigenetic gene regulation. METHODS Microarray analysis showed that a novel thiazolidinedione-derived ERMA, CG-12, and glucose deprivation could suppress DNA methyltransferase (DNMT)1 expression and reactivate DNA methylation-silenced tumor suppressor genes in LNCaP prostate cancer cells. Thus, we investigated the effects of a potent CG-12 derivative, CG-5, vis-à-vis 2-deoxyglucose, glucose deprivation and/or 5-aza-deoxycytidine, on DNMT isoform expression (Western blotting, RT-PCR), DNMT1 transcriptional activation (luciferase reporter assay), and expression of genes frequently hypermethylated in prostate cancer (quantitative real-time PCR). Promoter methylation was assessed by pyrosequencing analysis. SiRNA-mediated knockdown and ectopic expression of DNMT1 were used to validate DNMT1 as a target of CG-5. RESULTS CG-5 and glucose deprivation upregulated the expression of DNA methylation-silenced tumor suppressor genes, including GADD45a, GADD45b, IGFBP3, LAMB3, BASP1, GPX3, and GSTP1, but also downregulated methylated tumor/invasion-promoting genes, including CD44, S100A4, and TACSTD2. In contrast, 5-aza-deoxycytidine induced global reactivation of these genes. CG-5 mediated these epigenetic effects by transcriptional repression of DNMT1, which was associated with reduced expression of Sp1 and E2F1. SiRNA-mediated knockdown and ectopic expression of DNMT1 corroborated DNMT1's role in the modulation of gene expression by CG-5. Pyrosequencing revealed differential effects of CG-5 versus 5-aza-deoxycytidine on promoter methylation in these genes. CONCLUSIONS These findings reveal a previously uncharacterized epigenetic effect of ERMAs on DNA methylation-silenced tumor suppressor genes, which may foster novel strategies for prostate cancer therapy.
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Affiliation(s)
- Hsiang-Yu Lin
- Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, U.S.A
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan
- Department of Pediatrics, Mackay Memorial Hospital and Mackay Medicine, Nursing and Management College, Taipei, Taiwan
| | - Yi-Chiu Kuo
- Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, U.S.A
| | - Yu-I Weng
- Human Cancer Genetics Program, The Ohio State University, Columbus, OH 43210, U.S.A
| | - I-Lu Lai
- Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, U.S.A
| | - Tim H.-M. Huang
- Human Cancer Genetics Program, The Ohio State University, Columbus, OH 43210, U.S.A
| | - Shuan-Pei Lin
- Department of Pediatrics, Mackay Memorial Hospital and Mackay Medicine, Nursing and Management College, Taipei, Taiwan
| | - Dau-Ming Niu
- Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan
- Department of Pediatrics, Taipei Veterans General Hospital, Taipei, Taiwan
- Corresponding authors: Ching-Shih Chen, College of Pharmacy, The Ohio State University, 500 West 12 Avenue, Columbus, OH 43210. Phone: 614-688-4008; Fax: 614-688-8556; . Dau-Ming Niu, Department of Pediatrics, Taipei Veterans General Hospital, No. 201, Section 2, Shih-Pai Road, Taipei 112, Taiwan. Tel & Fax: 886-2-28767181;
| | - Ching-Shih Chen
- Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, OH 43210, U.S.A
- Corresponding authors: Ching-Shih Chen, College of Pharmacy, The Ohio State University, 500 West 12 Avenue, Columbus, OH 43210. Phone: 614-688-4008; Fax: 614-688-8556; . Dau-Ming Niu, Department of Pediatrics, Taipei Veterans General Hospital, No. 201, Section 2, Shih-Pai Road, Taipei 112, Taiwan. Tel & Fax: 886-2-28767181;
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Witzmann SR, Turner JD, Mériaux SB, Meijer OC, Muller CP. Epigenetic regulation of the glucocorticoid receptor promoter 1(7) in adult rats. Epigenetics 2012; 7:1290-301. [PMID: 23023726 DOI: 10.4161/epi.22363] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Regulation of glucocorticoid receptor (GR) levels is an important stress adaptation mechanism. Transcription factor Nfgi-a and environmentally induced Gr promoter 1 7 methylation have been implicated in fine-tuning the expression of Gr 1 7 transcripts. Here, we investigated Gr promoter 1 7 methylation and Gr 1 7 expression in adult rats exposed to either acute or chronic stress paradigms. A strong negative correlation was observed between the sum of promoter-wide methylation levels and Gr 1 7 transcript levels, independent of the stressor. Methylation of individual sites did not, however, correlate with transcript levels. This suggested that promoter 1 7 was directly regulated by promoter-wide DNA methylation. Although acute stress increased Ngfi-a expression in the hypothalamic paraventricular nucleus (PVN), Gr 1 7 transcript levels remained unaffected despite low methylation levels. Acute stress had little effect on these low methylation levels, except at four hippocampal CpGs. Chronic stress altered the corticosterone response to an acute stressor. In the adrenal and pituitary glands, but not in the brain, this was accompanied by an increase in methylation levels in orchestrated clusters rather than individual CpGs. PVN methylation levels, unaffected by acute or chronic stress, were significantly more variable within- than between-groups, suggesting that they were instated probably during the perinatal period and represent a pre-established trait. Thus, in addition to the known perinatal programming, the Gr 1 7 promoter is epigenetically regulated by chronic stress in adulthood, and retains promoter-wide tissue-specific plasticity. Differences in methylation susceptibility between the PVN in the perinatal period and the peripheral HPA axis tissues in adulthood may represent an important "trait" vs. "state" regulation of the Gr gene.
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Affiliation(s)
- Simone R Witzmann
- Institute of Immunology, Centre de Recherche Public de la Santé and National Public Health Laboratory, Luxembourg, Luxembourg
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Ibragimova I, Cairns P. Assays for hypermethylation of the BRCA1 gene promoter in tumor cells to predict sensitivity to PARP-inhibitor therapy. Methods Mol Biol 2012; 780:277-91. [PMID: 21870267 DOI: 10.1007/978-1-61779-270-0_17] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
The breast cancer 1 and 2, early onset (BRCA1 and BRCA2) genes are important for double-strand break repair by homologous recombination. Cells with inactivating mutations of the BRCA1 or BRCA2 tumor suppressor genes show increased sensitivity to Poly-ADP ribose polymerase (PARP)-inhibitors in vitro. Sporadic breast tumors with BRCA1 promoter hypermethylation show a similar phenotype to familial BRCA1 patient tumors termed "BRCAness." Sporadic ovarian tumors with functional inactivation of BRCA1 by hypermethylation will also have the BRCA-deficiency phenocopy. The loss of BRCA1 expression associated with promoter hypermethylation will disrupt BRCA-associated DNA repair and may sensitize tumors to BRCA-directed therapies. Thus, the determination of methylation status of BRCA1 may be an important predictive classifier of response to PARP-inhibitor therapy. The methylation, and thereby functional, status of other genes implicated in the wider BRCA/homologous recombination (HR) pathway may also be relevant to the prediction of response to PARP-inhibitor therapy. Here, we describe the four optimal technologies for assaying the promoter methylation status of BRCA1 and/or other genes.
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Affiliation(s)
- Ilsiya Ibragimova
- Department of Surgical Oncolog, Fox Chase Cancer Center, Philadelphia, PA, USA
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Woodfine K, Huddleston JE, Murrell A. Quantitative analysis of DNA methylation at all human imprinted regions reveals preservation of epigenetic stability in adult somatic tissue. Epigenetics Chromatin 2011; 4:1. [PMID: 21281512 PMCID: PMC3038880 DOI: 10.1186/1756-8935-4-1] [Citation(s) in RCA: 86] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2010] [Accepted: 01/31/2011] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Genes subject to genomic imprinting are mono-allelically expressed in a parent-of-origin dependent manner. Each imprinted locus has at least one differentially methylated region (DMR) which has allele specific DNA methylation and contributes to imprinted gene expression. Once DMRs are established, they are potentially able to withstand normal genome reprogramming events that occur during cell differentiation and germ-line DMRs are stably maintained throughout development. These DMRs, in addition to being either maternally or paternally methylated, have differences in whether methylation was acquired in the germ-line or post fertilization and are present in a variety of genomic locations with different Cytosine-phosphate guanine (CpG) densities and CTCF binding capacities. We therefore examined the stability of maintenance of DNA methylation imprints and determined the normal baseline DNA methylation levels in several adult tissues for all imprinted genes. In order to do this, we first developed and validated 50 highly specific, quantitative DNA methylation pyrosequencing assays for the known DMRs associated with human imprinted genes. RESULTS Remarkable stability of the DNA methylation imprint was observed in all germ-line DMRs and paternally methylated somatic DMRs (which maintained average methylation levels of between 35% - 65% in all somatic tissues, independent of gene expression). Maternally methylated somatic DMRs were found to have more variation with tissue specific methylation patterns. Most DMRs, however, showed some intra-individual variability for DNA methylation levels in peripheral blood, suggesting that more than one DMR needs to be examined in order to get an overall impression of the epigenetic stability in a tissue. The plasticity of DNA methylation at imprinted genes was examined in a panel of normal and cancer cell lines. All cell lines showed changes in DNA methylation, especially at the paternal germ-line and the somatic DMRs. CONCLUSIONS Our validated pyrosequencing methylation assays can be widely used as a tool to investigate DNA methylation levels of imprinted genes in clinical samples. This first comprehensive analysis of normal methylation levels in adult somatic tissues at human imprinted regions confirm that, despite intra-individual variability and tissue specific expression, imprinted genes faithfully maintain their DNA methylation in healthy adult tissue. DNA methylation levels of a selection of imprinted genes are, therefore, a valuable indicator for epigenetic stability.
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Affiliation(s)
- Kathryn Woodfine
- Department of Oncology, University of Cambridge, Cancer Research UK Cambridge Research Institute, Cambridge, UK
| | - Joanna E Huddleston
- Department of Oncology, University of Cambridge, Cancer Research UK Cambridge Research Institute, Cambridge, UK
| | - Adele Murrell
- Department of Oncology, University of Cambridge, Cancer Research UK Cambridge Research Institute, Cambridge, UK
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Mikeska T, Felsberg J, Hewitt CA, Dobrovic A. Analysing DNA methylation using bisulphite pyrosequencing. Methods Mol Biol 2011; 791:33-53. [PMID: 21913070 DOI: 10.1007/978-1-61779-316-5_4] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Bisulphite pyrosequencing is a quantitative methodology for the investigation of DNA methylation of sequences up to 100-bp in length. Biotin-labelled, single-stranded PCR products generated from bisulphite-treated DNA are used as a template with an internal primer to perform the pyrosequencing reaction. Nucleotides are added in a predetermined order in each pyrosequencing cycle and the amount of incorporated nucleotide results in a proportional emission of light. DNA methylation ratios are calculated from the levels of light emitted from each nucleotide incorporated at individual CpG positions in a strand-dependent manner. The methylation detection limit at individual CpG sites is approximately 5% and the results are displayed as an average methylation level for each CpG position assayed across all amplification products generated during a PCR reaction. As a consequence, bisulphite pyrosequencing allows the identification of heterogeneous DNA methylation patterns but does not provide information at a single allele resolution. This methodology is suited to analyse short DNA sequences such as those typically extracted from formalin-fixed paraffin-embedded specimens. Nevertheless, longer PCR products can be sequenced by serial bisulphite pyrosequencing, which utilises tandem assays along the amplicon. The general information provided is applicable for all formats of current pyrosequencing instruments, however, a specific protocol for the PyroMark Q24 instrument is provided.
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Affiliation(s)
- Thomas Mikeska
- Molecular Pathology Research and Development Laboratory, Department of Pathology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia.
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48
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Differential expression of glucocorticoid receptor transcripts in major depressive disorder is not epigenetically programmed. Psychoneuroendocrinology 2010; 35:544-56. [PMID: 19782477 DOI: 10.1016/j.psyneuen.2009.09.001] [Citation(s) in RCA: 144] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2009] [Revised: 08/31/2009] [Accepted: 09/02/2009] [Indexed: 01/17/2023]
Abstract
Hyperactivity of the hypothalamic-pituitary-adrenal (HPA) axis is one of the most consistent findings in major depressive disorder (MDD). Impaired HPA feedback may be due to the lower glucocorticoid receptor (GR) or mineralocorticoid receptor (MR) levels in the forebrain. GR levels are transcriptionally controlled by multiple untranslated alternative first exons, each with its own promoter providing a mechanism for tissue-specific fine-tuning of GR levels. Recently epigenetic methylation of these GR promoters was shown to modulate hippocampal GR levels. Here we investigate in post-mortem brain tissues whether in MDD HPA axis hyperactivity may be due to epigenetic modulation of GR transcript variants. Levels of GRalpha, GRbeta and GR-P transcripts were homogeneous throughout the limbic system, with GRalpha being the most abundant (83%), followed by GR-P (5-6%) while GRbeta was barely detectable (0.02%). Among the alternative first exons, 1B and 1C were the most active, while 1E and 1J showed the lowest expression and transcript 1F expressed intermediate levels of about 1%. In MDD, total GR levels were unaltered, although GRalpha was decreased in the amygdala and cingulate gyrus (p<0.05); transcripts containing exons 1B, 1C and 1F were lower, and 1D and1J were increased in some regions. NGFI-A, a transcription factor of exon 1F was down-regulated in the hippocampus of MDD patients; concomitantly exon 1F expression was reduced. Bisulphite sequencing of the alternative promoters showed low methylation levels in both MDD and control brains. Promoter 1F was uniformly unmethylated, suggesting that reduced 1F transcript levels are not linked to promoter methylation but to the observed dearth of NGFI-A. Previous studies showed high methylation levels in the 1F promoter, associated with childhood abuse. Provided our donors were not abused, our results suggest that the pathomechanism of MDD is similar but nevertheless distinct from that of abuse victims, explaining the clinical similarity of both conditions and that susceptibility to depression may be either predisposed by early trauma or developed independent of such a condition. However, this should be further confirmed in dedicated studies in larger cohorts.
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Fenech MF. Dietary reference values of individual micronutrients and nutriomes for genome damage prevention: current status and a road map to the future. Am J Clin Nutr 2010; 91:1438S-1454S. [PMID: 20219957 DOI: 10.3945/ajcn.2010.28674d] [Citation(s) in RCA: 99] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Damage to the genome is recognized as a fundamental cause of developmental and degenerative diseases. Several micronutrients play an important role in protecting against DNA damage events generated through endogenous and exogenous factors by acting as cofactors or substrates for enzymes that detoxify genotoxins as well as enzymes involved in DNA repair, methylation, and synthesis. In addition, it is evident that either micronutrient deficiency or micronutrient excess can modify genome stability and that these effects may also depend on nutrient-nutrient and nutrient-gene interaction, which is affected by genotype. These observations have led to the emerging science of genome health nutrigenomics, which is based on the principle that DNA damage is a fundamental cause of disease that can be diagnosed and nutritionally prevented on an individual, genetic subgroup, or population basis. In this article, the following topics are discussed: 1) biomarkers used to study genome damage in humans and their validation, 2) evidence for the association of genome damage with developmental and degenerative disease, 3) current knowledge of micronutrients required for the maintenance of genome stability in humans, 4) the effect of nutrient-nutrient and nutrient-genotype interaction on DNA damage, and 5) strategies to determine dietary reference values of single micronutrients and micronutrient combinations (nutriomes) on the basis of DNA damage prevention. This article also identifies important knowledge gaps and future research directions required to shed light on these issues. The ultimate goal is to match the nutriome to the genome to optimize genome maintenance and to prevent pathologic amounts of DNA damage.
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Affiliation(s)
- Michael F Fenech
- Commonwealth Scientific and Industrial Research Organisation Food and Nutritional Sciences, Adelaide BC SA 5000, Australia.
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50
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Dehan P, Kustermans G, Guenin S, Horion J, Boniver J, Delvenne P. DNA methylation and cancer diagnosis: new methods and applications. Expert Rev Mol Diagn 2009; 9:651-7. [PMID: 19817550 DOI: 10.1586/erm.09.53] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Methylation of cytosines in cytosine-guanine (CpG) dinucleotides is one of the most important epigenetic alterations in animals. The presence of methylcytosine in the promoter of specific genes has profound consequences on local chromatin structure and on the regulation of gene expression. Changes in DNA methylation play a central role in carcinogenesis. Hypermethylation and consecutive transcriptional silencing of tumor-suppressor genes has been documented in numerous cancers. The identification of target genes silenced by this modification has a great impact on diagnosis, classification, definition of risk groups and prognosis of cancer patients. Here we outline genome-wide techniques aiming at the identification of relevant methylated promoters. Methods and applications allowing clinicians to monitor the methylation of target genes will be also reviewed.
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Affiliation(s)
- Pierre Dehan
- Experimental Pathology, University of Liege, CHU Sart-Tilman, Boulevard de l'Hopital, 4000 Liege, Belgium.
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